Add snapshot 20260324T213119Z

README.md

@@ -0,0 +1,84 @@
+---
+pretty_name: Transformers PR Slop Dataset
+configs:
+- config_name: issues
+  data_files:
+  - split: train
+    path: issues.parquet
+  default: true
+- config_name: prs
+  data_files:
+  - split: train
+    path: pull_requests.parquet
+- config_name: issue_comments
+  data_files:
+  - split: train
+    path: issue_comments.parquet
+- config_name: pr_comments
+  data_files:
+  - split: train
+    path: pr_comments.parquet
+- config_name: pr_reviews
+  data_files:
+  - split: train
+    path: reviews.parquet
+- config_name: pr_files
+  data_files:
+  - split: train
+    path: pr_files.parquet
+- config_name: pr_diffs
+  data_files:
+  - split: train
+    path: pr_diffs.parquet
+- config_name: review_comments
+  data_files:
+  - split: train
+    path: review_comments.parquet
+- config_name: links
+  data_files:
+  - split: train
+    path: links.parquet
+- config_name: events
+  data_files:
+  - split: train
+    path: events.parquet
+- config_name: new_contributors
+  data_files:
+  - split: train
+    path: new_contributors.parquet
+---
+---
+
+# Transformers PR Slop Dataset
+
+Normalized snapshots of issues, pull requests, comments, reviews, and linkage data from `evalstate/fast-agent`.
+
+Files:
+- `issues.parquet`
+- `pull_requests.parquet`
+- `comments.parquet`
+- `issue_comments.parquet` (derived view of issue discussion comments)
+- `pr_comments.parquet` (derived view of pull request discussion comments)
+- `reviews.parquet`
+- `pr_files.parquet`
+- `pr_diffs.parquet`
+- `review_comments.parquet`
+- `links.parquet`
+- `events.parquet`
+- `new_contributors.parquet`
+- `new-contributors-report.json`
+- `new-contributors-report.md`
+
+
+Use:
+- duplicate PR and issue analysis
+- triage and ranking experiments
+- eval set creation
+
+Notes:
+- updated daily
+- latest snapshot: `20260324T213119Z`
+- raw data only; no labels or moderation decisions
+- PR metadata, file-level patch hunks, and full unified diffs are included
+- new contributor reviewer artifacts are included when generated for the snapshot
+- full file contents for changed files are not included

comments.parquet

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+oid sha256:da2f9c1ea1d6ff182b56f542d561550f8acad77a337bafb70644e04c30c6efa9
+size 462522

events.parquet

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+oid sha256:62d346671b77b323b30922f8b0c96ff84b5d9485eb3903953d6df89a278f8d3b
+size 6268

issue_comments.parquet

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+oid sha256:7c710d2b1e40b3e85f117b13d5f039796e692226185d273853c95740da90f350
+size 308653

issues.parquet

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+oid sha256:88865a84168d255f8fd08d981b9c2898f979ddc9251b181a00b64931918bd8ca
+size 15707

links.parquet

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+oid sha256:e46f9e2188f09c7f8b952cd653f88ca7bcc12d88cd9fad25fb98902224b80e5c
+size 4616

manifest.json

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+{
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+    "new_contributors_parquet": "new_contributors.parquet"
+  },
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+    "issues": 3,
+    "links": 73,
+    "new_contributors": 7,
+    "pr_diffs": 12,
+    "pr_files": 131,
+    "pull_requests": 12,
+    "review_comments": 0,
+    "reviews": 0,
+    "timeline_events": 74
+  },
+  "crawl_started_at": "2026-03-24T21:31:19Z",
+  "delta_counts": {
+    "comments": 1252,
+    "issue_stubs": 709,
+    "issues": 3,
+    "links": 73,
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+    "pr_files": 131,
+    "pull_requests": 12,
+    "review_comments": 0,
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+    "timeline_events": 74
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+  "options": {
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+    "fetch_timeline": true,
+    "hf_repo_id": "evalstate/fast-agent-slop",
+    "http_max_retries": 5,
+    "http_timeout": 180,
+    "issue_max_age_days": 10,
+    "max_issue_comments": null,
+    "max_issues": null,
+    "max_prs": null,
+    "max_review_comments_per_pr": null,
+    "max_reviews_per_pr": null,
+    "new_contributor_max_authors": 25,
+    "new_contributor_report": true,
+    "new_contributor_window_days": 42,
+    "pr_max_age_days": 5,
+    "private_hf_repo": false,
+    "publish": true,
+    "since": null
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+  "repo": "evalstate/fast-agent",
+  "snapshot_id": "20260324T213119Z",
+  "watermark": {
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+    "merge_with_previous": false,
+    "next_since": "2026-03-24T21:31:19Z",
+    "previous_snapshot_dir": null,
+    "resume_enabled": true
+  }
+}

new-contributors-report.json

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+  "repo": "evalstate/fast-agent",
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+  "generated_at": "2026-03-24T21:34:30Z",
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+  "max_authors": 25,
+  "contributors": [
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+      "name": "shaun smith",
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+      "young_account": false,
+      "follow_through_score": "strong",
+      "breadth_score": "high",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "high recent PR volume; broad repo spread",
+      "public_orgs": [
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+            "created_at": "2026-03-19T08:29:00Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    }
+  ]
+}

new-contributors-report.md

@@ -0,0 +1,165 @@
+# New Contributor Report: evalstate/fast-agent
+
+- Snapshot: `20260324T213119Z`
+- Generated: `2026-03-24T21:34:30Z`
+- Activity window: `42d`
+- Contributors: `7`
+
+## Summary
+
+| Author | Profile | Status | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
+| --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
+| `evalstate` | [profile](https://github.com/evalstate) | new this snapshot | 5008d | `2025-03-28T16:15:35Z` | 7 | 0 | strong | high | medium | high recent PR volume; broad repo spread |
+| `peachgabba22` | [profile](https://github.com/peachgabba22) | new this snapshot | 1087d | `2026-03-21T06:04:21Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars |
+| `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | new this snapshot | ?d | `2026-03-20T08:17:41Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `es617` | [profile](https://github.com/es617) | new this snapshot | 2154d | `2026-03-23T20:43:08Z` | 1 | 0 | strong | moderate | low | — |
+| `ori-cofounder` | [profile](https://github.com/ori-cofounder) | new this snapshot | 39d | `2026-03-15T22:07:38Z` | 0 | 1 | weak | high | medium | very new account; broad repo spread; high open PR share |
+| `ktrapeznikov` | [profile](https://github.com/ktrapeznikov) | new this snapshot | 4738d | `2026-03-18T15:42:44Z` | 0 | 1 | n/a | low | low | — |
+| `phucly95` | [profile](https://github.com/phucly95) | new this snapshot | 3151d | `2026-03-19T08:29:00Z` | 0 | 1 | mixed | low | low | many recent closed-unmerged PRs |
+
+## Contributors
+
+### `evalstate`
+
+- profile: [github.com/evalstate](https://github.com/evalstate)
+- repo PR search: [open search](https://github.com/evalstate/fast-agent/pulls?q=is%3Apr+author%3Aevalstate)
+- repo issue search: [open search](https://github.com/evalstate/fast-agent/issues?q=is%3Aissue+author%3Aevalstate)
+- repo first seen: `2025-03-28T16:15:35Z`
+- repo last seen: `2026-03-23T16:09:52Z`
+- status: **new this snapshot**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **7 PRs / 0 issues**
+- snapshot discussion activity: **566 comments / 0 reviews / 0 review comments**
+- account age: **5008 days**
+- recent public PR activity: **67 PRs** (57 merged / 1 closed-unmerged / 9 open; merged rate **85%**, closed-unmerged rate **1%**, open rate **13%**)
+- public orgs: `modelcontextprotocol`
+- compact scores: follow-through **strong**, breadth **high**, automation risk **medium**
+- heuristic read: **high recent PR volume; broad repo spread**
+
+Example artifacts:
+- [PR #740: fix markdown rendering at bottom-screen](https://github.com/evalstate/fast-agent/pull/740) — closed, merged
+- [PR #739: raw usage storage, --prompt-file not interactive](https://github.com/evalstate/fast-agent/pull/739) — closed, merged
+- [PR #738: Dev/v0.6.7](https://github.com/evalstate/fast-agent/pull/738) — closed, merged
+
+### `peachgabba22`
+
+- profile: [github.com/peachgabba22](https://github.com/peachgabba22)
+- repo PR search: [open search](https://github.com/evalstate/fast-agent/pulls?q=is%3Apr+author%3Apeachgabba22)
+- repo issue search: [open search](https://github.com/evalstate/fast-agent/issues?q=is%3Aissue+author%3Apeachgabba22)
+- repo first seen: `2026-03-21T06:04:21Z`
+- repo last seen: `2026-03-23T05:45:37Z`
+- status: **new this snapshot**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
+- account age: **1087 days**
+- recent public PR activity: **3 PRs** (1 merged / 2 closed-unmerged / 0 open; merged rate **33%**, closed-unmerged rate **67%**, open rate **0%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars**
+
+Example artifacts:
+- [PR #737: fix: surface non-persistent MCP init failures (fixes #405)](https://github.com/evalstate/fast-agent/pull/737) — closed, merged
+- [PR #733: fix(mcp): surface non-persistent init failures with clear diagnostics](https://github.com/evalstate/fast-agent/pull/733) — closed
+- [PR #732: fix: fail fast when non-persistent MCP init fails](https://github.com/evalstate/fast-agent/pull/732) — closed
+
+### `dependabot[bot]`
+
+- profile: [github.com/dependabot[bot]](https://github.com/dependabot[bot])
+- repo PR search: [open search](https://github.com/evalstate/fast-agent/pulls?q=is%3Apr+author%3Adependabot%5Bbot%5D)
+- repo issue search: [open search](https://github.com/evalstate/fast-agent/issues?q=is%3Aissue+author%3Adependabot%5Bbot%5D)
+- repo first seen: `2026-03-20T08:17:41Z`
+- repo last seen: `2026-03-20T08:17:41Z`
+- status: **new this snapshot**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 3, "column": 3}], "message": "Could not resolve to a User with the login of 'dependabot[bot]'."}]`
+
+Example artifacts:
+- [PR #730: Bump pyasn1 from 0.6.2 to 0.6.3](https://github.com/evalstate/fast-agent/pull/730) — closed, merged
+
+### `es617`
+
+- profile: [github.com/es617](https://github.com/es617)
+- repo PR search: [open search](https://github.com/evalstate/fast-agent/pulls?q=is%3Apr+author%3Aes617)
+- repo issue search: [open search](https://github.com/evalstate/fast-agent/issues?q=is%3Aissue+author%3Aes617)
+- repo first seen: `2026-03-23T20:43:08Z`
+- repo last seen: `2026-03-23T20:43:08Z`
+- status: **new this snapshot**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2154 days**
+- recent public PR activity: **7 PRs** (5 merged / 0 closed-unmerged / 2 open; merged rate **71%**, closed-unmerged rate **0%**, open rate **29%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #741: Surface MCP server notifications to agents](https://github.com/evalstate/fast-agent/pull/741) — open
+
+### `ori-cofounder`
+
+- profile: [github.com/ori-cofounder](https://github.com/ori-cofounder)
+- repo PR search: [open search](https://github.com/evalstate/fast-agent/pulls?q=is%3Apr+author%3Aori-cofounder)
+- repo issue search: [open search](https://github.com/evalstate/fast-agent/issues?q=is%3Aissue+author%3Aori-cofounder)
+- repo first seen: `2026-03-15T22:07:38Z`
+- repo last seen: `2026-03-15T22:07:38Z`
+- status: **new this snapshot**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **0 PRs / 1 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **39 days**
+- recent public PR activity: **17 PRs** (1 merged / 6 closed-unmerged / 10 open; merged rate **6%**, closed-unmerged rate **35%**, open rate **59%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
+- heuristic read: **very new account; broad repo spread; high open PR share**
+
+Example artifacts:
+- [Issue #721: GNAP: git-native coordination for fast-agent multi-model pipelines](https://github.com/evalstate/fast-agent/issues/721) — open
+
+### `ktrapeznikov`
+
+- profile: [github.com/ktrapeznikov](https://github.com/ktrapeznikov)
+- repo PR search: [open search](https://github.com/evalstate/fast-agent/pulls?q=is%3Apr+author%3Aktrapeznikov)
+- repo issue search: [open search](https://github.com/evalstate/fast-agent/issues?q=is%3Aissue+author%3Aktrapeznikov)
+- repo first seen: `2026-03-18T15:42:44Z`
+- repo last seen: `2026-03-18T15:53:51Z`
+- status: **new this snapshot**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **0 PRs / 1 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **4738 days**
+- recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [Issue #725: Get conversation history in non-interactive mode](https://github.com/evalstate/fast-agent/issues/725) — open
+
+### `phucly95`
+
+- profile: [github.com/phucly95](https://github.com/phucly95)
+- repo PR search: [open search](https://github.com/evalstate/fast-agent/pulls?q=is%3Apr+author%3Aphucly95)
+- repo issue search: [open search](https://github.com/evalstate/fast-agent/issues?q=is%3Aissue+author%3Aphucly95)
+- repo first seen: `2026-03-19T08:29:00Z`
+- repo last seen: `2026-03-20T02:35:39Z`
+- status: **new this snapshot**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **0 PRs / 1 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **3151 days**
+- recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs**
+
+Example artifacts:
+- [Issue #726: Per-agent skills filtering is overridden by global static context in `enrich_with_environment_context`](https://github.com/evalstate/fast-agent/issues/726) — closed

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