[
  {
    "name": "vLLM",
    "slug": "vllm",
    "category": "infra",
    "domain": "transformers",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 74959,
    "forks": 15073,
    "monthly_downloads": 16710939,
    "commits_30d": 1085,
    "stars_7d_delta": 610,
    "stars_30d_delta": 74959,
    "dl_30d_delta": 16710939,
    "commits_7d_delta": -51,
    "commits_30d_delta": 1085,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.003,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 10.85,
    "development_pace": "human",
    "fork_star_ratio": 0.2011,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 100,
    "traction_bucket": "infrastructure",
    "dl_trend": "slowing",
    "dl_weekly_velocity": -1829052,
    "last_commit_at": "2026-04-02T05:02:33+00:00",
    "last_release_at": "2026-03-31T00:53:26+00:00",
    "days_since_release": 2
  },
  {
    "name": "n8n",
    "slug": "n8n",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 182079,
    "forks": 56394,
    "monthly_downloads": 199110519,
    "commits_30d": 594,
    "stars_7d_delta": 972,
    "stars_30d_delta": 182079,
    "dl_30d_delta": 199110519,
    "commits_7d_delta": -49,
    "commits_30d_delta": 594,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0009,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 5.94,
    "development_pace": "human",
    "fork_star_ratio": 0.3097,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 100,
    "traction_bucket": "infrastructure",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-02T06:03:27+00:00",
    "last_release_at": "2026-04-02T10:52:43+00:00",
    "days_since_release": 0
  },
  {
    "name": "SGLang",
    "slug": "sglang",
    "category": "infra",
    "domain": "transformers",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 25324,
    "forks": 5116,
    "monthly_downloads": 38054252,
    "commits_30d": 1005,
    "stars_7d_delta": 305,
    "stars_30d_delta": 25324,
    "dl_30d_delta": 38054252,
    "commits_7d_delta": -43,
    "commits_30d_delta": 1005,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0006,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 10.05,
    "development_pace": "human",
    "fork_star_ratio": 0.202,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 100,
    "traction_bucket": "infrastructure",
    "dl_trend": "stable",
    "dl_weekly_velocity": 1004073,
    "last_commit_at": "2026-04-02T06:12:18+00:00",
    "last_release_at": "2026-03-28T05:58:32+00:00",
    "days_since_release": 5
  },
  {
    "name": "pytorch",
    "slug": "pytorch",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 98732,
    "forks": 27375,
    "monthly_downloads": 16899033,
    "commits_30d": 1336,
    "stars_7d_delta": 153,
    "stars_30d_delta": 98732,
    "dl_30d_delta": 16899033,
    "commits_7d_delta": -37,
    "commits_30d_delta": 1336,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0058,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 13.36,
    "development_pace": "human",
    "fork_star_ratio": 0.2773,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 96,
    "traction_bucket": "infrastructure",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-02T06:15:57+00:00",
    "last_release_at": "2026-03-23T18:38:28+00:00",
    "days_since_release": 9
  },
  {
    "name": "tensorflow",
    "slug": "tensorflow",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 194431,
    "forks": 75260,
    "monthly_downloads": 81596367,
    "commits_30d": 912,
    "stars_7d_delta": 85,
    "stars_30d_delta": 194431,
    "dl_30d_delta": 81596367,
    "commits_7d_delta": 78,
    "commits_30d_delta": 912,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0024,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 9.12,
    "development_pace": "human",
    "fork_star_ratio": 0.3871,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 95,
    "traction_bucket": "infrastructure",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-02T06:13:01+00:00",
    "last_release_at": "2026-03-06T19:48:15+00:00",
    "days_since_release": 26
  },
  {
    "name": "MLflow",
    "slug": "mlflow",
    "category": "infra",
    "domain": "ml-frameworks",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 25064,
    "forks": 5515,
    "monthly_downloads": 32853434,
    "commits_30d": 975,
    "stars_7d_delta": 108,
    "stars_30d_delta": 25064,
    "dl_30d_delta": 32853434,
    "commits_7d_delta": -23,
    "commits_30d_delta": 975,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0008,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 9.75,
    "development_pace": "human",
    "fork_star_ratio": 0.22,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 95,
    "traction_bucket": "infrastructure",
    "dl_trend": "stable",
    "dl_weekly_velocity": -134412,
    "last_commit_at": "2026-04-02T06:13:47+00:00",
    "last_release_at": "2026-04-01T09:14:13+00:00",
    "days_since_release": 1
  },
  {
    "name": "Transformers",
    "slug": "transformers",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "model",
    "lab_name": "Hugging Face",
    "stars": 158664,
    "forks": 32709,
    "monthly_downloads": 126323582,
    "commits_30d": 369,
    "stars_7d_delta": 238,
    "stars_30d_delta": 158664,
    "dl_30d_delta": 126323582,
    "commits_7d_delta": 0,
    "commits_30d_delta": 369,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0013,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 3.69,
    "development_pace": "human",
    "fork_star_ratio": 0.2062,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 92,
    "traction_bucket": "infrastructure",
    "dl_trend": "stable",
    "dl_weekly_velocity": -2967895,
    "last_commit_at": "2026-04-02T02:17:42+00:00",
    "last_release_at": "2026-03-27T00:33:02+00:00",
    "days_since_release": 6
  },
  {
    "name": "Prefect",
    "slug": "prefect",
    "category": "infra",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 22016,
    "forks": 2195,
    "monthly_downloads": 9920140,
    "commits_30d": 404,
    "stars_7d_delta": 54,
    "stars_30d_delta": 22016,
    "dl_30d_delta": 9920140,
    "commits_7d_delta": -7,
    "commits_30d_delta": 404,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0022,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 4.04,
    "development_pace": "human",
    "fork_star_ratio": 0.0997,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 90,
    "traction_bucket": "community-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 76537,
    "last_commit_at": "2026-04-02T05:04:57+00:00",
    "last_release_at": "2026-04-02T08:26:45+00:00",
    "days_since_release": 0
  },
  {
    "name": "Dagster",
    "slug": "dagster",
    "category": "infra",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 15186,
    "forks": 2045,
    "monthly_downloads": 6122332,
    "commits_30d": 284,
    "stars_7d_delta": 34,
    "stars_30d_delta": 15186,
    "dl_30d_delta": 6122332,
    "commits_7d_delta": -26,
    "commits_30d_delta": 284,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0025,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 2.84,
    "development_pace": "human",
    "fork_star_ratio": 0.1347,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 90,
    "traction_bucket": "community-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 101970,
    "last_commit_at": "2026-04-01T20:17:15+00:00",
    "last_release_at": "2026-03-26T16:05:17+00:00",
    "days_since_release": 6
  },
  {
    "name": "LiteLLM",
    "slug": "litellm",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 41863,
    "forks": 6919,
    "monthly_downloads": 94937466,
    "commits_30d": 2162,
    "stars_7d_delta": 1082,
    "stars_30d_delta": 41863,
    "dl_30d_delta": 94937466,
    "commits_7d_delta": -447,
    "commits_30d_delta": 2162,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0004,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 21.62,
    "development_pace": "machine-assisted",
    "fork_star_ratio": 0.1653,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 89,
    "traction_bucket": "infrastructure",
    "dl_trend": "stable",
    "dl_weekly_velocity": 836913,
    "last_commit_at": "2026-04-02T06:06:42+00:00",
    "last_release_at": "2026-03-31T21:49:27+00:00",
    "days_since_release": 1
  },
  {
    "name": "LangChain",
    "slug": "langchain",
    "category": "framework",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 132018,
    "forks": 21769,
    "monthly_downloads": 225557640,
    "commits_30d": 215,
    "stars_7d_delta": 899,
    "stars_30d_delta": 132018,
    "dl_30d_delta": 225557640,
    "commits_7d_delta": -1,
    "commits_30d_delta": 215,
    "contributors_30d_delta": 99,
    "hype_ratio": 0.0006,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 2.17,
    "development_pace": "human",
    "fork_star_ratio": 0.1649,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 83,
    "traction_bucket": "community-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 1196161,
    "last_commit_at": "2026-04-01T20:50:08+00:00",
    "last_release_at": "2026-04-01T20:01:05+00:00",
    "days_since_release": 0
  },
  {
    "name": "Mastra",
    "slug": "mastra",
    "category": "framework",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 22576,
    "forks": 1827,
    "monthly_downloads": 1061685,
    "commits_30d": 874,
    "stars_7d_delta": 235,
    "stars_30d_delta": 22576,
    "dl_30d_delta": 1061685,
    "commits_7d_delta": -93,
    "commits_30d_delta": 874,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0213,
    "hype_bucket": "balanced",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 8.74,
    "development_pace": "human",
    "fork_star_ratio": 0.0809,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 83,
    "traction_bucket": "community-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 11719,
    "last_commit_at": "2026-04-02T06:06:35+00:00",
    "last_release_at": "2026-03-26T10:19:34+00:00",
    "days_since_release": 7
  },
  {
    "name": "mindsdb",
    "slug": "mindsdb",
    "category": "library",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 38895,
    "forks": 6170,
    "monthly_downloads": 553107,
    "commits_30d": 8,
    "stars_7d_delta": 58,
    "stars_30d_delta": 38895,
    "dl_30d_delta": 553107,
    "commits_7d_delta": 2,
    "commits_30d_delta": 8,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0703,
    "hype_bucket": "balanced",
    "velocity_band": "slow",
    "commits_per_contributor": 0.08,
    "development_pace": "human",
    "fork_star_ratio": 0.1586,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 80,
    "traction_bucket": "infrastructure",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-01T22:09:51+00:00",
    "last_release_at": "2026-03-03T16:02:53+00:00",
    "days_since_release": 29
  },
  {
    "name": "Aider",
    "slug": "aider",
    "category": "tool",
    "domain": "transformers",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 42687,
    "forks": 4112,
    "monthly_downloads": 821651,
    "commits_30d": 25,
    "stars_7d_delta": 296,
    "stars_30d_delta": 42687,
    "dl_30d_delta": 821651,
    "commits_7d_delta": -5,
    "commits_30d_delta": 25,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.052,
    "hype_bucket": "balanced",
    "velocity_band": "moderate",
    "commits_per_contributor": 0.25,
    "development_pace": "human",
    "fork_star_ratio": 0.0963,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 80,
    "traction_bucket": "community-driven",
    "dl_trend": "slowing",
    "dl_weekly_velocity": -41983,
    "last_commit_at": "2026-03-17T01:21:34+00:00",
    "last_release_at": "2025-08-09T17:42:19+00:00",
    "days_since_release": 235
  },
  {
    "name": "Weaviate",
    "slug": "weaviate",
    "category": "infra",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 15932,
    "forks": 1241,
    "monthly_downloads": 16418210,
    "commits_30d": 572,
    "stars_7d_delta": 46,
    "stars_30d_delta": 15932,
    "dl_30d_delta": 16418210,
    "commits_7d_delta": 66,
    "commits_30d_delta": 572,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0002,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 5.72,
    "development_pace": "human",
    "fork_star_ratio": 0.0779,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 78,
    "traction_bucket": "community-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-02T05:32:34+00:00",
    "last_release_at": "2026-03-30T05:34:54+00:00",
    "days_since_release": 3
  },
  {
    "name": "Open WebUI",
    "slug": "open-webui",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 129592,
    "forks": 18353,
    "monthly_downloads": 1447296,
    "commits_30d": 307,
    "stars_7d_delta": 845,
    "stars_30d_delta": 129592,
    "dl_30d_delta": 1447296,
    "commits_7d_delta": -177,
    "commits_30d_delta": 307,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0895,
    "hype_bucket": "balanced",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 3.07,
    "development_pace": "human",
    "fork_star_ratio": 0.1416,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 74,
    "traction_bucket": "community-driven",
    "dl_trend": "growing",
    "dl_weekly_velocity": 332649,
    "last_commit_at": "2026-04-01T23:26:47+00:00",
    "last_release_at": "2026-03-27T00:26:52+00:00",
    "days_since_release": 6
  },
  {
    "name": "Modal",
    "slug": "modal",
    "category": "infra",
    "domain": "generative-ai",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 456,
    "forks": 86,
    "monthly_downloads": 21200087,
    "commits_30d": 102,
    "stars_7d_delta": 5,
    "stars_30d_delta": 456,
    "dl_30d_delta": 21200087,
    "commits_7d_delta": 11,
    "commits_30d_delta": 102,
    "contributors_30d_delta": 86,
    "hype_ratio": 0.0,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "fast",
    "commits_per_contributor": 1.19,
    "development_pace": "human",
    "fork_star_ratio": 0.1886,
    "lifecycle_stage": "emerging",
    "tier": 1,
    "traction_score": 74,
    "traction_bucket": "community-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 283080,
    "last_commit_at": "2026-04-02T00:20:03+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Continue",
    "slug": "continue-dev",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 32238,
    "forks": 4322,
    "monthly_downloads": 2491545,
    "commits_30d": 248,
    "stars_7d_delta": 176,
    "stars_30d_delta": 32238,
    "dl_30d_delta": 2491545,
    "commits_7d_delta": 4,
    "commits_30d_delta": 248,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0129,
    "hype_bucket": "balanced",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 2.48,
    "development_pace": "human",
    "fork_star_ratio": 0.1341,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 73,
    "traction_bucket": "community-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-02T03:03:03+00:00",
    "last_release_at": "2026-03-27T21:25:10+00:00",
    "days_since_release": 5
  },
  {
    "name": "Phoenix",
    "slug": "phoenix",
    "category": "infra",
    "domain": "prompt-engineering",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 9130,
    "forks": 787,
    "monthly_downloads": 1165605,
    "commits_30d": 1,
    "stars_7d_delta": 95,
    "stars_30d_delta": 9130,
    "dl_30d_delta": 1165605,
    "commits_7d_delta": -284,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0024,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.0862,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 73,
    "traction_bucket": "balanced",
    "dl_trend": "growing",
    "dl_weekly_velocity": 75941,
    "last_commit_at": "2026-04-02T06:17:17+00:00",
    "last_release_at": "2026-04-02T06:27:43+00:00",
    "days_since_release": 0
  },
  {
    "name": "ultralytics",
    "slug": "ultralytics",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 55319,
    "forks": 10642,
    "monthly_downloads": 602317,
    "commits_30d": 129,
    "stars_7d_delta": 317,
    "stars_30d_delta": 55319,
    "dl_30d_delta": 602317,
    "commits_7d_delta": 28,
    "commits_30d_delta": 129,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0918,
    "hype_bucket": "balanced",
    "velocity_band": "fast",
    "commits_per_contributor": 129.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1924,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 72,
    "traction_bucket": "infrastructure",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-02T06:12:48+00:00",
    "last_release_at": "2026-03-31T17:08:00+00:00",
    "days_since_release": 1
  },
  {
    "name": "Executorch",
    "slug": "executorch",
    "category": "framework",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 4457,
    "forks": 912,
    "monthly_downloads": 0,
    "commits_30d": 614,
    "stars_7d_delta": 29,
    "stars_30d_delta": 4457,
    "dl_30d_delta": 0,
    "commits_7d_delta": -41,
    "commits_30d_delta": 614,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 6.14,
    "development_pace": "human",
    "fork_star_ratio": 0.2046,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 71,
    "traction_bucket": "infrastructure",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T04:48:24+00:00",
    "last_release_at": "2026-04-01T21:27:40+00:00",
    "days_since_release": 0
  },
  {
    "name": "Vercel AI SDK",
    "slug": "vercel-ai-sdk",
    "category": "framework",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 23178,
    "forks": 4100,
    "monthly_downloads": 43794999,
    "commits_30d": 247,
    "stars_7d_delta": 175,
    "stars_30d_delta": 23178,
    "dl_30d_delta": 43794999,
    "commits_7d_delta": -21,
    "commits_30d_delta": 247,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0005,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 247.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1769,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 71,
    "traction_bucket": "company-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 156551,
    "last_commit_at": "2026-04-02T06:20:34+00:00",
    "last_release_at": "2026-04-02T07:06:07+00:00",
    "days_since_release": 0
  },
  {
    "name": "JAX",
    "slug": "jax",
    "category": "library",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 35277,
    "forks": 3498,
    "monthly_downloads": 17794937,
    "commits_30d": 676,
    "stars_7d_delta": 49,
    "stars_30d_delta": 35277,
    "dl_30d_delta": 17794937,
    "commits_7d_delta": -38,
    "commits_30d_delta": 676,
    "contributors_30d_delta": 99,
    "hype_ratio": 0.002,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 6.83,
    "development_pace": "human",
    "fork_star_ratio": 0.0992,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 70,
    "traction_bucket": "community-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": -199501,
    "last_commit_at": "2026-04-02T05:45:04+00:00",
    "last_release_at": "2026-03-18T23:40:31+00:00",
    "days_since_release": 14
  },
  {
    "name": "CrewAI",
    "slug": "crewai",
    "category": "framework",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 47814,
    "forks": 6490,
    "monthly_downloads": 6344938,
    "commits_30d": 133,
    "stars_7d_delta": 573,
    "stars_30d_delta": 47814,
    "dl_30d_delta": 6344938,
    "commits_7d_delta": 20,
    "commits_30d_delta": 133,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0075,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "fast",
    "commits_per_contributor": 133.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1357,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 70,
    "traction_bucket": "company-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": -51120,
    "last_commit_at": "2026-04-02T01:09:13+00:00",
    "last_release_at": "2026-04-01T17:26:22+00:00",
    "days_since_release": 0
  },
  {
    "name": "browser-use",
    "slug": "browser-use",
    "category": "library",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 85575,
    "forks": 9900,
    "monthly_downloads": 6794498,
    "commits_30d": 133,
    "stars_7d_delta": 1079,
    "stars_30d_delta": 85575,
    "dl_30d_delta": 6794498,
    "commits_7d_delta": -22,
    "commits_30d_delta": 133,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0126,
    "hype_bucket": "balanced",
    "velocity_band": "fast",
    "commits_per_contributor": 133.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1157,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 70,
    "traction_bucket": "company-driven",
    "dl_trend": "new",
    "dl_weekly_velocity": 3139680,
    "last_commit_at": "2026-04-02T04:55:01+00:00",
    "last_release_at": "2026-04-02T07:54:28+00:00",
    "days_since_release": 0
  },
  {
    "name": "Unsloth",
    "slug": "unsloth",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 58851,
    "forks": 4996,
    "monthly_downloads": 1736274,
    "commits_30d": 548,
    "stars_7d_delta": 622,
    "stars_30d_delta": 58851,
    "dl_30d_delta": 1736274,
    "commits_7d_delta": -73,
    "commits_30d_delta": 548,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0339,
    "hype_bucket": "balanced",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 548.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0849,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 69,
    "traction_bucket": "company-driven",
    "dl_trend": "slowing",
    "dl_weekly_velocity": -122166,
    "last_commit_at": "2026-04-02T06:17:01+00:00",
    "last_release_at": "2026-03-31T15:13:26+00:00",
    "days_since_release": 1
  },
  {
    "name": "Milvus",
    "slug": "milvus",
    "category": "infra",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 43558,
    "forks": 3926,
    "monthly_downloads": 75013220,
    "commits_30d": 290,
    "stars_7d_delta": 82,
    "stars_30d_delta": 43558,
    "dl_30d_delta": 75013220,
    "commits_7d_delta": 38,
    "commits_30d_delta": 290,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0005,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 2.9,
    "development_pace": "human",
    "fork_star_ratio": 0.0901,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 69,
    "traction_bucket": "community-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-02T06:25:35+00:00",
    "last_release_at": "2026-03-24T06:33:20+00:00",
    "days_since_release": 9
  },
  {
    "name": "MCP TypeScript SDK",
    "slug": "mcp-typescript-sdk",
    "category": "library",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": "Anthropic",
    "stars": 12077,
    "forks": 1740,
    "monthly_downloads": 140324613,
    "commits_30d": 60,
    "stars_7d_delta": 110,
    "stars_30d_delta": 12077,
    "dl_30d_delta": 140324613,
    "commits_7d_delta": 30,
    "commits_30d_delta": 60,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0001,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "fast",
    "commits_per_contributor": 0.6,
    "development_pace": "human",
    "fork_star_ratio": 0.1441,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 69,
    "traction_bucket": "community-driven",
    "dl_trend": "accelerating",
    "dl_weekly_velocity": 6675287,
    "last_commit_at": "2026-04-02T04:53:15+00:00",
    "last_release_at": "2026-04-01T16:44:34+00:00",
    "days_since_release": 0
  },
  {
    "name": "PEFT",
    "slug": "peft",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": "Hugging Face",
    "stars": 20873,
    "forks": 2234,
    "monthly_downloads": 10080901,
    "commits_30d": 1,
    "stars_7d_delta": 23,
    "stars_30d_delta": 20873,
    "dl_30d_delta": 10080901,
    "commits_7d_delta": -20,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0021,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.107,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 68,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": -70477,
    "last_commit_at": "2026-04-01T13:36:30+00:00",
    "last_release_at": "2026-01-09T13:17:22+00:00",
    "days_since_release": 83
  },
  {
    "name": "ESPnet",
    "slug": "espnet",
    "category": "framework",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 9788,
    "forks": 2391,
    "monthly_downloads": 0,
    "commits_30d": 115,
    "stars_7d_delta": 3,
    "stars_30d_delta": 9788,
    "dl_30d_delta": 0,
    "commits_7d_delta": 9,
    "commits_30d_delta": 115,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.15,
    "development_pace": "human",
    "fork_star_ratio": 0.2443,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 67,
    "traction_bucket": "infrastructure",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T12:22:15+00:00",
    "last_release_at": "2025-11-17T12:46:58+00:00",
    "days_since_release": 136
  },
  {
    "name": "Paddlepaddle",
    "slug": "paddlepaddle",
    "category": "framework",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 23797,
    "forks": 5983,
    "monthly_downloads": 0,
    "commits_30d": 225,
    "stars_7d_delta": 18,
    "stars_30d_delta": 23797,
    "dl_30d_delta": 0,
    "commits_7d_delta": 1,
    "commits_30d_delta": 225,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 2.25,
    "development_pace": "human",
    "fork_star_ratio": 0.2514,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 67,
    "traction_bucket": "infrastructure",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:13:27+00:00",
    "last_release_at": "2026-01-31T07:13:02+00:00",
    "days_since_release": 61
  },
  {
    "name": "LlamaIndex",
    "slug": "llamaindex",
    "category": "framework",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 48219,
    "forks": 7145,
    "monthly_downloads": 10299855,
    "commits_30d": 109,
    "stars_7d_delta": 226,
    "stars_30d_delta": 48219,
    "dl_30d_delta": 10299855,
    "commits_7d_delta": -7,
    "commits_30d_delta": 109,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0047,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "fast",
    "commits_per_contributor": 109.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1482,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 66,
    "traction_bucket": "company-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": -37765,
    "last_commit_at": "2026-04-02T01:17:31+00:00",
    "last_release_at": "2026-03-25T20:59:15+00:00",
    "days_since_release": 7
  },
  {
    "name": "Haystack",
    "slug": "haystack",
    "category": "framework",
    "domain": "embeddings",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 24680,
    "forks": 2689,
    "monthly_downloads": 692083,
    "commits_30d": 168,
    "stars_7d_delta": 61,
    "stars_30d_delta": 24680,
    "dl_30d_delta": 692083,
    "commits_7d_delta": 18,
    "commits_30d_delta": 168,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0178,
    "hype_bucket": "balanced",
    "velocity_band": "fast",
    "commits_per_contributor": 168.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.109,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 66,
    "traction_bucket": "company-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 5764,
    "last_commit_at": "2026-04-01T22:30:49+00:00",
    "last_release_at": "2026-04-01T13:49:30+00:00",
    "days_since_release": 0
  },
  {
    "name": "Inspect AI",
    "slug": "inspect-ai",
    "category": "eval",
    "domain": null,
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 1875,
    "forks": 449,
    "monthly_downloads": 12956780,
    "commits_30d": 286,
    "stars_7d_delta": 24,
    "stars_30d_delta": 1875,
    "dl_30d_delta": 12956780,
    "commits_7d_delta": -59,
    "commits_30d_delta": 286,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0001,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 286.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.2395,
    "lifecycle_stage": "emerging",
    "tier": 1,
    "traction_score": 65,
    "traction_bucket": "stealth-adoption",
    "dl_trend": "stable",
    "dl_weekly_velocity": 63464,
    "last_commit_at": "2026-04-02T00:41:54+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "ChromaDB",
    "slug": "chromadb",
    "category": "infra",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 27096,
    "forks": 2166,
    "monthly_downloads": 4479104,
    "commits_30d": 105,
    "stars_7d_delta": 268,
    "stars_30d_delta": 27096,
    "dl_30d_delta": 4479104,
    "commits_7d_delta": -14,
    "commits_30d_delta": 105,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0015,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "fast",
    "commits_per_contributor": 105.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0799,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 65,
    "traction_bucket": "company-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-02T02:13:54+00:00",
    "last_release_at": "2026-03-10T09:30:59+00:00",
    "days_since_release": 23
  },
  {
    "name": "ray",
    "slug": "ray",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 41907,
    "forks": 7399,
    "monthly_downloads": 0,
    "commits_30d": 393,
    "stars_7d_delta": 47,
    "stars_30d_delta": 41907,
    "dl_30d_delta": 0,
    "commits_7d_delta": 18,
    "commits_30d_delta": 393,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 3.93,
    "development_pace": "human",
    "fork_star_ratio": 0.1766,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 64,
    "traction_bucket": "infrastructure",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:07:20+00:00",
    "last_release_at": "2026-03-25T23:37:39+00:00",
    "days_since_release": 7
  },
  {
    "name": "DeepEval",
    "slug": "deepeval",
    "category": "eval",
    "domain": null,
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 14380,
    "forks": 1312,
    "monthly_downloads": 2617238,
    "commits_30d": 108,
    "stars_7d_delta": 97,
    "stars_30d_delta": 14380,
    "dl_30d_delta": 2617238,
    "commits_7d_delta": 6,
    "commits_30d_delta": 108,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0055,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "fast",
    "commits_per_contributor": 1.08,
    "development_pace": "human",
    "fork_star_ratio": 0.0912,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 64,
    "traction_bucket": "community-driven",
    "dl_trend": "accelerating",
    "dl_weekly_velocity": 151664,
    "last_commit_at": "2026-04-01T15:57:40+00:00",
    "last_release_at": "2025-12-01T10:52:54+00:00",
    "days_since_release": 122
  },
  {
    "name": "ONNX Runtime",
    "slug": "onnxruntime",
    "category": "framework",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 19726,
    "forks": 3805,
    "monthly_downloads": 0,
    "commits_30d": 206,
    "stars_7d_delta": 69,
    "stars_30d_delta": 19726,
    "dl_30d_delta": 0,
    "commits_7d_delta": -9,
    "commits_30d_delta": 206,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 2.06,
    "development_pace": "human",
    "fork_star_ratio": 0.1929,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 64,
    "traction_bucket": "infrastructure",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:51:44+00:00",
    "last_release_at": "2026-03-17T23:08:09+00:00",
    "days_since_release": 15
  },
  {
    "name": "MLX",
    "slug": "mlx",
    "category": "infra",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 24974,
    "forks": 1633,
    "monthly_downloads": 842393,
    "commits_30d": 67,
    "stars_7d_delta": 197,
    "stars_30d_delta": 24974,
    "dl_30d_delta": 842393,
    "commits_7d_delta": 6,
    "commits_30d_delta": 67,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0296,
    "hype_bucket": "balanced",
    "velocity_band": "fast",
    "commits_per_contributor": 0.67,
    "development_pace": "human",
    "fork_star_ratio": 0.0654,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 62,
    "traction_bucket": "community-driven",
    "dl_trend": "declining",
    "dl_weekly_velocity": -20565,
    "last_commit_at": "2026-04-02T06:03:05+00:00",
    "last_release_at": "2026-03-12T06:58:38+00:00",
    "days_since_release": 21
  },
  {
    "name": "Semantic Kernel",
    "slug": "semantic-kernel",
    "category": "framework",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 27614,
    "forks": 4530,
    "monthly_downloads": 2783826,
    "commits_30d": 1,
    "stars_7d_delta": 47,
    "stars_30d_delta": 27614,
    "dl_30d_delta": 2783826,
    "commits_7d_delta": -35,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0099,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.164,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 62,
    "traction_bucket": "infrastructure",
    "dl_trend": "stable",
    "dl_weekly_velocity": 34876,
    "last_commit_at": "2026-04-01T22:51:11+00:00",
    "last_release_at": "2026-03-25T06:53:20+00:00",
    "days_since_release": 8
  },
  {
    "name": "Fiftyone",
    "slug": "fiftyone",
    "category": "tool",
    "domain": null,
    "stack_layer": "data",
    "lab_name": null,
    "stars": 10526,
    "forks": 733,
    "monthly_downloads": 0,
    "commits_30d": 340,
    "stars_7d_delta": 17,
    "stars_30d_delta": 10526,
    "dl_30d_delta": 0,
    "commits_7d_delta": 54,
    "commits_30d_delta": 340,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 3.4,
    "development_pace": "human",
    "fork_star_ratio": 0.0696,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 61,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:12:31+00:00",
    "last_release_at": "2026-03-23T18:33:10+00:00",
    "days_since_release": 9
  },
  {
    "name": "dify",
    "slug": "dify",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 135414,
    "forks": 21099,
    "monthly_downloads": 16683084,
    "commits_30d": 555,
    "stars_7d_delta": 920,
    "stars_30d_delta": 135414,
    "dl_30d_delta": 16683084,
    "commits_7d_delta": 7,
    "commits_30d_delta": 555,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0081,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 555.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1558,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 61,
    "traction_bucket": "company-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-02T06:12:37+00:00",
    "last_release_at": "2026-03-27T08:46:46+00:00",
    "days_since_release": 6
  },
  {
    "name": "keras",
    "slug": "keras",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 63923,
    "forks": 19743,
    "monthly_downloads": 0,
    "commits_30d": 148,
    "stars_7d_delta": -6,
    "stars_30d_delta": 63923,
    "dl_30d_delta": 0,
    "commits_7d_delta": 21,
    "commits_30d_delta": 148,
    "contributors_30d_delta": 99,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.49,
    "development_pace": "human",
    "fork_star_ratio": 0.3089,
    "lifecycle_stage": "fading",
    "tier": 1,
    "traction_score": 61,
    "traction_bucket": "infrastructure",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:07:47+00:00",
    "last_release_at": "2026-01-30T18:36:05+00:00",
    "days_since_release": 61
  },
  {
    "name": "Langwatch",
    "slug": "langwatch",
    "category": "tool",
    "domain": null,
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 3176,
    "forks": 304,
    "monthly_downloads": 0,
    "commits_30d": 406,
    "stars_7d_delta": 18,
    "stars_30d_delta": 3176,
    "dl_30d_delta": 0,
    "commits_7d_delta": 405,
    "commits_30d_delta": 406,
    "contributors_30d_delta": 32,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 12.69,
    "development_pace": "human",
    "fork_star_ratio": 0.0957,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 60,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:50:47+00:00",
    "last_release_at": "2026-03-29T17:05:44+00:00",
    "days_since_release": 3
  },
  {
    "name": "openvino",
    "slug": "openvino",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 9995,
    "forks": 3168,
    "monthly_downloads": 0,
    "commits_30d": 311,
    "stars_7d_delta": 44,
    "stars_30d_delta": 9995,
    "dl_30d_delta": 0,
    "commits_7d_delta": 6,
    "commits_30d_delta": 311,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 3.11,
    "development_pace": "human",
    "fork_star_ratio": 0.317,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 60,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:08:16+00:00",
    "last_release_at": "2026-02-23T17:50:26+00:00",
    "days_since_release": 37
  },
  {
    "name": "airflow",
    "slug": "airflow",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 44856,
    "forks": 16789,
    "monthly_downloads": 0,
    "commits_30d": 924,
    "stars_7d_delta": 68,
    "stars_30d_delta": 44856,
    "dl_30d_delta": 0,
    "commits_7d_delta": -23,
    "commits_30d_delta": 924,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 9.24,
    "development_pace": "human",
    "fork_star_ratio": 0.3743,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 60,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T00:40:17+00:00",
    "last_release_at": "2026-03-22T22:34:36+00:00",
    "days_since_release": 10
  },
  {
    "name": "Promptfoo",
    "slug": "promptfoo",
    "category": "eval",
    "domain": "rag",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 19064,
    "forks": 1639,
    "monthly_downloads": 657566,
    "commits_30d": 1,
    "stars_7d_delta": 557,
    "stars_30d_delta": 19064,
    "dl_30d_delta": 657566,
    "commits_7d_delta": -300,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.029,
    "hype_bucket": "balanced",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.086,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 59,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 274,
    "last_commit_at": "2026-04-02T06:07:37+00:00",
    "last_release_at": "2026-03-24T22:52:54+00:00",
    "days_since_release": 8
  },
  {
    "name": "Nautilus Trader",
    "slug": "nautilus-trader",
    "category": "framework",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 21598,
    "forks": 2576,
    "monthly_downloads": 0,
    "commits_30d": 324,
    "stars_7d_delta": 165,
    "stars_30d_delta": 21598,
    "dl_30d_delta": 0,
    "commits_7d_delta": 24,
    "commits_30d_delta": 324,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 3.24,
    "development_pace": "human",
    "fork_star_ratio": 0.1193,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 59,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:24:48+00:00",
    "last_release_at": "2026-03-03T07:48:59+00:00",
    "days_since_release": 30
  },
  {
    "name": "LanceDB",
    "slug": "lancedb",
    "category": "infra",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 9730,
    "forks": 819,
    "monthly_downloads": 6163521,
    "commits_30d": 58,
    "stars_7d_delta": 72,
    "stars_30d_delta": 9730,
    "dl_30d_delta": 6163521,
    "commits_7d_delta": 5,
    "commits_30d_delta": 58,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0016,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "fast",
    "commits_per_contributor": 58.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0842,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 59,
    "traction_bucket": "company-driven",
    "dl_trend": "growing",
    "dl_weekly_velocity": 154527,
    "last_commit_at": "2026-04-02T04:51:18+00:00",
    "last_release_at": "2026-03-31T21:26:24+00:00",
    "days_since_release": 1
  },
  {
    "name": "cognee",
    "slug": "cognee",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 14853,
    "forks": 1498,
    "monthly_downloads": 0,
    "commits_30d": 194,
    "stars_7d_delta": 220,
    "stars_30d_delta": 14853,
    "dl_30d_delta": 0,
    "commits_7d_delta": 80,
    "commits_30d_delta": 194,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.94,
    "development_pace": "human",
    "fork_star_ratio": 0.1009,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 59,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T18:38:16+00:00",
    "last_release_at": "2026-03-30T22:02:56+00:00",
    "days_since_release": 2
  },
  {
    "name": "Langfuse",
    "slug": "langfuse",
    "category": "infra",
    "domain": "prompt-engineering",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 24216,
    "forks": 2444,
    "monthly_downloads": 17218447,
    "commits_30d": 222,
    "stars_7d_delta": 456,
    "stars_30d_delta": 24216,
    "dl_30d_delta": 17218447,
    "commits_7d_delta": 21,
    "commits_30d_delta": 222,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.001,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 222.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1009,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 59,
    "traction_bucket": "company-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": -57117,
    "last_commit_at": "2026-04-02T04:46:41+00:00",
    "last_release_at": "2026-03-31T16:36:39+00:00",
    "days_since_release": 1
  },
  {
    "name": "scikit-learn",
    "slug": "scikit-learn",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 65589,
    "forks": 26872,
    "monthly_downloads": 0,
    "commits_30d": 99,
    "stars_7d_delta": 61,
    "stars_30d_delta": 65589,
    "dl_30d_delta": 0,
    "commits_7d_delta": -7,
    "commits_30d_delta": 99,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 0.99,
    "development_pace": "human",
    "fork_star_ratio": 0.4097,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 58,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T18:17:38+00:00",
    "last_release_at": "2025-12-10T13:32:02+00:00",
    "days_since_release": 113
  },
  {
    "name": "Qdrant",
    "slug": "qdrant",
    "category": "infra",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 29977,
    "forks": 2150,
    "monthly_downloads": 25821772,
    "commits_30d": 132,
    "stars_7d_delta": 123,
    "stars_30d_delta": 29977,
    "dl_30d_delta": 25821772,
    "commits_7d_delta": 132,
    "commits_30d_delta": 132,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0007,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "fast",
    "commits_per_contributor": 132.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0717,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 58,
    "traction_bucket": "company-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-01T21:29:30+00:00",
    "last_release_at": "2026-03-27T08:37:25+00:00",
    "days_since_release": 6
  },
  {
    "name": "eliza",
    "slug": "eliza",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 18015,
    "forks": 5475,
    "monthly_downloads": 0,
    "commits_30d": 821,
    "stars_7d_delta": 92,
    "stars_30d_delta": 18015,
    "dl_30d_delta": 0,
    "commits_7d_delta": -75,
    "commits_30d_delta": 821,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 8.21,
    "development_pace": "human",
    "fork_star_ratio": 0.3039,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 58,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-29T04:37:01+00:00",
    "last_release_at": "2026-03-27T16:51:12+00:00",
    "days_since_release": 5
  },
  {
    "name": "Whisper",
    "slug": "whisper",
    "category": "model",
    "domain": null,
    "stack_layer": "model",
    "lab_name": "OpenAI",
    "stars": 97019,
    "forks": 11962,
    "monthly_downloads": 1845255,
    "commits_30d": 1,
    "stars_7d_delta": 387,
    "stars_30d_delta": 97019,
    "dl_30d_delta": 1845255,
    "commits_7d_delta": 1,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 81,
    "hype_ratio": 0.0149,
    "hype_bucket": "balanced",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.1233,
    "lifecycle_stage": "fading",
    "tier": 1,
    "traction_score": 57,
    "traction_bucket": "balanced",
    "dl_trend": "growing",
    "dl_weekly_velocity": 424819,
    "last_commit_at": "2026-03-27T21:08:20+00:00",
    "last_release_at": "2025-06-26T01:06:09+00:00",
    "days_since_release": 280
  },
  {
    "name": "ragflow",
    "slug": "ragflow",
    "category": "library",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 76850,
    "forks": 8615,
    "monthly_downloads": 2537229,
    "commits_30d": 206,
    "stars_7d_delta": 683,
    "stars_30d_delta": 76850,
    "dl_30d_delta": 2537229,
    "commits_7d_delta": -45,
    "commits_30d_delta": 206,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0303,
    "hype_bucket": "balanced",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 206.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1121,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 56,
    "traction_bucket": "company-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-02T06:15:09+00:00",
    "last_release_at": "2026-02-10T09:27:14+00:00",
    "days_since_release": 51
  },
  {
    "name": "AnythingLLM",
    "slug": "anything-llm",
    "category": "tool",
    "domain": "vector-db",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 57380,
    "forks": 6204,
    "monthly_downloads": 2807416,
    "commits_30d": 1,
    "stars_7d_delta": 646,
    "stars_30d_delta": 57380,
    "dl_30d_delta": 2807416,
    "commits_7d_delta": -72,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0204,
    "hype_bucket": "balanced",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.1081,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 56,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-02T05:28:00+00:00",
    "last_release_at": "2026-03-18T16:57:50+00:00",
    "days_since_release": 14
  },
  {
    "name": "rasa",
    "slug": "rasa",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 21110,
    "forks": 4914,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 6,
    "stars_30d_delta": 21110,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.2328,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 55,
    "traction_bucket": "infrastructure",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-01-29T19:10:46+00:00",
    "last_release_at": "2025-01-14T10:40:21+00:00",
    "days_since_release": 443
  },
  {
    "name": "Catboost",
    "slug": "catboost",
    "category": "library",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 8870,
    "forks": 1279,
    "monthly_downloads": 0,
    "commits_30d": 65,
    "stars_7d_delta": 9,
    "stars_30d_delta": 8870,
    "dl_30d_delta": 0,
    "commits_7d_delta": -7,
    "commits_30d_delta": 65,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 0.65,
    "development_pace": "human",
    "fork_star_ratio": 0.1442,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 55,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:48:45+00:00",
    "last_release_at": "2026-02-21T21:05:42+00:00",
    "days_since_release": 39
  },
  {
    "name": "IREE",
    "slug": "iree",
    "category": "infra",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 3687,
    "forks": 873,
    "monthly_downloads": 0,
    "commits_30d": 381,
    "stars_7d_delta": 15,
    "stars_30d_delta": 3687,
    "dl_30d_delta": 0,
    "commits_7d_delta": -52,
    "commits_30d_delta": 381,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 3.81,
    "development_pace": "human",
    "fork_star_ratio": 0.2368,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 55,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:36:48+00:00",
    "last_release_at": "2026-04-02T10:28:21+00:00",
    "days_since_release": 0
  },
  {
    "name": "Giskard",
    "slug": "giskard",
    "category": "eval",
    "domain": null,
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 5213,
    "forks": 422,
    "monthly_downloads": 35471,
    "commits_30d": 67,
    "stars_7d_delta": 14,
    "stars_30d_delta": 5213,
    "dl_30d_delta": 35471,
    "commits_7d_delta": 6,
    "commits_30d_delta": 67,
    "contributors_30d_delta": 59,
    "hype_ratio": 0.147,
    "hype_bucket": "balanced",
    "velocity_band": "fast",
    "commits_per_contributor": 1.14,
    "development_pace": "human",
    "fork_star_ratio": 0.081,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 55,
    "traction_bucket": "community-driven",
    "dl_trend": "slowing",
    "dl_weekly_velocity": -2158,
    "last_commit_at": "2026-04-01T22:21:23+00:00",
    "last_release_at": "2026-03-26T11:07:50+00:00",
    "days_since_release": 7
  },
  {
    "name": "TRL",
    "slug": "trl",
    "category": "library",
    "domain": null,
    "stack_layer": "model",
    "lab_name": "Hugging Face",
    "stars": 17880,
    "forks": 2601,
    "monthly_downloads": 3184004,
    "commits_30d": 108,
    "stars_7d_delta": 86,
    "stars_30d_delta": 17880,
    "dl_30d_delta": 3184004,
    "commits_7d_delta": 10,
    "commits_30d_delta": 108,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0056,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "fast",
    "commits_per_contributor": 108.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1455,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 55,
    "traction_bucket": "company-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 18971,
    "last_commit_at": "2026-04-01T16:56:55+00:00",
    "last_release_at": "2026-03-31T14:15:06+00:00",
    "days_since_release": 1
  },
  {
    "name": "PydanticAI",
    "slug": "pydantic-ai",
    "category": "framework",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 16031,
    "forks": 1860,
    "monthly_downloads": 17617503,
    "commits_30d": 71,
    "stars_7d_delta": 244,
    "stars_30d_delta": 16031,
    "dl_30d_delta": 17617503,
    "commits_7d_delta": 5,
    "commits_30d_delta": 71,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0009,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "fast",
    "commits_per_contributor": 71.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.116,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 55,
    "traction_bucket": "company-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": -53997,
    "last_commit_at": "2026-04-02T05:09:38+00:00",
    "last_release_at": "2026-04-02T00:16:24+00:00",
    "days_since_release": 0
  },
  {
    "name": "Marimo",
    "slug": "marimo",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 20070,
    "forks": 1007,
    "monthly_downloads": 0,
    "commits_30d": 223,
    "stars_7d_delta": 132,
    "stars_30d_delta": 20070,
    "dl_30d_delta": 0,
    "commits_7d_delta": 18,
    "commits_30d_delta": 223,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 2.23,
    "development_pace": "human",
    "fork_star_ratio": 0.0502,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 55,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:39:47+00:00",
    "last_release_at": "2026-03-31T22:51:56+00:00",
    "days_since_release": 1
  },
  {
    "name": "pandas",
    "slug": "pandas",
    "category": "library",
    "domain": null,
    "stack_layer": "data",
    "lab_name": null,
    "stars": 48322,
    "forks": 19808,
    "monthly_downloads": 0,
    "commits_30d": 475,
    "stars_7d_delta": 77,
    "stars_30d_delta": 48322,
    "dl_30d_delta": 0,
    "commits_7d_delta": 85,
    "commits_30d_delta": 475,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 4.75,
    "development_pace": "human",
    "fork_star_ratio": 0.4099,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 55,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T20:25:28+00:00",
    "last_release_at": "2026-03-30T20:14:45+00:00",
    "days_since_release": 2
  },
  {
    "name": "openclaw",
    "slug": "openclaw",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 345027,
    "forks": 68523,
    "monthly_downloads": 0,
    "commits_30d": 7615,
    "stars_7d_delta": 8691,
    "stars_30d_delta": 345027,
    "dl_30d_delta": 0,
    "commits_7d_delta": 390,
    "commits_30d_delta": 7615,
    "contributors_30d_delta": 98,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 77.7,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1986,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 55,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:07:36+00:00",
    "last_release_at": "2026-04-01T16:58:06+00:00",
    "days_since_release": 0
  },
  {
    "name": "Cline",
    "slug": "cline",
    "category": "agent",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 59769,
    "forks": 6077,
    "monthly_downloads": 3485933,
    "commits_30d": 1,
    "stars_7d_delta": 405,
    "stars_30d_delta": 59769,
    "dl_30d_delta": 3485933,
    "commits_7d_delta": -108,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0171,
    "hype_bucket": "balanced",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.1017,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 55,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-02T05:02:01+00:00",
    "last_release_at": "2026-04-01T17:26:16+00:00",
    "days_since_release": 0
  },
  {
    "name": "Tokenizers",
    "slug": "tokenizers",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": "Hugging Face",
    "stars": 10586,
    "forks": 1065,
    "monthly_downloads": 132717179,
    "commits_30d": 1,
    "stars_7d_delta": 20,
    "stars_30d_delta": 10586,
    "dl_30d_delta": 132717179,
    "commits_7d_delta": -6,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0001,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1006,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 54,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": -2323082,
    "last_commit_at": "2026-04-01T15:06:21+00:00",
    "last_release_at": "2025-12-02T13:01:19+00:00",
    "days_since_release": 121
  },
  {
    "name": "OpenMetadata",
    "slug": "openmetadata",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 9144,
    "forks": 1706,
    "monthly_downloads": 0,
    "commits_30d": 556,
    "stars_7d_delta": 131,
    "stars_30d_delta": 9144,
    "dl_30d_delta": 0,
    "commits_7d_delta": 8,
    "commits_30d_delta": 556,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 5.56,
    "development_pace": "human",
    "fork_star_ratio": 0.1866,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 54,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:10:16+00:00",
    "last_release_at": "2026-03-30T10:43:24+00:00",
    "days_since_release": 3
  },
  {
    "name": "spaCy",
    "slug": "spacy",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 33408,
    "forks": 4667,
    "monthly_downloads": 0,
    "commits_30d": 34,
    "stars_7d_delta": 22,
    "stars_30d_delta": 33408,
    "dl_30d_delta": 0,
    "commits_7d_delta": 4,
    "commits_30d_delta": 34,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 0.34,
    "development_pace": "human",
    "fork_star_ratio": 0.1397,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 54,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-28T20:59:29+00:00",
    "last_release_at": "2026-03-29T07:47:14+00:00",
    "days_since_release": 4
  },
  {
    "name": "LocalAI",
    "slug": "localai",
    "category": "infra",
    "domain": "transformers",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 44682,
    "forks": 3839,
    "monthly_downloads": 2775643,
    "commits_30d": 214,
    "stars_7d_delta": 279,
    "stars_30d_delta": 44682,
    "dl_30d_delta": 2775643,
    "commits_7d_delta": -12,
    "commits_30d_delta": 214,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0161,
    "hype_bucket": "balanced",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 214.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0859,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 54,
    "traction_bucket": "company-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-01T19:45:34+00:00",
    "last_release_at": "2026-03-14T18:18:41+00:00",
    "days_since_release": 18
  },
  {
    "name": "Instructor",
    "slug": "instructor",
    "category": "library",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 12668,
    "forks": 998,
    "monthly_downloads": 8867534,
    "commits_30d": 2,
    "stars_7d_delta": 68,
    "stars_30d_delta": 12668,
    "dl_30d_delta": 8867534,
    "commits_7d_delta": -1,
    "commits_30d_delta": 2,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.0014,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 0.02,
    "development_pace": "human",
    "fork_star_ratio": 0.0788,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 53,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": -159629,
    "last_commit_at": "2026-03-30T22:34:33+00:00",
    "last_release_at": "2026-01-29T14:18:25+00:00",
    "days_since_release": 62
  },
  {
    "name": "Anthropic SDK",
    "slug": "anthropic-sdk",
    "category": "library",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": "Anthropic",
    "stars": 3103,
    "forks": 573,
    "monthly_downloads": 82035440,
    "commits_30d": 36,
    "stars_7d_delta": 89,
    "stars_30d_delta": 3103,
    "dl_30d_delta": 82035440,
    "commits_7d_delta": 17,
    "commits_30d_delta": 36,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "moderate",
    "commits_per_contributor": 36.0,
    "development_pace": "machine-assisted",
    "fork_star_ratio": 0.1847,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 53,
    "traction_bucket": "stealth-adoption",
    "dl_trend": "stable",
    "dl_weekly_velocity": 1221813,
    "last_commit_at": "2026-04-02T05:29:54+00:00",
    "last_release_at": "2026-04-01T19:58:33+00:00",
    "days_since_release": 0
  },
  {
    "name": "FastMCP",
    "slug": "fastmcp",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 24206,
    "forks": 1876,
    "monthly_downloads": 78413808,
    "commits_30d": 1,
    "stars_7d_delta": 172,
    "stars_30d_delta": 24206,
    "dl_30d_delta": 78413808,
    "commits_7d_delta": -160,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0003,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0775,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 53,
    "traction_bucket": "balanced",
    "dl_trend": "accelerating",
    "dl_weekly_velocity": 3563556,
    "last_commit_at": "2026-04-01T21:21:08+00:00",
    "last_release_at": "2026-03-30T20:25:20+00:00",
    "days_since_release": 2
  },
  {
    "name": "Mirascope",
    "slug": "mirascope",
    "category": "library",
    "domain": "prompt-engineering",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 1444,
    "forks": 114,
    "monthly_downloads": 54024,
    "commits_30d": 22,
    "stars_7d_delta": 5,
    "stars_30d_delta": 1444,
    "dl_30d_delta": 54024,
    "commits_7d_delta": 21,
    "commits_30d_delta": 22,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0267,
    "hype_bucket": "balanced",
    "velocity_band": "moderate",
    "commits_per_contributor": 22.0,
    "development_pace": "machine-assisted",
    "fork_star_ratio": 0.0789,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 52,
    "traction_bucket": "stealth-adoption",
    "dl_trend": "slowing",
    "dl_weekly_velocity": -1562,
    "last_commit_at": "2026-04-01T00:41:30+00:00",
    "last_release_at": "2026-03-08T03:59:23+00:00",
    "days_since_release": 25
  },
  {
    "name": "agentscope",
    "slug": "agentscope",
    "category": "library",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 22784,
    "forks": 2330,
    "monthly_downloads": 0,
    "commits_30d": 31,
    "stars_7d_delta": 2812,
    "stars_30d_delta": 22784,
    "dl_30d_delta": 0,
    "commits_7d_delta": 8,
    "commits_30d_delta": 31,
    "contributors_30d_delta": 61,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 0.51,
    "development_pace": "human",
    "fork_star_ratio": 0.1023,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 51,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T04:08:34+00:00",
    "last_release_at": "2026-03-26T13:01:05+00:00",
    "days_since_release": 7
  },
  {
    "name": "ADK Python",
    "slug": "adk-python",
    "category": "framework",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 18701,
    "forks": 3164,
    "monthly_downloads": 0,
    "commits_30d": 132,
    "stars_7d_delta": 105,
    "stars_30d_delta": 18701,
    "dl_30d_delta": 0,
    "commits_7d_delta": -11,
    "commits_30d_delta": 132,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 132.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1692,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 51,
    "traction_bucket": "infrastructure",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:31:43+00:00",
    "last_release_at": "2026-03-27T00:02:15+00:00",
    "days_since_release": 6
  },
  {
    "name": "activepieces",
    "slug": "activepieces",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 21518,
    "forks": 3491,
    "monthly_downloads": 0,
    "commits_30d": 516,
    "stars_7d_delta": 98,
    "stars_30d_delta": 21518,
    "dl_30d_delta": 0,
    "commits_7d_delta": -12,
    "commits_30d_delta": 516,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 5.16,
    "development_pace": "human",
    "fork_star_ratio": 0.1622,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 51,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:52:16+00:00",
    "last_release_at": "2026-04-01T15:10:02+00:00",
    "days_since_release": 0
  },
  {
    "name": "LLaVA",
    "slug": "llava",
    "category": "model",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 24640,
    "forks": 2758,
    "monthly_downloads": 3402385,
    "commits_30d": 0,
    "stars_7d_delta": 26,
    "stars_30d_delta": 24640,
    "dl_30d_delta": 3402385,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 47,
    "hype_ratio": 0.0072,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1119,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 51,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2024-08-12T09:52:38+00:00",
    "last_release_at": "2024-01-31T06:07:08+00:00",
    "days_since_release": 792
  },
  {
    "name": "Letta",
    "slug": "letta",
    "category": "framework",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 21851,
    "forks": 2308,
    "monthly_downloads": 95015,
    "commits_30d": 134,
    "stars_7d_delta": 101,
    "stars_30d_delta": 21851,
    "dl_30d_delta": 95015,
    "commits_7d_delta": 133,
    "commits_30d_delta": 134,
    "contributors_30d_delta": 100,
    "hype_ratio": 0.23,
    "hype_bucket": "balanced",
    "velocity_band": "fast",
    "commits_per_contributor": 1.34,
    "development_pace": "human",
    "fork_star_ratio": 0.1056,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 51,
    "traction_bucket": "community-driven",
    "dl_trend": "slowing",
    "dl_weekly_velocity": -5387,
    "last_commit_at": "2026-03-31T19:28:24+00:00",
    "last_release_at": "2026-03-31T19:28:24+00:00",
    "days_since_release": 1
  },
  {
    "name": "Mem0",
    "slug": "mem0",
    "category": "framework",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 51736,
    "forks": 5792,
    "monthly_downloads": 2772806,
    "commits_30d": 153,
    "stars_7d_delta": 660,
    "stars_30d_delta": 51736,
    "dl_30d_delta": 2772806,
    "commits_7d_delta": 51,
    "commits_30d_delta": 153,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0187,
    "hype_bucket": "balanced",
    "velocity_band": "fast",
    "commits_per_contributor": 153.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.112,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 51,
    "traction_bucket": "company-driven",
    "dl_trend": "declining",
    "dl_weekly_velocity": -83202,
    "last_commit_at": "2026-04-02T04:49:27+00:00",
    "last_release_at": "2026-04-02T10:55:10+00:00",
    "days_since_release": 0
  },
  {
    "name": "botpress",
    "slug": "botpress",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 14622,
    "forks": 2248,
    "monthly_downloads": 0,
    "commits_30d": 73,
    "stars_7d_delta": 6,
    "stars_30d_delta": 14622,
    "dl_30d_delta": 0,
    "commits_7d_delta": -5,
    "commits_30d_delta": 73,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 73.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1537,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 50,
    "traction_bucket": "infrastructure",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:36:38+00:00",
    "last_release_at": "2023-06-22T19:23:10+00:00",
    "days_since_release": 1014
  },
  {
    "name": "Pinecone",
    "slug": "pinecone",
    "category": "infra",
    "domain": null,
    "stack_layer": "data",
    "lab_name": null,
    "stars": 425,
    "forks": 118,
    "monthly_downloads": 1577830,
    "commits_30d": 7,
    "stars_7d_delta": 3,
    "stars_30d_delta": 425,
    "dl_30d_delta": 1577830,
    "commits_7d_delta": 7,
    "commits_30d_delta": 7,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0003,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 7.0,
    "development_pace": "human",
    "fork_star_ratio": 0.2776,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 50,
    "traction_bucket": "stealth-adoption",
    "dl_trend": "stable",
    "dl_weekly_velocity": -7316,
    "last_commit_at": "2026-04-01T20:35:10+00:00",
    "last_release_at": "2026-02-19T20:29:56+00:00",
    "days_since_release": 41
  },
  {
    "name": "LM Evaluation Harness",
    "slug": "lm-eval-harness",
    "category": "eval",
    "domain": null,
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 11973,
    "forks": 3146,
    "monthly_downloads": 1253071,
    "commits_30d": 1,
    "stars_7d_delta": 124,
    "stars_30d_delta": 11973,
    "dl_30d_delta": 1253071,
    "commits_7d_delta": -16,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0096,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.2628,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 50,
    "traction_bucket": "balanced",
    "dl_trend": "slowing",
    "dl_weekly_velocity": -77843,
    "last_commit_at": "2026-04-01T11:53:45+00:00",
    "last_release_at": "2026-02-13T20:21:47+00:00",
    "days_since_release": 47
  },
  {
    "name": "gptme",
    "slug": "gptme",
    "category": "tool",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 4254,
    "forks": 369,
    "monthly_downloads": 36604,
    "commits_30d": 318,
    "stars_7d_delta": 7,
    "stars_30d_delta": 4254,
    "dl_30d_delta": 36604,
    "commits_7d_delta": 71,
    "commits_30d_delta": 318,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.1162,
    "hype_bucket": "balanced",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 318.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0867,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 50,
    "traction_bucket": "stealth-adoption",
    "dl_trend": "slowing",
    "dl_weekly_velocity": -4596,
    "last_commit_at": "2026-04-02T05:03:17+00:00",
    "last_release_at": "2026-03-30T13:20:24+00:00",
    "days_since_release": 3
  },
  {
    "name": "server",
    "slug": "server",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 7389,
    "forks": 2028,
    "monthly_downloads": 0,
    "commits_30d": 52,
    "stars_7d_delta": 41,
    "stars_30d_delta": 7389,
    "dl_30d_delta": 0,
    "commits_7d_delta": 48,
    "commits_30d_delta": 52,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 0.52,
    "development_pace": "human",
    "fork_star_ratio": 0.2745,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 50,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:32:49+00:00",
    "last_release_at": "2026-02-12T19:39:55+00:00",
    "days_since_release": 48
  },
  {
    "name": "Flowise",
    "slug": "flowise",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 51396,
    "forks": 24017,
    "monthly_downloads": 6131122,
    "commits_30d": 1,
    "stars_7d_delta": 305,
    "stars_30d_delta": 51396,
    "dl_30d_delta": 6131122,
    "commits_7d_delta": -72,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0084,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.4673,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 50,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-02T04:57:05+00:00",
    "last_release_at": "2026-03-23T11:42:24+00:00",
    "days_since_release": 10
  },
  {
    "name": "Phidata",
    "slug": "phidata",
    "category": "framework",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 39093,
    "forks": 5185,
    "monthly_downloads": 137970,
    "commits_30d": 91,
    "stars_7d_delta": 158,
    "stars_30d_delta": 39093,
    "dl_30d_delta": 137970,
    "commits_7d_delta": 0,
    "commits_30d_delta": 91,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.2833,
    "hype_bucket": "balanced",
    "velocity_band": "fast",
    "commits_per_contributor": 91.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1326,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 50,
    "traction_bucket": "company-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 582,
    "last_commit_at": "2026-04-02T04:23:37+00:00",
    "last_release_at": "2026-04-01T01:29:59+00:00",
    "days_since_release": 1
  },
  {
    "name": "Weights & Biases",
    "slug": "wandb",
    "category": "infra",
    "domain": "ml-frameworks",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 10944,
    "forks": 851,
    "monthly_downloads": 22813384,
    "commits_30d": 1,
    "stars_7d_delta": 6,
    "stars_30d_delta": 10944,
    "dl_30d_delta": 22813384,
    "commits_7d_delta": -88,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0005,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0778,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 50,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": -196122,
    "last_commit_at": "2026-04-02T06:04:30+00:00",
    "last_release_at": "2026-03-10T23:54:02+00:00",
    "days_since_release": 22
  },
  {
    "name": "Optuna",
    "slug": "optuna",
    "category": "library",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 13818,
    "forks": 1292,
    "monthly_downloads": 0,
    "commits_30d": 157,
    "stars_7d_delta": 57,
    "stars_30d_delta": 13818,
    "dl_30d_delta": 0,
    "commits_7d_delta": -2,
    "commits_30d_delta": 157,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.57,
    "development_pace": "human",
    "fork_star_ratio": 0.0935,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 50,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T02:27:03+00:00",
    "last_release_at": "2026-03-16T04:59:17+00:00",
    "days_since_release": 17
  },
  {
    "name": "AutoGPT",
    "slug": "autogpt",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 183044,
    "forks": 46221,
    "monthly_downloads": 0,
    "commits_30d": 135,
    "stars_7d_delta": 206,
    "stars_30d_delta": 183044,
    "dl_30d_delta": 0,
    "commits_7d_delta": -40,
    "commits_30d_delta": 135,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.35,
    "development_pace": "human",
    "fork_star_ratio": 0.2525,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 50,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:10:46+00:00",
    "last_release_at": "2026-03-25T05:17:45+00:00",
    "days_since_release": 8
  },
  {
    "name": "Skypilot",
    "slug": "skypilot",
    "category": "infra",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 9742,
    "forks": 1011,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 37,
    "stars_30d_delta": 9742,
    "dl_30d_delta": 0,
    "commits_7d_delta": -167,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.1038,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 50,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T04:35:11+00:00",
    "last_release_at": "2026-03-24T03:37:38+00:00",
    "days_since_release": 9
  },
  {
    "name": "oceanbase",
    "slug": "oceanbase",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 10044,
    "forks": 1888,
    "monthly_downloads": 0,
    "commits_30d": 108,
    "stars_7d_delta": 5,
    "stars_30d_delta": 10044,
    "dl_30d_delta": 0,
    "commits_7d_delta": -98,
    "commits_30d_delta": 108,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.08,
    "development_pace": "human",
    "fork_star_ratio": 0.188,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 49,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T01:01:26+00:00",
    "last_release_at": "2026-03-18T06:55:48+00:00",
    "days_since_release": 15
  },
  {
    "name": "Kilocode",
    "slug": "kilocode",
    "category": "agent",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 17499,
    "forks": 2281,
    "monthly_downloads": 0,
    "commits_30d": 1719,
    "stars_7d_delta": 300,
    "stars_30d_delta": 17499,
    "dl_30d_delta": 0,
    "commits_7d_delta": -296,
    "commits_30d_delta": 1719,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 17.19,
    "development_pace": "human",
    "fork_star_ratio": 0.1304,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 48,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:25:30+00:00",
    "last_release_at": "2026-04-02T10:19:10+00:00",
    "days_since_release": 0
  },
  {
    "name": "Agenta",
    "slug": "agenta",
    "category": "tool",
    "domain": null,
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 3992,
    "forks": 504,
    "monthly_downloads": 0,
    "commits_30d": 626,
    "stars_7d_delta": 17,
    "stars_30d_delta": 3992,
    "dl_30d_delta": 0,
    "commits_7d_delta": -319,
    "commits_30d_delta": 626,
    "contributors_30d_delta": 84,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 7.45,
    "development_pace": "human",
    "fork_star_ratio": 0.1263,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 48,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:20:54+00:00",
    "last_release_at": "2026-04-01T15:03:12+00:00",
    "days_since_release": 0
  },
  {
    "name": "mcp-context-forge",
    "slug": "mcp-context-forge",
    "category": "infra",
    "domain": "mcp",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 3507,
    "forks": 615,
    "monthly_downloads": 0,
    "commits_30d": 188,
    "stars_7d_delta": 35,
    "stars_30d_delta": 3507,
    "dl_30d_delta": 0,
    "commits_7d_delta": -11,
    "commits_30d_delta": 188,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.88,
    "development_pace": "human",
    "fork_star_ratio": 0.1754,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 48,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:56:00+00:00",
    "last_release_at": "2026-03-09T04:13:11+00:00",
    "days_since_release": 24
  },
  {
    "name": "opencv",
    "slug": "opencv",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 86881,
    "forks": 56536,
    "monthly_downloads": 0,
    "commits_30d": 45,
    "stars_7d_delta": 89,
    "stars_30d_delta": 86881,
    "dl_30d_delta": 0,
    "commits_7d_delta": 4,
    "commits_30d_delta": 45,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 0.45,
    "development_pace": "human",
    "fork_star_ratio": 0.6507,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 48,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:55:02+00:00",
    "last_release_at": "2025-12-31T09:44:36+00:00",
    "days_since_release": 92
  },
  {
    "name": "diffusers",
    "slug": "diffusers",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 33239,
    "forks": 6887,
    "monthly_downloads": 0,
    "commits_30d": 70,
    "stars_7d_delta": 75,
    "stars_30d_delta": 33239,
    "dl_30d_delta": 0,
    "commits_7d_delta": -7,
    "commits_30d_delta": 70,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 70.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.2072,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 47,
    "traction_bucket": "infrastructure",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T21:55:26+00:00",
    "last_release_at": "2026-03-25T08:23:43+00:00",
    "days_since_release": 8
  },
  {
    "name": "supabase",
    "slug": "supabase",
    "category": "tool",
    "domain": "embeddings",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 100043,
    "forks": 11954,
    "monthly_downloads": 0,
    "commits_30d": 639,
    "stars_7d_delta": 408,
    "stars_30d_delta": 100043,
    "dl_30d_delta": 0,
    "commits_7d_delta": 11,
    "commits_30d_delta": 639,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 6.39,
    "development_pace": "human",
    "fork_star_ratio": 0.1195,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 47,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:03:21+00:00",
    "last_release_at": "2026-03-05T18:43:08+00:00",
    "days_since_release": 27
  },
  {
    "name": "Outlines",
    "slug": "outlines",
    "category": "library",
    "domain": "prompt-engineering",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 13611,
    "forks": 676,
    "monthly_downloads": 1523179,
    "commits_30d": 1,
    "stars_7d_delta": 8,
    "stars_30d_delta": 13611,
    "dl_30d_delta": 1523179,
    "commits_7d_delta": -19,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0089,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0497,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 47,
    "traction_bucket": "balanced",
    "dl_trend": "growing",
    "dl_weekly_velocity": 40496,
    "last_commit_at": "2026-03-26T15:53:29+00:00",
    "last_release_at": "2026-03-03T11:06:02+00:00",
    "days_since_release": 30
  },
  {
    "name": "Deer Flow",
    "slug": "deer-flow",
    "category": "agent",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 56223,
    "forks": 6880,
    "monthly_downloads": 0,
    "commits_30d": 212,
    "stars_7d_delta": 9297,
    "stars_30d_delta": 56223,
    "dl_30d_delta": 0,
    "commits_7d_delta": 64,
    "commits_30d_delta": 212,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 2.12,
    "development_pace": "human",
    "fork_star_ratio": 0.1224,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 47,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:06:10+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Modular",
    "slug": "modular",
    "category": "framework",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 25822,
    "forks": 2793,
    "monthly_downloads": 0,
    "commits_30d": 1207,
    "stars_7d_delta": 14,
    "stars_30d_delta": 25822,
    "dl_30d_delta": 0,
    "commits_7d_delta": -11,
    "commits_30d_delta": 1207,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 12.07,
    "development_pace": "human",
    "fork_star_ratio": 0.1082,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 46,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:44:53+00:00",
    "last_release_at": "2026-03-19T15:59:53+00:00",
    "days_since_release": 13
  },
  {
    "name": "composio",
    "slug": "composio",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 27607,
    "forks": 4497,
    "monthly_downloads": 0,
    "commits_30d": 355,
    "stars_7d_delta": 82,
    "stars_30d_delta": 27607,
    "dl_30d_delta": 0,
    "commits_7d_delta": -38,
    "commits_30d_delta": 355,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 355.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1629,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 46,
    "traction_bucket": "infrastructure",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:15:12+00:00",
    "last_release_at": "2026-04-02T08:10:17+00:00",
    "days_since_release": 0
  },
  {
    "name": "Stable Diffusion",
    "slug": "stable-diffusion",
    "category": "model",
    "domain": null,
    "stack_layer": "model",
    "lab_name": "Stability AI",
    "stars": 27061,
    "forks": 3071,
    "monthly_downloads": 1979025,
    "commits_30d": 0,
    "stars_7d_delta": 15,
    "stars_30d_delta": 27061,
    "dl_30d_delta": 1979025,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 19,
    "hype_ratio": 0.0137,
    "hype_bucket": "balanced",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1135,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 46,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2025-12-16T08:36:18+00:00",
    "last_release_at": "2023-07-27T08:07:20+00:00",
    "days_since_release": 980
  },
  {
    "name": "firecrawl",
    "slug": "firecrawl",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 102670,
    "forks": 6767,
    "monthly_downloads": 0,
    "commits_30d": 124,
    "stars_7d_delta": 4279,
    "stars_30d_delta": 102670,
    "dl_30d_delta": 0,
    "commits_7d_delta": -29,
    "commits_30d_delta": 124,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.24,
    "development_pace": "human",
    "fork_star_ratio": 0.0659,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 45,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:14:54+00:00",
    "last_release_at": "2026-02-03T17:12:04+00:00",
    "days_since_release": 57
  },
  {
    "name": "Sentence Transformers",
    "slug": "sentence-transformers",
    "category": "library",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 18486,
    "forks": 2768,
    "monthly_downloads": 26661964,
    "commits_30d": 1,
    "stars_7d_delta": 34,
    "stars_30d_delta": 18486,
    "dl_30d_delta": 26661964,
    "commits_7d_delta": -6,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0007,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1497,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 45,
    "traction_bucket": "balanced",
    "dl_trend": "slowing",
    "dl_weekly_velocity": -2826321,
    "last_commit_at": "2026-03-25T15:38:03+00:00",
    "last_release_at": "2026-03-12T14:54:11+00:00",
    "days_since_release": 20
  },
  {
    "name": "OpenAI Python",
    "slug": "openai-python",
    "category": "library",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": "OpenAI",
    "stars": 30355,
    "forks": 4679,
    "monthly_downloads": 229683525,
    "commits_30d": 1,
    "stars_7d_delta": 11,
    "stars_30d_delta": 30355,
    "dl_30d_delta": 229683525,
    "commits_7d_delta": -27,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0001,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1541,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 45,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 3890281,
    "last_commit_at": "2026-04-02T05:33:06+00:00",
    "last_release_at": "2026-03-25T22:08:18+00:00",
    "days_since_release": 7
  },
  {
    "name": "MCP Python SDK",
    "slug": "mcp-python-sdk",
    "category": "library",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": "Anthropic",
    "stars": 22466,
    "forks": 3262,
    "monthly_downloads": 172514378,
    "commits_30d": 1,
    "stars_7d_delta": 152,
    "stars_30d_delta": 22466,
    "dl_30d_delta": 172514378,
    "commits_7d_delta": -24,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0001,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1452,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 45,
    "traction_bucket": "balanced",
    "dl_trend": "accelerating",
    "dl_weekly_velocity": 4603484,
    "last_commit_at": "2026-04-01T21:06:00+00:00",
    "last_release_at": "2026-01-24T19:26:20+00:00",
    "days_since_release": 67
  },
  {
    "name": "python-telegram-bot",
    "slug": "python-telegram-bot",
    "category": "library",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 29006,
    "forks": 6014,
    "monthly_downloads": 0,
    "commits_30d": 27,
    "stars_7d_delta": 24,
    "stars_30d_delta": 29006,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 27,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 0.27,
    "development_pace": "human",
    "fork_star_ratio": 0.2073,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 45,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T06:10:52+00:00",
    "last_release_at": "2026-03-16T09:36:38+00:00",
    "days_since_release": 17
  },
  {
    "name": "Gemma",
    "slug": "gemma",
    "category": "model",
    "domain": null,
    "stack_layer": "model",
    "lab_name": "Google DeepMind",
    "stars": 5611,
    "forks": 581,
    "monthly_downloads": 488701,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 5611,
    "dl_30d_delta": 488701,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 16,
    "hype_ratio": 0.0115,
    "hype_bucket": "balanced",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1035,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 45,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2025-05-30T20:45:51+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Apache TVM",
    "slug": "tvm",
    "category": "framework",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 13241,
    "forks": 3843,
    "monthly_downloads": 0,
    "commits_30d": 49,
    "stars_7d_delta": 21,
    "stars_30d_delta": 13241,
    "dl_30d_delta": 0,
    "commits_7d_delta": -3,
    "commits_30d_delta": 49,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 0.49,
    "development_pace": "human",
    "fork_star_ratio": 0.2902,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 45,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:32:17+00:00",
    "last_release_at": "2026-02-01T10:49:16+00:00",
    "days_since_release": 60
  },
  {
    "name": "vespa",
    "slug": "vespa",
    "category": "tool",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 6852,
    "forks": 706,
    "monthly_downloads": 0,
    "commits_30d": 479,
    "stars_7d_delta": 19,
    "stars_30d_delta": 6852,
    "dl_30d_delta": 0,
    "commits_7d_delta": -85,
    "commits_30d_delta": 479,
    "contributors_30d_delta": 99,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 4.84,
    "development_pace": "human",
    "fork_star_ratio": 0.103,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 45,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T21:39:48+00:00",
    "last_release_at": "2026-03-31T09:05:17+00:00",
    "days_since_release": 2
  },
  {
    "name": "intentkit",
    "slug": "intentkit",
    "category": "library",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 6499,
    "forks": 703,
    "monthly_downloads": 0,
    "commits_30d": 177,
    "stars_7d_delta": -1,
    "stars_30d_delta": 6499,
    "dl_30d_delta": 0,
    "commits_7d_delta": 27,
    "commits_30d_delta": 177,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 177.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1082,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 45,
    "traction_bucket": "company-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T02:16:35+00:00",
    "last_release_at": "2026-04-02T11:42:21+00:00",
    "days_since_release": 0
  },
  {
    "name": "go",
    "slug": "go",
    "category": "tool",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 133223,
    "forks": 18885,
    "monthly_downloads": 0,
    "commits_30d": 178,
    "stars_7d_delta": 52,
    "stars_30d_delta": 133223,
    "dl_30d_delta": 0,
    "commits_7d_delta": 27,
    "commits_30d_delta": 178,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.78,
    "development_pace": "human",
    "fork_star_ratio": 0.1418,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 44,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:07:55+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Screenpipe",
    "slug": "screenpipe",
    "category": "tool",
    "domain": null,
    "stack_layer": "data",
    "lab_name": null,
    "stars": 17941,
    "forks": 1584,
    "monthly_downloads": 0,
    "commits_30d": 1048,
    "stars_7d_delta": 366,
    "stars_30d_delta": 17941,
    "dl_30d_delta": 0,
    "commits_7d_delta": -173,
    "commits_30d_delta": 1048,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 10.48,
    "development_pace": "human",
    "fork_star_ratio": 0.0883,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 44,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T01:03:13+00:00",
    "last_release_at": "2026-04-01T01:47:58+00:00",
    "days_since_release": 1
  },
  {
    "name": "supertux",
    "slug": "supertux",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 3001,
    "forks": 578,
    "monthly_downloads": 0,
    "commits_30d": 38,
    "stars_7d_delta": 4,
    "stars_30d_delta": 3001,
    "dl_30d_delta": 0,
    "commits_7d_delta": -2,
    "commits_30d_delta": 38,
    "contributors_30d_delta": 99,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 0.38,
    "development_pace": "human",
    "fork_star_ratio": 0.1926,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 44,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T20:31:34+00:00",
    "last_release_at": "2026-03-15T06:04:25+00:00",
    "days_since_release": 18
  },
  {
    "name": "chatgpt-on-wechat",
    "slug": "chatgpt-on-wechat",
    "category": "library",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 42704,
    "forks": 9863,
    "monthly_downloads": 152573,
    "commits_30d": 155,
    "stars_7d_delta": 163,
    "stars_30d_delta": 42704,
    "dl_30d_delta": 152573,
    "commits_7d_delta": 48,
    "commits_30d_delta": 155,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.2799,
    "hype_bucket": "balanced",
    "velocity_band": "fast",
    "commits_per_contributor": 155.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.231,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 44,
    "traction_bucket": "company-driven",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-02T03:47:45+00:00",
    "last_release_at": "2026-04-01T07:10:33+00:00",
    "days_since_release": 1
  },
  {
    "name": "LLaMA",
    "slug": "llama",
    "category": "model",
    "domain": null,
    "stack_layer": "model",
    "lab_name": "Meta AI",
    "stars": 7545,
    "forks": 1356,
    "monthly_downloads": 1777169,
    "commits_30d": 0,
    "stars_7d_delta": 12,
    "stars_30d_delta": 7545,
    "dl_30d_delta": 1777169,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0042,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1797,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 43,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-02-11T16:38:31+00:00",
    "last_release_at": "2025-04-05T19:02:56+00:00",
    "days_since_release": 361
  },
  {
    "name": "OpenHands",
    "slug": "openhands",
    "category": "agent",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 70404,
    "forks": 8815,
    "monthly_downloads": 1348077,
    "commits_30d": 1,
    "stars_7d_delta": 624,
    "stars_30d_delta": 70404,
    "dl_30d_delta": 1348077,
    "commits_7d_delta": -227,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0522,
    "hype_bucket": "balanced",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1252,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 43,
    "traction_bucket": "balanced",
    "dl_trend": "accelerating",
    "dl_weekly_velocity": 44446,
    "last_commit_at": "2026-04-02T06:00:10+00:00",
    "last_release_at": "2026-03-30T16:01:39+00:00",
    "days_since_release": 2
  },
  {
    "name": "MS-Swift",
    "slug": "ms-swift",
    "category": "framework",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 13474,
    "forks": 1317,
    "monthly_downloads": 0,
    "commits_30d": 91,
    "stars_7d_delta": 118,
    "stars_30d_delta": 13474,
    "dl_30d_delta": 0,
    "commits_7d_delta": -8,
    "commits_30d_delta": 91,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 91.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0977,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 43,
    "traction_bucket": "company-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T10:49:06+00:00",
    "last_release_at": "2026-03-29T04:21:35+00:00",
    "days_since_release": 4
  },
  {
    "name": "Phi",
    "slug": "phi",
    "category": "model",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 3724,
    "forks": 483,
    "monthly_downloads": 720036,
    "commits_30d": 1,
    "stars_7d_delta": 7,
    "stars_30d_delta": 3724,
    "dl_30d_delta": 720036,
    "commits_7d_delta": -9,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0052,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1297,
    "lifecycle_stage": "emerging",
    "tier": 4,
    "traction_score": 43,
    "traction_bucket": "stealth-adoption",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-03-30T03:28:18+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "llama-cpp-python",
    "slug": "llama-cpp-python",
    "category": "infra",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 10119,
    "forks": 1344,
    "monthly_downloads": 557444,
    "commits_30d": 1,
    "stars_7d_delta": 27,
    "stars_30d_delta": 10119,
    "dl_30d_delta": 557444,
    "commits_7d_delta": -15,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0182,
    "hype_bucket": "balanced",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1328,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 43,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": -10368,
    "last_commit_at": "2026-03-30T06:17:24+00:00",
    "last_release_at": "2026-03-26T00:05:53+00:00",
    "days_since_release": 7
  },
  {
    "name": "DSPy",
    "slug": "dspy",
    "category": "framework",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 33369,
    "forks": 2749,
    "monthly_downloads": 5255023,
    "commits_30d": 29,
    "stars_7d_delta": 188,
    "stars_30d_delta": 33369,
    "dl_30d_delta": 5255023,
    "commits_7d_delta": -11,
    "commits_30d_delta": 29,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0063,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "moderate",
    "commits_per_contributor": 29.0,
    "development_pace": "machine-assisted",
    "fork_star_ratio": 0.0824,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 43,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": -128911,
    "last_commit_at": "2026-03-31T19:25:51+00:00",
    "last_release_at": "2026-02-05T16:18:52+00:00",
    "days_since_release": 55
  },
  {
    "name": "julia",
    "slug": "julia",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 48536,
    "forks": 5757,
    "monthly_downloads": 0,
    "commits_30d": 140,
    "stars_7d_delta": -28,
    "stars_30d_delta": 48536,
    "dl_30d_delta": 0,
    "commits_7d_delta": -21,
    "commits_30d_delta": 140,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.4,
    "development_pace": "human",
    "fork_star_ratio": 0.1186,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 42,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T00:38:40+00:00",
    "last_release_at": "2026-03-17T00:41:16+00:00",
    "days_since_release": 16
  },
  {
    "name": "Openai Agents Python",
    "slug": "openai-agents-python",
    "category": "framework",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 20503,
    "forks": 3362,
    "monthly_downloads": 0,
    "commits_30d": 110,
    "stars_7d_delta": 188,
    "stars_30d_delta": 20503,
    "dl_30d_delta": 0,
    "commits_7d_delta": -33,
    "commits_30d_delta": 110,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 110.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.164,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 42,
    "traction_bucket": "infrastructure",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:07:26+00:00",
    "last_release_at": "2026-04-01T02:37:47+00:00",
    "days_since_release": 1
  },
  {
    "name": "langgraph",
    "slug": "langgraph",
    "category": "library",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 28196,
    "forks": 4818,
    "monthly_downloads": 0,
    "commits_30d": 127,
    "stars_7d_delta": 691,
    "stars_30d_delta": 28196,
    "dl_30d_delta": 0,
    "commits_7d_delta": 23,
    "commits_30d_delta": 127,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 127.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1709,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 42,
    "traction_bucket": "infrastructure",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T00:56:36+00:00",
    "last_release_at": "2026-03-31T12:56:58+00:00",
    "days_since_release": 2
  },
  {
    "name": "Sweep",
    "slug": "sweep",
    "category": "agent",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 7706,
    "forks": 455,
    "monthly_downloads": 60728,
    "commits_30d": 0,
    "stars_7d_delta": 52,
    "stars_30d_delta": 7706,
    "dl_30d_delta": 60728,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 34,
    "hype_ratio": 0.1269,
    "hype_bucket": "balanced",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.059,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 41,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2025-09-18T06:10:59+00:00",
    "last_release_at": "2023-09-11T03:51:48+00:00",
    "days_since_release": 934
  },
  {
    "name": "Siyuan",
    "slug": "siyuan",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 42253,
    "forks": 2624,
    "monthly_downloads": 0,
    "commits_30d": 324,
    "stars_7d_delta": 138,
    "stars_30d_delta": 42253,
    "dl_30d_delta": 0,
    "commits_7d_delta": 64,
    "commits_30d_delta": 324,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 3.24,
    "development_pace": "human",
    "fork_star_ratio": 0.0621,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 41,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:42:34+00:00",
    "last_release_at": "2026-04-02T09:17:28+00:00",
    "days_since_release": 0
  },
  {
    "name": "repomix",
    "slug": "repomix",
    "category": "tool",
    "domain": "transformers",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 22848,
    "forks": 1070,
    "monthly_downloads": 0,
    "commits_30d": 252,
    "stars_7d_delta": 198,
    "stars_30d_delta": 22848,
    "dl_30d_delta": 0,
    "commits_7d_delta": 85,
    "commits_30d_delta": 252,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 252.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0468,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 41,
    "traction_bucket": "company-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T04:49:07+00:00",
    "last_release_at": "2026-03-26T14:52:19+00:00",
    "days_since_release": 6
  },
  {
    "name": "NeMo",
    "slug": "nemo",
    "category": "library",
    "domain": "generative-ai",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 17025,
    "forks": 3395,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 41,
    "stars_30d_delta": 17025,
    "dl_30d_delta": 0,
    "commits_7d_delta": -51,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.1994,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 40,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T01:36:39+00:00",
    "last_release_at": "2026-03-25T19:47:19+00:00",
    "days_since_release": 7
  },
  {
    "name": "Argo Workflows",
    "slug": "argo-workflows",
    "category": "infra",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 16589,
    "forks": 3493,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 19,
    "stars_30d_delta": 16589,
    "dl_30d_delta": 0,
    "commits_7d_delta": -88,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.2106,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 40,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:19:38+00:00",
    "last_release_at": "2026-03-19T08:42:54+00:00",
    "days_since_release": 14
  },
  {
    "name": "meilisearch",
    "slug": "meilisearch",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 56905,
    "forks": 2476,
    "monthly_downloads": 0,
    "commits_30d": 172,
    "stars_7d_delta": 161,
    "stars_30d_delta": 56905,
    "dl_30d_delta": 0,
    "commits_7d_delta": 2,
    "commits_30d_delta": 172,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.72,
    "development_pace": "human",
    "fork_star_ratio": 0.0435,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 40,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:18:07+00:00",
    "last_release_at": "2026-03-30T13:55:39+00:00",
    "days_since_release": 2
  },
  {
    "name": "yolov5",
    "slug": "yolov5",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 57136,
    "forks": 17448,
    "monthly_downloads": 0,
    "commits_30d": 3,
    "stars_7d_delta": 54,
    "stars_30d_delta": 57136,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 3,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.03,
    "development_pace": "human",
    "fork_star_ratio": 0.3054,
    "lifecycle_stage": "fading",
    "tier": 1,
    "traction_score": 40,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-18T16:08:22+00:00",
    "last_release_at": "2022-11-22T15:29:09+00:00",
    "days_since_release": 1226
  },
  {
    "name": "PLFM_RADAR",
    "slug": "plfm-radar",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 3654,
    "forks": 772,
    "monthly_downloads": 0,
    "commits_30d": 188,
    "stars_7d_delta": 92,
    "stars_30d_delta": 3654,
    "dl_30d_delta": 0,
    "commits_7d_delta": 24,
    "commits_30d_delta": 188,
    "contributors_30d_delta": 2,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 94.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.2113,
    "lifecycle_stage": "emerging",
    "tier": 4,
    "traction_score": 40,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T00:42:50+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Crawl4AI",
    "slug": "crawl4ai",
    "category": "tool",
    "domain": null,
    "stack_layer": "data",
    "lab_name": null,
    "stars": 63188,
    "forks": 6459,
    "monthly_downloads": 1449176,
    "commits_30d": 1,
    "stars_7d_delta": 607,
    "stars_30d_delta": 63188,
    "dl_30d_delta": 1449176,
    "commits_7d_delta": -56,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0436,
    "hype_bucket": "balanced",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1022,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 40,
    "traction_bucket": "balanced",
    "dl_trend": "slowing",
    "dl_weekly_velocity": -94554,
    "last_commit_at": "2026-03-31T13:02:03+00:00",
    "last_release_at": "2026-03-18T03:34:27+00:00",
    "days_since_release": 15
  },
  {
    "name": "MonoGame",
    "slug": "monogame",
    "category": "tool",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 13568,
    "forks": 3055,
    "monthly_downloads": 0,
    "commits_30d": 4,
    "stars_7d_delta": 209,
    "stars_30d_delta": 13568,
    "dl_30d_delta": 0,
    "commits_7d_delta": 1,
    "commits_30d_delta": 4,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.04,
    "development_pace": "human",
    "fork_star_ratio": 0.2252,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 40,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T19:57:08+00:00",
    "last_release_at": "2026-01-17T09:59:08+00:00",
    "days_since_release": 75
  },
  {
    "name": "claude-mem",
    "slug": "claude-mem",
    "category": "tool",
    "domain": "embeddings",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 44481,
    "forks": 3346,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 3781,
    "stars_30d_delta": 44481,
    "dl_30d_delta": 0,
    "commits_7d_delta": -45,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 76,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.0752,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 40,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T23:11:59+00:00",
    "last_release_at": "2026-03-29T02:49:52+00:00",
    "days_since_release": 4
  },
  {
    "name": "Tracecat",
    "slug": "tracecat",
    "category": "tool",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 3539,
    "forks": 345,
    "monthly_downloads": 0,
    "commits_30d": 182,
    "stars_7d_delta": 1,
    "stars_30d_delta": 3539,
    "dl_30d_delta": 0,
    "commits_7d_delta": 181,
    "commits_30d_delta": 182,
    "contributors_30d_delta": 44,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 4.14,
    "development_pace": "human",
    "fork_star_ratio": 0.0975,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 40,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:03:51+00:00",
    "last_release_at": "2026-03-19T14:24:09+00:00",
    "days_since_release": 13
  },
  {
    "name": "Genai Toolbox",
    "slug": "genai-toolbox",
    "category": "tool",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 13610,
    "forks": 1298,
    "monthly_downloads": 0,
    "commits_30d": 146,
    "stars_7d_delta": 83,
    "stars_30d_delta": 13610,
    "dl_30d_delta": 0,
    "commits_7d_delta": 12,
    "commits_30d_delta": 146,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.46,
    "development_pace": "human",
    "fork_star_ratio": 0.0954,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 40,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:42:51+00:00",
    "last_release_at": "2026-03-27T00:00:30+00:00",
    "days_since_release": 6
  },
  {
    "name": "google_workspace_mcp",
    "slug": "google-workspace-mcp",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 1991,
    "forks": 575,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 63,
    "stars_30d_delta": 1991,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 84,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.2888,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 40,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T15:03:45+00:00",
    "last_release_at": "2026-04-01T15:04:04+00:00",
    "days_since_release": 0
  },
  {
    "name": "Megatron Lm",
    "slug": "megatron-lm",
    "category": "framework",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 15883,
    "forks": 3776,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 73,
    "stars_30d_delta": 15883,
    "dl_30d_delta": 0,
    "commits_7d_delta": -211,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.2377,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 40,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:34:24+00:00",
    "last_release_at": "2026-03-20T21:24:09+00:00",
    "days_since_release": 12
  },
  {
    "name": "AI-Infra-Guard",
    "slug": "ai-infra-guard",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 3381,
    "forks": 336,
    "monthly_downloads": 0,
    "commits_30d": 79,
    "stars_7d_delta": 51,
    "stars_30d_delta": 3381,
    "dl_30d_delta": 0,
    "commits_7d_delta": 13,
    "commits_30d_delta": 79,
    "contributors_30d_delta": 27,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 2.93,
    "development_pace": "human",
    "fork_star_ratio": 0.0994,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 40,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T13:11:11+00:00",
    "last_release_at": "2026-03-25T08:29:13+00:00",
    "days_since_release": 8
  },
  {
    "name": "n8n-mcp",
    "slug": "n8n-mcp",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 17292,
    "forks": 2920,
    "monthly_downloads": 0,
    "commits_30d": 29,
    "stars_7d_delta": 871,
    "stars_30d_delta": 17292,
    "dl_30d_delta": 0,
    "commits_7d_delta": 13,
    "commits_30d_delta": 29,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 29.0,
    "development_pace": "machine-assisted",
    "fork_star_ratio": 0.1689,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 39,
    "traction_bucket": "infrastructure",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:40:04+00:00",
    "last_release_at": "2026-04-02T05:40:05+00:00",
    "days_since_release": 0
  },
  {
    "name": "Ollama",
    "slug": "ollama",
    "category": "infra",
    "domain": "llm-tools",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 166734,
    "forks": 15263,
    "monthly_downloads": 111952019,
    "commits_30d": 1,
    "stars_7d_delta": 556,
    "stars_30d_delta": 166734,
    "dl_30d_delta": 111952019,
    "commits_7d_delta": -96,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0015,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0915,
    "lifecycle_stage": "established",
    "tier": 1,
    "traction_score": 39,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-04-02T05:58:44+00:00",
    "last_release_at": "2026-03-27T17:07:30+00:00",
    "days_since_release": 5
  },
  {
    "name": "smolagents",
    "slug": "smolagents",
    "category": "framework",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": "Hugging Face",
    "stars": 26389,
    "forks": 2422,
    "monthly_downloads": 502498,
    "commits_30d": 1,
    "stars_7d_delta": 114,
    "stars_30d_delta": 26389,
    "dl_30d_delta": 502498,
    "commits_7d_delta": -11,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0525,
    "hype_bucket": "balanced",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0918,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 39,
    "traction_bucket": "balanced",
    "dl_trend": "slowing",
    "dl_weekly_velocity": -13399,
    "last_commit_at": "2026-03-29T14:14:38+00:00",
    "last_release_at": "2026-01-16T05:38:28+00:00",
    "days_since_release": 76
  },
  {
    "name": "spec-kit",
    "slug": "spec-kit",
    "category": "library",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 84539,
    "forks": 7234,
    "monthly_downloads": 0,
    "commits_30d": 119,
    "stars_7d_delta": 2209,
    "stars_30d_delta": 84539,
    "dl_30d_delta": 0,
    "commits_7d_delta": 9,
    "commits_30d_delta": 119,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.19,
    "development_pace": "human",
    "fork_star_ratio": 0.0856,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 39,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T00:41:18+00:00",
    "last_release_at": "2026-04-01T13:57:37+00:00",
    "days_since_release": 0
  },
  {
    "name": "E2B",
    "slug": "e2b",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 11537,
    "forks": 825,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 93,
    "stars_30d_delta": 11537,
    "dl_30d_delta": 0,
    "commits_7d_delta": -33,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 55,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.02,
    "development_pace": "human",
    "fork_star_ratio": 0.0715,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 39,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T17:31:10+00:00",
    "last_release_at": "2026-03-26T01:32:44+00:00",
    "days_since_release": 7
  },
  {
    "name": "genkit",
    "slug": "genkit",
    "category": "tool",
    "domain": "vector-db",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 5738,
    "forks": 703,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 37,
    "stars_30d_delta": 5738,
    "dl_30d_delta": 0,
    "commits_7d_delta": -42,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.1225,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 39,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T02:14:53+00:00",
    "last_release_at": "2026-03-31T19:37:13+00:00",
    "days_since_release": 1
  },
  {
    "name": "databend",
    "slug": "databend",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 9220,
    "forks": 862,
    "monthly_downloads": 0,
    "commits_30d": 77,
    "stars_7d_delta": 17,
    "stars_30d_delta": 9220,
    "dl_30d_delta": 0,
    "commits_7d_delta": 4,
    "commits_30d_delta": 77,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 0.77,
    "development_pace": "human",
    "fork_star_ratio": 0.0935,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 39,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:40:48+00:00",
    "last_release_at": "2026-03-31T05:35:49+00:00",
    "days_since_release": 2
  },
  {
    "name": "langflow",
    "slug": "langflow",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 146481,
    "forks": 8682,
    "monthly_downloads": 0,
    "commits_30d": 95,
    "stars_7d_delta": 241,
    "stars_30d_delta": 146481,
    "dl_30d_delta": 0,
    "commits_7d_delta": -85,
    "commits_30d_delta": 95,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 0.95,
    "development_pace": "human",
    "fork_star_ratio": 0.0593,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 39,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T04:50:16+00:00",
    "last_release_at": "2026-03-26T18:29:48+00:00",
    "days_since_release": 6
  },
  {
    "name": "DVC",
    "slug": "dvc",
    "category": "infra",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 15494,
    "forks": 1290,
    "monthly_downloads": 2125049,
    "commits_30d": 5,
    "stars_7d_delta": 19,
    "stars_30d_delta": 15494,
    "dl_30d_delta": 2125049,
    "commits_7d_delta": 3,
    "commits_30d_delta": 5,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0073,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "slow",
    "commits_per_contributor": 5.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0833,
    "lifecycle_stage": "established",
    "tier": 2,
    "traction_score": 38,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": -4952,
    "last_commit_at": "2026-03-31T05:06:44+00:00",
    "last_release_at": "2026-03-31T05:06:44+00:00",
    "days_since_release": 2
  },
  {
    "name": "giskard-oss",
    "slug": "giskard-oss",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 5213,
    "forks": 422,
    "monthly_downloads": 0,
    "commits_30d": 67,
    "stars_7d_delta": 14,
    "stars_30d_delta": 5213,
    "dl_30d_delta": 0,
    "commits_7d_delta": 6,
    "commits_30d_delta": 67,
    "contributors_30d_delta": 59,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.14,
    "development_pace": "human",
    "fork_star_ratio": 0.081,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 38,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:21:23+00:00",
    "last_release_at": "2026-03-12T08:42:06+00:00",
    "days_since_release": 21
  },
  {
    "name": "gpt-researcher",
    "slug": "gpt-researcher",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 26183,
    "forks": 3496,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 154,
    "stars_30d_delta": 26183,
    "dl_30d_delta": 0,
    "commits_7d_delta": -17,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1335,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 38,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-14T13:16:21+00:00",
    "last_release_at": "2026-03-13T14:06:38+00:00",
    "days_since_release": 19
  },
  {
    "name": "Label Studio",
    "slug": "label-studio",
    "category": "tool",
    "domain": null,
    "stack_layer": "data",
    "lab_name": null,
    "stars": 26903,
    "forks": 3461,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 64,
    "stars_30d_delta": 26903,
    "dl_30d_delta": 0,
    "commits_7d_delta": -105,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1286,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 38,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T00:14:29+00:00",
    "last_release_at": "2026-03-18T00:14:17+00:00",
    "days_since_release": 15
  },
  {
    "name": "DeepSeek R1",
    "slug": "deepseek-r1",
    "category": "model",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 91978,
    "forks": 11747,
    "monthly_downloads": 2332363,
    "commits_30d": 0,
    "stars_7d_delta": -8,
    "stars_30d_delta": 91978,
    "dl_30d_delta": 2332363,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0394,
    "hype_bucket": "balanced",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1277,
    "lifecycle_stage": "fading",
    "tier": 1,
    "traction_score": 38,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2025-06-27T08:35:54+00:00",
    "last_release_at": "2025-06-27T08:39:13+00:00",
    "days_since_release": 279
  },
  {
    "name": "dbeaver",
    "slug": "dbeaver",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 49358,
    "forks": 4095,
    "monthly_downloads": 0,
    "commits_30d": 162,
    "stars_7d_delta": 74,
    "stars_30d_delta": 49358,
    "dl_30d_delta": 0,
    "commits_7d_delta": 13,
    "commits_30d_delta": 162,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.62,
    "development_pace": "human",
    "fork_star_ratio": 0.083,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 38,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:12:10+00:00",
    "last_release_at": "2026-03-22T18:25:49+00:00",
    "days_since_release": 10
  },
  {
    "name": "netdata",
    "slug": "netdata",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 78282,
    "forks": 6392,
    "monthly_downloads": 0,
    "commits_30d": 196,
    "stars_7d_delta": 72,
    "stars_30d_delta": 78282,
    "dl_30d_delta": 0,
    "commits_7d_delta": -2,
    "commits_30d_delta": 196,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.96,
    "development_pace": "human",
    "fork_star_ratio": 0.0817,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 38,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T00:24:44+00:00",
    "last_release_at": "2026-02-16T16:37:22+00:00",
    "days_since_release": 44
  },
  {
    "name": "open-im-server",
    "slug": "open-im-server",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 16080,
    "forks": 2844,
    "monthly_downloads": 0,
    "commits_30d": 2,
    "stars_7d_delta": 58,
    "stars_30d_delta": 16080,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 2,
    "contributors_30d_delta": 70,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.03,
    "development_pace": "human",
    "fork_star_ratio": 0.1769,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 38,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-20T10:26:37+00:00",
    "last_release_at": "2026-03-19T07:24:53+00:00",
    "days_since_release": 14
  },
  {
    "name": "Dolt",
    "slug": "dolt",
    "category": "infra",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 21869,
    "forks": 719,
    "monthly_downloads": 0,
    "commits_30d": 356,
    "stars_7d_delta": 157,
    "stars_30d_delta": 21869,
    "dl_30d_delta": 0,
    "commits_7d_delta": 57,
    "commits_30d_delta": 356,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 3.56,
    "development_pace": "human",
    "fork_star_ratio": 0.0329,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 38,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:54:00+00:00",
    "last_release_at": "2026-04-01T21:29:54+00:00",
    "days_since_release": 0
  },
  {
    "name": "MLX-LM",
    "slug": "mlx-lm",
    "category": "infra",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 8422,
    "forks": 1137,
    "monthly_downloads": 1833888,
    "commits_30d": 0,
    "stars_7d_delta": 18,
    "stars_30d_delta": 8422,
    "dl_30d_delta": 1833888,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0046,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.135,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 38,
    "traction_bucket": "balanced",
    "dl_trend": "declining",
    "dl_weekly_velocity": -52075,
    "last_commit_at": "2026-02-12T22:55:33+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "open-pencil",
    "slug": "open-pencil",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 3899,
    "forks": 326,
    "monthly_downloads": 0,
    "commits_30d": 391,
    "stars_7d_delta": 732,
    "stars_30d_delta": 3899,
    "dl_30d_delta": 0,
    "commits_7d_delta": -341,
    "commits_30d_delta": 391,
    "contributors_30d_delta": 12,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 32.58,
    "development_pace": "machine-assisted",
    "fork_star_ratio": 0.0836,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 38,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T18:28:09+00:00",
    "last_release_at": "2026-03-30T16:00:36+00:00",
    "days_since_release": 2
  },
  {
    "name": "CLIProxyAPI",
    "slug": "cliproxyapi",
    "category": "tool",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 22141,
    "forks": 3662,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 1931,
    "stars_30d_delta": 22141,
    "dl_30d_delta": 0,
    "commits_7d_delta": -149,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.1654,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 37,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:52:47+00:00",
    "last_release_at": "2026-04-02T03:58:31+00:00",
    "days_since_release": 0
  },
  {
    "name": "TensorRT-LLM",
    "slug": "tensorrt-llm",
    "category": "infra",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 13240,
    "forks": 2238,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 51,
    "stars_30d_delta": 13240,
    "dl_30d_delta": 0,
    "commits_7d_delta": -428,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.169,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 37,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:20:20+00:00",
    "last_release_at": "2026-03-31T10:02:15+00:00",
    "days_since_release": 2
  },
  {
    "name": "OpenSandbox",
    "slug": "opensandbox",
    "category": "library",
    "domain": "agents",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 9676,
    "forks": 741,
    "monthly_downloads": 0,
    "commits_30d": 215,
    "stars_7d_delta": 363,
    "stars_30d_delta": 9676,
    "dl_30d_delta": 0,
    "commits_7d_delta": -45,
    "commits_30d_delta": 215,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 215.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0766,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 36,
    "traction_bucket": "company-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:13:46+00:00",
    "last_release_at": "2026-04-02T04:16:14+00:00",
    "days_since_release": 0
  },
  {
    "name": "cc-switch",
    "slug": "cc-switch",
    "category": "library",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 37318,
    "forks": 2260,
    "monthly_downloads": 0,
    "commits_30d": 108,
    "stars_7d_delta": 3742,
    "stars_30d_delta": 37318,
    "dl_30d_delta": 0,
    "commits_7d_delta": -19,
    "commits_30d_delta": 108,
    "contributors_30d_delta": 83,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.3,
    "development_pace": "human",
    "fork_star_ratio": 0.0606,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 36,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:19:10+00:00",
    "last_release_at": "2026-03-24T07:44:08+00:00",
    "days_since_release": 9
  },
  {
    "name": "photoprism",
    "slug": "photoprism",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 39471,
    "forks": 2233,
    "monthly_downloads": 0,
    "commits_30d": 57,
    "stars_7d_delta": -25,
    "stars_30d_delta": 39471,
    "dl_30d_delta": 0,
    "commits_7d_delta": -33,
    "commits_30d_delta": 57,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 0.57,
    "development_pace": "human",
    "fork_star_ratio": 0.0566,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 36,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T13:29:18+00:00",
    "last_release_at": "2026-03-05T20:25:12+00:00",
    "days_since_release": 27
  },
  {
    "name": "cua",
    "slug": "cua",
    "category": "library",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 13353,
    "forks": 822,
    "monthly_downloads": 0,
    "commits_30d": 97,
    "stars_7d_delta": 82,
    "stars_30d_delta": 13353,
    "dl_30d_delta": 0,
    "commits_7d_delta": 18,
    "commits_30d_delta": 97,
    "contributors_30d_delta": 59,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 1.64,
    "development_pace": "human",
    "fork_star_ratio": 0.0616,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 36,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T23:28:39+00:00",
    "last_release_at": "2026-03-31T05:12:49+00:00",
    "days_since_release": 2
  },
  {
    "name": "airllm",
    "slug": "airllm",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 14698,
    "forks": 1476,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 283,
    "stars_30d_delta": 14698,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 10,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.1,
    "development_pace": "human",
    "fork_star_ratio": 0.1004,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 36,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-10T11:42:34+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "opencompass",
    "slug": "opencompass",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 6825,
    "forks": 755,
    "monthly_downloads": 0,
    "commits_30d": 10,
    "stars_7d_delta": 29,
    "stars_30d_delta": 6825,
    "dl_30d_delta": 0,
    "commits_7d_delta": 2,
    "commits_30d_delta": 10,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 10.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1106,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 36,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-30T07:26:47+00:00",
    "last_release_at": "2026-02-14T03:46:30+00:00",
    "days_since_release": 47
  },
  {
    "name": "llama.cpp",
    "slug": "llama-cpp",
    "category": "infra",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 100640,
    "forks": 16173,
    "monthly_downloads": 0,
    "commits_30d": 393,
    "stars_7d_delta": 1272,
    "stars_30d_delta": 100640,
    "dl_30d_delta": 0,
    "commits_7d_delta": 45,
    "commits_30d_delta": 393,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 393.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1607,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 36,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:11:29+00:00",
    "last_release_at": "2026-04-02T11:26:18+00:00",
    "days_since_release": 0
  },
  {
    "name": "Marvin",
    "slug": "marvin",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 6113,
    "forks": 394,
    "monthly_downloads": 62678,
    "commits_30d": 1,
    "stars_7d_delta": 7,
    "stars_30d_delta": 6113,
    "dl_30d_delta": 62678,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0975,
    "hype_bucket": "balanced",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0645,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 36,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 996,
    "last_commit_at": "2026-04-01T21:55:52+00:00",
    "last_release_at": "2026-03-04T05:43:19+00:00",
    "days_since_release": 29
  },
  {
    "name": "mcp-use",
    "slug": "mcp-use",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 9606,
    "forks": 1219,
    "monthly_downloads": 0,
    "commits_30d": 31,
    "stars_7d_delta": 107,
    "stars_30d_delta": 9606,
    "dl_30d_delta": 0,
    "commits_7d_delta": -12,
    "commits_30d_delta": 31,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 31.0,
    "development_pace": "machine-assisted",
    "fork_star_ratio": 0.1269,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 36,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T19:42:00+00:00",
    "last_release_at": "2026-04-01T19:42:02+00:00",
    "days_since_release": 0
  },
  {
    "name": "Local Deep Research",
    "slug": "local-deep-research",
    "category": "tool",
    "domain": null,
    "stack_layer": "data",
    "lab_name": null,
    "stars": 4218,
    "forks": 404,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 27,
    "stars_30d_delta": 4218,
    "dl_30d_delta": 0,
    "commits_7d_delta": -460,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0958,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 35,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:59:04+00:00",
    "last_release_at": "2026-04-02T09:58:48+00:00",
    "days_since_release": 0
  },
  {
    "name": "FastGPT",
    "slug": "fastgpt",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 27592,
    "forks": 7006,
    "monthly_downloads": 0,
    "commits_30d": 77,
    "stars_7d_delta": 60,
    "stars_30d_delta": 27592,
    "dl_30d_delta": 0,
    "commits_7d_delta": 11,
    "commits_30d_delta": 77,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 77.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.2539,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 35,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:43:47+00:00",
    "last_release_at": "2026-04-01T12:26:57+00:00",
    "days_since_release": 1
  },
  {
    "name": "TrendRadar",
    "slug": "trendradar",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 50568,
    "forks": 22894,
    "monthly_downloads": 0,
    "commits_30d": 15,
    "stars_7d_delta": 796,
    "stars_30d_delta": 50568,
    "dl_30d_delta": 0,
    "commits_7d_delta": 14,
    "commits_30d_delta": 15,
    "contributors_30d_delta": 3,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 5.0,
    "development_pace": "human",
    "fork_star_ratio": 0.4527,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 35,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-28T11:17:18+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Mistral",
    "slug": "mistral",
    "category": "model",
    "domain": "llm-tools",
    "stack_layer": "inference",
    "lab_name": "Mistral AI",
    "stars": 10752,
    "forks": 1032,
    "monthly_downloads": 2117050,
    "commits_30d": 0,
    "stars_7d_delta": 15,
    "stars_30d_delta": 10752,
    "dl_30d_delta": 2117050,
    "commits_7d_delta": -1,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.005,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.096,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 35,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-02-26T18:05:24+00:00",
    "last_release_at": "2025-03-20T15:03:08+00:00",
    "days_since_release": 377
  },
  {
    "name": "big-AGI",
    "slug": "big-agi",
    "category": "agent",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 6903,
    "forks": 1567,
    "monthly_downloads": 0,
    "commits_30d": 143,
    "stars_7d_delta": 3,
    "stars_30d_delta": 6903,
    "dl_30d_delta": 0,
    "commits_7d_delta": -26,
    "commits_30d_delta": 143,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 143.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.227,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 35,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T01:04:27+00:00",
    "last_release_at": "2026-03-25T02:21:17+00:00",
    "days_since_release": 8
  },
  {
    "name": "Ragas",
    "slug": "ragas",
    "category": "infra",
    "domain": null,
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 13193,
    "forks": 1326,
    "monthly_downloads": 1193461,
    "commits_30d": 0,
    "stars_7d_delta": 90,
    "stars_30d_delta": 13193,
    "dl_30d_delta": 1193461,
    "commits_7d_delta": -1,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0111,
    "hype_bucket": "balanced",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1005,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 35,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": -19498,
    "last_commit_at": "2026-02-24T07:47:19+00:00",
    "last_release_at": "2026-01-13T17:47:29+00:00",
    "days_since_release": 78
  },
  {
    "name": "MaxText",
    "slug": "maxtext",
    "category": "framework",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 2194,
    "forks": 495,
    "monthly_downloads": 0,
    "commits_30d": 147,
    "stars_7d_delta": 6,
    "stars_30d_delta": 2194,
    "dl_30d_delta": 0,
    "commits_7d_delta": 146,
    "commits_30d_delta": 147,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 147.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.2256,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 35,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:01:07+00:00",
    "last_release_at": "2026-03-23T22:05:42+00:00",
    "days_since_release": 9
  },
  {
    "name": "LibreChat",
    "slug": "librechat",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 35141,
    "forks": 7152,
    "monthly_downloads": 0,
    "commits_30d": 146,
    "stars_7d_delta": 180,
    "stars_30d_delta": 35141,
    "dl_30d_delta": 0,
    "commits_7d_delta": -11,
    "commits_30d_delta": 146,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 146.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.2035,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 35,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:16:12+00:00",
    "last_release_at": "2026-03-20T23:57:32+00:00",
    "days_since_release": 12
  },
  {
    "name": "A2A",
    "slug": "a2a",
    "category": "tool",
    "domain": "generative-ai",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 22956,
    "forks": 2336,
    "monthly_downloads": 0,
    "commits_30d": 25,
    "stars_7d_delta": 137,
    "stars_30d_delta": 22956,
    "dl_30d_delta": 0,
    "commits_7d_delta": -1,
    "commits_30d_delta": 25,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 0.25,
    "development_pace": "human",
    "fork_star_ratio": 0.1018,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 35,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T00:17:10+00:00",
    "last_release_at": "2026-03-12T16:34:41+00:00",
    "days_since_release": 20
  },
  {
    "name": "nacos",
    "slug": "nacos",
    "category": "tool",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 32782,
    "forks": 13269,
    "monthly_downloads": 0,
    "commits_30d": 137,
    "stars_7d_delta": 18,
    "stars_30d_delta": 32782,
    "dl_30d_delta": 0,
    "commits_7d_delta": 72,
    "commits_30d_delta": 137,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 137.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.4048,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 35,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:23:39+00:00",
    "last_release_at": "2026-03-30T12:06:52+00:00",
    "days_since_release": 3
  },
  {
    "name": "MockingBird",
    "slug": "mockingbird",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 36898,
    "forks": 5232,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 8,
    "stars_30d_delta": 36898,
    "dl_30d_delta": 0,
    "commits_7d_delta": -2,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 38,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.03,
    "development_pace": "human",
    "fork_star_ratio": 0.1418,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 34,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-03T14:59:58+00:00",
    "last_release_at": "2021-11-07T13:53:53+00:00",
    "days_since_release": 1606
  },
  {
    "name": "Upsonic",
    "slug": "upsonic",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 7826,
    "forks": 726,
    "monthly_downloads": 0,
    "commits_30d": 23,
    "stars_7d_delta": 7,
    "stars_30d_delta": 7826,
    "dl_30d_delta": 0,
    "commits_7d_delta": -10,
    "commits_30d_delta": 23,
    "contributors_30d_delta": 39,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 0.59,
    "development_pace": "human",
    "fork_star_ratio": 0.0928,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 34,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T19:32:58+00:00",
    "last_release_at": "2026-03-30T13:45:12+00:00",
    "days_since_release": 2
  },
  {
    "name": "ChatterBot",
    "slug": "chatterbot",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 14488,
    "forks": 4436,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 11,
    "stars_30d_delta": 14488,
    "dl_30d_delta": 0,
    "commits_7d_delta": -2,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.3062,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 34,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-24T12:07:38+00:00",
    "last_release_at": "2026-03-24T12:07:38+00:00",
    "days_since_release": 9
  },
  {
    "name": "github-mcp-server",
    "slug": "github-mcp-server",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 28471,
    "forks": 3869,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 205,
    "stars_30d_delta": 28471,
    "dl_30d_delta": 0,
    "commits_7d_delta": -18,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.1359,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 34,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T09:55:00+00:00",
    "last_release_at": "2026-03-06T14:35:33+00:00",
    "days_since_release": 26
  },
  {
    "name": "LightRAG",
    "slug": "lightrag",
    "category": "library",
    "domain": "rag",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 31400,
    "forks": 4490,
    "monthly_downloads": 0,
    "commits_30d": 293,
    "stars_7d_delta": 844,
    "stars_30d_delta": 31400,
    "dl_30d_delta": 0,
    "commits_7d_delta": -14,
    "commits_30d_delta": 293,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 293.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.143,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 34,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-30T00:59:08+00:00",
    "last_release_at": "2026-03-29T17:20:49+00:00",
    "days_since_release": 3
  },
  {
    "name": "CopilotKit",
    "slug": "copilotkit",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 29922,
    "forks": 3876,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 143,
    "stars_30d_delta": 29922,
    "dl_30d_delta": 0,
    "commits_7d_delta": -238,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1295,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 34,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T02:31:46+00:00",
    "last_release_at": "2026-03-12T22:35:12+00:00",
    "days_since_release": 20
  },
  {
    "name": "everything-claude-code",
    "slug": "everything-claude-code",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 131867,
    "forks": 18979,
    "monthly_downloads": 0,
    "commits_30d": 452,
    "stars_7d_delta": 23257,
    "stars_30d_delta": 131867,
    "dl_30d_delta": 0,
    "commits_7d_delta": 153,
    "commits_30d_delta": 452,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 452.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1439,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 34,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:27:22+00:00",
    "last_release_at": "2026-03-21T00:29:53+00:00",
    "days_since_release": 12
  },
  {
    "name": "DeepSpeed",
    "slug": "deepspeed",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 41959,
    "forks": 4772,
    "monthly_downloads": 0,
    "commits_30d": 30,
    "stars_7d_delta": 51,
    "stars_30d_delta": 41959,
    "dl_30d_delta": 0,
    "commits_7d_delta": 5,
    "commits_30d_delta": 30,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 30.0,
    "development_pace": "machine-assisted",
    "fork_star_ratio": 0.1137,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 34,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T01:36:31+00:00",
    "last_release_at": "2026-03-30T16:42:21+00:00",
    "days_since_release": 2
  },
  {
    "name": "playwright-mcp",
    "slug": "playwright-mcp",
    "category": "tool",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 30129,
    "forks": 2429,
    "monthly_downloads": 0,
    "commits_30d": 15,
    "stars_7d_delta": 410,
    "stars_30d_delta": 30129,
    "dl_30d_delta": 0,
    "commits_7d_delta": 2,
    "commits_30d_delta": 15,
    "contributors_30d_delta": 62,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 0.24,
    "development_pace": "human",
    "fork_star_ratio": 0.0806,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 33,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T00:17:07+00:00",
    "last_release_at": "2026-04-01T00:17:07+00:00",
    "days_since_release": 1
  },
  {
    "name": "gemini-cli",
    "slug": "gemini-cli",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 99954,
    "forks": 12822,
    "monthly_downloads": 0,
    "commits_30d": 561,
    "stars_7d_delta": 837,
    "stars_30d_delta": 99954,
    "dl_30d_delta": 0,
    "commits_7d_delta": -26,
    "commits_30d_delta": 561,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 561.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1283,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 33,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:14:20+00:00",
    "last_release_at": "2026-04-02T04:33:43+00:00",
    "days_since_release": 0
  },
  {
    "name": "sim",
    "slug": "sim",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 27378,
    "forks": 3474,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 164,
    "stars_30d_delta": 27378,
    "dl_30d_delta": 0,
    "commits_7d_delta": -224,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 50,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.02,
    "development_pace": "human",
    "fork_star_ratio": 0.1269,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 33,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:33:00+00:00",
    "last_release_at": "2026-04-01T03:31:52+00:00",
    "days_since_release": 1
  },
  {
    "name": "Agent-Reach",
    "slug": "agent-reach",
    "category": "library",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 14458,
    "forks": 1179,
    "monthly_downloads": 0,
    "commits_30d": 78,
    "stars_7d_delta": 3671,
    "stars_30d_delta": 14458,
    "dl_30d_delta": 0,
    "commits_7d_delta": 4,
    "commits_30d_delta": 78,
    "contributors_30d_delta": 17,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 4.59,
    "development_pace": "human",
    "fork_star_ratio": 0.0815,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 33,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T15:01:12+00:00",
    "last_release_at": "2026-03-31T10:26:58+00:00",
    "days_since_release": 2
  },
  {
    "name": "Moondream",
    "slug": "moondream",
    "category": "model",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 9526,
    "forks": 752,
    "monthly_downloads": 4217957,
    "commits_30d": 0,
    "stars_7d_delta": 51,
    "stars_30d_delta": 9526,
    "dl_30d_delta": 4217957,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0023,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0789,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 33,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2025-11-14T04:17:18+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "prompts.chat",
    "slug": "prompts-chat",
    "category": "tool",
    "domain": "prompt-engineering",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 156286,
    "forks": 20517,
    "monthly_downloads": 0,
    "commits_30d": 669,
    "stars_7d_delta": 2020,
    "stars_30d_delta": 156286,
    "dl_30d_delta": 0,
    "commits_7d_delta": -6,
    "commits_30d_delta": 669,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 669.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1313,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 33,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:58:34+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "trigger.dev",
    "slug": "trigger-dev",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 14329,
    "forks": 1124,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 106,
    "stars_30d_delta": 14329,
    "dl_30d_delta": 0,
    "commits_7d_delta": -47,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0784,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 33,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T21:23:23+00:00",
    "last_release_at": "2026-03-10T10:21:58+00:00",
    "days_since_release": 23
  },
  {
    "name": "ExLlamaV2",
    "slug": "exllamav2",
    "category": "infra",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 4483,
    "forks": 329,
    "monthly_downloads": 11019,
    "commits_30d": 1,
    "stars_7d_delta": 8,
    "stars_30d_delta": 4483,
    "dl_30d_delta": 11019,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 53,
    "hype_ratio": 0.4068,
    "hype_bucket": "balanced",
    "velocity_band": "slow",
    "commits_per_contributor": 0.02,
    "development_pace": "human",
    "fork_star_ratio": 0.0734,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 33,
    "traction_bucket": "balanced",
    "dl_trend": "accelerating",
    "dl_weekly_velocity": 574,
    "last_commit_at": "2026-03-04T13:12:20+00:00",
    "last_release_at": "2025-07-13T22:14:34+00:00",
    "days_since_release": 262
  },
  {
    "name": "Onyx",
    "slug": "onyx",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 20405,
    "forks": 2738,
    "monthly_downloads": 0,
    "commits_30d": 418,
    "stars_7d_delta": 2374,
    "stars_30d_delta": 20405,
    "dl_30d_delta": 0,
    "commits_7d_delta": -62,
    "commits_30d_delta": 418,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 418.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1342,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 33,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:09:53+00:00",
    "last_release_at": "2026-04-01T01:53:12+00:00",
    "days_since_release": 1
  },
  {
    "name": "Flower",
    "slug": "flower",
    "category": "framework",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 6788,
    "forks": 1172,
    "monthly_downloads": 0,
    "commits_30d": 142,
    "stars_7d_delta": 36,
    "stars_30d_delta": 6788,
    "dl_30d_delta": 0,
    "commits_7d_delta": 9,
    "commits_30d_delta": 142,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 142.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1727,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 32,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T04:50:00+00:00",
    "last_release_at": "2026-03-10T12:21:47+00:00",
    "days_since_release": 23
  },
  {
    "name": "PaddleOCR",
    "slug": "paddleocr",
    "category": "library",
    "domain": "rag",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 74645,
    "forks": 10157,
    "monthly_downloads": 0,
    "commits_30d": 19,
    "stars_7d_delta": 1575,
    "stars_30d_delta": 74645,
    "dl_30d_delta": 0,
    "commits_7d_delta": -2,
    "commits_30d_delta": 19,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 19.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1361,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 32,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:28:38+00:00",
    "last_release_at": "2026-01-29T11:19:45+00:00",
    "days_since_release": 63
  },
  {
    "name": "Airweave",
    "slug": "airweave",
    "category": "tool",
    "domain": null,
    "stack_layer": "data",
    "lab_name": null,
    "stars": 6177,
    "forks": 763,
    "monthly_downloads": 0,
    "commits_30d": 493,
    "stars_7d_delta": 51,
    "stars_30d_delta": 6177,
    "dl_30d_delta": 0,
    "commits_7d_delta": -97,
    "commits_30d_delta": 493,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 493.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1235,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 32,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T19:39:54+00:00",
    "last_release_at": "2026-03-30T21:57:21+00:00",
    "days_since_release": 2
  },
  {
    "name": "LlamaFactory",
    "slug": "llamafactory",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 69365,
    "forks": 8442,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 285,
    "stars_30d_delta": 69365,
    "dl_30d_delta": 0,
    "commits_7d_delta": -21,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.1217,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 32,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T14:40:12+00:00",
    "last_release_at": "2025-12-31T15:00:14+00:00",
    "days_since_release": 91
  },
  {
    "name": "graphrag",
    "slug": "graphrag",
    "category": "library",
    "domain": "rag",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 31930,
    "forks": 3362,
    "monthly_downloads": 0,
    "commits_30d": 6,
    "stars_7d_delta": 148,
    "stars_30d_delta": 31930,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 6,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 6.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1053,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 32,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:33:22+00:00",
    "last_release_at": "2026-03-27T20:52:00+00:00",
    "days_since_release": 5
  },
  {
    "name": "RF-DETR",
    "slug": "rf-detr",
    "category": "model",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 6095,
    "forks": 741,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 96,
    "stars_30d_delta": 6095,
    "dl_30d_delta": 0,
    "commits_7d_delta": -121,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 60,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.02,
    "development_pace": "human",
    "fork_star_ratio": 0.1216,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 32,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T20:30:42+00:00",
    "last_release_at": "2026-03-27T16:33:40+00:00",
    "days_since_release": 5
  },
  {
    "name": "mini-swe-agent",
    "slug": "mini-swe-agent",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 3613,
    "forks": 500,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 105,
    "stars_30d_delta": 3613,
    "dl_30d_delta": 0,
    "commits_7d_delta": -12,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1384,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 32,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T20:34:07+00:00",
    "last_release_at": "2026-03-24T16:52:22+00:00",
    "days_since_release": 8
  },
  {
    "name": "hermes-agent",
    "slug": "hermes-agent",
    "category": "library",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 21877,
    "forks": 2726,
    "monthly_downloads": 0,
    "commits_30d": 1605,
    "stars_7d_delta": 8531,
    "stars_30d_delta": 21877,
    "dl_30d_delta": 0,
    "commits_7d_delta": 25,
    "commits_30d_delta": 1605,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 1605.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1246,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 32,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:48:25+00:00",
    "last_release_at": "2026-03-30T15:30:14+00:00",
    "days_since_release": 2
  },
  {
    "name": "FLUX",
    "slug": "flux",
    "category": "model",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 25371,
    "forks": 1873,
    "monthly_downloads": 703068,
    "commits_30d": 0,
    "stars_7d_delta": 23,
    "stars_30d_delta": 25371,
    "dl_30d_delta": 703068,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0361,
    "hype_bucket": "balanced",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0738,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 32,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2025-07-31T13:58:55+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "dyad",
    "slug": "dyad",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 20047,
    "forks": 2310,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 61,
    "stars_30d_delta": 20047,
    "dl_30d_delta": 0,
    "commits_7d_delta": -68,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 39,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.03,
    "development_pace": "human",
    "fork_star_ratio": 0.1152,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 32,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T19:56:00+00:00",
    "last_release_at": "2026-03-26T21:15:54+00:00",
    "days_since_release": 6
  },
  {
    "name": "Qwen",
    "slug": "qwen",
    "category": "model",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 27023,
    "forks": 1957,
    "monthly_downloads": 16071911,
    "commits_30d": 0,
    "stars_7d_delta": 19,
    "stars_30d_delta": 27023,
    "dl_30d_delta": 16071911,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0017,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0724,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 32,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-01-09T03:05:47+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "DeepSeek",
    "slug": "deepseek",
    "category": "model",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 102444,
    "forks": 16603,
    "monthly_downloads": 657511,
    "commits_30d": 0,
    "stars_7d_delta": 60,
    "stars_30d_delta": 102444,
    "dl_30d_delta": 657511,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.1558,
    "hype_bucket": "balanced",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1621,
    "lifecycle_stage": "fading",
    "tier": 1,
    "traction_score": 32,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2025-08-28T03:24:37+00:00",
    "last_release_at": "2025-06-27T08:46:37+00:00",
    "days_since_release": 279
  },
  {
    "name": "WeKnora",
    "slug": "weknora",
    "category": "tool",
    "domain": "embeddings",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 13710,
    "forks": 1602,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 128,
    "stars_30d_delta": 13710,
    "dl_30d_delta": 0,
    "commits_7d_delta": -249,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 45,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.02,
    "development_pace": "human",
    "fork_star_ratio": 0.1168,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 32,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T04:04:05+00:00",
    "last_release_at": "2026-03-27T08:35:11+00:00",
    "days_since_release": 6
  },
  {
    "name": "khoj",
    "slug": "khoj",
    "category": "library",
    "domain": "embeddings",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 33813,
    "forks": 2105,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 176,
    "stars_30d_delta": 33813,
    "dl_30d_delta": 0,
    "commits_7d_delta": -24,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0623,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 31,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-26T03:35:43+00:00",
    "last_release_at": "2026-03-26T03:36:04+00:00",
    "days_since_release": 7
  },
  {
    "name": "mcp",
    "slug": "mcp",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 8649,
    "forks": 1400,
    "monthly_downloads": 0,
    "commits_30d": 89,
    "stars_7d_delta": 81,
    "stars_30d_delta": 8649,
    "dl_30d_delta": 0,
    "commits_7d_delta": -2,
    "commits_30d_delta": 89,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 89.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1619,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 31,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:37:32+00:00",
    "last_release_at": "2026-04-02T08:40:35+00:00",
    "days_since_release": 0
  },
  {
    "name": "JeecgBoot",
    "slug": "jeecgboot",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 45683,
    "forks": 15865,
    "monthly_downloads": 0,
    "commits_30d": 20,
    "stars_7d_delta": 110,
    "stars_30d_delta": 45683,
    "dl_30d_delta": 0,
    "commits_7d_delta": 19,
    "commits_30d_delta": 20,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 20.0,
    "development_pace": "human",
    "fork_star_ratio": 0.3473,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 30,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T06:32:05+00:00",
    "last_release_at": "2026-03-09T10:47:08+00:00",
    "days_since_release": 24
  },
  {
    "name": "awesome-generative-ai-guide",
    "slug": "awesome-generative-ai-guide",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 25852,
    "forks": 5453,
    "monthly_downloads": 0,
    "commits_30d": 22,
    "stars_7d_delta": 237,
    "stars_30d_delta": 25852,
    "dl_30d_delta": 0,
    "commits_7d_delta": 3,
    "commits_30d_delta": 22,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 22.0,
    "development_pace": "machine-assisted",
    "fork_star_ratio": 0.2109,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 30,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T17:10:02+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Skill_Seekers",
    "slug": "skill-seekers",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 11937,
    "forks": 1194,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 615,
    "stars_30d_delta": 11937,
    "dl_30d_delta": 0,
    "commits_7d_delta": -48,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 30,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T01:57:38+00:00",
    "last_release_at": "2026-03-25T19:21:47+00:00",
    "days_since_release": 7
  },
  {
    "name": "gradio",
    "slug": "gradio",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 42238,
    "forks": 3368,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 79,
    "stars_30d_delta": 42238,
    "dl_30d_delta": 0,
    "commits_7d_delta": -66,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0797,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 30,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T04:46:45+00:00",
    "last_release_at": "2026-03-24T21:13:13+00:00",
    "days_since_release": 8
  },
  {
    "name": "faceswap",
    "slug": "faceswap",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 55106,
    "forks": 13404,
    "monthly_downloads": 0,
    "commits_30d": 11,
    "stars_7d_delta": 32,
    "stars_30d_delta": 55106,
    "dl_30d_delta": 0,
    "commits_7d_delta": 7,
    "commits_30d_delta": 11,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 11.0,
    "development_pace": "human",
    "fork_star_ratio": 0.2432,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 30,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T11:49:11+00:00",
    "last_release_at": "2025-12-21T02:44:08+00:00",
    "days_since_release": 102
  },
  {
    "name": "OpenBB",
    "slug": "openbb",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 64979,
    "forks": 6393,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 1397,
    "stars_30d_delta": 64979,
    "dl_30d_delta": 0,
    "commits_7d_delta": -19,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.0984,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 30,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:07:24+00:00",
    "last_release_at": "2026-03-09T17:36:09+00:00",
    "days_since_release": 23
  },
  {
    "name": "hexstrike-ai",
    "slug": "hexstrike-ai",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 7821,
    "forks": 1709,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 137,
    "stars_30d_delta": 7821,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 2,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.5,
    "development_pace": "human",
    "fork_star_ratio": 0.2185,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 30,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-06T22:35:52+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "gpt4free",
    "slug": "gpt4free",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 65960,
    "forks": 13640,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 35,
    "stars_30d_delta": 65960,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.2068,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 30,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T20:59:04+00:00",
    "last_release_at": "2026-03-31T15:32:44+00:00",
    "days_since_release": 1
  },
  {
    "name": "ML-For-Beginners",
    "slug": "ml-for-beginners",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 84918,
    "forks": 20448,
    "monthly_downloads": 0,
    "commits_30d": 20,
    "stars_7d_delta": 178,
    "stars_30d_delta": 84918,
    "dl_30d_delta": 0,
    "commits_7d_delta": 19,
    "commits_30d_delta": 20,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 20.0,
    "development_pace": "human",
    "fork_star_ratio": 0.2408,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 30,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-29T03:40:18+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "edict",
    "slug": "edict",
    "category": "library",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 13977,
    "forks": 1427,
    "monthly_downloads": 0,
    "commits_30d": 38,
    "stars_7d_delta": 1135,
    "stars_30d_delta": 13977,
    "dl_30d_delta": 0,
    "commits_7d_delta": 3,
    "commits_30d_delta": 38,
    "contributors_30d_delta": 13,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 2.92,
    "development_pace": "human",
    "fork_star_ratio": 0.1021,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 30,
    "traction_bucket": "community-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T15:40:26+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Shadowbroker",
    "slug": "shadowbroker",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 5107,
    "forks": 761,
    "monthly_downloads": 0,
    "commits_30d": 197,
    "stars_7d_delta": 1151,
    "stars_30d_delta": 5107,
    "dl_30d_delta": 0,
    "commits_7d_delta": 196,
    "commits_30d_delta": 197,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 197.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.149,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 30,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-27T05:42:59+00:00",
    "last_release_at": "2026-03-14T19:51:39+00:00",
    "days_since_release": 18
  },
  {
    "name": "beeai-framework",
    "slug": "beeai-framework",
    "category": "framework",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 3195,
    "forks": 423,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 10,
    "stars_30d_delta": 3195,
    "dl_30d_delta": 0,
    "commits_7d_delta": -7,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1324,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 30,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-27T01:50:16+00:00",
    "last_release_at": "2026-03-24T17:59:58+00:00",
    "days_since_release": 8
  },
  {
    "name": "pgvector",
    "slug": "pgvector",
    "category": "infra",
    "domain": null,
    "stack_layer": "data",
    "lab_name": null,
    "stars": 20572,
    "forks": 1124,
    "monthly_downloads": 58017756,
    "commits_30d": 0,
    "stars_7d_delta": 125,
    "stars_30d_delta": 20572,
    "dl_30d_delta": 58017756,
    "commits_7d_delta": -1,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.0004,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0546,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 30,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 0,
    "last_commit_at": "2026-03-17T21:32:01+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "streamlit",
    "slug": "streamlit",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 44086,
    "forks": 4178,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 64,
    "stars_30d_delta": 44086,
    "dl_30d_delta": 0,
    "commits_7d_delta": -200,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0948,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 29,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:39:52+00:00",
    "last_release_at": "2026-03-31T22:29:44+00:00",
    "days_since_release": 1
  },
  {
    "name": "Guidance",
    "slug": "guidance",
    "category": "library",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 21364,
    "forks": 1157,
    "monthly_downloads": 34329,
    "commits_30d": 8,
    "stars_7d_delta": -1,
    "stars_30d_delta": 21364,
    "dl_30d_delta": 34329,
    "commits_7d_delta": 0,
    "commits_30d_delta": 8,
    "contributors_30d_delta": 83,
    "hype_ratio": 0.6223,
    "hype_bucket": "balanced",
    "velocity_band": "slow",
    "commits_per_contributor": 0.1,
    "development_pace": "human",
    "fork_star_ratio": 0.0542,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 29,
    "traction_bucket": "balanced",
    "dl_trend": "slowing",
    "dl_weekly_velocity": -4578,
    "last_commit_at": "2026-03-18T22:18:46+00:00",
    "last_release_at": "2026-03-18T22:18:46+00:00",
    "days_since_release": 14
  },
  {
    "name": "lamda",
    "slug": "lamda",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 7700,
    "forks": 1031,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 10,
    "stars_30d_delta": 7700,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1339,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 29,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-24T01:53:06+00:00",
    "last_release_at": "2026-03-22T06:32:09+00:00",
    "days_since_release": 11
  },
  {
    "name": "autoresearch",
    "slug": "autoresearch",
    "category": "library",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 63671,
    "forks": 8979,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 7298,
    "stars_30d_delta": 63671,
    "dl_30d_delta": 0,
    "commits_7d_delta": -28,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 9,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.11,
    "development_pace": "human",
    "fork_star_ratio": 0.141,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 29,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-26T00:07:37+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Surfsense",
    "slug": "surfsense",
    "category": "tool",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 13623,
    "forks": 1239,
    "monthly_downloads": 0,
    "commits_30d": 674,
    "stars_7d_delta": 84,
    "stars_30d_delta": 13623,
    "dl_30d_delta": 0,
    "commits_7d_delta": 190,
    "commits_30d_delta": 674,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 674.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0909,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 29,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:26:11+00:00",
    "last_release_at": "2026-04-01T06:13:45+00:00",
    "days_since_release": 1
  },
  {
    "name": "Goose",
    "slug": "goose",
    "category": "agent",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 33924,
    "forks": 3175,
    "monthly_downloads": 0,
    "commits_30d": 247,
    "stars_7d_delta": 334,
    "stars_30d_delta": 33924,
    "dl_30d_delta": 0,
    "commits_7d_delta": 17,
    "commits_30d_delta": 247,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 247.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0936,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 29,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:51:36+00:00",
    "last_release_at": "2026-03-31T05:59:28+00:00",
    "days_since_release": 2
  },
  {
    "name": "happy-llm",
    "slug": "happy-llm",
    "category": "library",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 28280,
    "forks": 2610,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 341,
    "stars_30d_delta": 28280,
    "dl_30d_delta": 0,
    "commits_7d_delta": -1,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 24,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.04,
    "development_pace": "human",
    "fork_star_ratio": 0.0923,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 29,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-16T02:21:33+00:00",
    "last_release_at": "2026-01-29T06:35:12+00:00",
    "days_since_release": 63
  },
  {
    "name": "OBLITERATUS",
    "slug": "obliteratus",
    "category": "library",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 3474,
    "forks": 642,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 118,
    "stars_30d_delta": 3474,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 3,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.33,
    "development_pace": "human",
    "fork_star_ratio": 0.1848,
    "lifecycle_stage": "emerging",
    "tier": 4,
    "traction_score": 28,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T20:47:50+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "gateway",
    "slug": "gateway",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 11159,
    "forks": 970,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 119,
    "stars_30d_delta": 11159,
    "dl_30d_delta": 0,
    "commits_7d_delta": -1,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0869,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 28,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-25T09:33:55+00:00",
    "last_release_at": "2026-01-12T08:46:07+00:00",
    "days_since_release": 80
  },
  {
    "name": "get-shit-done",
    "slug": "get-shit-done",
    "category": "tool",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 46705,
    "forks": 3797,
    "monthly_downloads": 0,
    "commits_30d": 330,
    "stars_7d_delta": 4693,
    "stars_30d_delta": 46705,
    "dl_30d_delta": 0,
    "commits_7d_delta": 18,
    "commits_30d_delta": 330,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 330.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0813,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 28,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:17:30+00:00",
    "last_release_at": "2026-04-01T22:15:01+00:00",
    "days_since_release": 0
  },
  {
    "name": "Nexent",
    "slug": "nexent",
    "category": "tool",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 4378,
    "forks": 552,
    "monthly_downloads": 0,
    "commits_30d": 125,
    "stars_7d_delta": 25,
    "stars_30d_delta": 4378,
    "dl_30d_delta": 0,
    "commits_7d_delta": -13,
    "commits_30d_delta": 125,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 125.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1261,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 28,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:01:29+00:00",
    "last_release_at": "2026-03-29T01:59:37+00:00",
    "days_since_release": 4
  },
  {
    "name": "AutoGen",
    "slug": "autogen",
    "category": "framework",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 56585,
    "forks": 8508,
    "monthly_downloads": 175761,
    "commits_30d": 1,
    "stars_7d_delta": 366,
    "stars_30d_delta": 56585,
    "dl_30d_delta": 175761,
    "commits_7d_delta": -1,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.3219,
    "hype_bucket": "balanced",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1504,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 28,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 304,
    "last_commit_at": "2026-03-29T13:31:03+00:00",
    "last_release_at": "2025-09-30T06:18:26+00:00",
    "days_since_release": 184
  },
  {
    "name": "kong",
    "slug": "kong",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 43086,
    "forks": 5107,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 45,
    "stars_30d_delta": 43086,
    "dl_30d_delta": 0,
    "commits_7d_delta": -1,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1185,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 27,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-27T17:42:51+00:00",
    "last_release_at": "2025-06-04T09:20:05+00:00",
    "days_since_release": 302
  },
  {
    "name": "ComfyUI",
    "slug": "comfyui",
    "category": "library",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 107535,
    "forks": 12415,
    "monthly_downloads": 0,
    "commits_30d": 126,
    "stars_7d_delta": 563,
    "stars_30d_delta": 107535,
    "dl_30d_delta": 0,
    "commits_7d_delta": -28,
    "commits_30d_delta": 126,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 126.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1155,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 27,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T00:22:11+00:00",
    "last_release_at": "2026-03-25T04:22:37+00:00",
    "days_since_release": 8
  },
  {
    "name": "Kiln",
    "slug": "kiln",
    "category": "tool",
    "domain": null,
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 4726,
    "forks": 351,
    "monthly_downloads": 0,
    "commits_30d": 226,
    "stars_7d_delta": 2,
    "stars_30d_delta": 4726,
    "dl_30d_delta": 0,
    "commits_7d_delta": 76,
    "commits_30d_delta": 226,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "hyperspeed",
    "commits_per_contributor": 226.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0743,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 27,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:03:14+00:00",
    "last_release_at": "2026-03-18T14:44:22+00:00",
    "days_since_release": 14
  },
  {
    "name": "system_prompts_leaks",
    "slug": "system-prompts-leaks",
    "category": "tool",
    "domain": "prompt-engineering",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 35788,
    "forks": 5900,
    "monthly_downloads": 0,
    "commits_30d": 39,
    "stars_7d_delta": 772,
    "stars_30d_delta": 35788,
    "dl_30d_delta": 0,
    "commits_7d_delta": -11,
    "commits_30d_delta": 39,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 39.0,
    "development_pace": "machine-assisted",
    "fork_star_ratio": 0.1649,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 26,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T01:35:42+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "zcf",
    "slug": "zcf",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 5842,
    "forks": 408,
    "monthly_downloads": 0,
    "commits_30d": 7,
    "stars_7d_delta": 41,
    "stars_30d_delta": 5842,
    "dl_30d_delta": 0,
    "commits_7d_delta": 6,
    "commits_30d_delta": 7,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 7.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0698,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 26,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T02:26:12+00:00",
    "last_release_at": "2026-03-24T08:45:33+00:00",
    "days_since_release": 9
  },
  {
    "name": "cursor-talk-to-figma-mcp",
    "slug": "cursor-talk-to-figma-mcp",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 6592,
    "forks": 705,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 35,
    "stars_30d_delta": 6592,
    "dl_30d_delta": 0,
    "commits_7d_delta": -3,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 6,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.17,
    "development_pace": "human",
    "fork_star_ratio": 0.1069,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 26,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-07T06:29:17+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "firecrawl-mcp-server",
    "slug": "firecrawl-mcp-server",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 5929,
    "forks": 668,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 67,
    "stars_30d_delta": 5929,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 19,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.05,
    "development_pace": "human",
    "fork_star_ratio": 0.1127,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 26,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-23T20:05:47+00:00",
    "last_release_at": "2025-09-26T07:31:17+00:00",
    "days_since_release": 188
  },
  {
    "name": "GGML",
    "slug": "ggml",
    "category": "library",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 14331,
    "forks": 1531,
    "monthly_downloads": 0,
    "commits_30d": 145,
    "stars_7d_delta": 47,
    "stars_30d_delta": 14331,
    "dl_30d_delta": 0,
    "commits_7d_delta": 49,
    "commits_30d_delta": 145,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 145.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1068,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 26,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T13:02:13+00:00",
    "last_release_at": "2026-04-02T07:43:03+00:00",
    "days_since_release": 0
  },
  {
    "name": "Jan",
    "slug": "jan",
    "category": "infra",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 41445,
    "forks": 2668,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 205,
    "stars_30d_delta": 41445,
    "dl_30d_delta": 0,
    "commits_7d_delta": -299,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 100,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.01,
    "development_pace": "human",
    "fork_star_ratio": 0.0644,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 26,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:51:06+00:00",
    "last_release_at": "2026-03-23T06:09:34+00:00",
    "days_since_release": 10
  },
  {
    "name": "Opik",
    "slug": "opik",
    "category": "tool",
    "domain": null,
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 18596,
    "forks": 1416,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 114,
    "stars_30d_delta": 18596,
    "dl_30d_delta": 0,
    "commits_7d_delta": -336,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0761,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 26,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T00:58:16+00:00",
    "last_release_at": "2026-04-01T11:48:44+00:00",
    "days_since_release": 1
  },
  {
    "name": "llm-app",
    "slug": "llm-app",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 59849,
    "forks": 1412,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 649,
    "stars_30d_delta": 59849,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 25,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0236,
    "lifecycle_stage": "fading",
    "tier": 1,
    "traction_score": 26,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-01-07T11:59:38+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "supervision",
    "slug": "supervision",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 37197,
    "forks": 3219,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 422,
    "stars_30d_delta": 37197,
    "dl_30d_delta": 0,
    "commits_7d_delta": -21,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0865,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 26,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T15:11:42+00:00",
    "last_release_at": "2026-03-14T08:11:34+00:00",
    "days_since_release": 19
  },
  {
    "name": "llm-guard",
    "slug": "llm-guard",
    "category": "library",
    "domain": "prompt-engineering",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 2765,
    "forks": 367,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 33,
    "stars_30d_delta": 2765,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1327,
    "lifecycle_stage": "fading",
    "tier": 4,
    "traction_score": 26,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2025-12-15T13:07:25+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "google-research",
    "slug": "google-research",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 37624,
    "forks": 8373,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 75,
    "stars_30d_delta": 37624,
    "dl_30d_delta": 0,
    "commits_7d_delta": -14,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.2225,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:23:26+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "xiaozhi-esp32-server",
    "slug": "xiaozhi-esp32-server",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 9109,
    "forks": 3095,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 88,
    "stars_30d_delta": 9109,
    "dl_30d_delta": 0,
    "commits_7d_delta": -53,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.3398,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:56:33+00:00",
    "last_release_at": "2026-03-14T00:08:13+00:00",
    "days_since_release": 19
  },
  {
    "name": "typebot.io",
    "slug": "typebot-io",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 9816,
    "forks": 3029,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 13,
    "stars_30d_delta": 9816,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.3086,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T20:41:24+00:00",
    "last_release_at": "2026-01-11T21:26:18+00:00",
    "days_since_release": 80
  },
  {
    "name": "LangBot",
    "slug": "langbot",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 10,
    "forks": 1,
    "monthly_downloads": 0,
    "commits_30d": 95,
    "stars_7d_delta": 3,
    "stars_30d_delta": 10,
    "dl_30d_delta": 0,
    "commits_7d_delta": 48,
    "commits_30d_delta": 95,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 95.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1,
    "lifecycle_stage": "emerging",
    "tier": 4,
    "traction_score": 25,
    "traction_bucket": "company-driven",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-28T13:04:57+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "lobehub",
    "slug": "lobehub",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 74637,
    "forks": 14847,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 312,
    "stars_30d_delta": 74637,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1989,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:18:47+00:00",
    "last_release_at": "2026-04-02T09:06:18+00:00",
    "days_since_release": 0
  },
  {
    "name": "Lance",
    "slug": "lance",
    "category": "library",
    "domain": null,
    "stack_layer": "data",
    "lab_name": null,
    "stars": 6259,
    "forks": 608,
    "monthly_downloads": 0,
    "commits_30d": 130,
    "stars_7d_delta": 49,
    "stars_30d_delta": 6259,
    "dl_30d_delta": 0,
    "commits_7d_delta": 129,
    "commits_30d_delta": 130,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 130.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0971,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:47:59+00:00",
    "last_release_at": "2026-04-02T08:54:49+00:00",
    "days_since_release": 0
  },
  {
    "name": "ai-agents-for-beginners",
    "slug": "ai-agents-for-beginners",
    "category": "library",
    "domain": "agents",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 55703,
    "forks": 19263,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 690,
    "stars_30d_delta": 55703,
    "dl_30d_delta": 0,
    "commits_7d_delta": -22,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.3458,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-19T06:48:38+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "generative-ai",
    "slug": "generative-ai",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 16525,
    "forks": 4111,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 55,
    "stars_30d_delta": 16525,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.2488,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T04:45:16+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "AI-For-Beginners",
    "slug": "ai-for-beginners",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 46380,
    "forks": 9484,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 112,
    "stars_30d_delta": 46380,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.2045,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-21T10:38:25+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "xiaozhi-esp32",
    "slug": "xiaozhi-esp32",
    "category": "library",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 25302,
    "forks": 5461,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 194,
    "stars_30d_delta": 25302,
    "dl_30d_delta": 0,
    "commits_7d_delta": -29,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.2158,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T04:46:53+00:00",
    "last_release_at": "2026-03-09T22:55:44+00:00",
    "days_since_release": 23
  },
  {
    "name": "MANPADS-System-Launcher-and-Rocket",
    "slug": "manpads-system-launcher-and-rocket",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 2416,
    "forks": 672,
    "monthly_downloads": 0,
    "commits_30d": 7,
    "stars_7d_delta": 119,
    "stars_30d_delta": 2416,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 7,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 7.0,
    "development_pace": "human",
    "fork_star_ratio": 0.2781,
    "lifecycle_stage": "emerging",
    "tier": 4,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-18T04:51:29+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "mcp-for-beginners",
    "slug": "mcp-for-beginners",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 15762,
    "forks": 5127,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 162,
    "stars_30d_delta": 15762,
    "dl_30d_delta": 0,
    "commits_7d_delta": -168,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.3253,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-29T04:15:03+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "new-api",
    "slug": "new-api",
    "category": "infra",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 24342,
    "forks": 4809,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 1291,
    "stars_30d_delta": 24342,
    "dl_30d_delta": 0,
    "commits_7d_delta": -107,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1976,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:29:21+00:00",
    "last_release_at": "2026-04-01T16:22:05+00:00",
    "days_since_release": 0
  },
  {
    "name": "agent",
    "slug": "agent",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 1230,
    "forks": 129,
    "monthly_downloads": 0,
    "commits_30d": 52,
    "stars_7d_delta": 44,
    "stars_30d_delta": 1230,
    "dl_30d_delta": 0,
    "commits_7d_delta": 17,
    "commits_30d_delta": 52,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 52.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.1049,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T20:11:15+00:00",
    "last_release_at": "2026-03-30T18:37:51+00:00",
    "days_since_release": 2
  },
  {
    "name": "waoowaoo",
    "slug": "waoowaoo",
    "category": "tool",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 10723,
    "forks": 2383,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 295,
    "stars_30d_delta": 10723,
    "dl_30d_delta": 0,
    "commits_7d_delta": -8,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.2222,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-23T17:28:05+00:00",
    "last_release_at": "2026-03-07T21:21:29+00:00",
    "days_since_release": 25
  },
  {
    "name": "generative-ai-for-beginners",
    "slug": "generative-ai-for-beginners",
    "category": "library",
    "domain": "embeddings",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 108815,
    "forks": 58353,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 270,
    "stars_30d_delta": 108815,
    "dl_30d_delta": 0,
    "commits_7d_delta": -12,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.5363,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-29T18:29:14+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "system-prompts-and-models-of-ai-tools",
    "slug": "system-prompts-and-models-of-ai-tools",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 134053,
    "forks": 33792,
    "monthly_downloads": 0,
    "commits_30d": 6,
    "stars_7d_delta": 784,
    "stars_30d_delta": 134053,
    "dl_30d_delta": 0,
    "commits_7d_delta": -2,
    "commits_30d_delta": 6,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 6.0,
    "development_pace": "human",
    "fork_star_ratio": 0.2521,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-28T16:58:37+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Labelme",
    "slug": "labelme",
    "category": "tool",
    "domain": null,
    "stack_layer": "data",
    "lab_name": null,
    "stars": 15703,
    "forks": 3657,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 18,
    "stars_30d_delta": 15703,
    "dl_30d_delta": 0,
    "commits_7d_delta": -58,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.2329,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T04:31:03+00:00",
    "last_release_at": "2026-03-28T08:48:12+00:00",
    "days_since_release": 5
  },
  {
    "name": "Spring AI",
    "slug": "spring-ai",
    "category": "framework",
    "domain": "ml-frameworks",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 8382,
    "forks": 2419,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 73,
    "stars_30d_delta": 8382,
    "dl_30d_delta": 0,
    "commits_7d_delta": -81,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.2886,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T17:27:50+00:00",
    "last_release_at": "2026-03-26T15:08:24+00:00",
    "days_since_release": 6
  },
  {
    "name": "atomic-agents",
    "slug": "atomic-agents",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 5833,
    "forks": 484,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 21,
    "stars_30d_delta": 5833,
    "dl_30d_delta": 0,
    "commits_7d_delta": -9,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.083,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 25,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T12:44:14+00:00",
    "last_release_at": "2026-03-31T12:44:14+00:00",
    "days_since_release": 2
  },
  {
    "name": "XHS-Downloader",
    "slug": "xhs-downloader",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 10618,
    "forks": 1624,
    "monthly_downloads": 0,
    "commits_30d": 12,
    "stars_7d_delta": 75,
    "stars_30d_delta": 10618,
    "dl_30d_delta": 0,
    "commits_7d_delta": 6,
    "commits_30d_delta": 12,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 12.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1529,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 25,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:37:44+00:00",
    "last_release_at": "2026-02-09T06:40:22+00:00",
    "days_since_release": 52
  },
  {
    "name": "cherry-studio",
    "slug": "cherry-studio",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 42751,
    "forks": 3997,
    "monthly_downloads": 0,
    "commits_30d": 187,
    "stars_7d_delta": 403,
    "stars_30d_delta": 42751,
    "dl_30d_delta": 0,
    "commits_7d_delta": 186,
    "commits_30d_delta": 187,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 187.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0935,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 24,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:23:16+00:00",
    "last_release_at": "2026-03-27T13:02:49+00:00",
    "days_since_release": 6
  },
  {
    "name": "code-review-graph",
    "slug": "code-review-graph",
    "category": "tool",
    "domain": "ai-coding",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 3948,
    "forks": 345,
    "monthly_downloads": 0,
    "commits_30d": 105,
    "stars_7d_delta": 354,
    "stars_30d_delta": 3948,
    "dl_30d_delta": 0,
    "commits_7d_delta": 43,
    "commits_30d_delta": 105,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 105.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0874,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 24,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T15:37:09+00:00",
    "last_release_at": "2026-03-27T13:54:05+00:00",
    "days_since_release": 5
  },
  {
    "name": "godogen",
    "slug": "godogen",
    "category": "agent",
    "domain": "ai-coding",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 2453,
    "forks": 222,
    "monthly_downloads": 0,
    "commits_30d": 19,
    "stars_7d_delta": 2453,
    "stars_30d_delta": 2453,
    "dl_30d_delta": 0,
    "commits_7d_delta": 19,
    "commits_30d_delta": 19,
    "contributors_30d_delta": 4,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 4.75,
    "development_pace": "human",
    "fork_star_ratio": 0.0905,
    "lifecycle_stage": "emerging",
    "tier": 4,
    "traction_score": 24,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T19:41:52+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "BitNet",
    "slug": "bitnet",
    "category": "library",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 36966,
    "forks": 3230,
    "monthly_downloads": 0,
    "commits_30d": 2,
    "stars_7d_delta": 302,
    "stars_30d_delta": 36966,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 2,
    "contributors_30d_delta": 15,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.13,
    "development_pace": "human",
    "fork_star_ratio": 0.0874,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 24,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-10T07:49:47+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "claude-context",
    "slug": "claude-context",
    "category": "tool",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 5814,
    "forks": 519,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 55,
    "stars_30d_delta": 5814,
    "dl_30d_delta": 0,
    "commits_7d_delta": -7,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 11,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.09,
    "development_pace": "human",
    "fork_star_ratio": 0.0893,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 24,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-12T12:34:31+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "refact",
    "slug": "refact",
    "category": "agent",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 3528,
    "forks": 309,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 3,
    "stars_30d_delta": 3528,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 33,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0876,
    "lifecycle_stage": "fading",
    "tier": 4,
    "traction_score": 24,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-18T03:34:53+00:00",
    "last_release_at": "2025-06-17T07:38:49+00:00",
    "days_since_release": 289
  },
  {
    "name": "autokernel",
    "slug": "autokernel",
    "category": "tool",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 902,
    "forks": 79,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 66,
    "stars_30d_delta": 902,
    "dl_30d_delta": 0,
    "commits_7d_delta": -39,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 6,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.17,
    "development_pace": "human",
    "fork_star_ratio": 0.0876,
    "lifecycle_stage": "emerging",
    "tier": 4,
    "traction_score": 24,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-19T03:13:43+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "netron",
    "slug": "netron",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 32689,
    "forks": 3097,
    "monthly_downloads": 0,
    "commits_30d": 76,
    "stars_7d_delta": 35,
    "stars_30d_delta": 32689,
    "dl_30d_delta": 0,
    "commits_7d_delta": 75,
    "commits_30d_delta": 76,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 76.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0947,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 24,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T19:34:16+00:00",
    "last_release_at": "2026-03-28T18:09:00+00:00",
    "days_since_release": 4
  },
  {
    "name": "h4cker",
    "slug": "h4cker",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 25759,
    "forks": 4910,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 102,
    "stars_30d_delta": 25759,
    "dl_30d_delta": 0,
    "commits_7d_delta": -3,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1906,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 24,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-24T00:25:43+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Text Generation Inference",
    "slug": "tgi",
    "category": "infra",
    "domain": "llm-tools",
    "stack_layer": "inference",
    "lab_name": "Hugging Face",
    "stars": 10818,
    "forks": 1260,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 9,
    "stars_30d_delta": 10818,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1165,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 24,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-21T11:34:22+00:00",
    "last_release_at": "2025-12-19T14:35:25+00:00",
    "days_since_release": 103
  },
  {
    "name": "metaflow",
    "slug": "metaflow",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 10002,
    "forks": 1256,
    "monthly_downloads": 0,
    "commits_30d": 6,
    "stars_7d_delta": 28,
    "stars_30d_delta": 10002,
    "dl_30d_delta": 0,
    "commits_7d_delta": -3,
    "commits_30d_delta": 6,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 6.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1256,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 23,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T20:55:56+00:00",
    "last_release_at": "2026-03-20T21:38:19+00:00",
    "days_since_release": 12
  },
  {
    "name": "txtai",
    "slug": "txtai",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 12355,
    "forks": 796,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 11,
    "stars_30d_delta": 12355,
    "dl_30d_delta": 0,
    "commits_7d_delta": -16,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0644,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 23,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-27T13:52:05+00:00",
    "last_release_at": "2026-03-20T17:10:04+00:00",
    "days_since_release": 12
  },
  {
    "name": "daytona",
    "slug": "daytona",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 70986,
    "forks": 5529,
    "monthly_downloads": 0,
    "commits_30d": 187,
    "stars_7d_delta": 329,
    "stars_30d_delta": 70986,
    "dl_30d_delta": 0,
    "commits_7d_delta": 32,
    "commits_30d_delta": 187,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 187.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0779,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 23,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T01:07:37+00:00",
    "last_release_at": "2026-03-31T12:43:49+00:00",
    "days_since_release": 2
  },
  {
    "name": "Scrapling",
    "slug": "scrapling",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 34269,
    "forks": 2774,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 1393,
    "stars_30d_delta": 34269,
    "dl_30d_delta": 0,
    "commits_7d_delta": -65,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0809,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 23,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T15:39:11+00:00",
    "last_release_at": "2026-03-30T03:50:58+00:00",
    "days_since_release": 3
  },
  {
    "name": "langchain4j",
    "slug": "langchain4j",
    "category": "tool",
    "domain": "vector-db",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 11424,
    "forks": 2096,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 125,
    "stars_30d_delta": 11424,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1835,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 23,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T17:02:21+00:00",
    "last_release_at": "2026-03-13T10:32:22+00:00",
    "days_since_release": 20
  },
  {
    "name": "exa-mcp-server",
    "slug": "exa-mcp-server",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 4133,
    "forks": 307,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 39,
    "stars_30d_delta": 4133,
    "dl_30d_delta": 0,
    "commits_7d_delta": -34,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0743,
    "lifecycle_stage": "emerging",
    "tier": 4,
    "traction_score": 22,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T20:37:45+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "XcodeBuildMCP",
    "slug": "xcodebuildmcp",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 5000,
    "forks": 238,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 106,
    "stars_30d_delta": 5000,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0476,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 22,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T11:57:26+00:00",
    "last_release_at": "2026-03-31T11:58:45+00:00",
    "days_since_release": 2
  },
  {
    "name": "mediapipe",
    "slug": "mediapipe",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 34465,
    "forks": 5868,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 137,
    "stars_30d_delta": 34465,
    "dl_30d_delta": 0,
    "commits_7d_delta": -34,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1703,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 22,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T23:07:01+00:00",
    "last_release_at": "2026-03-23T20:55:04+00:00",
    "days_since_release": 9
  },
  {
    "name": "ai-engineering-hub",
    "slug": "ai-engineering-hub",
    "category": "library",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 33077,
    "forks": 5467,
    "monthly_downloads": 0,
    "commits_30d": 7,
    "stars_7d_delta": 393,
    "stars_30d_delta": 33077,
    "dl_30d_delta": 0,
    "commits_7d_delta": 6,
    "commits_30d_delta": 7,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 7.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1653,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 22,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-23T19:26:56+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "note-gen",
    "slug": "note-gen",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 11173,
    "forks": 826,
    "monthly_downloads": 0,
    "commits_30d": 97,
    "stars_7d_delta": 46,
    "stars_30d_delta": 11173,
    "dl_30d_delta": 0,
    "commits_7d_delta": 1,
    "commits_30d_delta": 97,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 97.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0739,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 22,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T10:19:32+00:00",
    "last_release_at": "2026-03-29T10:15:34+00:00",
    "days_since_release": 4
  },
  {
    "name": "ChatTTS",
    "slug": "chattts",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 39014,
    "forks": 4233,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 26,
    "stars_30d_delta": 39014,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1085,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 22,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-01-18T05:30:01+00:00",
    "last_release_at": "2025-05-23T13:00:56+00:00",
    "days_since_release": 314
  },
  {
    "name": "sub2api",
    "slug": "sub2api",
    "category": "tool",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 9785,
    "forks": 1536,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 1257,
    "stars_30d_delta": 9785,
    "dl_30d_delta": 0,
    "commits_7d_delta": -434,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.157,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 21,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T00:31:12+00:00",
    "last_release_at": "2026-03-30T08:13:36+00:00",
    "days_since_release": 3
  },
  {
    "name": "kratos",
    "slug": "kratos",
    "category": "tool",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 25581,
    "forks": 4157,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 14,
    "stars_30d_delta": 25581,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1625,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 21,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-27T08:33:13+00:00",
    "last_release_at": "2025-12-05T16:05:00+00:00",
    "days_since_release": 117
  },
  {
    "name": "learn-claude-code",
    "slug": "learn-claude-code",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 46731,
    "forks": 7399,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 7753,
    "stars_30d_delta": 46731,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1583,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 21,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T13:00:52+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "ruflo",
    "slug": "ruflo",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 29246,
    "forks": 3196,
    "monthly_downloads": 0,
    "commits_30d": 40,
    "stars_7d_delta": 2828,
    "stars_30d_delta": 29246,
    "dl_30d_delta": 0,
    "commits_7d_delta": -11,
    "commits_30d_delta": 40,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 40.0,
    "development_pace": "machine-assisted",
    "fork_star_ratio": 0.1093,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 21,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-26T00:44:10+00:00",
    "last_release_at": "2026-03-26T00:33:54+00:00",
    "days_since_release": 7
  },
  {
    "name": "strix",
    "slug": "strix",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 22982,
    "forks": 2476,
    "monthly_downloads": 0,
    "commits_30d": 22,
    "stars_7d_delta": 1120,
    "stars_30d_delta": 22982,
    "dl_30d_delta": 0,
    "commits_7d_delta": -3,
    "commits_30d_delta": 22,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 22.0,
    "development_pace": "machine-assisted",
    "fork_star_ratio": 0.1077,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 21,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:38:40+00:00",
    "last_release_at": "2026-03-23T05:16:53+00:00",
    "days_since_release": 10
  },
  {
    "name": "qlib",
    "slug": "qlib",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 39918,
    "forks": 6239,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 577,
    "stars_30d_delta": 39918,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1563,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 21,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-10T12:45:41+00:00",
    "last_release_at": "2025-08-15T09:49:17+00:00",
    "days_since_release": 230
  },
  {
    "name": "llmfit",
    "slug": "llmfit",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 20710,
    "forks": 1207,
    "monthly_downloads": 0,
    "commits_30d": 113,
    "stars_7d_delta": 1532,
    "stars_30d_delta": 20710,
    "dl_30d_delta": 0,
    "commits_7d_delta": 112,
    "commits_30d_delta": 113,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 113.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0583,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 21,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T14:08:30+00:00",
    "last_release_at": "2026-04-01T14:12:15+00:00",
    "days_since_release": 0
  },
  {
    "name": "PiliPlus",
    "slug": "piliplus",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 12114,
    "forks": 738,
    "monthly_downloads": 0,
    "commits_30d": 79,
    "stars_7d_delta": 222,
    "stars_30d_delta": 12114,
    "dl_30d_delta": 0,
    "commits_7d_delta": -6,
    "commits_30d_delta": 79,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 79.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0609,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 21,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T04:44:36+00:00",
    "last_release_at": "2026-03-31T10:31:31+00:00",
    "days_since_release": 2
  },
  {
    "name": "bisheng",
    "slug": "bisheng",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 11276,
    "forks": 1837,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 30,
    "stars_30d_delta": 11276,
    "dl_30d_delta": 0,
    "commits_7d_delta": -2,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1629,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 21,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:43:49+00:00",
    "last_release_at": "2026-03-11T06:48:47+00:00",
    "days_since_release": 22
  },
  {
    "name": "LEANN",
    "slug": "leann",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 10387,
    "forks": 898,
    "monthly_downloads": 0,
    "commits_30d": 3,
    "stars_7d_delta": 19,
    "stars_30d_delta": 10387,
    "dl_30d_delta": 0,
    "commits_7d_delta": -4,
    "commits_30d_delta": 3,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 3.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0865,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 21,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T09:59:23+00:00",
    "last_release_at": "2026-03-08T21:37:22+00:00",
    "days_since_release": 24
  },
  {
    "name": "Made-With-ML",
    "slug": "made-with-ml",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 47057,
    "forks": 7391,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 101,
    "stars_30d_delta": 47057,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1571,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 21,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-04T23:44:21+00:00",
    "last_release_at": "2026-03-04T23:24:54+00:00",
    "days_since_release": 28
  },
  {
    "name": "Real-Time-Voice-Cloning",
    "slug": "real-time-voice-cloning",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 59574,
    "forks": 9413,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 13,
    "stars_30d_delta": 59574,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.158,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 21,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-09T10:31:58+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "llm-engineer-toolkit",
    "slug": "llm-engineer-toolkit",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 10067,
    "forks": 1599,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 16,
    "stars_30d_delta": 10067,
    "dl_30d_delta": 0,
    "commits_7d_delta": 1,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1588,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 21,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-28T08:34:53+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "garak",
    "slug": "garak",
    "category": "tool",
    "domain": null,
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 7425,
    "forks": 850,
    "monthly_downloads": 0,
    "commits_30d": 31,
    "stars_7d_delta": 60,
    "stars_30d_delta": 7425,
    "dl_30d_delta": 0,
    "commits_7d_delta": -2,
    "commits_30d_delta": 31,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 31.0,
    "development_pace": "machine-assisted",
    "fork_star_ratio": 0.1145,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 21,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T20:26:18+00:00",
    "last_release_at": "2026-02-04T17:31:04+00:00",
    "days_since_release": 56
  },
  {
    "name": "context7",
    "slug": "context7",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 51377,
    "forks": 2433,
    "monthly_downloads": 0,
    "commits_30d": 55,
    "stars_7d_delta": 763,
    "stars_30d_delta": 51377,
    "dl_30d_delta": 0,
    "commits_7d_delta": 1,
    "commits_30d_delta": 55,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 55.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0474,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 20,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T12:15:51+00:00",
    "last_release_at": "2026-03-27T21:33:55+00:00",
    "days_since_release": 5
  },
  {
    "name": "xiaohongshu-mcp",
    "slug": "xiaohongshu-mcp",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 12490,
    "forks": 1871,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 273,
    "stars_30d_delta": 12490,
    "dl_30d_delta": 0,
    "commits_7d_delta": -25,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1498,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 20,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-21T12:23:07+00:00",
    "last_release_at": "2026-03-09T06:07:00+00:00",
    "days_since_release": 24
  },
  {
    "name": "tensorzero",
    "slug": "tensorzero",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 11176,
    "forks": 804,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 24,
    "stars_30d_delta": 11176,
    "dl_30d_delta": 0,
    "commits_7d_delta": -280,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0719,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 20,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:10:42+00:00",
    "last_release_at": "2026-03-26T14:27:42+00:00",
    "days_since_release": 6
  },
  {
    "name": "wsl2-distro-manager",
    "slug": "wsl2-distro-manager",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 3723,
    "forks": 169,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 30,
    "stars_30d_delta": 3723,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 13,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.08,
    "development_pace": "human",
    "fork_star_ratio": 0.0454,
    "lifecycle_stage": "stable",
    "tier": 4,
    "traction_score": 20,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-09T05:52:44+00:00",
    "last_release_at": "2025-12-14T02:10:42+00:00",
    "days_since_release": 109
  },
  {
    "name": "claude-relay-service",
    "slug": "claude-relay-service",
    "category": "tool",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 10517,
    "forks": 1581,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 413,
    "stars_30d_delta": 10517,
    "dl_30d_delta": 0,
    "commits_7d_delta": -50,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1503,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 20,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-30T07:17:52+00:00",
    "last_release_at": "2026-03-26T03:28:51+00:00",
    "days_since_release": 7
  },
  {
    "name": "jadx-ai-mcp",
    "slug": "jadx-ai-mcp",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 1627,
    "forks": 170,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 54,
    "stars_30d_delta": 1627,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 5,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.2,
    "development_pace": "human",
    "fork_star_ratio": 0.1045,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 20,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-29T16:41:32+00:00",
    "last_release_at": "2026-03-29T16:31:31+00:00",
    "days_since_release": 3
  },
  {
    "name": "awesome-llm-apps",
    "slug": "awesome-llm-apps",
    "category": "library",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 104262,
    "forks": 15211,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 664,
    "stars_30d_delta": 104262,
    "dl_30d_delta": 0,
    "commits_7d_delta": -15,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1459,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 20,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T07:06:35+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "klavis",
    "slug": "klavis",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 5698,
    "forks": 543,
    "monthly_downloads": 0,
    "commits_30d": 35,
    "stars_7d_delta": 20,
    "stars_30d_delta": 5698,
    "dl_30d_delta": 0,
    "commits_7d_delta": -20,
    "commits_30d_delta": 35,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 35.0,
    "development_pace": "machine-assisted",
    "fork_star_ratio": 0.0953,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 20,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:53:32+00:00",
    "last_release_at": "2026-01-29T17:43:48+00:00",
    "days_since_release": 62
  },
  {
    "name": "LLMs-from-scratch",
    "slug": "llms-from-scratch",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 89773,
    "forks": 13713,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 519,
    "stars_30d_delta": 89773,
    "dl_30d_delta": 0,
    "commits_7d_delta": -7,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1528,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 20,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T00:10:16+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "ida-pro-mcp",
    "slug": "ida-pro-mcp",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 6963,
    "forks": 831,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 255,
    "stars_30d_delta": 6963,
    "dl_30d_delta": 0,
    "commits_7d_delta": -37,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1193,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 20,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T10:06:59+00:00",
    "last_release_at": "2025-10-06T13:28:26+00:00",
    "days_since_release": 178
  },
  {
    "name": "Chatbox",
    "slug": "chatbox",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 39221,
    "forks": 3996,
    "monthly_downloads": 0,
    "commits_30d": 49,
    "stars_7d_delta": 97,
    "stars_30d_delta": 39221,
    "dl_30d_delta": 0,
    "commits_7d_delta": 48,
    "commits_30d_delta": 49,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 49.0,
    "development_pace": "machine-assisted",
    "fork_star_ratio": 0.1019,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 20,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T01:57:49+00:00",
    "last_release_at": "2026-03-31T09:40:13+00:00",
    "days_since_release": 2
  },
  {
    "name": "Bolt",
    "slug": "bolt",
    "category": "agent",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 19215,
    "forks": 10377,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 9,
    "stars_30d_delta": 19215,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.54,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 20,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-07T14:36:22+00:00",
    "last_release_at": "2025-05-12T02:15:57+00:00",
    "days_since_release": 325
  },
  {
    "name": "Deep-Live-Cam",
    "slug": "deep-live-cam",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 87388,
    "forks": 12673,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 7053,
    "stars_30d_delta": 87388,
    "dl_30d_delta": 0,
    "commits_7d_delta": -7,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.145,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 20,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T21:54:09+00:00",
    "last_release_at": "2026-03-11T18:39:57+00:00",
    "days_since_release": 21
  },
  {
    "name": "OpenRouter",
    "slug": "openrouter",
    "category": "infra",
    "domain": null,
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 1219,
    "forks": 115,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 2,
    "stars_30d_delta": 1219,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 7,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0943,
    "lifecycle_stage": "dormant",
    "tier": 4,
    "traction_score": 19,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2025-09-06T13:41:32+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "coze-studio",
    "slug": "coze-studio",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 20381,
    "forks": 2935,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 59,
    "stars_30d_delta": 20381,
    "dl_30d_delta": 0,
    "commits_7d_delta": -2,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.144,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 19,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-25T07:59:21+00:00",
    "last_release_at": "2026-02-05T06:04:16+00:00",
    "days_since_release": 56
  },
  {
    "name": "cs-video-courses",
    "slug": "cs-video-courses",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 79071,
    "forks": 10833,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 1589,
    "stars_30d_delta": 79071,
    "dl_30d_delta": 0,
    "commits_7d_delta": -4,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.137,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 19,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-27T17:43:39+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "mcp-memory-service",
    "slug": "mcp-memory-service",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 1589,
    "forks": 227,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 38,
    "stars_30d_delta": 1589,
    "dl_30d_delta": 0,
    "commits_7d_delta": -114,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1429,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 19,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:37:40+00:00",
    "last_release_at": "2026-03-31T15:57:49+00:00",
    "days_since_release": 1
  },
  {
    "name": "tesseract",
    "slug": "tesseract",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 73271,
    "forks": 10572,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 150,
    "stars_30d_delta": 73271,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1443,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 19,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-29T17:08:42+00:00",
    "last_release_at": "2025-12-26T17:32:31+00:00",
    "days_since_release": 96
  },
  {
    "name": "stable-diffusion-webui",
    "slug": "stable-diffusion-webui",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 162070,
    "forks": 30202,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 64,
    "stars_30d_delta": 162070,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1864,
    "lifecycle_stage": "fading",
    "tier": 1,
    "traction_score": 19,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-02T07:00:53+00:00",
    "last_release_at": "2025-02-09T08:00:10+00:00",
    "days_since_release": 417
  },
  {
    "name": "gstack",
    "slug": "gstack",
    "category": "agent",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 61190,
    "forks": 8091,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 13121,
    "stars_30d_delta": 61190,
    "dl_30d_delta": 0,
    "commits_7d_delta": -132,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1322,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 18,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:56:53+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Pentagi",
    "slug": "pentagi",
    "category": "agent",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 14021,
    "forks": 1757,
    "monthly_downloads": 0,
    "commits_30d": 5,
    "stars_7d_delta": 395,
    "stars_30d_delta": 14021,
    "dl_30d_delta": 0,
    "commits_7d_delta": 4,
    "commits_30d_delta": 5,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 5.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1253,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 18,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T17:39:13+00:00",
    "last_release_at": "2026-02-25T16:26:25+00:00",
    "days_since_release": 35
  },
  {
    "name": "mcp-unity",
    "slug": "mcp-unity",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 1546,
    "forks": 195,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 35,
    "stars_30d_delta": 1546,
    "dl_30d_delta": 0,
    "commits_7d_delta": -2,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1261,
    "lifecycle_stage": "fading",
    "tier": 4,
    "traction_score": 18,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-30T22:25:25+00:00",
    "last_release_at": "2025-08-23T11:48:10+00:00",
    "days_since_release": 222
  },
  {
    "name": "MaxKB",
    "slug": "maxkb",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 20622,
    "forks": 2738,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 45,
    "stars_30d_delta": 20622,
    "dl_30d_delta": 0,
    "commits_7d_delta": -173,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1328,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 18,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:27:51+00:00",
    "last_release_at": "2026-03-23T07:13:25+00:00",
    "days_since_release": 10
  },
  {
    "name": "MouseControl",
    "slug": "mousecontrol",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 2759,
    "forks": 77,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 292,
    "stars_30d_delta": 2759,
    "dl_30d_delta": 0,
    "commits_7d_delta": -68,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 9,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.11,
    "development_pace": "human",
    "fork_star_ratio": 0.0279,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 18,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-28T22:19:37+00:00",
    "last_release_at": "2026-03-25T11:07:31+00:00",
    "days_since_release": 8
  },
  {
    "name": "sem",
    "slug": "sem",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 1034,
    "forks": 32,
    "monthly_downloads": 0,
    "commits_30d": 65,
    "stars_7d_delta": 87,
    "stars_30d_delta": 1034,
    "dl_30d_delta": 0,
    "commits_7d_delta": 64,
    "commits_30d_delta": 65,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "fast",
    "commits_per_contributor": 65.0,
    "development_pace": "machine-speed",
    "fork_star_ratio": 0.0309,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 18,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:00:59+00:00",
    "last_release_at": "2026-03-15T17:50:25+00:00",
    "days_since_release": 17
  },
  {
    "name": "tesseract.js",
    "slug": "tesseract-js",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 37978,
    "forks": 2364,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 23,
    "stars_30d_delta": 37978,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0622,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 18,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-28T02:55:17+00:00",
    "last_release_at": "2025-12-15T03:45:56+00:00",
    "days_since_release": 108
  },
  {
    "name": "Integuru",
    "slug": "integuru",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 4562,
    "forks": 361,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 2,
    "stars_30d_delta": 4562,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 7,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0791,
    "lifecycle_stage": "emerging",
    "tier": 4,
    "traction_score": 18,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-30T18:33:51+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "agents-towards-production",
    "slug": "agents-towards-production",
    "category": "library",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 18574,
    "forks": 2458,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 101,
    "stars_30d_delta": 18574,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1323,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 18,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-17T15:52:59+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Open Interpreter",
    "slug": "open-interpreter",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 62971,
    "forks": 5437,
    "monthly_downloads": 233677,
    "commits_30d": 0,
    "stars_7d_delta": 112,
    "stars_30d_delta": 62971,
    "dl_30d_delta": 233677,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": 0.2695,
    "hype_bucket": "balanced",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0863,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 18,
    "traction_bucket": "balanced",
    "dl_trend": "stable",
    "dl_weekly_velocity": 276,
    "last_commit_at": "2026-02-09T09:19:51+00:00",
    "last_release_at": "2024-10-24T21:22:03+00:00",
    "days_since_release": 524
  },
  {
    "name": "symphony",
    "slug": "symphony",
    "category": "tool",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 14420,
    "forks": 1191,
    "monthly_downloads": 0,
    "commits_30d": 8,
    "stars_7d_delta": 380,
    "stars_30d_delta": 14420,
    "dl_30d_delta": 0,
    "commits_7d_delta": -1,
    "commits_30d_delta": 8,
    "contributors_30d_delta": 5,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.6,
    "development_pace": "human",
    "fork_star_ratio": 0.0826,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 18,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-27T18:39:52+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "toolhive",
    "slug": "toolhive",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 1697,
    "forks": 198,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 23,
    "stars_30d_delta": 1697,
    "dl_30d_delta": 0,
    "commits_7d_delta": -243,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1167,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 17,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T23:38:57+00:00",
    "last_release_at": "2026-03-30T15:07:47+00:00",
    "days_since_release": 2
  },
  {
    "name": "minimind",
    "slug": "minimind",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 45337,
    "forks": 5501,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 1501,
    "stars_30d_delta": 45337,
    "dl_30d_delta": 0,
    "commits_7d_delta": -3,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1213,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 17,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T06:00:30+00:00",
    "last_release_at": "2025-10-21T14:37:05+00:00",
    "days_since_release": 162
  },
  {
    "name": "CLIP",
    "slug": "clip",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 33045,
    "forks": 3972,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 85,
    "stars_30d_delta": 33045,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1202,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 17,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-25T18:46:40+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "awesome-generative-ai",
    "slug": "awesome-generative-ai",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 11715,
    "forks": 1447,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 62,
    "stars_30d_delta": 11715,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1235,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 17,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-30T22:54:24+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "ralph-claude-code",
    "slug": "ralph-claude-code",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 8346,
    "forks": 610,
    "monthly_downloads": 0,
    "commits_30d": 11,
    "stars_7d_delta": 158,
    "stars_30d_delta": 8346,
    "dl_30d_delta": 0,
    "commits_7d_delta": 4,
    "commits_30d_delta": 11,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 11.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0731,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 17,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T02:43:40+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Perplexica",
    "slug": "perplexica",
    "category": "tool",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 33552,
    "forks": 3639,
    "monthly_downloads": 0,
    "commits_30d": 10,
    "stars_7d_delta": 135,
    "stars_30d_delta": 33552,
    "dl_30d_delta": 0,
    "commits_7d_delta": 5,
    "commits_30d_delta": 10,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 10.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1085,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 16,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-27T12:24:05+00:00",
    "last_release_at": "2025-12-31T07:36:13+00:00",
    "days_since_release": 92
  },
  {
    "name": "chardet",
    "slug": "chardet",
    "category": "library",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 2557,
    "forks": 291,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 55,
    "stars_30d_delta": 2557,
    "dl_30d_delta": 0,
    "commits_7d_delta": -263,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1138,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 16,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T03:20:11+00:00",
    "last_release_at": "2026-03-26T17:04:11+00:00",
    "days_since_release": 6
  },
  {
    "name": "hello-agents",
    "slug": "hello-agents",
    "category": "library",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 32984,
    "forks": 3762,
    "monthly_downloads": 0,
    "commits_30d": 10,
    "stars_7d_delta": 2081,
    "stars_30d_delta": 32984,
    "dl_30d_delta": 0,
    "commits_7d_delta": -5,
    "commits_30d_delta": 10,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 10.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1141,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 16,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-30T09:37:31+00:00",
    "last_release_at": "2026-02-10T08:51:26+00:00",
    "days_since_release": 51
  },
  {
    "name": "rig",
    "slug": "rig",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 6747,
    "forks": 751,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 83,
    "stars_30d_delta": 6747,
    "dl_30d_delta": 0,
    "commits_7d_delta": -50,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1113,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 16,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T04:58:37+00:00",
    "last_release_at": "2026-04-01T00:08:34+00:00",
    "days_since_release": 1
  },
  {
    "name": "OpenMemory",
    "slug": "openmemory",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 3834,
    "forks": 439,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 77,
    "stars_30d_delta": 3834,
    "dl_30d_delta": 0,
    "commits_7d_delta": -2,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1145,
    "lifecycle_stage": "stable",
    "tier": 4,
    "traction_score": 16,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T07:10:17+00:00",
    "last_release_at": "2025-12-20T16:45:32+00:00",
    "days_since_release": 102
  },
  {
    "name": "Vane",
    "slug": "vane",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 33552,
    "forks": 3639,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 135,
    "stars_30d_delta": 33552,
    "dl_30d_delta": 0,
    "commits_7d_delta": -4,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1085,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 16,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-27T12:24:05+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "CosyVoice",
    "slug": "cosyvoice",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 20351,
    "forks": 2317,
    "monthly_downloads": 0,
    "commits_30d": 5,
    "stars_7d_delta": 109,
    "stars_30d_delta": 20351,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 5,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 5.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1139,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 16,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-16T07:37:22+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Guardrails",
    "slug": "guardrails",
    "category": "library",
    "domain": "generative-ai",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 5908,
    "forks": 637,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 54,
    "stars_30d_delta": 5908,
    "dl_30d_delta": 0,
    "commits_7d_delta": -25,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1078,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 16,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:01:38+00:00",
    "last_release_at": "2026-03-12T13:22:49+00:00",
    "days_since_release": 21
  },
  {
    "name": "unity-mcp",
    "slug": "unity-mcp",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 7976,
    "forks": 905,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 403,
    "stars_30d_delta": 7976,
    "dl_30d_delta": 0,
    "commits_7d_delta": -159,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1135,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 16,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T19:41:55+00:00",
    "last_release_at": "2026-03-31T05:17:41+00:00",
    "days_since_release": 2
  },
  {
    "name": "PocketFlow",
    "slug": "pocketflow",
    "category": "library",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 10317,
    "forks": 1117,
    "monthly_downloads": 0,
    "commits_30d": 2,
    "stars_7d_delta": 40,
    "stars_30d_delta": 10317,
    "dl_30d_delta": 0,
    "commits_7d_delta": 1,
    "commits_30d_delta": 2,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 2.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1083,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 16,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-27T18:48:41+00:00",
    "last_release_at": "2025-03-25T14:01:44+00:00",
    "days_since_release": 372
  },
  {
    "name": "Prompt-Engineering-Guide",
    "slug": "prompt-engineering-guide",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 72625,
    "forks": 7782,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 360,
    "stars_30d_delta": 72625,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1072,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 16,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-11T20:09:13+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "SWE-agent",
    "slug": "swe-agent",
    "category": "agent",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 18904,
    "forks": 2046,
    "monthly_downloads": 274,
    "commits_30d": 6,
    "stars_7d_delta": 55,
    "stars_30d_delta": 18904,
    "dl_30d_delta": 274,
    "commits_7d_delta": 5,
    "commits_30d_delta": 6,
    "contributors_30d_delta": 1,
    "hype_ratio": 68.9927,
    "hype_bucket": "hype",
    "velocity_band": "slow",
    "commits_per_contributor": 6.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1082,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 16,
    "traction_bucket": "hype",
    "dl_trend": "stable",
    "dl_weekly_velocity": -2,
    "last_commit_at": "2026-03-30T21:33:06+00:00",
    "last_release_at": "2025-05-22T16:11:39+00:00",
    "days_since_release": 314
  },
  {
    "name": "ChuanhuChatGPT",
    "slug": "chuanhuchatgpt",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 15358,
    "forks": 2251,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": -8,
    "stars_30d_delta": 15358,
    "dl_30d_delta": 0,
    "commits_7d_delta": -1,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1466,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 15,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-28T13:47:36+00:00",
    "last_release_at": "2025-08-15T02:27:10+00:00",
    "days_since_release": 230
  },
  {
    "name": "UI-TARS-desktop",
    "slug": "ui-tars-desktop",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 29196,
    "forks": 2855,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 105,
    "stars_30d_delta": 29196,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0978,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 15,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-27T02:06:17+00:00",
    "last_release_at": "2025-11-04T16:10:39+00:00",
    "days_since_release": 148
  },
  {
    "name": "Attention-Residuals",
    "slug": "attention-residuals",
    "category": "library",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 2900,
    "forks": 140,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 171,
    "stars_30d_delta": 2900,
    "dl_30d_delta": 0,
    "commits_7d_delta": -3,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 3,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.33,
    "development_pace": "human",
    "fork_star_ratio": 0.0483,
    "lifecycle_stage": "emerging",
    "tier": 4,
    "traction_score": 15,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-17T06:23:11+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "awesome-mcp-servers",
    "slug": "awesome-mcp-servers",
    "category": "tool",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 84068,
    "forks": 8643,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 48,
    "stars_30d_delta": 84068,
    "dl_30d_delta": 0,
    "commits_7d_delta": -783,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1028,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 15,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:10:53+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "deeplake",
    "slug": "deeplake",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 9056,
    "forks": 707,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 6,
    "stars_30d_delta": 9056,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0781,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 15,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-16T00:37:11+00:00",
    "last_release_at": "2026-02-11T02:06:12+00:00",
    "days_since_release": 50
  },
  {
    "name": "RCLI",
    "slug": "rcli",
    "category": "library",
    "domain": "rag",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 1370,
    "forks": 69,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 70,
    "stars_30d_delta": 1370,
    "dl_30d_delta": 0,
    "commits_7d_delta": -126,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 5,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.2,
    "development_pace": "human",
    "fork_star_ratio": 0.0504,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 15,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-16T02:30:00+00:00",
    "last_release_at": "2026-03-15T05:41:59+00:00",
    "days_since_release": 18
  },
  {
    "name": "helix-db",
    "slug": "helix-db",
    "category": "infra",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 4036,
    "forks": 213,
    "monthly_downloads": 0,
    "commits_30d": 19,
    "stars_7d_delta": 25,
    "stars_30d_delta": 4036,
    "dl_30d_delta": 0,
    "commits_7d_delta": -1,
    "commits_30d_delta": 19,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "moderate",
    "commits_per_contributor": 19.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0528,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 15,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T17:13:36+00:00",
    "last_release_at": "2026-03-31T17:13:36+00:00",
    "days_since_release": 1
  },
  {
    "name": "ii-agent",
    "slug": "ii-agent",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 3192,
    "forks": 483,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 3192,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1513,
    "lifecycle_stage": "fading",
    "tier": 4,
    "traction_score": 15,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-04T14:05:23+00:00",
    "last_release_at": "2025-07-29T12:30:42+00:00",
    "days_since_release": 247
  },
  {
    "name": "metamcp",
    "slug": "metamcp",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 2177,
    "forks": 317,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 18,
    "stars_30d_delta": 2177,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1456,
    "lifecycle_stage": "fading",
    "tier": 4,
    "traction_score": 15,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-08T03:43:11+00:00",
    "last_release_at": "2025-12-19T07:27:06+00:00",
    "days_since_release": 104
  },
  {
    "name": "Transformerlab App",
    "slug": "transformerlab-app",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 4851,
    "forks": 507,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 19,
    "stars_30d_delta": 4851,
    "dl_30d_delta": 0,
    "commits_7d_delta": -718,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1045,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 15,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:07:46+00:00",
    "last_release_at": "2026-04-01T19:18:26+00:00",
    "days_since_release": 0
  },
  {
    "name": "Fabric",
    "slug": "fabric",
    "category": "tool",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 40333,
    "forks": 4018,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 152,
    "stars_30d_delta": 40333,
    "dl_30d_delta": 0,
    "commits_7d_delta": -56,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0996,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 15,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-30T17:16:34+00:00",
    "last_release_at": "2026-03-26T00:11:02+00:00",
    "days_since_release": 7
  },
  {
    "name": "AG-UI",
    "slug": "ag-ui",
    "category": "agent",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 12769,
    "forks": 1159,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 92,
    "stars_30d_delta": 12769,
    "dl_30d_delta": 0,
    "commits_7d_delta": -134,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0908,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 14,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:05:32+00:00",
    "last_release_at": "2026-03-28T05:46:12+00:00",
    "days_since_release": 5
  },
  {
    "name": "Skyvern",
    "slug": "skyvern",
    "category": "agent",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 21024,
    "forks": 1888,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 61,
    "stars_30d_delta": 21024,
    "dl_30d_delta": 0,
    "commits_7d_delta": -233,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0898,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 14,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:15:40+00:00",
    "last_release_at": "2026-03-25T23:15:28+00:00",
    "days_since_release": 7
  },
  {
    "name": "Acontext",
    "slug": "acontext",
    "category": "library",
    "domain": "agents",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 3260,
    "forks": 304,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 62,
    "stars_30d_delta": 3260,
    "dl_30d_delta": 0,
    "commits_7d_delta": -156,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0933,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 14,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T09:22:12+00:00",
    "last_release_at": "2026-04-01T09:25:32+00:00",
    "days_since_release": 1
  },
  {
    "name": "GLiNER2",
    "slug": "gliner2",
    "category": "library",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 1293,
    "forks": 118,
    "monthly_downloads": 0,
    "commits_30d": 10,
    "stars_7d_delta": 37,
    "stars_30d_delta": 1293,
    "dl_30d_delta": 0,
    "commits_7d_delta": 1,
    "commits_30d_delta": 10,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 10.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0913,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 14,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-27T11:02:26+00:00",
    "last_release_at": "2026-03-27T11:02:27+00:00",
    "days_since_release": 6
  },
  {
    "name": "RediSearch",
    "slug": "redisearch",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 6110,
    "forks": 577,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": -1,
    "stars_30d_delta": 6110,
    "dl_30d_delta": 0,
    "commits_7d_delta": -186,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0944,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 14,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:03:54+00:00",
    "last_release_at": "2025-12-08T15:45:36+00:00",
    "days_since_release": 114
  },
  {
    "name": "Scrapegraph-ai",
    "slug": "scrapegraph-ai",
    "category": "library",
    "domain": "rag",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 23196,
    "forks": 2024,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 62,
    "stars_30d_delta": 23196,
    "dl_30d_delta": 0,
    "commits_7d_delta": -7,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0873,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 14,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T16:41:41+00:00",
    "last_release_at": "2026-03-24T18:08:54+00:00",
    "days_since_release": 8
  },
  {
    "name": "infinity",
    "slug": "infinity",
    "category": "infra",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 4465,
    "forks": 415,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 15,
    "stars_30d_delta": 4465,
    "dl_30d_delta": 0,
    "commits_7d_delta": -38,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0929,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 14,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T13:48:35+00:00",
    "last_release_at": "2026-03-27T11:44:37+00:00",
    "days_since_release": 6
  },
  {
    "name": "MoneyPrinterTurbo",
    "slug": "moneyprinterturbo",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 54784,
    "forks": 7751,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 1564,
    "stars_30d_delta": 54784,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1415,
    "lifecycle_stage": "fading",
    "tier": 1,
    "traction_score": 14,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2025-12-14T04:02:56+00:00",
    "last_release_at": "2025-05-10T06:19:30+00:00",
    "days_since_release": 327
  },
  {
    "name": "RemoveWindowsAI",
    "slug": "removewindowsai",
    "category": "tool",
    "domain": "generative-ai",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 11146,
    "forks": 369,
    "monthly_downloads": 0,
    "commits_30d": 10,
    "stars_7d_delta": 72,
    "stars_30d_delta": 11146,
    "dl_30d_delta": 0,
    "commits_7d_delta": -3,
    "commits_30d_delta": 10,
    "contributors_30d_delta": 4,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 2.5,
    "development_pace": "human",
    "fork_star_ratio": 0.0331,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 13,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T00:33:10+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Auto-claude-code-research-in-sleep",
    "slug": "auto-claude-code-research-in-sleep",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 5195,
    "forks": 430,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 5195,
    "stars_30d_delta": 5195,
    "dl_30d_delta": 0,
    "commits_7d_delta": 1,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0828,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 13,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:40:55+00:00",
    "last_release_at": "2026-04-02T05:12:45+00:00",
    "days_since_release": 0
  },
  {
    "name": "5ire",
    "slug": "5ire",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 5135,
    "forks": 403,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 4,
    "stars_30d_delta": 5135,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0785,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 13,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-18T09:40:08+00:00",
    "last_release_at": "2026-03-18T10:31:18+00:00",
    "days_since_release": 15
  },
  {
    "name": "memvid",
    "slug": "memvid",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 13672,
    "forks": 1136,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 47,
    "stars_30d_delta": 13672,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0831,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 13,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-16T13:23:51+00:00",
    "last_release_at": "2026-03-13T22:35:27+00:00",
    "days_since_release": 19
  },
  {
    "name": "MetaGPT",
    "slug": "metagpt",
    "category": "library",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 66565,
    "forks": 8403,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 375,
    "stars_30d_delta": 66565,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1262,
    "lifecycle_stage": "fading",
    "tier": 1,
    "traction_score": 13,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-01-21T10:12:33+00:00",
    "last_release_at": "2025-03-09T15:59:39+00:00",
    "days_since_release": 388
  },
  {
    "name": "AionUi",
    "slug": "aionui",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 20769,
    "forks": 1671,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 638,
    "stars_30d_delta": 20769,
    "dl_30d_delta": 0,
    "commits_7d_delta": -570,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0805,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 13,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:28:47+00:00",
    "last_release_at": "2026-04-01T04:07:23+00:00",
    "days_since_release": 1
  },
  {
    "name": "leon",
    "slug": "leon",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 17120,
    "forks": 1431,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 33,
    "stars_30d_delta": 17120,
    "dl_30d_delta": 0,
    "commits_7d_delta": -130,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0836,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 13,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T19:56:49+00:00",
    "last_release_at": "2026-02-19T09:08:01+00:00",
    "days_since_release": 42
  },
  {
    "name": "mcp-language-server",
    "slug": "mcp-language-server",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 1503,
    "forks": 122,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 3,
    "stars_30d_delta": 1503,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 5,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0812,
    "lifecycle_stage": "fading",
    "tier": 4,
    "traction_score": 13,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-01T23:27:09+00:00",
    "last_release_at": "2025-05-16T17:41:09+00:00",
    "days_since_release": 320
  },
  {
    "name": "Devika",
    "slug": "devika",
    "category": "agent",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 19496,
    "forks": 2591,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": -1,
    "stars_30d_delta": 19496,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1329,
    "lifecycle_stage": "dormant",
    "tier": 3,
    "traction_score": 13,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2025-09-25T08:47:36+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "markdownify-mcp",
    "slug": "markdownify-mcp",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 2521,
    "forks": 209,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 27,
    "stars_30d_delta": 2521,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0829,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 13,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-27T17:36:02+00:00",
    "last_release_at": "2026-03-27T17:36:02+00:00",
    "days_since_release": 5
  },
  {
    "name": "kotaemon",
    "slug": "kotaemon",
    "category": "library",
    "domain": "rag",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 25243,
    "forks": 2110,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 0,
    "stars_30d_delta": 25243,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0836,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 13,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-28T16:30:05+00:00",
    "last_release_at": "2026-03-28T16:30:04+00:00",
    "days_since_release": 4
  },
  {
    "name": "PageIndex",
    "slug": "pageindex",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 23589,
    "forks": 1954,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 628,
    "stars_30d_delta": 23589,
    "dl_30d_delta": 0,
    "commits_7d_delta": -9,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0828,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 13,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-29T17:34:57+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "GPT Engineer",
    "slug": "gpt-engineer",
    "category": "agent",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 55228,
    "forks": 7313,
    "monthly_downloads": 545,
    "commits_30d": 0,
    "stars_7d_delta": -1,
    "stars_30d_delta": 55228,
    "dl_30d_delta": 545,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": 101.3358,
    "hype_bucket": "hype",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1324,
    "lifecycle_stage": "dormant",
    "tier": 2,
    "traction_score": 13,
    "traction_bucket": "hype",
    "dl_trend": "slowing",
    "dl_weekly_velocity": -71,
    "last_commit_at": "2025-05-14T10:15:10+00:00",
    "last_release_at": "2024-06-06T18:25:22+00:00",
    "days_since_release": 664
  },
  {
    "name": "pilot-shell",
    "slug": "pilot-shell",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 1605,
    "forks": 135,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 22,
    "stars_30d_delta": 1605,
    "dl_30d_delta": 0,
    "commits_7d_delta": -100,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0841,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 13,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T15:02:39+00:00",
    "last_release_at": "2026-04-02T09:21:19+00:00",
    "days_since_release": 0
  },
  {
    "name": "axe",
    "slug": "axe",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 746,
    "forks": 22,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 29,
    "stars_30d_delta": 746,
    "dl_30d_delta": 0,
    "commits_7d_delta": -76,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 4,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 0.25,
    "development_pace": "human",
    "fork_star_ratio": 0.0295,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 13,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T20:20:31+00:00",
    "last_release_at": "2026-04-01T19:10:40+00:00",
    "days_since_release": 0
  },
  {
    "name": "serena",
    "slug": "serena",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 22382,
    "forks": 1497,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 289,
    "stars_30d_delta": 22382,
    "dl_30d_delta": 0,
    "commits_7d_delta": -82,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0669,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 12,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T23:13:30+00:00",
    "last_release_at": "2025-08-15T12:01:05+00:00",
    "days_since_release": 230
  },
  {
    "name": "llm-course",
    "slug": "llm-course",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 77666,
    "forks": 8985,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 302,
    "stars_30d_delta": 77666,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1157,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 12,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-05T13:09:26+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Awesome-MCP-ZH",
    "slug": "awesome-mcp-zh",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 6756,
    "forks": 485,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 117,
    "stars_30d_delta": 6756,
    "dl_30d_delta": 0,
    "commits_7d_delta": -10,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0718,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 12,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T23:50:33+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "DenchClaw",
    "slug": "denchclaw",
    "category": "tool",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 1453,
    "forks": 95,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 158,
    "stars_30d_delta": 1453,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0654,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 12,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T22:23:11+00:00",
    "last_release_at": "2026-03-31T23:39:08+00:00",
    "days_since_release": 1
  },
  {
    "name": "RAG_Techniques",
    "slug": "rag-techniques",
    "category": "library",
    "domain": "rag",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 26409,
    "forks": 3152,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 139,
    "stars_30d_delta": 26409,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1194,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 12,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-17T20:32:17+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "nono",
    "slug": "nono",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 1468,
    "forks": 107,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 194,
    "stars_30d_delta": 1468,
    "dl_30d_delta": 0,
    "commits_7d_delta": -174,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0729,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 12,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:29:30+00:00",
    "last_release_at": "2026-03-31T11:41:18+00:00",
    "days_since_release": 2
  },
  {
    "name": "mcp2cli",
    "slug": "mcp2cli",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 1828,
    "forks": 126,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 144,
    "stars_30d_delta": 1828,
    "dl_30d_delta": 0,
    "commits_7d_delta": -62,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0689,
    "lifecycle_stage": "emerging",
    "tier": 4,
    "traction_score": 12,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T20:35:48+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "MineContext",
    "slug": "minecontext",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 5207,
    "forks": 385,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 54,
    "stars_30d_delta": 5207,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0739,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 12,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-12T03:49:07+00:00",
    "last_release_at": "2026-01-28T09:51:23+00:00",
    "days_since_release": 64
  },
  {
    "name": "AstrBot",
    "slug": "astrbot",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 28652,
    "forks": 1923,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 1170,
    "stars_30d_delta": 28652,
    "dl_30d_delta": 0,
    "commits_7d_delta": -239,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0671,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 12,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:40:22+00:00",
    "last_release_at": "2026-03-28T16:35:09+00:00",
    "days_since_release": 4
  },
  {
    "name": "docling",
    "slug": "docling",
    "category": "library",
    "domain": null,
    "stack_layer": "data",
    "lab_name": null,
    "stars": 56889,
    "forks": 3863,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 375,
    "stars_30d_delta": 56889,
    "dl_30d_delta": 0,
    "commits_7d_delta": -60,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0679,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 12,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T18:35:27+00:00",
    "last_release_at": "2026-04-01T18:35:27+00:00",
    "days_since_release": 0
  },
  {
    "name": "nginx-ui",
    "slug": "nginx-ui",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 10950,
    "forks": 792,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 29,
    "stars_30d_delta": 10950,
    "dl_30d_delta": 0,
    "commits_7d_delta": -35,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0723,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 12,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T03:05:43+00:00",
    "last_release_at": "2026-03-16T11:01:50+00:00",
    "days_since_release": 17
  },
  {
    "name": "wechaty",
    "slug": "wechaty",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 22655,
    "forks": 2792,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 18,
    "stars_30d_delta": 22655,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1232,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 12,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2025-12-21T19:49:52+00:00",
    "last_release_at": "2021-01-25T08:29:30+00:00",
    "days_since_release": 1893
  },
  {
    "name": "chrome-devtools-mcp",
    "slug": "chrome-devtools-mcp",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 32794,
    "forks": 1941,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 1222,
    "stars_30d_delta": 32794,
    "dl_30d_delta": 0,
    "commits_7d_delta": -89,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0592,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 11,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T06:28:15+00:00",
    "last_release_at": "2026-04-01T08:42:48+00:00",
    "days_since_release": 1
  },
  {
    "name": "code-on-incus",
    "slug": "code-on-incus",
    "category": "tool",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 363,
    "forks": 23,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 18,
    "stars_30d_delta": 363,
    "dl_30d_delta": 0,
    "commits_7d_delta": -105,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0634,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 11,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T17:07:08+00:00",
    "last_release_at": "2026-03-10T11:52:55+00:00",
    "days_since_release": 23
  },
  {
    "name": "ChatALL",
    "slug": "chatall",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 16343,
    "forks": 1724,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 7,
    "stars_30d_delta": 16343,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1055,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 11,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-11T18:21:27+00:00",
    "last_release_at": "2025-05-22T16:34:21+00:00",
    "days_since_release": 314
  },
  {
    "name": "ColossalAI",
    "slug": "colossalai",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 41372,
    "forks": 4523,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": -5,
    "stars_30d_delta": 41372,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1093,
    "lifecycle_stage": "fading",
    "tier": 2,
    "traction_score": 11,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-30T17:30:14+00:00",
    "last_release_at": "2025-06-04T06:00:47+00:00",
    "days_since_release": 302
  },
  {
    "name": "manifold",
    "slug": "manifold",
    "category": "tool",
    "domain": null,
    "stack_layer": "model",
    "lab_name": null,
    "stars": 2726,
    "forks": 134,
    "monthly_downloads": 0,
    "commits_30d": 2,
    "stars_7d_delta": -1,
    "stars_30d_delta": 2726,
    "dl_30d_delta": 0,
    "commits_7d_delta": 1,
    "commits_30d_delta": 2,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 2.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0492,
    "lifecycle_stage": "fading",
    "tier": 4,
    "traction_score": 10,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-08T13:16:15+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "onecli",
    "slug": "onecli",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 1608,
    "forks": 73,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 307,
    "stars_30d_delta": 1608,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0454,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 10,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-01T21:00:49+00:00",
    "last_release_at": "2026-03-31T16:01:32+00:00",
    "days_since_release": 1
  },
  {
    "name": "cli",
    "slug": "cli",
    "category": "library",
    "domain": "agents",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 23503,
    "forks": 1156,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 940,
    "stars_30d_delta": 23503,
    "dl_30d_delta": 0,
    "commits_7d_delta": -258,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0492,
    "lifecycle_stage": "growing",
    "tier": 2,
    "traction_score": 10,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-31T20:21:54+00:00",
    "last_release_at": "2026-03-31T18:53:24+00:00",
    "days_since_release": 1
  },
  {
    "name": "annotated_deep_learning_paper_implementations",
    "slug": "annotated-deep-learning-paper-implementations",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 66201,
    "forks": 6661,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 61,
    "stars_30d_delta": 66201,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1006,
    "lifecycle_stage": "fading",
    "tier": 1,
    "traction_score": 10,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-01-22T04:26:00+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "mcp-agent",
    "slug": "mcp-agent",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 8185,
    "forks": 815,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 61,
    "stars_30d_delta": 8185,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0996,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 10,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-01-25T16:35:16+00:00",
    "last_release_at": "2025-05-09T16:54:50+00:00",
    "days_since_release": 327
  },
  {
    "name": "awesome-scalability",
    "slug": "awesome-scalability",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 70089,
    "forks": 6923,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 285,
    "stars_30d_delta": 70089,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0988,
    "lifecycle_stage": "fading",
    "tier": 1,
    "traction_score": 10,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-01-04T03:51:47+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "awesome-claude-skills",
    "slug": "awesome-claude-skills",
    "category": "library",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 50352,
    "forks": 5244,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 2396,
    "stars_30d_delta": 50352,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.1041,
    "lifecycle_stage": "stable",
    "tier": 1,
    "traction_score": 10,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-19T06:22:06+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "docs",
    "slug": "docs",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 2146,
    "forks": 97,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 3,
    "stars_30d_delta": 2146,
    "dl_30d_delta": 0,
    "commits_7d_delta": -5,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0452,
    "lifecycle_stage": "emerging",
    "tier": 4,
    "traction_score": 10,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-18T15:22:11+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "openui",
    "slug": "openui",
    "category": "tool",
    "domain": "generative-ai",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 22226,
    "forks": 2056,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 10,
    "stars_30d_delta": 22226,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0925,
    "lifecycle_stage": "stable",
    "tier": 2,
    "traction_score": 9,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-11T13:38:56+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Marketing-for-Founders",
    "slug": "marketing-for-founders",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 5981,
    "forks": 560,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 64,
    "stars_30d_delta": 5981,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0936,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 9,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-01-24T09:18:08+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "uv",
    "slug": "uv",
    "category": "library",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 82485,
    "forks": 2893,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 428,
    "stars_30d_delta": 82485,
    "dl_30d_delta": 0,
    "commits_7d_delta": -254,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0351,
    "lifecycle_stage": "growing",
    "tier": 1,
    "traction_score": 9,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T01:20:00+00:00",
    "last_release_at": "2026-04-01T21:50:42+00:00",
    "days_since_release": 0
  },
  {
    "name": "zeroboot",
    "slug": "zeroboot",
    "category": "infra",
    "domain": "agents",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 2051,
    "forks": 92,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 2051,
    "stars_30d_delta": 2051,
    "dl_30d_delta": 0,
    "commits_7d_delta": 1,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0449,
    "lifecycle_stage": "emerging",
    "tier": 4,
    "traction_score": 9,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-21T22:53:51+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "rivet",
    "slug": "rivet",
    "category": "library",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 5358,
    "forks": 169,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 48,
    "stars_30d_delta": 5358,
    "dl_30d_delta": 0,
    "commits_7d_delta": -136,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0315,
    "lifecycle_stage": "growing",
    "tier": 3,
    "traction_score": 8,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-04-02T05:48:57+00:00",
    "last_release_at": "2026-04-02T08:41:56+00:00",
    "days_since_release": 0
  },
  {
    "name": "KAG",
    "slug": "kag",
    "category": "library",
    "domain": null,
    "stack_layer": "data",
    "lab_name": null,
    "stars": 8649,
    "forks": 666,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 12,
    "stars_30d_delta": 8649,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.077,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 8,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-01-28T13:30:54+00:00",
    "last_release_at": "2025-06-28T04:45:59+00:00",
    "days_since_release": 278
  },
  {
    "name": "agent-browser-protocol",
    "slug": "agent-browser-protocol",
    "category": "library",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 428,
    "forks": 13,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 8,
    "stars_30d_delta": 428,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": 0.0304,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 8,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-29T00:15:36+00:00",
    "last_release_at": "2026-03-28T23:36:50+00:00",
    "days_since_release": 4
  },
  {
    "name": "ffmpeg-over-ip",
    "slug": "ffmpeg-over-ip",
    "category": "tool",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 1003,
    "forks": 27,
    "monthly_downloads": 0,
    "commits_30d": 1,
    "stars_7d_delta": 1003,
    "stars_30d_delta": 1003,
    "dl_30d_delta": 0,
    "commits_7d_delta": 1,
    "commits_30d_delta": 1,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "slow",
    "commits_per_contributor": 1.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0269,
    "lifecycle_stage": "growing",
    "tier": 4,
    "traction_score": 8,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-03-10T14:09:33+00:00",
    "last_release_at": "2026-03-10T10:25:15+00:00",
    "days_since_release": 23
  },
  {
    "name": "autoflow",
    "slug": "autoflow",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 2757,
    "forks": 180,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 2,
    "stars_30d_delta": 2757,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0653,
    "lifecycle_stage": "fading",
    "tier": 4,
    "traction_score": 7,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-01-09T14:54:24+00:00",
    "last_release_at": "2025-01-03T09:33:24+00:00",
    "days_since_release": 454
  },
  {
    "name": "code-mode",
    "slug": "code-mode",
    "category": "library",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 1415,
    "forks": 96,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 13,
    "stars_30d_delta": 1415,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0678,
    "lifecycle_stage": "fading",
    "tier": 4,
    "traction_score": 7,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-08T16:48:23+00:00",
    "last_release_at": "2025-11-23T12:50:02+00:00",
    "days_since_release": 130
  },
  {
    "name": "ChatRWKV",
    "slug": "chatrwkv",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 9511,
    "forks": 698,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": -2,
    "stars_30d_delta": 9511,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0734,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 7,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-11T01:35:42+00:00",
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "aichat",
    "slug": "aichat",
    "category": "library",
    "domain": "rag",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 9733,
    "forks": 676,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 113,
    "stars_30d_delta": 9733,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0695,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 7,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-23T11:16:42+00:00",
    "last_release_at": "2025-07-06T23:48:31+00:00",
    "days_since_release": 269
  },
  {
    "name": "mcphub.nvim",
    "slug": "mcphub-nvim",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 1755,
    "forks": 81,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 6,
    "stars_30d_delta": 1755,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0462,
    "lifecycle_stage": "fading",
    "tier": 4,
    "traction_score": 5,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-01-18T10:00:29+00:00",
    "last_release_at": "2025-07-31T07:53:33+00:00",
    "days_since_release": 245
  },
  {
    "name": "hammerspoon",
    "slug": "hammerspoon",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 15160,
    "forks": 683,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 71,
    "stars_30d_delta": 15160,
    "dl_30d_delta": 0,
    "commits_7d_delta": -1,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0451,
    "lifecycle_stage": "stable",
    "tier": 3,
    "traction_score": 5,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-26T10:52:39+00:00",
    "last_release_at": "2026-02-26T10:52:34+00:00",
    "days_since_release": 35
  },
  {
    "name": "orama",
    "slug": "orama",
    "category": "tool",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 10274,
    "forks": 381,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 13,
    "stars_30d_delta": 10274,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 1,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": 0.0,
    "development_pace": "human",
    "fork_star_ratio": 0.0371,
    "lifecycle_stage": "fading",
    "tier": 3,
    "traction_score": 4,
    "traction_bucket": "hype",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": "2026-02-13T20:10:48+00:00",
    "last_release_at": "2025-12-19T22:13:02+00:00",
    "days_since_release": 103
  },
  {
    "name": "browser-tools-mcp",
    "slug": "browser-tools-mcp",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-03-10T18:34:19+00:00",
    "days_since_release": 387
  },
  {
    "name": "voltagent",
    "slug": "voltagent",
    "category": "framework",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T17:46:48+00:00",
    "days_since_release": 0
  },
  {
    "name": "opencommit",
    "slug": "opencommit",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2023-05-21T09:13:16+00:00",
    "days_since_release": 1047
  },
  {
    "name": "code2prompt",
    "slug": "code2prompt",
    "category": "tool",
    "domain": "prompt-engineering",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-12-11T21:02:21+00:00",
    "days_since_release": 111
  },
  {
    "name": "astron-rpa",
    "slug": "astron-rpa",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-25T09:23:41+00:00",
    "days_since_release": 36
  },
  {
    "name": "adk-go",
    "slug": "adk-go",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-23T09:38:41+00:00",
    "days_since_release": 10
  },
  {
    "name": "evidently",
    "slug": "evidently",
    "category": "framework",
    "domain": "mlops",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-10T14:15:55+00:00",
    "days_since_release": 22
  },
  {
    "name": "next-enterprise",
    "slug": "next-enterprise",
    "category": "tool",
    "domain": "ai-coding",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "presidio",
    "slug": "presidio",
    "category": "framework",
    "domain": "transformers",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-18T05:32:57+00:00",
    "days_since_release": 15
  },
  {
    "name": "h2o-3",
    "slug": "h2o-3",
    "category": "framework",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "azure-search-openai-demo",
    "slug": "azure-search-openai-demo",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-06T17:01:08+00:00",
    "days_since_release": 54
  },
  {
    "name": "k8sgpt",
    "slug": "k8sgpt",
    "category": "tool",
    "domain": "mlops",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-24T14:02:49+00:00",
    "days_since_release": 8
  },
  {
    "name": "Vision-Agents",
    "slug": "vision-agents",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T17:38:54+00:00",
    "days_since_release": 0
  },
  {
    "name": "lmdeploy",
    "slug": "lmdeploy",
    "category": "tool",
    "domain": "transformers",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-18T03:13:55+00:00",
    "days_since_release": 15
  },
  {
    "name": "Mastering-GitHub-Copilot-for-Paired-Programming",
    "slug": "mastering-github-copilot-for-paired-programming",
    "category": "tool",
    "domain": "ai-coding",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "stanza",
    "slug": "stanza",
    "category": "library",
    "domain": "nlp",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-26T06:57:11+00:00",
    "days_since_release": 35
  },
  {
    "name": "LMCache",
    "slug": "lmcache",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-17T22:59:09+00:00",
    "days_since_release": 15
  },
  {
    "name": "git-mcp",
    "slug": "git-mcp",
    "category": "agent",
    "domain": "mcp",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "baml",
    "slug": "baml",
    "category": "framework",
    "domain": "prompt-engineering",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-11T05:11:22+00:00",
    "days_since_release": 22
  },
  {
    "name": "nexa-sdk",
    "slug": "nexa-sdk",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-20T06:49:07+00:00",
    "days_since_release": 41
  },
  {
    "name": "librephotos",
    "slug": "librephotos",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "awesome-LLM-resources",
    "slug": "awesome-llm-resources",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "datahaven",
    "slug": "datahaven",
    "category": "infra",
    "domain": "agents",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-12T10:36:10+00:00",
    "days_since_release": 21
  },
  {
    "name": "dowhy",
    "slug": "dowhy",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-11-08T05:02:40+00:00",
    "days_since_release": 145
  },
  {
    "name": "GPT-4",
    "slug": "gpt-4",
    "category": "model",
    "domain": null,
    "stack_layer": "model",
    "lab_name": "OpenAI",
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "MONAI",
    "slug": "monai",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-01-29T02:55:39+00:00",
    "days_since_release": 63
  },
  {
    "name": "omlx",
    "slug": "omlx",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-30T19:20:56+00:00",
    "days_since_release": 2
  },
  {
    "name": "MemOS",
    "slug": "memos",
    "category": "agent",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-27T09:31:57+00:00",
    "days_since_release": 6
  },
  {
    "name": "droidrun",
    "slug": "droidrun",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T06:09:59+00:00",
    "days_since_release": 0
  },
  {
    "name": "boxmot",
    "slug": "boxmot",
    "category": "library",
    "domain": "computer-vision",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-30T19:27:53+00:00",
    "days_since_release": 2
  },
  {
    "name": "bitsandbytes",
    "slug": "bitsandbytes",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-31T00:28:57+00:00",
    "days_since_release": 2
  },
  {
    "name": "umap",
    "slug": "umap",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-01-12T19:50:33+00:00",
    "days_since_release": 79
  },
  {
    "name": "wiseflow",
    "slug": "wiseflow",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-29T14:29:29+00:00",
    "days_since_release": 3
  },
  {
    "name": "ChatGPT-Shortcut",
    "slug": "chatgpt-shortcut",
    "category": "tool",
    "domain": "prompt-engineering",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-23T22:18:55+00:00",
    "days_since_release": 9
  },
  {
    "name": "UFO",
    "slug": "ufo",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-11-09T10:58:53+00:00",
    "days_since_release": 144
  },
  {
    "name": "paper-qa",
    "slug": "paper-qa",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-18T18:49:57+00:00",
    "days_since_release": 14
  },
  {
    "name": "agent-framework",
    "slug": "agent-framework",
    "category": "framework",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T19:13:13+00:00",
    "days_since_release": 0
  },
  {
    "name": "MobileAgent",
    "slug": "mobileagent",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "superset",
    "slug": "superset",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T02:12:51+00:00",
    "days_since_release": 0
  },
  {
    "name": "BentoML",
    "slug": "bentoml",
    "category": "tool",
    "domain": "mlops",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T06:12:17+00:00",
    "days_since_release": 0
  },
  {
    "name": "X-AnyLabeling",
    "slug": "x-anylabeling",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-26T17:13:53+00:00",
    "days_since_release": 6
  },
  {
    "name": "TypeChat",
    "slug": "typechat",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "vowpal_wabbit",
    "slug": "vowpal-wabbit",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-04T14:41:39+00:00",
    "days_since_release": 28
  },
  {
    "name": "mage-ai",
    "slug": "mage-ai",
    "category": "tool",
    "domain": "data-engineering",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-01-21T17:32:41+00:00",
    "days_since_release": 70
  },
  {
    "name": "morphic",
    "slug": "morphic",
    "category": "tool",
    "domain": "generative-ai",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-30T09:02:02+00:00",
    "days_since_release": 3
  },
  {
    "name": "modelscope",
    "slug": "modelscope",
    "category": "framework",
    "domain": "ml-frameworks",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-27T07:37:32+00:00",
    "days_since_release": 6
  },
  {
    "name": "ccf-deadlines",
    "slug": "ccf-deadlines",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "ai-collection",
    "slug": "ai-collection",
    "category": "tool",
    "domain": "generative-ai",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "open-swe",
    "slug": "open-swe",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "spring-ai-alibaba",
    "slug": "spring-ai-alibaba",
    "category": "framework",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-10T09:32:13+00:00",
    "days_since_release": 23
  },
  {
    "name": "oumi",
    "slug": "oumi",
    "category": "tool",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-01-29T19:59:20+00:00",
    "days_since_release": 62
  },
  {
    "name": "assistant-ui",
    "slug": "assistant-ui",
    "category": "library",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-26T22:38:11+00:00",
    "days_since_release": 6
  },
  {
    "name": "inference",
    "slug": "inference",
    "category": "tool",
    "domain": "transformers",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-29T03:21:43+00:00",
    "days_since_release": 4
  },
  {
    "name": "zvec",
    "slug": "zvec",
    "category": "library",
    "domain": "vector-db",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-18T05:53:09+00:00",
    "days_since_release": 15
  },
  {
    "name": "seatunnel",
    "slug": "seatunnel",
    "category": "tool",
    "domain": "data-engineering",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-14T02:52:02+00:00",
    "days_since_release": 19
  },
  {
    "name": "anomaly-detection-resources",
    "slug": "anomaly-detection-resources",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "awesome-langchain",
    "slug": "awesome-langchain",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "xonsh",
    "slug": "xonsh",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-17T11:57:57+00:00",
    "days_since_release": 16
  },
  {
    "name": "BlackFriday-GPTs-Prompts",
    "slug": "blackfriday-gpts-prompts",
    "category": "agent",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "notebooks",
    "slug": "notebooks",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2022-12-01T22:43:27+00:00",
    "days_since_release": 1217
  },
  {
    "name": "so-vits-svc-fork",
    "slug": "so-vits-svc-fork",
    "category": "model",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-02T11:46:50+00:00",
    "days_since_release": 59
  },
  {
    "name": "OpenRLHF",
    "slug": "openrlhf",
    "category": "framework",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-30T02:36:13+00:00",
    "days_since_release": 3
  },
  {
    "name": "darts",
    "slug": "darts",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-23T09:20:09+00:00",
    "days_since_release": 10
  },
  {
    "name": "cog",
    "slug": "cog",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T01:19:45+00:00",
    "days_since_release": 0
  },
  {
    "name": "machinelearning",
    "slug": "machinelearning",
    "category": "framework",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-12T16:18:00+00:00",
    "days_since_release": 20
  },
  {
    "name": "rowboat",
    "slug": "rowboat",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T04:32:45+00:00",
    "days_since_release": 0
  },
  {
    "name": "openbrowser",
    "slug": "openbrowser",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "hamuleite",
    "slug": "hamuleite",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "PandaWiki",
    "slug": "pandawiki",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T08:37:08+00:00",
    "days_since_release": 0
  },
  {
    "name": "awesome-ai-apps",
    "slug": "awesome-ai-apps",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "warriorjs",
    "slug": "warriorjs",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "cutlass",
    "slug": "cutlass",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-17T14:55:49+00:00",
    "days_since_release": 15
  },
  {
    "name": "gorse",
    "slug": "gorse",
    "category": "infra",
    "domain": "embeddings",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-20T14:48:10+00:00",
    "days_since_release": 12
  },
  {
    "name": "manga-image-translator",
    "slug": "manga-image-translator",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2022-04-23T17:55:18+00:00",
    "days_since_release": 1439
  },
  {
    "name": "sktime",
    "slug": "sktime",
    "category": "framework",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-11-25T00:02:03+00:00",
    "days_since_release": 128
  },
  {
    "name": "RTranslator",
    "slug": "rtranslator",
    "category": "tool",
    "domain": "transformers",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-22T11:37:26+00:00",
    "days_since_release": 39
  },
  {
    "name": "pyod",
    "slug": "pyod",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-27T09:21:37+00:00",
    "days_since_release": 34
  },
  {
    "name": "moltworker",
    "slug": "moltworker",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "krita-ai-diffusion",
    "slug": "krita-ai-diffusion",
    "category": "tool",
    "domain": "generative-ai",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-22T11:39:12+00:00",
    "days_since_release": 11
  },
  {
    "name": "techniques",
    "slug": "techniques",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-07-05T09:43:51+00:00",
    "days_since_release": 271
  },
  {
    "name": "autogluon",
    "slug": "autogluon",
    "category": "framework",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-12-19T19:55:33+00:00",
    "days_since_release": 103
  },
  {
    "name": "magika",
    "slug": "magika",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-27T09:30:27+00:00",
    "days_since_release": 34
  },
  {
    "name": "BrowserOS",
    "slug": "browseros",
    "category": "agent",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-31T23:23:02+00:00",
    "days_since_release": 1
  },
  {
    "name": "runanywhere-sdks",
    "slug": "runanywhere-sdks",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-20T02:37:24+00:00",
    "days_since_release": 13
  },
  {
    "name": "eino",
    "slug": "eino",
    "category": "framework",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T03:46:31+00:00",
    "days_since_release": 1
  },
  {
    "name": "awesome-nano-banana-pro-prompts",
    "slug": "awesome-nano-banana-pro-prompts",
    "category": "library",
    "domain": "prompt-engineering",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "chatgpt_system_prompt",
    "slug": "chatgpt-system-prompt",
    "category": "tool",
    "domain": "prompt-engineering",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "WasmEdge",
    "slug": "wasmedge",
    "category": "infra",
    "domain": "ai-coding",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T10:56:26+00:00",
    "days_since_release": 1
  },
  {
    "name": "yolov3",
    "slug": "yolov3",
    "category": "model",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2021-11-14T21:26:56+00:00",
    "days_since_release": 1599
  },
  {
    "name": "chat-ui",
    "slug": "chat-ui",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-01-21T11:15:17+00:00",
    "days_since_release": 71
  },
  {
    "name": "chatGPTBox",
    "slug": "chatgptbox",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-07-26T10:16:41+00:00",
    "days_since_release": 250
  },
  {
    "name": "Agent-S",
    "slug": "agent-s",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-12-16T17:38:14+00:00",
    "days_since_release": 106
  },
  {
    "name": "astron-agent",
    "slug": "astron-agent",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T08:19:03+00:00",
    "days_since_release": 0
  },
  {
    "name": "kedro",
    "slug": "kedro",
    "category": "tool",
    "domain": "mlops",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-31T14:27:37+00:00",
    "days_since_release": 1
  },
  {
    "name": "meetily",
    "slug": "meetily",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-11T15:11:23+00:00",
    "days_since_release": 49
  },
  {
    "name": "opencli",
    "slug": "opencli",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T05:50:41+00:00",
    "days_since_release": 0
  },
  {
    "name": "opendataloader-pdf",
    "slug": "opendataloader-pdf",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-27T07:28:21+00:00",
    "days_since_release": 6
  },
  {
    "name": "DeepTutor",
    "slug": "deeptutor",
    "category": "agent",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-01-22T17:48:45+00:00",
    "days_since_release": 69
  },
  {
    "name": "ai-guide",
    "slug": "ai-guide",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "promptflow",
    "slug": "promptflow",
    "category": "tool",
    "domain": "prompt-engineering",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-01-09T21:00:17+00:00",
    "days_since_release": 447
  },
  {
    "name": "kornia",
    "slug": "kornia",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-11-08T12:07:43+00:00",
    "days_since_release": 145
  },
  {
    "name": "segmentation_models.pytorch",
    "slug": "segmentation-models-pytorch",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-04-17T10:13:29+00:00",
    "days_since_release": 350
  },
  {
    "name": "FlagEmbedding",
    "slug": "flagembedding",
    "category": "library",
    "domain": "embeddings",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-05-28T07:14:20+00:00",
    "days_since_release": 309
  },
  {
    "name": "Transformers-Tutorials",
    "slug": "transformers-tutorials",
    "category": "tool",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "axolotl",
    "slug": "axolotl",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-06T17:55:44+00:00",
    "days_since_release": 26
  },
  {
    "name": "ludwig",
    "slug": "ludwig",
    "category": "framework",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T03:18:58+00:00",
    "days_since_release": 0
  },
  {
    "name": "chainlit",
    "slug": "chainlit",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-27T07:07:40+00:00",
    "days_since_release": 6
  },
  {
    "name": "Time-Series-Library",
    "slug": "time-series-library",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "md",
    "slug": "md",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-10-17T14:08:04+00:00",
    "days_since_release": 166
  },
  {
    "name": "RD-Agent",
    "slug": "rd-agent",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-11-03T14:01:36+00:00",
    "days_since_release": 149
  },
  {
    "name": "llm-universe",
    "slug": "llm-universe",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2024-04-14T14:37:32+00:00",
    "days_since_release": 717
  },
  {
    "name": "nmap",
    "slug": "nmap",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "TensorRT",
    "slug": "tensorrt",
    "category": "infra",
    "domain": "ml-frameworks",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-25T23:22:51+00:00",
    "days_since_release": 7
  },
  {
    "name": "Memori",
    "slug": "memori",
    "category": "library",
    "domain": "rag",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-25T15:58:06+00:00",
    "days_since_release": 7
  },
  {
    "name": "stable-baselines3",
    "slug": "stable-baselines3",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T11:32:45+00:00",
    "days_since_release": 1
  },
  {
    "name": "MoneyPrinter",
    "slug": "moneyprinter",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Windsurf",
    "slug": "windsurf",
    "category": "agent",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "litgpt",
    "slug": "litgpt",
    "category": "framework",
    "domain": "llm-tools",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-12-18T15:51:48+00:00",
    "days_since_release": 104
  },
  {
    "name": "Open3D",
    "slug": "open3d",
    "category": "library",
    "domain": "computer-vision",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-01-08T07:31:27+00:00",
    "days_since_release": 449
  },
  {
    "name": "banana-slides",
    "slug": "banana-slides",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-09T11:28:10+00:00",
    "days_since_release": 52
  },
  {
    "name": "open_clip",
    "slug": "open-clip",
    "category": "model",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-27T00:32:41+00:00",
    "days_since_release": 34
  },
  {
    "name": "awesome-agent-skills",
    "slug": "awesome-agent-skills",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "open-saas",
    "slug": "open-saas",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T13:13:21+00:00",
    "days_since_release": 1
  },
  {
    "name": "carla",
    "slug": "carla",
    "category": "infra",
    "domain": "ml-frameworks",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-09-16T09:32:23+00:00",
    "days_since_release": 198
  },
  {
    "name": "easy-dataset",
    "slug": "easy-dataset",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-25T06:56:03+00:00",
    "days_since_release": 36
  },
  {
    "name": "deeplearning4j",
    "slug": "deeplearning4j",
    "category": "framework",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Devin",
    "slug": "cognition-devin",
    "category": "agent",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "dlib",
    "slug": "dlib",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-29T17:07:49+00:00",
    "days_since_release": 3
  },
  {
    "name": "unstructured",
    "slug": "unstructured",
    "category": "tool",
    "domain": "data-engineering",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-31T15:50:46+00:00",
    "days_since_release": 1
  },
  {
    "name": "RWKV-LM",
    "slug": "rwkv-lm",
    "category": "model",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2023-12-16T10:44:17+00:00",
    "days_since_release": 838
  },
  {
    "name": "nltk",
    "slug": "nltk",
    "category": "library",
    "domain": "nlp",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "MNN",
    "slug": "mnn",
    "category": "infra",
    "domain": "transformers",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-05T14:33:44+00:00",
    "days_since_release": 27
  },
  {
    "name": "burn",
    "slug": "burn",
    "category": "framework",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-02T18:44:13+00:00",
    "days_since_release": 30
  },
  {
    "name": "RAG-Anything",
    "slug": "rag-anything",
    "category": "framework",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-24T07:49:23+00:00",
    "days_since_release": 9
  },
  {
    "name": "WrenAI",
    "slug": "wrenai",
    "category": "agent",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-11-28T11:00:35+00:00",
    "days_since_release": 125
  },
  {
    "name": "llmware",
    "slug": "llmware",
    "category": "framework",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-21T21:21:03+00:00",
    "days_since_release": 39
  },
  {
    "name": "page-agent",
    "slug": "page-agent",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-31T14:00:45+00:00",
    "days_since_release": 1
  },
  {
    "name": "iii",
    "slug": "iii",
    "category": "framework",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-25T16:16:17+00:00",
    "days_since_release": 7
  },
  {
    "name": "cvat",
    "slug": "cvat",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-20T14:23:30+00:00",
    "days_since_release": 12
  },
  {
    "name": "transformers.js",
    "slug": "transformers-js",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-30T12:55:30+00:00",
    "days_since_release": 3
  },
  {
    "name": "awesome-kubernetes",
    "slug": "awesome-kubernetes",
    "category": "tool",
    "domain": "mlops",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2020-01-02T16:55:08+00:00",
    "days_since_release": 2281
  },
  {
    "name": "awesome-claude-code-subagents",
    "slug": "awesome-claude-code-subagents",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "openfang",
    "slug": "openfang",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-31T00:09:23+00:00",
    "days_since_release": 2
  },
  {
    "name": "claude-hud",
    "slug": "claude-hud",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-23T02:38:12+00:00",
    "days_since_release": 10
  },
  {
    "name": "rtk",
    "slug": "rtk",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T09:12:46+00:00",
    "days_since_release": 0
  },
  {
    "name": "camel",
    "slug": "camel",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-22T08:37:36+00:00",
    "days_since_release": 11
  },
  {
    "name": "Qbot",
    "slug": "qbot",
    "category": "agent",
    "domain": "ml-frameworks",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2024-06-16T08:20:47+00:00",
    "days_since_release": 655
  },
  {
    "name": "Awesome-Multimodal-Large-Language-Models",
    "slug": "awesome-multimodal-large-language-models",
    "category": "tool",
    "domain": "transformers",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Claude",
    "slug": "claude",
    "category": "model",
    "domain": null,
    "stack_layer": "model",
    "lab_name": "Anthropic",
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "ml-engineering",
    "slug": "ml-engineering",
    "category": "tool",
    "domain": "transformers",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "vision",
    "slug": "vision",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-23T18:40:59+00:00",
    "days_since_release": 9
  },
  {
    "name": "web-llm",
    "slug": "web-llm",
    "category": "framework",
    "domain": "llm-tools",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-13T04:06:40+00:00",
    "days_since_release": 20
  },
  {
    "name": "free-llm-api-resources",
    "slug": "free-llm-api-resources",
    "category": "tool",
    "domain": "transformers",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "DocsGPT",
    "slug": "docsgpt",
    "category": "agent",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-12-05T11:14:23+00:00",
    "days_since_release": 118
  },
  {
    "name": "heretic",
    "slug": "heretic",
    "category": "tool",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-14T13:45:15+00:00",
    "days_since_release": 46
  },
  {
    "name": "NemoClaw",
    "slug": "nemoclaw",
    "category": "tool",
    "domain": null,
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "LightGBM",
    "slug": "lightgbm",
    "category": "framework",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-02-15T03:46:41+00:00",
    "days_since_release": 411
  },
  {
    "name": "DB-GPT",
    "slug": "db-gpt",
    "category": "framework",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-27T05:42:12+00:00",
    "days_since_release": 6
  },
  {
    "name": "DeepResearch",
    "slug": "deepresearch",
    "category": "agent",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "FinGPT",
    "slug": "fingpt",
    "category": "model",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "gun",
    "slug": "gun",
    "category": "infra",
    "domain": "vector-db",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2019-04-15T19:50:41+00:00",
    "days_since_release": 2543
  },
  {
    "name": "CV",
    "slug": "cv",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "ml-agents",
    "slug": "ml-agents",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-09-02T16:19:50+00:00",
    "days_since_release": 211
  },
  {
    "name": "video2x",
    "slug": "video2x",
    "category": "framework",
    "domain": "computer-vision",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-01-24T23:33:33+00:00",
    "days_since_release": 432
  },
  {
    "name": "owl",
    "slug": "owl",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "suna",
    "slug": "suna",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T08:35:59+00:00",
    "days_since_release": 0
  },
  {
    "name": "chatbot",
    "slug": "chatbot",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "awesome-production-machine-learning",
    "slug": "awesome-production-machine-learning",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-01T02:46:18+00:00",
    "days_since_release": 32
  },
  {
    "name": "OpenViking",
    "slug": "openviking",
    "category": "infra",
    "domain": "rag",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T02:50:00+00:00",
    "days_since_release": 1
  },
  {
    "name": "LM Studio",
    "slug": "lmstudio",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "onnx",
    "slug": "onnx",
    "category": "framework",
    "domain": "ml-frameworks",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-27T20:35:27+00:00",
    "days_since_release": 5
  },
  {
    "name": "awesome-n8n-templates",
    "slug": "awesome-n8n-templates",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "oh-my-claudecode",
    "slug": "oh-my-claudecode",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-28T22:49:31+00:00",
    "days_since_release": 4
  },
  {
    "name": "datasets",
    "slug": "datasets",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-23T14:21:52+00:00",
    "days_since_release": 9
  },
  {
    "name": "CVPR2026-Papers-with-Code",
    "slug": "cvpr2026-papers-with-code",
    "category": "tool",
    "domain": "computer-vision",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Claude Code",
    "slug": "claude-code",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": "Anthropic",
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Cursor",
    "slug": "cursor",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "mlc-llm",
    "slug": "mlc-llm",
    "category": "framework",
    "domain": "transformers",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2023-04-29T03:31:41+00:00",
    "days_since_release": 1069
  },
  {
    "name": "learnopencv",
    "slug": "learnopencv",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-18T07:19:42+00:00",
    "days_since_release": 15
  },
  {
    "name": "ncnn",
    "slug": "ncnn",
    "category": "framework",
    "domain": "ml-frameworks",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-01-13T03:28:01+00:00",
    "days_since_release": 79
  },
  {
    "name": "vanna",
    "slug": "vanna",
    "category": "agent",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-02T14:14:20+00:00",
    "days_since_release": 58
  },
  {
    "name": "cs249r_book",
    "slug": "cs249r-book",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-18T00:19:13+00:00",
    "days_since_release": 43
  },
  {
    "name": "toon",
    "slug": "toon",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-12-04T21:34:31+00:00",
    "days_since_release": 118
  },
  {
    "name": "pytorch_geometric",
    "slug": "pytorch-geometric",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-10-14T22:05:53+00:00",
    "days_since_release": 169
  },
  {
    "name": "llm-action",
    "slug": "llm-action",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "vibe-kanban",
    "slug": "vibe-kanban",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T15:59:48+00:00",
    "days_since_release": 0
  },
  {
    "name": "graphiti",
    "slug": "graphiti",
    "category": "agent",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-11T19:23:05+00:00",
    "days_since_release": 21
  },
  {
    "name": "nextai-translator",
    "slug": "nextai-translator",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-30T15:07:58+00:00",
    "days_since_release": 2
  },
  {
    "name": "SmsForwarder",
    "slug": "smsforwarder",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-14T01:03:00+00:00",
    "days_since_release": 47
  },
  {
    "name": "SillyTavern",
    "slug": "sillytavern",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-28T17:24:47+00:00",
    "days_since_release": 4
  },
  {
    "name": "shap",
    "slug": "shap",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-04T09:04:18+00:00",
    "days_since_release": 29
  },
  {
    "name": "Chat2DB",
    "slug": "chat2db",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-01-15T01:28:25+00:00",
    "days_since_release": 442
  },
  {
    "name": "typesense",
    "slug": "typesense",
    "category": "tool",
    "domain": "embeddings",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-01-29T04:01:59+00:00",
    "days_since_release": 63
  },
  {
    "name": "gitleaks",
    "slug": "gitleaks",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-21T02:17:58+00:00",
    "days_since_release": 12
  },
  {
    "name": "agenticSeek",
    "slug": "agenticseek",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "prompt-optimizer",
    "slug": "prompt-optimizer",
    "category": "tool",
    "domain": "prompt-engineering",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-26T06:22:34+00:00",
    "days_since_release": 7
  },
  {
    "name": "nanoclaw",
    "slug": "nanoclaw",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Resume-Matcher",
    "slug": "resume-matcher",
    "category": "tool",
    "domain": "embeddings",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T09:50:53+00:00",
    "days_since_release": 0
  },
  {
    "name": "InvokeAI",
    "slug": "invokeai",
    "category": "tool",
    "domain": "generative-ai",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-22T03:14:15+00:00",
    "days_since_release": 11
  },
  {
    "name": "agents-course",
    "slug": "agents-course",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "daily_stock_analysis",
    "slug": "daily-stock-analysis",
    "category": "agent",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T10:51:26+00:00",
    "days_since_release": 1
  },
  {
    "name": "fastai",
    "slug": "fastai",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-14T01:58:56+00:00",
    "days_since_release": 47
  },
  {
    "name": "awesome-copilot",
    "slug": "awesome-copilot",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "xgboost",
    "slug": "xgboost",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-10T08:14:33+00:00",
    "days_since_release": 51
  },
  {
    "name": "awesome-datascience",
    "slug": "awesome-datascience",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T11:11:33+00:00",
    "days_since_release": 1
  },
  {
    "name": "fish-speech",
    "slug": "fish-speech",
    "category": "tool",
    "domain": "voice-ai",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-10T15:29:07+00:00",
    "days_since_release": 22
  },
  {
    "name": "self-llm",
    "slug": "self-llm",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "antigravity-awesome-skills",
    "slug": "antigravity-awesome-skills",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-31T16:30:56+00:00",
    "days_since_release": 1
  },
  {
    "name": "pytorch-lightning",
    "slug": "pytorch-lightning",
    "category": "framework",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-01-30T14:57:51+00:00",
    "days_since_release": 61
  },
  {
    "name": "langextract",
    "slug": "langextract",
    "category": "library",
    "domain": "nlp",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-22T22:11:16+00:00",
    "days_since_release": 10
  },
  {
    "name": "rufus",
    "slug": "rufus",
    "category": "tool",
    "domain": "ai-coding",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-17T21:05:01+00:00",
    "days_since_release": 43
  },
  {
    "name": "awesome-claude-code",
    "slug": "awesome-claude-code",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "GPT_API_free",
    "slug": "gpt-api-free",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "paperless-ngx",
    "slug": "paperless-ngx",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-21T09:25:45+00:00",
    "days_since_release": 12
  },
  {
    "name": "TradingAgents",
    "slug": "tradingagents",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-29T19:50:48+00:00",
    "days_since_release": 3
  },
  {
    "name": "oh-my-openagent",
    "slug": "oh-my-openagent",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-26T16:04:14+00:00",
    "days_since_release": 6
  },
  {
    "name": "Pake",
    "slug": "pake",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-27T03:18:33+00:00",
    "days_since_release": 6
  },
  {
    "name": "ui-ux-pro-max-skill",
    "slug": "ui-ux-pro-max-skill",
    "category": "tool",
    "domain": "ai-coding",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-10T06:05:57+00:00",
    "days_since_release": 23
  },
  {
    "name": "Command R",
    "slug": "command-r",
    "category": "model",
    "domain": null,
    "stack_layer": "model",
    "lab_name": "Cohere",
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "openai-cookbook",
    "slug": "openai-cookbook",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "markitdown",
    "slug": "markitdown",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-20T19:49:39+00:00",
    "days_since_release": 40
  },
  {
    "name": "Gemini",
    "slug": "gemini",
    "category": "model",
    "domain": null,
    "stack_layer": "model",
    "lab_name": "Google DeepMind",
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "read-frog",
    "slug": "read-frog",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-31T05:01:18+00:00",
    "days_since_release": 2
  },
  {
    "name": "2026-AI-College-Jobs",
    "slug": "2026-ai-college-jobs",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Mooncake",
    "slug": "mooncake",
    "category": "infra",
    "domain": "llm-tools",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T03:50:21+00:00",
    "days_since_release": 1
  },
  {
    "name": "marqo",
    "slug": "marqo",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-24T03:24:14+00:00",
    "days_since_release": 9
  },
  {
    "name": "ruoyi-ai",
    "slug": "ruoyi-ai",
    "category": "framework",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-05-30T05:53:38+00:00",
    "days_since_release": 307
  },
  {
    "name": "Sana",
    "slug": "sana",
    "category": "model",
    "domain": "diffusion",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-03-25T03:17:11+00:00",
    "days_since_release": 373
  },
  {
    "name": "kaolin",
    "slug": "kaolin",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-08-08T00:38:33+00:00",
    "days_since_release": 237
  },
  {
    "name": "awesome-mlops",
    "slug": "awesome-mlops",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "xtuner",
    "slug": "xtuner",
    "category": "framework",
    "domain": "llm-tools",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-11-18T10:16:19+00:00",
    "days_since_release": 135
  },
  {
    "name": "Lunary",
    "slug": "lunary",
    "category": "infra",
    "domain": null,
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 71547,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 71547,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": 0.0,
    "hype_bucket": "quiet_adoption",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "emerging",
    "tier": 3,
    "traction_score": 0,
    "traction_bucket": "stealth-adoption",
    "dl_trend": "slowing",
    "dl_weekly_velocity": -13326,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "sparrow",
    "slug": "sparrow",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-09-27T15:20:24+00:00",
    "days_since_release": 186
  },
  {
    "name": "cuml",
    "slug": "cuml",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-05T08:03:16+00:00",
    "days_since_release": 56
  },
  {
    "name": "sahi",
    "slug": "sahi",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-09-28T22:20:30+00:00",
    "days_since_release": 185
  },
  {
    "name": "coremltools",
    "slug": "coremltools",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-11-10T22:22:40+00:00",
    "days_since_release": 142
  },
  {
    "name": "kserve",
    "slug": "kserve",
    "category": "infra",
    "domain": "mlops",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-13T23:12:37+00:00",
    "days_since_release": 19
  },
  {
    "name": "potpie",
    "slug": "potpie",
    "category": "agent",
    "domain": "rag",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-23T05:49:02+00:00",
    "days_since_release": 38
  },
  {
    "name": "zenml",
    "slug": "zenml",
    "category": "infra",
    "domain": "mlops",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-19T17:11:55+00:00",
    "days_since_release": 13
  },
  {
    "name": "rllm",
    "slug": "rllm",
    "category": "agent",
    "domain": "rag",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-12-18T23:51:38+00:00",
    "days_since_release": 104
  },
  {
    "name": "csghub",
    "slug": "csghub",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-16T02:37:16+00:00",
    "days_since_release": 17
  },
  {
    "name": "Daft",
    "slug": "daft",
    "category": "framework",
    "domain": "mlops",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-30T21:58:12+00:00",
    "days_since_release": 2
  },
  {
    "name": "MemMachine",
    "slug": "memmachine",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-27T19:38:55+00:00",
    "days_since_release": 5
  },
  {
    "name": "coze-loop",
    "slug": "coze-loop",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-01-20T12:35:01+00:00",
    "days_since_release": 72
  },
  {
    "name": "volcano",
    "slug": "volcano",
    "category": "infra",
    "domain": "mlops",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-30T13:16:14+00:00",
    "days_since_release": 3
  },
  {
    "name": "helicone",
    "slug": "helicone",
    "category": "tool",
    "domain": "prompt-engineering",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-08-21T18:47:38+00:00",
    "days_since_release": 223
  },
  {
    "name": "LTX-2",
    "slug": "ltx-2",
    "category": "library",
    "domain": "generative-ai",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "sdk-python",
    "slug": "sdk-python",
    "category": "framework",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T20:32:21+00:00",
    "days_since_release": 0
  },
  {
    "name": "UltraRAG",
    "slug": "ultrarag",
    "category": "framework",
    "domain": "rag",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-10T09:22:27+00:00",
    "days_since_release": 23
  },
  {
    "name": "DeepAudit",
    "slug": "deepaudit",
    "category": "agent",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-01-24T09:42:49+00:00",
    "days_since_release": 68
  },
  {
    "name": "DeepLabCut",
    "slug": "deeplabcut",
    "category": "tool",
    "domain": "computer-vision",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-23T21:21:20+00:00",
    "days_since_release": 9
  },
  {
    "name": "forge",
    "slug": "forge",
    "category": "agent",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T04:43:32+00:00",
    "days_since_release": 0
  },
  {
    "name": "awesome-ai-in-finance",
    "slug": "awesome-ai-in-finance",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "orange3",
    "slug": "orange3",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2025-12-20T16:55:02+00:00",
    "days_since_release": 102
  },
  {
    "name": "all-in-rag",
    "slug": "all-in-rag",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "mlpack",
    "slug": "mlpack",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-01T02:20:56+00:00",
    "days_since_release": 60
  },
  {
    "name": "deepchat",
    "slug": "deepchat",
    "category": "agent",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T09:09:27+00:00",
    "days_since_release": 0
  },
  {
    "name": "agent-orchestrator",
    "slug": "agent-orchestrator",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-29T13:03:37+00:00",
    "days_since_release": 4
  },
  {
    "name": "bob-plugin-openai-translator",
    "slug": "bob-plugin-openai-translator",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-21T08:57:22+00:00",
    "days_since_release": 12
  },
  {
    "name": "DALI",
    "slug": "dali",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-03T16:32:22+00:00",
    "days_since_release": 29
  },
  {
    "name": "QOwnNotes",
    "slug": "qownnotes",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T20:02:13+00:00",
    "days_since_release": 0
  },
  {
    "name": "Awesome-Prompt-Engineering",
    "slug": "awesome-prompt-engineering",
    "category": "tool",
    "domain": "prompt-engineering",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Everywhere",
    "slug": "everywhere",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-01T09:14:57+00:00",
    "days_since_release": 32
  },
  {
    "name": "Awesome-AITools",
    "slug": "awesome-aitools",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "causalml",
    "slug": "causalml",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-06T17:45:24+00:00",
    "days_since_release": 54
  },
  {
    "name": "chinese-llm-benchmark",
    "slug": "chinese-llm-benchmark",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-14T15:18:23+00:00",
    "days_since_release": 46
  },
  {
    "name": "SQLBot",
    "slug": "sqlbot",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-19T02:38:21+00:00",
    "days_since_release": 14
  },
  {
    "name": "Dayflow",
    "slug": "dayflow",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-25T16:15:02+00:00",
    "days_since_release": 7
  },
  {
    "name": "WhisperKit",
    "slug": "whisperkit",
    "category": "library",
    "domain": "voice-ai",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T03:25:18+00:00",
    "days_since_release": 1
  },
  {
    "name": "opencvsharp",
    "slug": "opencvsharp",
    "category": "library",
    "domain": "computer-vision",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-17T12:59:27+00:00",
    "days_since_release": 16
  },
  {
    "name": "BibiGPT-v1",
    "slug": "bibigpt-v1",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2023-07-02T13:24:11+00:00",
    "days_since_release": 1005
  },
  {
    "name": "TabPFN",
    "slug": "tabpfn",
    "category": "model",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T10:00:54+00:00",
    "days_since_release": 0
  },
  {
    "name": "agent-starter-pack",
    "slug": "agent-starter-pack",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T23:39:31+00:00",
    "days_since_release": 0
  },
  {
    "name": "LLMForEverybody",
    "slug": "llmforeverybody",
    "category": "tool",
    "domain": "rag",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "plano",
    "slug": "plano",
    "category": "infra",
    "domain": "agents",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T00:46:52+00:00",
    "days_since_release": 1
  },
  {
    "name": "osmedeus",
    "slug": "osmedeus",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-27T14:26:27+00:00",
    "days_since_release": 33
  },
  {
    "name": "swarms",
    "slug": "swarms",
    "category": "framework",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2024-12-27T20:30:59+00:00",
    "days_since_release": 460
  },
  {
    "name": "data-juicer",
    "slug": "data-juicer",
    "category": "tool",
    "domain": "mlops",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-17T09:12:26+00:00",
    "days_since_release": 16
  },
  {
    "name": "PraisonAI",
    "slug": "praisonai",
    "category": "framework",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T09:36:11+00:00",
    "days_since_release": 0
  },
  {
    "name": "Liger-Kernel",
    "slug": "liger-kernel",
    "category": "library",
    "domain": "transformers",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-02-12T22:00:32+00:00",
    "days_since_release": 48
  },
  {
    "name": "XianyuAutoAgent",
    "slug": "xianyuautoagent",
    "category": "agent",
    "domain": "llm-tools",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "awesome-chatgpt-api",
    "slug": "awesome-chatgpt-api",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "smile",
    "slug": "smile",
    "category": "library",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-29T23:07:43+00:00",
    "days_since_release": 3
  },
  {
    "name": "kaggle-solutions",
    "slug": "kaggle-solutions",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "context-mode",
    "slug": "context-mode",
    "category": "tool",
    "domain": "mcp",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-02T00:28:50+00:00",
    "days_since_release": 0
  },
  {
    "name": "codecompanion.nvim",
    "slug": "codecompanion-nvim",
    "category": "agent",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-30T20:35:12+00:00",
    "days_since_release": 2
  },
  {
    "name": "Star-Office-UI",
    "slug": "star-office-ui",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-06T10:08:45+00:00",
    "days_since_release": 27
  },
  {
    "name": "RSPapers",
    "slug": "rspapers",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Parlant",
    "slug": "parlant",
    "category": "agent",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Deepagents",
    "slug": "deepagents",
    "category": "agent",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Maestro",
    "slug": "maestro",
    "category": "agent",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "ClawRouter",
    "slug": "clawrouter",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-31T21:33:06+00:00",
    "days_since_release": 1
  },
  {
    "name": "Kreuzberg",
    "slug": "kreuzberg",
    "category": "tool",
    "domain": null,
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "mlx-audio",
    "slug": "mlx-audio",
    "category": "library",
    "domain": "voice-ai",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-30T17:35:39+00:00",
    "days_since_release": 2
  },
  {
    "name": "obsidian-copilot",
    "slug": "obsidian-copilot",
    "category": "agent",
    "domain": "llm-tools",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-30T00:26:48+00:00",
    "days_since_release": 3
  },
  {
    "name": "clearml",
    "slug": "clearml",
    "category": "infra",
    "domain": "mlops",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-24T15:13:10+00:00",
    "days_since_release": 8
  },
  {
    "name": "Emdash",
    "slug": "emdash",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "cocoindex",
    "slug": "cocoindex",
    "category": "framework",
    "domain": "embeddings",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T19:19:22+00:00",
    "days_since_release": 0
  },
  {
    "name": "mistral.rs",
    "slug": "mistral-rs",
    "category": "tool",
    "domain": "transformers",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-01-28T06:10:26+00:00",
    "days_since_release": 64
  },
  {
    "name": "steel-browser",
    "slug": "steel-browser",
    "category": "tool",
    "domain": "agents",
    "stack_layer": "inference",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-15T21:49:51+00:00",
    "days_since_release": 17
  },
  {
    "name": "interpret",
    "slug": "interpret",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-17T23:06:18+00:00",
    "days_since_release": 15
  },
  {
    "name": "feast",
    "slug": "feast",
    "category": "tool",
    "domain": "mlops",
    "stack_layer": "data",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-10T20:00:19+00:00",
    "days_since_release": 22
  },
  {
    "name": "InsForge",
    "slug": "insforge",
    "category": "agent",
    "domain": "agents",
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-27T23:21:33+00:00",
    "days_since_release": 5
  },
  {
    "name": "flyte",
    "slug": "flyte",
    "category": "infra",
    "domain": "mlops",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-04-01T00:25:33+00:00",
    "days_since_release": 1
  },
  {
    "name": "fun-rec",
    "slug": "fun-rec",
    "category": "tool",
    "domain": "ml-frameworks",
    "stack_layer": "model",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Claude Skills",
    "slug": "claude-skills",
    "category": "tool",
    "domain": null,
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "Archestra",
    "slug": "archestra",
    "category": "tool",
    "domain": null,
    "stack_layer": "orchestration",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": null,
    "days_since_release": null
  },
  {
    "name": "openllmetry",
    "slug": "openllmetry",
    "category": "tool",
    "domain": "llm-tools",
    "stack_layer": "eval",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-03-30T15:56:40+00:00",
    "days_since_release": 2
  },
  {
    "name": "transformer-explainer",
    "slug": "transformer-explainer",
    "category": "tool",
    "domain": "transformers",
    "stack_layer": "interface",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2024-06-11T17:04:19+00:00",
    "days_since_release": 659
  },
  {
    "name": "hertzbeat",
    "slug": "hertzbeat",
    "category": "infra",
    "domain": "llm-tools",
    "stack_layer": "infra",
    "lab_name": null,
    "stars": 0,
    "forks": 0,
    "monthly_downloads": 0,
    "commits_30d": 0,
    "stars_7d_delta": 0,
    "stars_30d_delta": 0,
    "dl_30d_delta": 0,
    "commits_7d_delta": 0,
    "commits_30d_delta": 0,
    "contributors_30d_delta": 0,
    "hype_ratio": null,
    "hype_bucket": "no_downloads",
    "velocity_band": "dormant",
    "commits_per_contributor": null,
    "development_pace": null,
    "fork_star_ratio": null,
    "lifecycle_stage": "unknown",
    "tier": 4,
    "traction_score": 0,
    "traction_bucket": "balanced",
    "dl_trend": null,
    "dl_weekly_velocity": null,
    "last_commit_at": null,
    "last_release_at": "2026-01-31T07:12:25+00:00",
    "days_since_release": 61
  }
]