Refresh openclaw dataset snapshot 20260419T012035Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260419T002035Z`
+- latest snapshot: `20260419T012035Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
 - full file contents for changed files are not included

comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:de73af789427a2c982bfb85bbd40cc0dfb6609f28b999239ee8ad265bccdedb5
-size 67610015
+oid sha256:92d6c619b00ea901fd4db6ea03af123e6298c2acfb437a0e0372956a9fd8e087
+size 67639538

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:030f50275da977d3fd1f3311e9c7e9d891402094fd1121cc475595879b4c3106
-size 1097626
+oid sha256:34f9a2fdc578a74e2f155537070e435b512947e0a6565559929558ad29b50c4b
+size 1105677

issue_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a6f9c6e1e9237294f8b34b307ed32eda443e036c38ddd26e6f9d1f9cb6430b56
-size 20057988
+oid sha256:4e6e2de1bf79d0219548a2462dd2ac68683db6fcb2cafb61fd76f89c4726bb14
+size 20061788

issues.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b91d80bfca572df6c0fd7ee0d707de559da3481d7abfc1d151954d8724f47d64
-size 6877059
+oid sha256:c8e5c1948db3a77d67bd7169975ffca556f8d4832a86a342bd504be4239c4c8b
+size 6893504

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3dff6fbe4261248308e4b377f0baa15b10a53f1421b6e2945f282c3bd522ea55
-size 533892
+oid sha256:2b5bd6511d006f7f5241ea36dd7528f71550e46aa39520c261494c939e9503c6
+size 534565

manifest.json

@@ -5,35 +5,35 @@
     "new_contributors_parquet": "new_contributors.parquet"
   },
   "counts": {
-    "comments": 136694,
-    "issues": 4526,
-    "links": 44582,
-    "new_contributors": 716,
-    "pr_diffs": 3339,
-    "pr_files": 72045,
-    "pull_requests": 3339,
-    "review_comments": 17457,
-    "reviews": 13263,
-    "timeline_events": 54841
+    "comments": 136728,
+    "issues": 4533,
+    "links": 44628,
+    "new_contributors": 717,
+    "pr_diffs": 3356,
+    "pr_files": 72119,
+    "pull_requests": 3356,
+    "review_comments": 17509,
+    "reviews": 13300,
+    "timeline_events": 55225
   },
-  "crawl_started_at": "2026-04-19T00:20:35Z",
+  "crawl_started_at": "2026-04-19T01:20:35Z",
   "delta_counts": {
-    "comments": 60,
-    "issue_stubs": 49,
-    "issues": 28,
-    "links": 92,
-    "pr_diffs": 21,
-    "pr_files": 1565,
-    "pull_requests": 21,
-    "review_comments": 546,
-    "reviews": 377,
-    "timeline_events": 1366
+    "comments": 36,
+    "issue_stubs": 43,
+    "issues": 12,
+    "links": 100,
+    "pr_diffs": 31,
+    "pr_files": 239,
+    "pull_requests": 31,
+    "review_comments": 761,
+    "reviews": 625,
+    "timeline_events": 1109
   },
-  "extracted_at": "2026-04-19T00:20:35Z",
+  "extracted_at": "2026-04-19T01:20:35Z",
   "repo": "openclaw/openclaw",
-  "snapshot_id": "20260419T002035Z",
+  "snapshot_id": "20260419T012035Z",
   "watermark": {
-    "effective_since": "2026-04-18T23:20:34Z",
-    "next_since": "2026-04-19T00:20:35Z"
+    "effective_since": "2026-04-19T00:20:35Z",
+    "next_since": "2026-04-19T01:20:35Z"
   }
 }

new-contributors-report.json

@@ -1,26 +1,26 @@
 {
   "schema_version": "1.0",
   "repo": "openclaw/openclaw",
-  "snapshot_id": "20260419T002035Z",
-  "generated_at": "2026-04-19T00:22:15Z",
+  "snapshot_id": "20260419T012035Z",
+  "generated_at": "2026-04-19T01:22:34Z",
   "window_days": 7,
   "max_authors": 0,
   "instrumentation": {
-    "selected_contributors": 716,
-    "first_seen_in_snapshot": 1,
+    "selected_contributors": 717,
+    "first_seen_in_snapshot": 2,
     "known_via_prior_merged_pr": 115,
-    "previous_primary_author_count": 4465,
+    "previous_primary_author_count": 4469,
     "selected_seen_in_previous_primary": 715,
-    "previous_report_contributor_count": 717,
+    "previous_report_contributor_count": 716,
     "selected_overlap_previous_report": 715,
-    "selected_overlap_previous_report_rate": 0.9986,
+    "selected_overlap_previous_report_rate": 0.9972,
     "reused_previous_report_entries": 708,
     "reused_known_merged_contributors": 114,
-    "live_fetches": 8,
+    "live_fetches": 9,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 2.999,
-    "enrichment_avg_seconds_per_author": 0.004,
+    "enrichment_elapsed_seconds": 9.838,
+    "enrichment_avg_seconds_per_author": 0.014,
     "enrichment_failures": 7
   },
   "contributors": [
@@ -301,12 +301,12 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahclsys",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahclsys",
       "repo_first_seen_at": "2026-01-29T06:32:51Z",
-      "repo_last_seen_at": "2026-04-18T22:36:45Z",
+      "repo_last_seen_at": "2026-04-19T01:15:29Z",
       "repo_primary_artifact_count": 41,
-      "repo_artifact_count": 211,
+      "repo_artifact_count": 212,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 41,
-      "snapshot_comment_count": 164,
+      "snapshot_comment_count": 165,
       "snapshot_review_count": 3,
       "snapshot_review_comment_count": 3,
       "repo_association": "CONTRIBUTOR",
@@ -361,7 +361,7 @@
             "number": 68399,
             "title": "fix(cli): reject --agent on models set/set-image instead of silently writing global default",
             "url": "https://github.com/openclaw/openclaw/pull/68399",
-            "state": "open",
+            "state": "closed",
             "merged": false,
             "draft": false,
             "created_at": "2026-04-18T04:24:04Z"
@@ -371,6 +371,83 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "neeravmakwana",
+      "name": "Neerav Makwana",
+      "profile_url": "https://github.com/neeravmakwana",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aneeravmakwana",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aneeravmakwana",
+      "repo_first_seen_at": "2026-02-24T02:57:36Z",
+      "repo_last_seen_at": "2026-04-19T01:02:07Z",
+      "repo_primary_artifact_count": 40,
+      "repo_artifact_count": 151,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 40,
+      "snapshot_comment_count": 105,
+      "snapshot_review_count": 3,
+      "snapshot_review_comment_count": 3,
+      "repo_association": "CONTRIBUTOR",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": true,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 64,
+      "young_account": true,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 34,
+        "merged_pr_count": 8,
+        "closed_unmerged_pr_count": 18,
+        "open_pr_count": 8,
+        "merged_pr_rate": 0.2353,
+        "closed_unmerged_pr_rate": 0.5294,
+        "still_open_pr_rate": 0.2353,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68747,
+            "title": "PDF tool: abort stalled remote fetch after 30s idle timeout",
+            "url": "https://github.com/openclaw/openclaw/pull/68747",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T01:02:07Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68740,
+            "title": "Ollama/models: detect Gemma 4 and `thinking` capability as reasoning",
+            "url": "https://github.com/openclaw/openclaw/pull/68740",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T00:47:25Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68366,
+            "title": "Google Gemini CLI: pass --yolo so non-interactive --prompt invocations expose write/edit tools (#68216)",
+            "url": "https://github.com/openclaw/openclaw/pull/68366",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T02:27:04Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "nightq",
       "name": "Mr.NightQ",
@@ -459,83 +536,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "neeravmakwana",
-      "name": "Neerav Makwana",
-      "profile_url": "https://github.com/neeravmakwana",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aneeravmakwana",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aneeravmakwana",
-      "repo_first_seen_at": "2026-02-24T02:57:36Z",
-      "repo_last_seen_at": "2026-04-18T02:40:00Z",
-      "repo_primary_artifact_count": 38,
-      "repo_artifact_count": 148,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 38,
-      "snapshot_comment_count": 104,
-      "snapshot_review_count": 3,
-      "snapshot_review_comment_count": 3,
-      "repo_association": "CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": true,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 64,
-      "young_account": true,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "medium",
-      "heuristic_note": "very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 34,
-        "merged_pr_count": 8,
-        "closed_unmerged_pr_count": 18,
-        "open_pr_count": 8,
-        "merged_pr_rate": 0.2353,
-        "closed_unmerged_pr_rate": 0.5294,
-        "still_open_pr_rate": 0.2353,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 68366,
-            "title": "Google Gemini CLI: pass --yolo so non-interactive --prompt invocations expose write/edit tools (#68216)",
-            "url": "https://github.com/openclaw/openclaw/pull/68366",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T02:27:04Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 68351,
-            "title": "fix(openrouter): surface reasoning_details visible-text as user output (#68261)",
-            "url": "https://github.com/openclaw/openclaw/pull/68351",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T01:35:24Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 68349,
-            "title": "Ollama: honor Modelfile num_ctx and auto-detect tool support",
-            "url": "https://github.com/openclaw/openclaw/pull/68349",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T01:23:51Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "w-sss",
       "name": "end",
@@ -814,96 +814,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "hxy91819",
-      "name": "Mason Huang",
-      "profile_url": "https://github.com/hxy91819",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahxy91819",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahxy91819",
-      "repo_first_seen_at": "2026-03-13T11:26:05Z",
-      "repo_last_seen_at": "2026-04-18T11:10:28Z",
-      "repo_primary_artifact_count": 31,
-      "repo_artifact_count": 209,
-      "snapshot_issue_count": 1,
-      "snapshot_pr_count": 30,
-      "snapshot_comment_count": 126,
-      "snapshot_review_count": 26,
-      "snapshot_review_comment_count": 26,
-      "repo_association": "MEMBER",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": true,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 4229,
-      "young_account": false,
-      "follow_through_score": "mixed",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high recent PR volume; targets high-star repos",
-      "public_orgs": [
-        "openclaw"
-      ],
-      "activity": {
-        "visible_authored_pr_count": 25,
-        "merged_pr_count": 18,
-        "closed_unmerged_pr_count": 3,
-        "open_pr_count": 4,
-        "merged_pr_rate": 0.72,
-        "closed_unmerged_pr_rate": 0.12,
-        "still_open_pr_rate": 0.16,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 68521,
-            "title": "fix(secret-scanning): remove maintainer @<LOGIN> attribution from replacement comment template",
-            "url": "https://github.com/openclaw/openclaw/pull/68521",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-18T10:59:59Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 68519,
-            "title": "fix(secret-scanning): remove maintainer @<LOGIN> attribution from replacement comment template",
-            "url": "https://github.com/openclaw/openclaw/pull/68519",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T10:57:16Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 68509,
-            "title": "changelog: move #67807 entry to Fixes section",
-            "url": "https://github.com/openclaw/openclaw/pull/68509",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-18T10:21:41Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 64892,
-            "title": "[Bug]: Agent self-update bypasses update.run and uses raw npm global upgrade without restarting gateway",
-            "url": "https://github.com/openclaw/openclaw/issues/64892",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-04-11T15:52:50Z"
-          }
-        ]
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "kagura-agent",
       "name": "Kagura",
@@ -911,12 +821,12 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akagura-agent",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akagura-agent",
       "repo_first_seen_at": "2026-03-18T00:16:55Z",
-      "repo_last_seen_at": "2026-04-18T23:21:22Z",
-      "repo_primary_artifact_count": 35,
-      "repo_artifact_count": 84,
+      "repo_last_seen_at": "2026-04-19T01:20:33Z",
+      "repo_primary_artifact_count": 37,
+      "repo_artifact_count": 87,
       "snapshot_issue_count": 7,
-      "snapshot_pr_count": 28,
-      "snapshot_comment_count": 49,
+      "snapshot_pr_count": 30,
+      "snapshot_comment_count": 50,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "CONTRIBUTOR",
@@ -948,33 +858,33 @@
         "pull_requests": [
           {
             "kind": "pull_request",
-            "number": 68722,
-            "title": "fix: chmod openclaw.json to 0o600 after atomic rename on config write",
-            "url": "https://github.com/openclaw/openclaw/pull/68722",
+            "number": 68753,
+            "title": "fix: allow systemEvent cron jobs to specify custom timeoutSeconds",
+            "url": "https://github.com/openclaw/openclaw/pull/68753",
             "state": "open",
             "merged": false,
             "draft": false,
-            "created_at": "2026-04-18T23:21:22Z"
+            "created_at": "2026-04-19T01:08:46Z"
           },
           {
             "kind": "pull_request",
-            "number": 68534,
-            "title": "fix(memory-core): add cooldown guard to prevent dreaming-narrative from spawning on every heartbeat",
-            "url": "https://github.com/openclaw/openclaw/pull/68534",
+            "number": 68746,
+            "title": "fix: always send stream_options.include_usage when streaming (openai-completions)",
+            "url": "https://github.com/openclaw/openclaw/pull/68746",
             "state": "open",
             "merged": false,
             "draft": false,
-            "created_at": "2026-04-18T11:39:13Z"
+            "created_at": "2026-04-19T01:00:27Z"
           },
           {
             "kind": "pull_request",
-            "number": 68518,
-            "title": "fix(ui): filter system event messages from chat transcript (#68508)",
-            "url": "https://github.com/openclaw/openclaw/pull/68518",
+            "number": 68722,
+            "title": "fix: chmod openclaw.json to 0o600 after atomic rename on config write",
+            "url": "https://github.com/openclaw/openclaw/pull/68722",
             "state": "open",
             "merged": false,
             "draft": false,
-            "created_at": "2026-04-18T10:54:59Z"
+            "created_at": "2026-04-18T23:21:22Z"
           }
         ],
         "issues": [
@@ -1012,6 +922,96 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "hxy91819",
+      "name": "Mason Huang",
+      "profile_url": "https://github.com/hxy91819",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahxy91819",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahxy91819",
+      "repo_first_seen_at": "2026-03-13T11:26:05Z",
+      "repo_last_seen_at": "2026-04-18T11:10:28Z",
+      "repo_primary_artifact_count": 31,
+      "repo_artifact_count": 209,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 30,
+      "snapshot_comment_count": 126,
+      "snapshot_review_count": 26,
+      "snapshot_review_comment_count": 26,
+      "repo_association": "MEMBER",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": true,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 4229,
+      "young_account": false,
+      "follow_through_score": "mixed",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high recent PR volume; targets high-star repos",
+      "public_orgs": [
+        "openclaw"
+      ],
+      "activity": {
+        "visible_authored_pr_count": 25,
+        "merged_pr_count": 18,
+        "closed_unmerged_pr_count": 3,
+        "open_pr_count": 4,
+        "merged_pr_rate": 0.72,
+        "closed_unmerged_pr_rate": 0.12,
+        "still_open_pr_rate": 0.16,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68521,
+            "title": "fix(secret-scanning): remove maintainer @<LOGIN> attribution from replacement comment template",
+            "url": "https://github.com/openclaw/openclaw/pull/68521",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-04-18T10:59:59Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68519,
+            "title": "fix(secret-scanning): remove maintainer @<LOGIN> attribution from replacement comment template",
+            "url": "https://github.com/openclaw/openclaw/pull/68519",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T10:57:16Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68509,
+            "title": "changelog: move #67807 entry to Fixes section",
+            "url": "https://github.com/openclaw/openclaw/pull/68509",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-04-18T10:21:41Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 64892,
+            "title": "[Bug]: Agent self-update bypasses update.run and uses raw npm global upgrade without restarting gateway",
+            "url": "https://github.com/openclaw/openclaw/issues/64892",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-04-11T15:52:50Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "eleqtrizit",
       "name": "Agustin Rivera",
@@ -1545,14 +1545,14 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amcaxtr",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amcaxtr",
       "repo_first_seen_at": "2026-02-04T01:45:00Z",
-      "repo_last_seen_at": "2026-04-18T16:39:02Z",
+      "repo_last_seen_at": "2026-04-19T00:25:27Z",
       "repo_primary_artifact_count": 23,
-      "repo_artifact_count": 643,
+      "repo_artifact_count": 649,
       "snapshot_issue_count": 5,
       "snapshot_pr_count": 18,
       "snapshot_comment_count": 512,
-      "snapshot_review_count": 54,
-      "snapshot_review_comment_count": 54,
+      "snapshot_review_count": 57,
+      "snapshot_review_comment_count": 57,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -5124,6 +5124,83 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "armorbreak001",
+      "name": null,
+      "profile_url": "https://github.com/armorbreak001",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aarmorbreak001",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aarmorbreak001",
+      "repo_first_seen_at": "2026-04-16T01:31:19Z",
+      "repo_last_seen_at": "2026-04-19T00:48:20Z",
+      "repo_primary_artifact_count": 8,
+      "repo_artifact_count": 20,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 8,
+      "snapshot_comment_count": 6,
+      "snapshot_review_count": 3,
+      "snapshot_review_comment_count": 3,
+      "repo_association": "NONE",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 7,
+      "young_account": true,
+      "follow_through_score": "weak",
+      "breadth_score": "very high",
+      "automation_risk_signal": "high",
+      "heuristic_note": "very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 145,
+        "merged_pr_count": 8,
+        "closed_unmerged_pr_count": 23,
+        "open_pr_count": 114,
+        "merged_pr_rate": 0.0552,
+        "closed_unmerged_pr_rate": 0.1586,
+        "still_open_pr_rate": 0.7862,
+        "distinct_repos_with_authored_prs": 39,
+        "distinct_repos_with_open_prs": 30
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68742,
+            "title": "fix(agents): restore streaming usage tracking for non-native openai-completions providers",
+            "url": "https://github.com/openclaw/openclaw/pull/68742",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T00:48:20Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68714,
+            "title": "fix(config): openclaw.json written with 0664 mode instead of 0600 after hot-save",
+            "url": "https://github.com/openclaw/openclaw/pull/68714",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T22:36:24Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68555,
+            "title": "fix(cron): loud error when payload.model silently falls back to wrong provider (#67756)",
+            "url": "https://github.com/openclaw/openclaw/pull/68555",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T12:55:13Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "draix",
       "name": "Mart\u00edn Alcal\u00e1 Rub\u00ed",
@@ -5592,6 +5669,83 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "suboss87",
+      "name": "Subash Natarajan",
+      "profile_url": "https://github.com/suboss87",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asuboss87",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asuboss87",
+      "repo_first_seen_at": "2026-03-13T04:40:38Z",
+      "repo_last_seen_at": "2026-04-18T07:24:11Z",
+      "repo_primary_artifact_count": 8,
+      "repo_artifact_count": 56,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 8,
+      "snapshot_comment_count": 44,
+      "snapshot_review_count": 4,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "CONTRIBUTOR",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": true,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 4078,
+      "young_account": false,
+      "follow_through_score": "mixed",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 5,
+        "merged_pr_count": 2,
+        "closed_unmerged_pr_count": 1,
+        "open_pr_count": 2,
+        "merged_pr_rate": 0.4,
+        "closed_unmerged_pr_rate": 0.2,
+        "still_open_pr_rate": 0.4,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68446,
+            "title": "fix(whatsapp): stop DM allowFrom fallback into group policy sender bypass",
+            "url": "https://github.com/openclaw/openclaw/pull/68446",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T07:03:38Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 67457,
+            "title": "fix(ollama): strip provider prefix from model ID in chat requests",
+            "url": "https://github.com/openclaw/openclaw/pull/67457",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-04-16T01:08:42Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 66544,
+            "title": "fix(gateway): exclude heartbeat sender ID from session display name",
+            "url": "https://github.com/openclaw/openclaw/pull/66544",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-14T12:46:21Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "mjamiv",
       "name": null,
@@ -5788,6 +5942,94 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "masatohoshino",
+      "name": "Masato Hoshino",
+      "profile_url": "https://github.com/masatohoshino",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amasatohoshino",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amasatohoshino",
+      "repo_first_seen_at": "2026-02-25T18:12:54Z",
+      "repo_last_seen_at": "2026-04-19T00:58:22Z",
+      "repo_primary_artifact_count": 8,
+      "repo_artifact_count": 87,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 7,
+      "snapshot_comment_count": 19,
+      "snapshot_review_count": 30,
+      "snapshot_review_comment_count": 30,
+      "repo_association": "CONTRIBUTOR",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": true,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 138,
+      "young_account": true,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "young account; high open PR share; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 1,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 1.0,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68744,
+            "title": "fix(whatsapp): respect audioAsVoice flag in outbound delivery",
+            "url": "https://github.com/openclaw/openclaw/pull/68744",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T00:58:20Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68498,
+            "title": "fix(matrix): pin event-helpers import to canonical matrix-js-sdk subpath (refs #50477)",
+            "url": "https://github.com/openclaw/openclaw/pull/68498",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T09:33:53Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68458,
+            "title": "fix(matrix): isolate credentials runtime import boundary (refs #50477)",
+            "url": "https://github.com/openclaw/openclaw/pull/68458",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T07:44:59Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 64784,
+            "title": "[Feature]: LINE sticker send/receive support",
+            "url": "https://github.com/openclaw/openclaw/issues/64784",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-04-11T11:36:35Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "nxmxbbd",
       "name": "David",
@@ -5964,83 +6206,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "armorbreak001",
-      "name": null,
-      "profile_url": "https://github.com/armorbreak001",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aarmorbreak001",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aarmorbreak001",
-      "repo_first_seen_at": "2026-04-16T01:31:19Z",
-      "repo_last_seen_at": "2026-04-18T22:42:16Z",
-      "repo_primary_artifact_count": 7,
-      "repo_artifact_count": 19,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 7,
-      "snapshot_comment_count": 6,
-      "snapshot_review_count": 3,
-      "snapshot_review_comment_count": 3,
-      "repo_association": "NONE",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 7,
-      "young_account": true,
-      "follow_through_score": "weak",
-      "breadth_score": "very high",
-      "automation_risk_signal": "high",
-      "heuristic_note": "very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 145,
-        "merged_pr_count": 8,
-        "closed_unmerged_pr_count": 23,
-        "open_pr_count": 114,
-        "merged_pr_rate": 0.0552,
-        "closed_unmerged_pr_rate": 0.1586,
-        "still_open_pr_rate": 0.7862,
-        "distinct_repos_with_authored_prs": 39,
-        "distinct_repos_with_open_prs": 30
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 68714,
-            "title": "fix(config): openclaw.json written with 0664 mode instead of 0600 after hot-save",
-            "url": "https://github.com/openclaw/openclaw/pull/68714",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T22:36:24Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 68555,
-            "title": "fix(cron): loud error when payload.model silently falls back to wrong provider (#67756)",
-            "url": "https://github.com/openclaw/openclaw/pull/68555",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T12:55:13Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 68481,
-            "title": "fix(auto-reply): don't drop URL messages when link-understanding import fails",
-            "url": "https://github.com/openclaw/openclaw/pull/68481",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T08:48:21Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "coder999999999",
       "name": "Coder",
@@ -6505,83 +6670,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "suboss87",
-      "name": "Subash Natarajan",
-      "profile_url": "https://github.com/suboss87",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asuboss87",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asuboss87",
-      "repo_first_seen_at": "2026-03-13T04:40:38Z",
-      "repo_last_seen_at": "2026-04-18T07:24:11Z",
-      "repo_primary_artifact_count": 7,
-      "repo_artifact_count": 55,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 7,
-      "snapshot_comment_count": 44,
-      "snapshot_review_count": 4,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": true,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 4078,
-      "young_account": false,
-      "follow_through_score": "mixed",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 5,
-        "merged_pr_count": 2,
-        "closed_unmerged_pr_count": 1,
-        "open_pr_count": 2,
-        "merged_pr_rate": 0.4,
-        "closed_unmerged_pr_rate": 0.2,
-        "still_open_pr_rate": 0.4,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 68446,
-            "title": "fix(whatsapp): stop DM allowFrom fallback into group policy sender bypass",
-            "url": "https://github.com/openclaw/openclaw/pull/68446",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T07:03:38Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 67457,
-            "title": "fix(ollama): strip provider prefix from model ID in chat requests",
-            "url": "https://github.com/openclaw/openclaw/pull/67457",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-16T01:08:42Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 66544,
-            "title": "fix(gateway): exclude heartbeat sender ID from session display name",
-            "url": "https://github.com/openclaw/openclaw/pull/66544",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-14T12:46:21Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "wade-microblueworld",
       "name": "WadeY",
@@ -6845,94 +6933,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "masatohoshino",
-      "name": "Masato Hoshino",
-      "profile_url": "https://github.com/masatohoshino",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amasatohoshino",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amasatohoshino",
-      "repo_first_seen_at": "2026-02-25T18:12:54Z",
-      "repo_last_seen_at": "2026-04-18T10:23:29Z",
-      "repo_primary_artifact_count": 7,
-      "repo_artifact_count": 85,
-      "snapshot_issue_count": 1,
-      "snapshot_pr_count": 6,
-      "snapshot_comment_count": 18,
-      "snapshot_review_count": 30,
-      "snapshot_review_comment_count": 30,
-      "repo_association": "CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": true,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 138,
-      "young_account": true,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "medium",
-      "heuristic_note": "young account; high open PR share; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 1,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 1,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 1.0,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 68498,
-            "title": "fix(matrix): pin event-helpers import to canonical matrix-js-sdk subpath (refs #50477)",
-            "url": "https://github.com/openclaw/openclaw/pull/68498",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T09:33:53Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 68458,
-            "title": "fix(matrix): isolate credentials runtime import boundary (refs #50477)",
-            "url": "https://github.com/openclaw/openclaw/pull/68458",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T07:44:59Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 65270,
-            "title": "feat(line): add LINE sticker send/receive support with Skill-based catalog",
-            "url": "https://github.com/openclaw/openclaw/pull/65270",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-12T09:09:07Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 64784,
-            "title": "[Feature]: LINE sticker send/receive support",
-            "url": "https://github.com/openclaw/openclaw/issues/64784",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-04-11T11:36:35Z"
-          }
-        ]
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "yfge",
       "name": "\u62d0\u7237&&\u8001\u62d0\u7626",
@@ -7098,6 +7098,83 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "bluesky6868",
+      "name": "Rugang",
+      "profile_url": "https://github.com/bluesky6868",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abluesky6868",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abluesky6868",
+      "repo_first_seen_at": "2026-04-17T22:26:25Z",
+      "repo_last_seen_at": "2026-04-19T01:12:44Z",
+      "repo_primary_artifact_count": 6,
+      "repo_artifact_count": 12,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 6,
+      "snapshot_comment_count": 4,
+      "snapshot_review_count": 1,
+      "snapshot_review_comment_count": 1,
+      "repo_association": "NONE",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 3181,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share; no visible non-self stars; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 1,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 1.0,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68755,
+            "title": "security(healthcheck): probe ufw/firewall-cmd via safe PATH and config fallback",
+            "url": "https://github.com/openclaw/openclaw/pull/68755",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T01:12:44Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68667,
+            "title": "security(gateway): route hook completion events to the target agent's session",
+            "url": "https://github.com/openclaw/openclaw/pull/68667",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T18:54:50Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68658,
+            "title": "security(ci): hoist docker-release manifest run: expressions into step env",
+            "url": "https://github.com/openclaw/openclaw/pull/68658",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T17:54:45Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "coletebou",
       "name": "Cole",
@@ -7721,12 +7798,12 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Awirjo",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Awirjo",
       "repo_first_seen_at": "2026-04-06T11:49:31Z",
-      "repo_last_seen_at": "2026-04-19T00:20:52Z",
+      "repo_last_seen_at": "2026-04-19T00:22:37Z",
       "repo_primary_artifact_count": 6,
-      "repo_artifact_count": 29,
+      "repo_artifact_count": 30,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 6,
-      "snapshot_comment_count": 22,
+      "snapshot_comment_count": 23,
       "snapshot_review_count": 1,
       "snapshot_review_comment_count": 0,
       "repo_association": "CONTRIBUTOR",
@@ -8424,83 +8501,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "bluesky6868",
-      "name": "Rugang",
-      "profile_url": "https://github.com/bluesky6868",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abluesky6868",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abluesky6868",
-      "repo_first_seen_at": "2026-04-17T22:26:25Z",
-      "repo_last_seen_at": "2026-04-18T19:06:29Z",
-      "repo_primary_artifact_count": 5,
-      "repo_artifact_count": 11,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 5,
-      "snapshot_comment_count": 4,
-      "snapshot_review_count": 1,
-      "snapshot_review_comment_count": 1,
-      "repo_association": "NONE",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 3181,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share; no visible non-self stars; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 1,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 1,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 1.0,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 68667,
-            "title": "security(gateway): route hook completion events to the target agent's session",
-            "url": "https://github.com/openclaw/openclaw/pull/68667",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T18:54:50Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 68658,
-            "title": "security(ci): hoist docker-release manifest run: expressions into step env",
-            "url": "https://github.com/openclaw/openclaw/pull/68658",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T17:54:45Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 68456,
-            "title": "security(media): anchor sanitizeMimeType regex to reject malformed input",
-            "url": "https://github.com/openclaw/openclaw/pull/68456",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T07:35:10Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "defonota3box",
       "name": null,
@@ -10238,6 +10238,83 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "Kailigithub",
+      "name": null,
+      "profile_url": "https://github.com/Kailigithub",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AKailigithub",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AKailigithub",
+      "repo_first_seen_at": "2026-04-19T01:02:35Z",
+      "repo_last_seen_at": "2026-04-19T01:10:56Z",
+      "repo_primary_artifact_count": 4,
+      "repo_artifact_count": 4,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 4,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "NONE",
+      "new_to_repo": true,
+      "first_seen_in_snapshot": true,
+      "known_via_prior_merged_pr": false,
+      "report_reason": "first_seen_in_snapshot",
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": 4001,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 11,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 11,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 1.0,
+        "distinct_repos_with_authored_prs": 2,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68754,
+            "title": "fix: remove unconditional heredoc approval in allowlist mode",
+            "url": "https://github.com/openclaw/openclaw/pull/68754",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T01:10:56Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68750,
+            "title": "fix: handle MiniMax prompt_cache_hit_tokens to prevent token double-counting",
+            "url": "https://github.com/openclaw/openclaw/pull/68750",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T01:04:20Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68749,
+            "title": "fix: enable stream_options.include_usage for local openai-completions endpoints",
+            "url": "https://github.com/openclaw/openclaw/pull/68749",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T01:03:09Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "KeWang0622",
       "name": "Ke Wang",
@@ -11519,6 +11596,104 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "LightDriverCS",
+      "name": "Cory Shelton",
+      "profile_url": "https://github.com/LightDriverCS",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALightDriverCS",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALightDriverCS",
+      "repo_first_seen_at": "2026-04-13T22:53:03Z",
+      "repo_last_seen_at": "2026-04-19T00:23:54Z",
+      "repo_primary_artifact_count": 5,
+      "repo_artifact_count": 6,
+      "snapshot_issue_count": 2,
+      "snapshot_pr_count": 3,
+      "snapshot_comment_count": 1,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "NONE",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 89,
+      "young_account": true,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "very new account; high open PR share; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 2,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 2,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 1.0,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68736,
+            "title": "fix(memory-wiki): standardize page schema + repair pipeline",
+            "url": "https://github.com/openclaw/openclaw/pull/68736",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T00:23:07Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68335,
+            "title": "fix(memory-core): activate on wiki CLI subcommand",
+            "url": "https://github.com/openclaw/openclaw/pull/68335",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T00:00:33Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68334,
+            "title": "fix(memory): split restoreMemoryPluginState into restore/merge for cache-hit bug",
+            "url": "https://github.com/openclaw/openclaw/pull/68334",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T00:00:29Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 68723,
+            "title": "memory-core: cron-fired dreaming writes raw memory snippets to DREAMS.md because subagent runtime is request-scoped",
+            "url": "https://github.com/openclaw/openclaw/issues/68723",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-04-18T23:23:27Z"
+          },
+          {
+            "kind": "issue",
+            "number": 66194,
+            "title": "Feature Request: Slack Socket Mode slash command event handling",
+            "url": "https://github.com/openclaw/openclaw/issues/66194",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-04-13T22:53:03Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "yoanndefay",
       "name": null,
@@ -11761,6 +11936,83 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "alexlomt",
+      "name": null,
+      "profile_url": "https://github.com/alexlomt",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aalexlomt",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aalexlomt",
+      "repo_first_seen_at": "2026-04-14T18:25:56Z",
+      "repo_last_seen_at": "2026-04-19T00:57:31Z",
+      "repo_primary_artifact_count": 3,
+      "repo_artifact_count": 18,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 3,
+      "snapshot_comment_count": 5,
+      "snapshot_review_count": 5,
+      "snapshot_review_comment_count": 5,
+      "repo_association": "NONE",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 582,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 2,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 2,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 1.0,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68741,
+            "title": "fix(acpx): avoid per-session MCP on openclaw bridge",
+            "url": "https://github.com/openclaw/openclaw/pull/68741",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T00:47:38Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 66884,
+            "title": "fix(ci): harden release checks workflow inputs",
+            "url": "https://github.com/openclaw/openclaw/pull/66884",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-15T00:22:58Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 66735,
+            "title": "fix(daemon): hand off systemd self-restarts",
+            "url": "https://github.com/openclaw/openclaw/pull/66735",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-14T18:25:56Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "Ante042",
       "name": "Ante",
@@ -11838,6 +12090,83 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "chrisabad",
+      "name": null,
+      "profile_url": "https://github.com/chrisabad",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achrisabad",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achrisabad",
+      "repo_first_seen_at": "2026-04-18T02:47:00Z",
+      "repo_last_seen_at": "2026-04-19T00:58:23Z",
+      "repo_primary_artifact_count": 3,
+      "repo_artifact_count": 3,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 3,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "NONE",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 2185,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 1,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 1.0,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68745,
+            "title": "fix(slack): share HTTP route registry via globalThis across module instances",
+            "url": "https://github.com/openclaw/openclaw/pull/68745",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T00:58:23Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68381,
+            "title": "feat: add maxExecutionMs per-task timeout to command lane",
+            "url": "https://github.com/openclaw/openclaw/pull/68381",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T03:36:42Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68372,
+            "title": "feat: add session-persistence truncation cap for tool results",
+            "url": "https://github.com/openclaw/openclaw/pull/68372",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T02:47:00Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "damselem",
       "name": "Daniel Salmer\u00f3n Amselem",
@@ -14229,104 +14558,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "RedParrotBerkeley",
-      "name": "Mike",
-      "profile_url": "https://github.com/RedParrotBerkeley",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ARedParrotBerkeley",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ARedParrotBerkeley",
-      "repo_first_seen_at": "2026-04-10T16:29:40Z",
-      "repo_last_seen_at": "2026-04-17T17:22:57Z",
-      "repo_primary_artifact_count": 5,
-      "repo_artifact_count": 12,
-      "snapshot_issue_count": 3,
-      "snapshot_pr_count": 2,
-      "snapshot_comment_count": 7,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "NONE",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 1107,
-      "young_account": false,
-      "follow_through_score": "mixed",
-      "breadth_score": "moderate",
-      "automation_risk_signal": "low",
-      "heuristic_note": "\u2014",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 7,
-        "merged_pr_count": 4,
-        "closed_unmerged_pr_count": 1,
-        "open_pr_count": 2,
-        "merged_pr_rate": 0.5714,
-        "closed_unmerged_pr_rate": 0.1429,
-        "still_open_pr_rate": 0.2857,
-        "distinct_repos_with_authored_prs": 6,
-        "distinct_repos_with_open_prs": 2
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 68217,
-            "title": "Harden localized docs link scheme checks",
-            "url": "https://github.com/openclaw/openclaw/pull/68217",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-17T17:10:33Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 65065,
-            "title": "Add missing message channel admin subcommands",
-            "url": "https://github.com/openclaw/openclaw/pull/65065",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-12T00:26:49Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 66927,
-            "title": "Feature: deterministic handoff from user-invocable skills to plugin tools",
-            "url": "https://github.com/openclaw/openclaw/issues/66927",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-04-15T01:48:37Z"
-          },
-          {
-            "kind": "issue",
-            "number": 64929,
-            "title": "Browser tool is unexpectedly slow in local managed Brave mode due to per-action CDP attach/discovery overhead",
-            "url": "https://github.com/openclaw/openclaw/issues/64929",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-04-11T17:13:34Z"
-          },
-          {
-            "kind": "issue",
-            "number": 64402,
-            "title": "Discord provider advertises channel/thread create actions, but agent runtime lacks a documented/invokable path",
-            "url": "https://github.com/openclaw/openclaw/issues/64402",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-04-10T16:29:40Z"
-          }
-        ]
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "frankhli843",
       "name": "Frank Haolun Li",
@@ -14679,94 +14910,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "LightDriverCS",
-      "name": "Cory Shelton",
-      "profile_url": "https://github.com/LightDriverCS",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALightDriverCS",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALightDriverCS",
-      "repo_first_seen_at": "2026-04-13T22:53:03Z",
-      "repo_last_seen_at": "2026-04-18T23:23:27Z",
-      "repo_primary_artifact_count": 4,
-      "repo_artifact_count": 4,
-      "snapshot_issue_count": 2,
-      "snapshot_pr_count": 2,
-      "snapshot_comment_count": 0,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "NONE",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 89,
-      "young_account": true,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "medium",
-      "heuristic_note": "very new account; high open PR share; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 2,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 2,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 1.0,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 68335,
-            "title": "fix(memory-core): activate on wiki CLI subcommand",
-            "url": "https://github.com/openclaw/openclaw/pull/68335",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T00:00:33Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 68334,
-            "title": "fix(memory): split restoreMemoryPluginState into restore/merge for cache-hit bug",
-            "url": "https://github.com/openclaw/openclaw/pull/68334",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T00:00:29Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 68723,
-            "title": "memory-core: cron-fired dreaming writes raw memory snippets to DREAMS.md because subagent runtime is request-scoped",
-            "url": "https://github.com/openclaw/openclaw/issues/68723",
-            "state": "closed",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-04-18T23:23:27Z"
-          },
-          {
-            "kind": "issue",
-            "number": 66194,
-            "title": "Feature Request: Slack Socket Mode slash command event handling",
-            "url": "https://github.com/openclaw/openclaw/issues/66194",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-04-13T22:53:03Z"
-          }
-        ]
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "shaun0927",
       "name": "Junghwan",
@@ -15779,73 +15922,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "alexlomt",
-      "name": null,
-      "profile_url": "https://github.com/alexlomt",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aalexlomt",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aalexlomt",
-      "repo_first_seen_at": "2026-04-14T18:25:56Z",
-      "repo_last_seen_at": "2026-04-18T10:59:50Z",
-      "repo_primary_artifact_count": 2,
-      "repo_artifact_count": 15,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 2,
-      "snapshot_comment_count": 5,
-      "snapshot_review_count": 4,
-      "snapshot_review_comment_count": 4,
-      "repo_association": "NONE",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 582,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 2,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 2,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 1.0,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 66884,
-            "title": "fix(ci): harden release checks workflow inputs",
-            "url": "https://github.com/openclaw/openclaw/pull/66884",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-15T00:22:58Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 66735,
-            "title": "fix(daemon): hand off systemd self-restarts",
-            "url": "https://github.com/openclaw/openclaw/pull/66735",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-14T18:25:56Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "Aliciawque",
       "name": null,
@@ -16248,73 +16324,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "chrisabad",
-      "name": null,
-      "profile_url": "https://github.com/chrisabad",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achrisabad",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achrisabad",
-      "repo_first_seen_at": "2026-04-18T02:47:00Z",
-      "repo_last_seen_at": "2026-04-18T03:36:42Z",
-      "repo_primary_artifact_count": 2,
-      "repo_artifact_count": 2,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 2,
-      "snapshot_comment_count": 0,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "NONE",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 2185,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 1,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 1,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 1.0,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 68381,
-            "title": "feat: add maxExecutionMs per-task timeout to command lane",
-            "url": "https://github.com/openclaw/openclaw/pull/68381",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T03:36:42Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 68372,
-            "title": "feat: add session-persistence truncation cap for tool results",
-            "url": "https://github.com/openclaw/openclaw/pull/68372",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-18T02:47:00Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "dallylee",
       "name": null,
@@ -19018,14 +19027,14 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Astroupaloop",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Astroupaloop",
       "repo_first_seen_at": "2026-04-18T14:50:16Z",
-      "repo_last_seen_at": "2026-04-19T00:01:19Z",
+      "repo_last_seen_at": "2026-04-19T01:21:48Z",
       "repo_primary_artifact_count": 2,
-      "repo_artifact_count": 3,
+      "repo_artifact_count": 11,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 2,
       "snapshot_comment_count": 1,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
+      "snapshot_review_count": 4,
+      "snapshot_review_comment_count": 4,
       "repo_association": "NONE",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -21278,6 +21287,104 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "RedParrotBerkeley",
+      "name": "Mike",
+      "profile_url": "https://github.com/RedParrotBerkeley",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ARedParrotBerkeley",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ARedParrotBerkeley",
+      "repo_first_seen_at": "2026-04-10T16:29:40Z",
+      "repo_last_seen_at": "2026-04-17T17:22:57Z",
+      "repo_primary_artifact_count": 5,
+      "repo_artifact_count": 12,
+      "snapshot_issue_count": 3,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 7,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "NONE",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 1107,
+      "young_account": false,
+      "follow_through_score": "mixed",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "\u2014",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 7,
+        "merged_pr_count": 4,
+        "closed_unmerged_pr_count": 1,
+        "open_pr_count": 2,
+        "merged_pr_rate": 0.5714,
+        "closed_unmerged_pr_rate": 0.1429,
+        "still_open_pr_rate": 0.2857,
+        "distinct_repos_with_authored_prs": 6,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68217,
+            "title": "Harden localized docs link scheme checks",
+            "url": "https://github.com/openclaw/openclaw/pull/68217",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-17T17:10:33Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 65065,
+            "title": "Add missing message channel admin subcommands",
+            "url": "https://github.com/openclaw/openclaw/pull/65065",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-12T00:26:49Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 66927,
+            "title": "Feature: deterministic handoff from user-invocable skills to plugin tools",
+            "url": "https://github.com/openclaw/openclaw/issues/66927",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-04-15T01:48:37Z"
+          },
+          {
+            "kind": "issue",
+            "number": 64929,
+            "title": "Browser tool is unexpectedly slow in local managed Brave mode due to per-action CDP attach/discovery overhead",
+            "url": "https://github.com/openclaw/openclaw/issues/64929",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-04-11T17:13:34Z"
+          },
+          {
+            "kind": "issue",
+            "number": 64402,
+            "title": "Discord provider advertises channel/thread create actions, but agent runtime lacks a documented/invokable path",
+            "url": "https://github.com/openclaw/openclaw/issues/64402",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-04-10T16:29:40Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "ggzeng",
       "name": "Gavin Zeng",
@@ -26419,12 +26526,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
-      "new_to_repo": true,
-      "first_seen_in_snapshot": true,
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 3517,
       "young_account": false,
       "follow_through_score": "weak",
@@ -32158,6 +32265,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "bohell",
+      "name": "Zhilong",
+      "profile_url": "https://github.com/bohell",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abohell",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abohell",
+      "repo_first_seen_at": "2026-04-19T00:35:02Z",
+      "repo_last_seen_at": "2026-04-19T00:35:02Z",
+      "repo_primary_artifact_count": 1,
+      "repo_artifact_count": 1,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "NONE",
+      "new_to_repo": true,
+      "first_seen_in_snapshot": true,
+      "known_via_prior_merged_pr": false,
+      "report_reason": "first_seen_in_snapshot",
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": 3914,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 1,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 1.0,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68737,
+            "title": "fix(mattermost): auto-reconnect WebSocket after consecutive health check failures",
+            "url": "https://github.com/openclaw/openclaw/pull/68737",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T00:35:02Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "BowieSequoia",
       "name": null,
@@ -35593,14 +35757,14 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Agarrytan",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Agarrytan",
       "repo_first_seen_at": "2026-04-18T23:01:38Z",
-      "repo_last_seen_at": "2026-04-18T23:10:12Z",
+      "repo_last_seen_at": "2026-04-19T00:48:26Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 2,
+      "repo_artifact_count": 15,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 1,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
+      "snapshot_comment_count": 2,
+      "snapshot_review_count": 6,
+      "snapshot_review_comment_count": 6,
       "repo_association": "NONE",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -35637,7 +35801,7 @@
             "url": "https://github.com/openclaw/openclaw/pull/68718",
             "state": "open",
             "merged": false,
-            "draft": true,
+            "draft": false,
             "created_at": "2026-04-18T23:01:38Z"
           }
         ],
@@ -42177,12 +42341,12 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anikilster",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anikilster",
       "repo_first_seen_at": "2026-04-11T23:06:15Z",
-      "repo_last_seen_at": "2026-04-17T19:00:57Z",
+      "repo_last_seen_at": "2026-04-19T00:35:26Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 9,
+      "repo_artifact_count": 10,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 8,
+      "snapshot_comment_count": 9,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
@@ -44631,63 +44795,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "rwang23",
-      "name": "Des",
-      "profile_url": "https://github.com/rwang23",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Arwang23",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arwang23",
-      "repo_first_seen_at": "2026-04-12T00:55:49Z",
-      "repo_last_seen_at": "2026-04-12T00:55:49Z",
-      "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 1,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 0,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "NONE",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 4201,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 2,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 2,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 1.0,
-        "distinct_repos_with_authored_prs": 2,
-        "distinct_repos_with_open_prs": 2
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 65073,
-            "title": "feat(memory): add google-vertex embedding support for builtin memory",
-            "url": "https://github.com/openclaw/openclaw/pull/65073",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-12T00:55:49Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "saamuelng601-pixel",
       "name": null,
@@ -45210,12 +45317,12 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asecondfry",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asecondfry",
       "repo_first_seen_at": "2026-04-13T19:30:49Z",
-      "repo_last_seen_at": "2026-04-18T20:48:05Z",
+      "repo_last_seen_at": "2026-04-19T01:06:10Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 24,
+      "repo_artifact_count": 25,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 5,
+      "snapshot_comment_count": 6,
       "snapshot_review_count": 9,
       "snapshot_review_comment_count": 9,
       "repo_association": "NONE",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260419T002035Z`
-- Generated: `2026-04-19T00:22:15Z`
+- Snapshot: `20260419T012035Z`
+- Generated: `2026-04-19T01:22:34Z`
 - Activity window: `7d`
-- Contributors: `716`
+- Contributors: `717`
 
 ## Summary
 
@@ -13,13 +13,13 @@
 | `vincentkoc` | [profile](https://github.com/vincentkoc) | no | MEMBER | 6420d | `2026-02-03T19:03:56Z` | 54 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `100yenadmin` | [profile](https://github.com/100yenadmin) | no | CONTRIBUTOR | 178d | `2026-03-15T18:31:56Z` | 51 | 49 | weak | moderate | medium | young account; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `hclsys` | [profile](https://github.com/hclsys) | no | CONTRIBUTOR | 4339d | `2026-01-29T06:32:51Z` | 41 | 0 | weak | low | high | very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
+| `neeravmakwana` | [profile](https://github.com/neeravmakwana) | no | CONTRIBUTOR | 64d | `2026-02-24T02:57:36Z` | 40 | 0 | weak | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `nightq` | [profile](https://github.com/nightq) | no | CONTRIBUTOR | 4825d | `2026-04-01T13:17:35Z` | 39 | 1 | weak | low | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
-| `neeravmakwana` | [profile](https://github.com/neeravmakwana) | no | CONTRIBUTOR | 64d | `2026-02-24T02:57:36Z` | 38 | 0 | weak | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `w-sss` | [profile](https://github.com/w-sss) | no | CONTRIBUTOR | 391d | `2026-03-16T09:14:04Z` | 34 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Takhoffman` | [profile](https://github.com/Takhoffman) | no | CONTRIBUTOR | 5455d | `2026-01-27T16:37:08Z` | 32 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
 | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 735d | `2026-03-03T03:34:57Z` | 31 | 11 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
+| `kagura-agent` | [profile](https://github.com/kagura-agent) | no | CONTRIBUTOR | 32d | `2026-03-18T00:16:55Z` | 30 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
 | `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 30 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
-| `kagura-agent` | [profile](https://github.com/kagura-agent) | no | CONTRIBUTOR | 32d | `2026-03-18T00:16:55Z` | 28 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
 | `eleqtrizit` | [profile](https://github.com/eleqtrizit) | no | CONTRIBUTOR | 3150d | `2026-04-07T18:17:36Z` | 23 | 0 | strong | low | low | targets high-star repos |
 | `oraculoos` | [profile](https://github.com/oraculoos) | no | NONE | ?d | `2026-04-14T13:16:27Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
 | `coygeek` | [profile](https://github.com/coygeek) | no | CONTRIBUTOR | 2164d | `2026-01-31T03:06:37Z` | 19 | 20 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -69,30 +69,31 @@
 | `loongfay` | [profile](https://github.com/loongfay) | no | NONE | 3732d | `2026-04-15T14:58:37Z` | 8 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `visionik` | [profile](https://github.com/visionik) | no | CONTRIBUTOR | 6279d | `2026-01-02T09:08:10Z` | 8 | 1 | weak | moderate | low | many recent closed-unmerged PRs |
 | `Angfr95` | [profile](https://github.com/Angfr95) | no | NONE | 641d | `2026-04-14T04:39:29Z` | 8 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 8 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
 | `draix` | [profile](https://github.com/draix) | no | NONE | 5822d | `2026-04-12T04:34:31Z` | 8 | 0 | weak | moderate | low | high recent PR volume; high open PR share |
 | `duqaXxX` | [profile](https://github.com/duqaXxX) | no | CONTRIBUTOR | 4000d | `2026-04-09T23:20:27Z` | 8 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `jlapenna` | [profile](https://github.com/jlapenna) | no | CONTRIBUTOR | 6304d | `2026-04-03T04:12:38Z` | 8 | 0 | weak | low | low | high open PR share |
 | `Magicray1217` | [profile](https://github.com/Magicray1217) | no | NONE | 34d | `2026-04-13T10:47:52Z` | 8 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `onutc` | [profile](https://github.com/onutc) | no | CONTRIBUTOR | 874d | `2026-01-08T12:30:20Z` | 8 | 0 | strong | low | low | targets high-star repos |
 | `OwenYWT` | [profile](https://github.com/OwenYWT) | no | CONTRIBUTOR | 1471d | `2026-04-10T09:45:23Z` | 8 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `suboss87` | [profile](https://github.com/suboss87) | no | CONTRIBUTOR | 4078d | `2026-03-13T04:40:38Z` | 8 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `mjamiv` | [profile](https://github.com/mjamiv) | no | CONTRIBUTOR | 977d | `2026-04-08T18:58:33Z` | 7 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 | `asakir44` | [profile](https://github.com/asakir44) | no | NONE | 440d | `2026-04-13T14:53:54Z` | 7 | 1 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `masatohoshino` | [profile](https://github.com/masatohoshino) | no | CONTRIBUTOR | 138d | `2026-02-25T18:12:54Z` | 7 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `nxmxbbd` | [profile](https://github.com/nxmxbbd) | no | CONTRIBUTOR | 6373d | `2026-03-05T20:12:25Z` | 7 | 1 | n/a | low | low | no visible non-self stars |
 | `rubencu` | [profile](https://github.com/rubencu) | no | CONTRIBUTOR | 4684d | `2026-04-13T11:49:44Z` | 7 | 1 | mixed | low | low | high open PR share; targets high-star repos |
-| `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 7 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
 | `coder999999999` | [profile](https://github.com/coder999999999) | no | NONE | 1804d | `2026-04-12T06:08:33Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ImLukeF` | [profile](https://github.com/ImLukeF) | no | MEMBER | 1650d | `2026-03-10T16:03:05Z` | 7 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `likewen-tech` | [profile](https://github.com/likewen-tech) | no | NONE | 477d | `2026-04-17T13:44:27Z` | 7 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Mlightsnow` | [profile](https://github.com/Mlightsnow) | no | CONTRIBUTOR | 1899d | `2026-04-09T22:29:10Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | NONE | 1526d | `2026-04-14T18:43:33Z` | 7 | 0 | mixed | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
 | `oliviareid-svg` | [profile](https://github.com/oliviareid-svg) | no | CONTRIBUTOR | 27d | `2026-03-22T06:41:01Z` | 7 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `suboss87` | [profile](https://github.com/suboss87) | no | CONTRIBUTOR | 4078d | `2026-03-13T04:40:38Z` | 7 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `wade-microblueworld` | [profile](https://github.com/wade-microblueworld) | no | NONE | 2336d | `2026-04-17T10:35:38Z` | 7 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `BKF-Gitty` | [profile](https://github.com/BKF-Gitty) | no | CONTRIBUTOR | 53d | `2026-04-11T18:30:35Z` | 6 | 2 | strong | low | low | very new account; targets high-star repos |
 | `chinar-amrutkar` | [profile](https://github.com/chinar-amrutkar) | no | CONTRIBUTOR | 3502d | `2026-03-03T22:36:15Z` | 6 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `masatohoshino` | [profile](https://github.com/masatohoshino) | no | CONTRIBUTOR | 138d | `2026-02-25T18:12:54Z` | 6 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `yfge` | [profile](https://github.com/yfge) | no | CONTRIBUTOR | 5272d | `2026-02-16T06:14:40Z` | 6 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `amittell` | [profile](https://github.com/amittell) | no | CONTRIBUTOR | 5191d | `2026-02-23T20:22:28Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `bluesky6868` | [profile](https://github.com/bluesky6868) | no | NONE | 3181d | `2026-04-17T22:26:25Z` | 6 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `coletebou` | [profile](https://github.com/coletebou) | no | NONE | 3993d | `2026-02-03T13:22:50Z` | 6 | 0 | mixed | low | low | targets high-star repos |
 | `enis-uys` | [profile](https://github.com/enis-uys) | no | NONE | 1412d | `2026-03-14T22:33:28Z` | 6 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `jjmk6` | [profile](https://github.com/jjmk6) | no | NONE | 254d | `2026-04-17T13:50:46Z` | 6 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
@@ -109,7 +110,6 @@
 | `rmfalco89` | [profile](https://github.com/rmfalco89) | no | NONE | 4592d | `2026-02-08T21:18:55Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `sliverp` | [profile](https://github.com/sliverp) | no | MEMBER | 2933d | `2026-02-06T14:44:05Z` | 5 | 1 | mixed | low | low | targets high-star repos |
 | `altaywtf` | [profile](https://github.com/altaywtf) | no | MEMBER | 4168d | `2026-03-01T16:30:13Z` | 5 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `bluesky6868` | [profile](https://github.com/bluesky6868) | no | NONE | 3181d | `2026-04-17T22:26:25Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `defonota3box` | [profile](https://github.com/defonota3box) | no | NONE | 121d | `2026-04-13T22:54:16Z` | 5 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `GaosCode` | [profile](https://github.com/GaosCode) | no | CONTRIBUTOR | 632d | `2026-04-09T08:32:17Z` | 5 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `jasonmakr` | [profile](https://github.com/jasonmakr) | no | NONE | 39d | `2026-04-18T02:14:36Z` | 5 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
@@ -131,6 +131,7 @@
 | `dutifulbob` | [profile](https://github.com/dutifulbob) | no | CONTRIBUTOR | 60d | `2026-02-22T13:07:44Z` | 4 | 0 | strong | moderate | low | very new account; high recent PR volume; no visible non-self stars |
 | `holeshotclaw` | [profile](https://github.com/holeshotclaw) | no | NONE | 12d | `2026-04-14T22:45:43Z` | 4 | 0 | n/a | low | medium | very new account; no visible non-self stars |
 | `hoyanhan` | [profile](https://github.com/hoyanhan) | no | NONE | 2697d | `2026-04-16T11:24:49Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `Kailigithub` | [profile](https://github.com/Kailigithub) | yes | NONE | 4001d | `2026-04-19T01:02:35Z` | 4 | 0 | weak | low | low | high open PR share |
 | `KeWang0622` | [profile](https://github.com/KeWang0622) | no | NONE | 3176d | `2026-04-12T22:12:52Z` | 4 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `moorsecopers99` | [profile](https://github.com/moorsecopers99) | no | NONE | 2665d | `2026-04-15T11:43:40Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `RoLuoGan` | [profile](https://github.com/RoLuoGan) | no | NONE | 575d | `2026-04-14T03:58:53Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -146,10 +147,13 @@
 | `jinon86` | [profile](https://github.com/jinon86) | no | NONE | 137d | `2026-04-17T15:05:24Z` | 3 | 4 | weak | low | medium | young account; high open PR share; no visible non-self stars |
 | `Ziy1-Tan` | [profile](https://github.com/Ziy1-Tan) | no | CONTRIBUTOR | 2560d | `2026-03-16T02:45:15Z` | 3 | 3 | mixed | low | low | high open PR share; targets high-star repos |
 | `anyech` | [profile](https://github.com/anyech) | no | NONE | 4236d | `2026-02-23T04:42:33Z` | 3 | 2 | weak | low | low | high open PR share; targets high-star repos |
+| `LightDriverCS` | [profile](https://github.com/LightDriverCS) | no | NONE | 89d | `2026-04-13T22:53:03Z` | 3 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `yoanndefay` | [profile](https://github.com/yoanndefay) | no | NONE | 2166d | `2026-04-13T15:13:19Z` | 3 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `akinshaywai` | [profile](https://github.com/akinshaywai) | no | NONE | 1855d | `2026-04-15T23:06:37Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `alekseivarin-gif` | [profile](https://github.com/alekseivarin-gif) | no | NONE | 0d | `2026-04-18T13:06:54Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `alexlomt` | [profile](https://github.com/alexlomt) | no | NONE | 582d | `2026-04-14T18:25:56Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Ante042` | [profile](https://github.com/Ante042) | no | NONE | 2859d | `2026-04-18T13:02:47Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `chrisabad` | [profile](https://github.com/chrisabad) | no | NONE | 2185d | `2026-04-18T02:47:00Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `damselem` | [profile](https://github.com/damselem) | no | CONTRIBUTOR | 6104d | `2026-04-12T09:37:25Z` | 3 | 0 | n/a | low | low | no visible non-self stars |
 | `evgyur` | [profile](https://github.com/evgyur) | no | NONE | 1222d | `2026-04-17T22:56:05Z` | 3 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `GameWorldsDEV` | [profile](https://github.com/GameWorldsDEV) | no | NONE | 609d | `2026-03-22T22:51:07Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
@@ -178,12 +182,10 @@
 | `OpenCodeEngineer` | [profile](https://github.com/OpenCodeEngineer) | no | CONTRIBUTOR | 61d | `2026-04-11T01:14:43Z` | 2 | 9 | strong | low | low | very new account; no visible non-self stars; targets high-star repos |
 | `717986230` | [profile](https://github.com/717986230) | no | NONE | 1852d | `2026-04-13T02:48:11Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
 | `leaderlemon` | [profile](https://github.com/leaderlemon) | no | NONE | 1559d | `2026-04-13T09:58:26Z` | 2 | 3 | weak | low | low | targets high-star repos |
-| `RedParrotBerkeley` | [profile](https://github.com/RedParrotBerkeley) | no | NONE | 1107d | `2026-04-10T16:29:40Z` | 2 | 3 | mixed | moderate | low | — |
 | `frankhli843` | [profile](https://github.com/frankhli843) | no | NONE | 2499d | `2026-04-17T16:19:07Z` | 2 | 2 | mixed | low | low | — |
 | `hansolo949` | [profile](https://github.com/hansolo949) | no | NONE | 297d | `2026-04-12T08:08:29Z` | 2 | 2 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `jensenwang560-blip` | [profile](https://github.com/jensenwang560-blip) | no | NONE | 36d | `2026-04-13T07:35:13Z` | 2 | 2 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `johnlanni` | [profile](https://github.com/johnlanni) | no | NONE | 4436d | `2026-02-04T02:56:19Z` | 2 | 2 | mixed | low | low | — |
-| `LightDriverCS` | [profile](https://github.com/LightDriverCS) | no | NONE | 89d | `2026-04-13T22:53:03Z` | 2 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `shaun0927` | [profile](https://github.com/shaun0927) | no | NONE | 2053d | `2026-04-16T12:23:24Z` | 2 | 2 | mixed | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
 | `zongqichen` | [profile](https://github.com/zongqichen) | no | NONE | 1030d | `2026-04-14T13:18:08Z` | 2 | 2 | weak | low | low | targets high-star repos |
 | `188080501` | [profile](https://github.com/188080501) | no | NONE | 4410d | `2026-03-03T12:01:36Z` | 2 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -197,14 +199,12 @@
 | `wzhgba` | [profile](https://github.com/wzhgba) | no | NONE | 4060d | `2026-04-14T16:57:48Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `ademczuk` | [profile](https://github.com/ademczuk) | no | CONTRIBUTOR | 4629d | `2026-02-23T17:59:33Z` | 2 | 0 | weak | low | low | targets high-star repos |
 | `akashmahlaz` | [profile](https://github.com/akashmahlaz) | no | NONE | 452d | `2026-04-16T07:39:37Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `alexlomt` | [profile](https://github.com/alexlomt) | no | NONE | 582d | `2026-04-14T18:25:56Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Aliciawque` | [profile](https://github.com/Aliciawque) | no | NONE | 734d | `2026-04-15T03:33:14Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `AstronautGumbo` | [profile](https://github.com/AstronautGumbo) | no | NONE | 471d | `2026-04-18T13:07:48Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `benholl94-cmyk` | [profile](https://github.com/benholl94-cmyk) | no | NONE | 6d | `2026-04-15T00:20:23Z` | 2 | 0 | n/a | low | medium | very new account; no visible non-self stars |
 | `bettert0n` | [profile](https://github.com/bettert0n) | no | NONE | 2828d | `2026-04-17T16:36:34Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `bin448482` | [profile](https://github.com/bin448482) | no | NONE | 3832d | `2026-04-12T12:14:05Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `chris-yyau` | [profile](https://github.com/chris-yyau) | no | CONTRIBUTOR | 89d | `2026-04-16T13:56:07Z` | 2 | 0 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `chrisabad` | [profile](https://github.com/chrisabad) | no | NONE | 2185d | `2026-04-18T02:47:00Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `dallylee` | [profile](https://github.com/dallylee) | no | CONTRIBUTOR | 1081d | `2026-04-14T09:55:39Z` | 2 | 0 | weak | moderate | low | high open PR share |
 | `EdderTalmor` | [profile](https://github.com/EdderTalmor) | no | CONTRIBUTOR | 2678d | `2026-04-12T02:32:19Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `ender-wiggin-ai` | [profile](https://github.com/ender-wiggin-ai) | no | NONE | 40d | `2026-04-16T16:39:39Z` | 2 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -275,6 +275,7 @@
 | `IVY-AI-gif` | [profile](https://github.com/IVY-AI-gif) | no | CONTRIBUTOR | 2223d | `2026-03-22T16:01:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `latenighthackathon` | [profile](https://github.com/latenighthackathon) | no | NONE | 84d | `2026-04-10T15:42:36Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `richardclawbot` | [profile](https://github.com/richardclawbot) | no | NONE | 31d | `2026-04-10T17:07:12Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
+| `RedParrotBerkeley` | [profile](https://github.com/RedParrotBerkeley) | no | NONE | 1107d | `2026-04-10T16:29:40Z` | 2 | 3 | mixed | moderate | low | — |
 | `ggzeng` | [profile](https://github.com/ggzeng) | no | NONE | 3560d | `2026-04-09T09:35:59Z` | 2 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `amzzzzzzz` | [profile](https://github.com/amzzzzzzz) | no | CONTRIBUTOR | 850d | `2026-02-12T03:22:43Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `dorukardahan` | [profile](https://github.com/dorukardahan) | no | CONTRIBUTOR | 3001d | `2026-02-18T22:33:42Z` | 2 | 1 | mixed | moderate | low | — |
@@ -344,7 +345,7 @@
 | `DevInvestor` | [profile](https://github.com/DevInvestor) | no | NONE | 104d | `2026-03-24T13:05:09Z` | 1 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Dithilli` | [profile](https://github.com/Dithilli) | no | CONTRIBUTOR | 2832d | `2026-02-19T14:54:20Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `Dodo1021` | [profile](https://github.com/Dodo1021) | no | NONE | 659d | `2026-03-24T00:01:31Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
-| `dyz2102` | [profile](https://github.com/dyz2102) | yes | NONE | 3517d | `2026-04-18T23:47:21Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `dyz2102` | [profile](https://github.com/dyz2102) | no | NONE | 3517d | `2026-04-18T23:47:21Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `earon-han` | [profile](https://github.com/earon-han) | no | NONE | 117d | `2026-04-16T09:54:34Z` | 1 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `epanonymous` | [profile](https://github.com/epanonymous) | no | NONE | 1621d | `2026-01-31T02:07:36Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `fmercurio` | [profile](https://github.com/fmercurio) | no | CONTRIBUTOR | 3818d | `2026-02-20T17:19:44Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -435,6 +436,7 @@
 | `bmadwaves` | [profile](https://github.com/bmadwaves) | no | NONE | 443d | `2026-04-17T16:54:06Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `bobgee00001-beep` | [profile](https://github.com/bobgee00001-beep) | no | NONE | 63d | `2026-04-13T18:14:21Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `bogdanovich` | [profile](https://github.com/bogdanovich) | no | NONE | 4623d | `2026-04-12T03:44:21Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `bohell` | [profile](https://github.com/bohell) | yes | NONE | 3914d | `2026-04-19T00:35:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `BowieSequoia` | [profile](https://github.com/BowieSequoia) | no | NONE | 13d | `2026-04-16T22:01:14Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `brospan` | [profile](https://github.com/brospan) | no | NONE | 515d | `2026-04-15T14:27:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `BruceMacD` | [profile](https://github.com/BruceMacD) | no | CONTRIBUTOR | 4547d | `2026-01-31T06:12:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -653,7 +655,6 @@
 | `rommanali-spec` | [profile](https://github.com/rommanali-spec) | no | NONE | 242d | `2026-04-13T16:08:39Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `rudi193-cmd` | [profile](https://github.com/rudi193-cmd) | no | NONE | 190d | `2026-04-16T19:11:32Z` | 1 | 0 | mixed | moderate | low | young account; high open PR share; no visible non-self stars |
 | `rvajustin` | [profile](https://github.com/rvajustin) | no | NONE | 4443d | `2026-04-17T17:57:49Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `rwang23` | [profile](https://github.com/rwang23) | no | NONE | 4201d | `2026-04-12T00:55:49Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `saamuelng601-pixel` | [profile](https://github.com/saamuelng601-pixel) | no | CONTRIBUTOR | 7d | `2026-04-15T03:46:53Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `sagarpswc` | [profile](https://github.com/sagarpswc) | no | NONE | 164d | `2026-04-13T09:31:42Z` | 1 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `samimjafari` | [profile](https://github.com/samimjafari) | no | NONE | 728d | `2026-04-18T01:57:49Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -806,12 +807,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahclsys)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahclsys)
 - repo first seen: `2026-01-29T06:32:51Z`
-- repo last seen: `2026-04-18T22:36:45Z`
+- repo last seen: `2026-04-19T01:15:29Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **41**
 - snapshot authored PRs/issues: **41 PRs / 0 issues**
-- snapshot discussion activity: **164 comments / 3 reviews / 3 review comments**
+- snapshot discussion activity: **165 comments / 3 reviews / 3 review comments**
 - account age: **4339 days**
 - recent public PR activity: **34 PRs** (3 merged / 26 closed-unmerged / 5 open; merged rate **9%**, closed-unmerged rate **76%**, open rate **15%**)
 - public orgs: none visible
@@ -821,7 +822,30 @@ Example artifacts:
 Example artifacts:
 - [PR #68542: fix(auto-reply): preserve friendly basename for reply-media staging](https://github.com/openclaw/openclaw/pull/68542) — open
 - [PR #68492: fix(update-cli): capture macOS launchctl stderr to a log file instead of /dev/null](https://github.com/openclaw/openclaw/pull/68492) — closed, merged
-- [PR #68399: fix(cli): reject --agent on models set/set-image instead of silently writing global default](https://github.com/openclaw/openclaw/pull/68399) — open
+- [PR #68399: fix(cli): reject --agent on models set/set-image instead of silently writing global default](https://github.com/openclaw/openclaw/pull/68399) — closed
+
+### `neeravmakwana`
+
+- profile: [github.com/neeravmakwana](https://github.com/neeravmakwana)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aneeravmakwana)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aneeravmakwana)
+- repo first seen: `2026-02-24T02:57:36Z`
+- repo last seen: `2026-04-19T01:02:07Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **40**
+- snapshot authored PRs/issues: **40 PRs / 0 issues**
+- snapshot discussion activity: **105 comments / 3 reviews / 3 review comments**
+- account age: **64 days**
+- recent public PR activity: **34 PRs** (8 merged / 18 closed-unmerged / 8 open; merged rate **24%**, closed-unmerged rate **53%**, open rate **24%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #68747: PDF tool: abort stalled remote fetch after 30s idle timeout](https://github.com/openclaw/openclaw/pull/68747) — open
+- [PR #68740: Ollama/models: detect Gemma 4 and `thinking` capability as reasoning](https://github.com/openclaw/openclaw/pull/68740) — open
+- [PR #68366: Google Gemini CLI: pass --yolo so non-interactive --prompt invocations expose write/edit tools (#68216)](https://github.com/openclaw/openclaw/pull/68366) — open
 
 ### `nightq`
 
@@ -847,29 +871,6 @@ Example artifacts:
 - [PR #68422: fix(ui): constrain web chat width to 920px for better readability](https://github.com/openclaw/openclaw/pull/68422) — open
 - [Issue #59034: [macOS] screen.record command not available on node](https://github.com/openclaw/openclaw/issues/59034) — open
 
-### `neeravmakwana`
-
-- profile: [github.com/neeravmakwana](https://github.com/neeravmakwana)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aneeravmakwana)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aneeravmakwana)
-- repo first seen: `2026-02-24T02:57:36Z`
-- repo last seen: `2026-04-18T02:40:00Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **38**
-- snapshot authored PRs/issues: **38 PRs / 0 issues**
-- snapshot discussion activity: **104 comments / 3 reviews / 3 review comments**
-- account age: **64 days**
-- recent public PR activity: **34 PRs** (8 merged / 18 closed-unmerged / 8 open; merged rate **24%**, closed-unmerged rate **53%**, open rate **24%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #68366: Google Gemini CLI: pass --yolo so non-interactive --prompt invocations expose write/edit tools (#68216)](https://github.com/openclaw/openclaw/pull/68366) — open
-- [PR #68351: fix(openrouter): surface reasoning_details visible-text as user output (#68261)](https://github.com/openclaw/openclaw/pull/68351) — closed
-- [PR #68349: Ollama: honor Modelfile num_ctx and auto-detect tool support](https://github.com/openclaw/openclaw/pull/68349) — open
-
 ### `w-sss`
 
 - profile: [github.com/w-sss](https://github.com/w-sss)
@@ -943,6 +944,32 @@ Example artifacts:
 - [Issue #65868: [Feature]: Improve QQBot error messages with actionable guidance and docs links](https://github.com/openclaw/openclaw/issues/65868) — open
 - [Issue #65866: [Feature]: Document MiniMax TTS environment variables (MINIMAX_TTS_MODEL, MINIMAX_TTS_VOICE_ID)](https://github.com/openclaw/openclaw/issues/65866) — open
 
+### `kagura-agent`
+
+- profile: [github.com/kagura-agent](https://github.com/kagura-agent)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akagura-agent)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akagura-agent)
+- repo first seen: `2026-03-18T00:16:55Z`
+- repo last seen: `2026-04-19T01:20:33Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **37**
+- snapshot authored PRs/issues: **30 PRs / 7 issues**
+- snapshot discussion activity: **50 comments / 0 reviews / 0 review comments**
+- account age: **32 days**
+- recent public PR activity: **108 PRs** (51 merged / 12 closed-unmerged / 45 open; merged rate **47%**, closed-unmerged rate **11%**, open rate **42%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **high**, automation risk **high**
+- heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
+
+Example artifacts:
+- [PR #68753: fix: allow systemEvent cron jobs to specify custom timeoutSeconds](https://github.com/openclaw/openclaw/pull/68753) — open
+- [PR #68746: fix: always send stream_options.include_usage when streaming (openai-completions)](https://github.com/openclaw/openclaw/pull/68746) — open
+- [PR #68722: fix: chmod openclaw.json to 0o600 after atomic rename on config write](https://github.com/openclaw/openclaw/pull/68722) — open
+- [Issue #68123: feat: allow cron tasks to opt out of main session notification](https://github.com/openclaw/openclaw/issues/68123) — open
+- [Issue #66576: [Feature]: Configurable workspace file inclusion/exclusion (bootstrapFiles)](https://github.com/openclaw/openclaw/issues/66576) — open
+- [Issue #66399: Process supervisor: graceful signal escalation and drain timeout for exec tool](https://github.com/openclaw/openclaw/issues/66399) — open
+
 ### `hxy91819`
 
 - profile: [github.com/hxy91819](https://github.com/hxy91819)
@@ -967,32 +994,6 @@ Example artifacts:
 - [PR #68509: changelog: move #67807 entry to Fixes section](https://github.com/openclaw/openclaw/pull/68509) — closed, merged
 - [Issue #64892: [Bug]: Agent self-update bypasses update.run and uses raw npm global upgrade without restarting gateway](https://github.com/openclaw/openclaw/issues/64892) — open
 
-### `kagura-agent`
-
-- profile: [github.com/kagura-agent](https://github.com/kagura-agent)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akagura-agent)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akagura-agent)
-- repo first seen: `2026-03-18T00:16:55Z`
-- repo last seen: `2026-04-18T23:21:22Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **35**
-- snapshot authored PRs/issues: **28 PRs / 7 issues**
-- snapshot discussion activity: **49 comments / 0 reviews / 0 review comments**
-- account age: **32 days**
-- recent public PR activity: **108 PRs** (51 merged / 12 closed-unmerged / 45 open; merged rate **47%**, closed-unmerged rate **11%**, open rate **42%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **high**, automation risk **high**
-- heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
-
-Example artifacts:
-- [PR #68722: fix: chmod openclaw.json to 0o600 after atomic rename on config write](https://github.com/openclaw/openclaw/pull/68722) — open
-- [PR #68534: fix(memory-core): add cooldown guard to prevent dreaming-narrative from spawning on every heartbeat](https://github.com/openclaw/openclaw/pull/68534) — open
-- [PR #68518: fix(ui): filter system event messages from chat transcript (#68508)](https://github.com/openclaw/openclaw/pull/68518) — open
-- [Issue #68123: feat: allow cron tasks to opt out of main session notification](https://github.com/openclaw/openclaw/issues/68123) — open
-- [Issue #66576: [Feature]: Configurable workspace file inclusion/exclusion (bootstrapFiles)](https://github.com/openclaw/openclaw/issues/66576) — open
-- [Issue #66399: Process supervisor: graceful signal escalation and drain timeout for exec tool](https://github.com/openclaw/openclaw/issues/66399) — open
-
 ### `eleqtrizit`
 
 - profile: [github.com/eleqtrizit](https://github.com/eleqtrizit)
@@ -1144,12 +1145,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amcaxtr)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amcaxtr)
 - repo first seen: `2026-02-04T01:45:00Z`
-- repo last seen: `2026-04-18T16:39:02Z`
+- repo last seen: `2026-04-19T00:25:27Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **23**
 - snapshot authored PRs/issues: **18 PRs / 5 issues**
-- snapshot discussion activity: **512 comments / 54 reviews / 54 review comments**
+- snapshot discussion activity: **512 comments / 57 reviews / 57 review comments**
 - account age: **4358 days**
 - recent public PR activity: **13 PRs** (5 merged / 1 closed-unmerged / 7 open; merged rate **38%**, closed-unmerged rate **8%**, open rate **54%**)
 - public orgs: `openclaw`
@@ -2153,6 +2154,29 @@ Example artifacts:
 - [PR #67124: fix(gateway): skip scope-upgrade pairing for unpaired local backend clients](https://github.com/openclaw/openclaw/pull/67124) — open
 - [PR #66594: fix(gateway): register chat run on agent start and enable provider hooks during model warmup](https://github.com/openclaw/openclaw/pull/66594) — open
 
+### `armorbreak001`
+
+- profile: [github.com/armorbreak001](https://github.com/armorbreak001)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aarmorbreak001)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aarmorbreak001)
+- repo first seen: `2026-04-16T01:31:19Z`
+- repo last seen: `2026-04-19T00:48:20Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **8**
+- snapshot authored PRs/issues: **8 PRs / 0 issues**
+- snapshot discussion activity: **6 comments / 3 reviews / 3 review comments**
+- account age: **7 days**
+- recent public PR activity: **145 PRs** (8 merged / 23 closed-unmerged / 114 open; merged rate **6%**, closed-unmerged rate **16%**, open rate **79%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
+- heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars**
+
+Example artifacts:
+- [PR #68742: fix(agents): restore streaming usage tracking for non-native openai-completions providers](https://github.com/openclaw/openclaw/pull/68742) — open
+- [PR #68714: fix(config): openclaw.json written with 0664 mode instead of 0600 after hot-save](https://github.com/openclaw/openclaw/pull/68714) — open
+- [PR #68555: fix(cron): loud error when payload.model silently falls back to wrong provider (#67756)](https://github.com/openclaw/openclaw/pull/68555) — open
+
 ### `draix`
 
 - profile: [github.com/draix](https://github.com/draix)
@@ -2291,6 +2315,29 @@ Example artifacts:
 - [PR #65384: fix(feishu): migrate legacy botName accounts](https://github.com/openclaw/openclaw/pull/65384) — open
 - [PR #65383: fix(imessage): avoid duplicate default watcher](https://github.com/openclaw/openclaw/pull/65383) — open
 
+### `suboss87`
+
+- profile: [github.com/suboss87](https://github.com/suboss87)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asuboss87)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asuboss87)
+- repo first seen: `2026-03-13T04:40:38Z`
+- repo last seen: `2026-04-18T07:24:11Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **8**
+- snapshot authored PRs/issues: **8 PRs / 0 issues**
+- snapshot discussion activity: **44 comments / 4 reviews / 0 review comments**
+- account age: **4078 days**
+- recent public PR activity: **5 PRs** (2 merged / 1 closed-unmerged / 2 open; merged rate **40%**, closed-unmerged rate **20%**, open rate **40%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68446: fix(whatsapp): stop DM allowFrom fallback into group policy sender bypass](https://github.com/openclaw/openclaw/pull/68446) — open
+- [PR #67457: fix(ollama): strip provider prefix from model ID in chat requests](https://github.com/openclaw/openclaw/pull/67457) — closed, merged
+- [PR #66544: fix(gateway): exclude heartbeat sender ID from session display name](https://github.com/openclaw/openclaw/pull/66544) — open
+
 ### `mjamiv`
 
 - profile: [github.com/mjamiv](https://github.com/mjamiv)
@@ -2341,6 +2388,30 @@ Example artifacts:
 - [PR #66049: feat(agents): add per-agent TTS voice configuration](https://github.com/openclaw/openclaw/pull/66049) — open
 - [Issue #66056: [Feature]: Locale-aware error messages for user-facing failure text](https://github.com/openclaw/openclaw/issues/66056) — open
 
+### `masatohoshino`
+
+- profile: [github.com/masatohoshino](https://github.com/masatohoshino)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amasatohoshino)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amasatohoshino)
+- repo first seen: `2026-02-25T18:12:54Z`
+- repo last seen: `2026-04-19T00:58:22Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **8**
+- snapshot authored PRs/issues: **7 PRs / 1 issues**
+- snapshot discussion activity: **19 comments / 30 reviews / 30 review comments**
+- account age: **138 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **young account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68744: fix(whatsapp): respect audioAsVoice flag in outbound delivery](https://github.com/openclaw/openclaw/pull/68744) — open
+- [PR #68498: fix(matrix): pin event-helpers import to canonical matrix-js-sdk subpath (refs #50477)](https://github.com/openclaw/openclaw/pull/68498) — open
+- [PR #68458: fix(matrix): isolate credentials runtime import boundary (refs #50477)](https://github.com/openclaw/openclaw/pull/68458) — closed
+- [Issue #64784: [Feature]: LINE sticker send/receive support](https://github.com/openclaw/openclaw/issues/64784) — open
+
 ### `nxmxbbd`
 
 - profile: [github.com/nxmxbbd](https://github.com/nxmxbbd)
@@ -2389,29 +2460,6 @@ Example artifacts:
 - [PR #67906: fix(agents): dedupe repeated bootstrap truncation warnings](https://github.com/openclaw/openclaw/pull/67906) — closed, merged
 - [Issue #65919: [Feature]: Keep configured presence alive until run complete + dispatch idle](https://github.com/openclaw/openclaw/issues/65919) — open
 
-### `armorbreak001`
-
-- profile: [github.com/armorbreak001](https://github.com/armorbreak001)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aarmorbreak001)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aarmorbreak001)
-- repo first seen: `2026-04-16T01:31:19Z`
-- repo last seen: `2026-04-18T22:42:16Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **6 comments / 3 reviews / 3 review comments**
-- account age: **7 days**
-- recent public PR activity: **145 PRs** (8 merged / 23 closed-unmerged / 114 open; merged rate **6%**, closed-unmerged rate **16%**, open rate **79%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
-- heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars**
-
-Example artifacts:
-- [PR #68714: fix(config): openclaw.json written with 0664 mode instead of 0600 after hot-save](https://github.com/openclaw/openclaw/pull/68714) — open
-- [PR #68555: fix(cron): loud error when payload.model silently falls back to wrong provider (#67756)](https://github.com/openclaw/openclaw/pull/68555) — open
-- [PR #68481: fix(auto-reply): don't drop URL messages when link-understanding import fails](https://github.com/openclaw/openclaw/pull/68481) — open
-
 ### `coder999999999`
 
 - profile: [github.com/coder999999999](https://github.com/coder999999999)
@@ -2550,29 +2598,6 @@ Example artifacts:
 - [PR #67344: fix(google): respect allowPrivateNetwork for image generation](https://github.com/openclaw/openclaw/pull/67344) — open
 - [PR #67341: fix(amazon-bedrock-mantle): add discovery.enabled config gate](https://github.com/openclaw/openclaw/pull/67341) — open
 
-### `suboss87`
-
-- profile: [github.com/suboss87](https://github.com/suboss87)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asuboss87)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asuboss87)
-- repo first seen: `2026-03-13T04:40:38Z`
-- repo last seen: `2026-04-18T07:24:11Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **44 comments / 4 reviews / 0 review comments**
-- account age: **4078 days**
-- recent public PR activity: **5 PRs** (2 merged / 1 closed-unmerged / 2 open; merged rate **40%**, closed-unmerged rate **20%**, open rate **40%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68446: fix(whatsapp): stop DM allowFrom fallback into group policy sender bypass](https://github.com/openclaw/openclaw/pull/68446) — open
-- [PR #67457: fix(ollama): strip provider prefix from model ID in chat requests](https://github.com/openclaw/openclaw/pull/67457) — closed, merged
-- [PR #66544: fix(gateway): exclude heartbeat sender ID from session display name](https://github.com/openclaw/openclaw/pull/66544) — open
-
 ### `wade-microblueworld`
 
 - profile: [github.com/wade-microblueworld](https://github.com/wade-microblueworld)
@@ -2645,30 +2670,6 @@ Example artifacts:
 - [PR #67360: Fix/telegram config read bug](https://github.com/openclaw/openclaw/pull/67360) — open
 - [Issue #33568: [Bug]: chats from Telegram Topics are not logged in YYYY-MM-DD.md memory files](https://github.com/openclaw/openclaw/issues/33568) — closed
 
-### `masatohoshino`
-
-- profile: [github.com/masatohoshino](https://github.com/masatohoshino)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amasatohoshino)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amasatohoshino)
-- repo first seen: `2026-02-25T18:12:54Z`
-- repo last seen: `2026-04-18T10:23:29Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **6 PRs / 1 issues**
-- snapshot discussion activity: **18 comments / 30 reviews / 30 review comments**
-- account age: **138 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **young account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68498: fix(matrix): pin event-helpers import to canonical matrix-js-sdk subpath (refs #50477)](https://github.com/openclaw/openclaw/pull/68498) — open
-- [PR #68458: fix(matrix): isolate credentials runtime import boundary (refs #50477)](https://github.com/openclaw/openclaw/pull/68458) — closed
-- [PR #65270: feat(line): add LINE sticker send/receive support with Skill-based catalog](https://github.com/openclaw/openclaw/pull/65270) — open
-- [Issue #64784: [Feature]: LINE sticker send/receive support](https://github.com/openclaw/openclaw/issues/64784) — open
-
 ### `yfge`
 
 - profile: [github.com/yfge](https://github.com/yfge)
@@ -2716,6 +2717,29 @@ Example artifacts:
 - [PR #67475: fix(memory-lancedb): reject inbound envelope metadata during capture and recall](https://github.com/openclaw/openclaw/pull/67475) — open
 - [PR #66913: fix(memory-lancedb): show full IDs in memory_forget candidate list](https://github.com/openclaw/openclaw/pull/66913) — open
 
+### `bluesky6868`
+
+- profile: [github.com/bluesky6868](https://github.com/bluesky6868)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abluesky6868)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abluesky6868)
+- repo first seen: `2026-04-17T22:26:25Z`
+- repo last seen: `2026-04-19T01:12:44Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **6 PRs / 0 issues**
+- snapshot discussion activity: **4 comments / 1 reviews / 1 review comments**
+- account age: **3181 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #68755: security(healthcheck): probe ufw/firewall-cmd via safe PATH and config fallback](https://github.com/openclaw/openclaw/pull/68755) — open
+- [PR #68667: security(gateway): route hook completion events to the target agent's session](https://github.com/openclaw/openclaw/pull/68667) — open
+- [PR #68658: security(ci): hoist docker-release manifest run: expressions into step env](https://github.com/openclaw/openclaw/pull/68658) — closed
+
 ### `coletebou`
 
 - profile: [github.com/coletebou](https://github.com/coletebou)
@@ -2906,12 +2930,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Awirjo)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Awirjo)
 - repo first seen: `2026-04-06T11:49:31Z`
-- repo last seen: `2026-04-19T00:20:52Z`
+- repo last seen: `2026-04-19T00:22:37Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **22 comments / 1 reviews / 0 review comments**
+- snapshot discussion activity: **23 comments / 1 reviews / 0 review comments**
 - account age: **5970 days**
 - recent public PR activity: **5 PRs** (0 merged / 2 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **40%**, open rate **60%**)
 - public orgs: none visible
@@ -3092,29 +3116,6 @@ Example artifacts:
 - [PR #68238: fix(failover): classify INTERNAL 500 responses as retryable timeouts](https://github.com/openclaw/openclaw/pull/68238) — closed, merged
 - [PR #67024: fix: don't classify 400/422 with no body as format error](https://github.com/openclaw/openclaw/pull/67024) — open
 
-### `bluesky6868`
-
-- profile: [github.com/bluesky6868](https://github.com/bluesky6868)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abluesky6868)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abluesky6868)
-- repo first seen: `2026-04-17T22:26:25Z`
-- repo last seen: `2026-04-18T19:06:29Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 1 reviews / 1 review comments**
-- account age: **3181 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #68667: security(gateway): route hook completion events to the target agent's session](https://github.com/openclaw/openclaw/pull/68667) — open
-- [PR #68658: security(ci): hoist docker-release manifest run: expressions into step env](https://github.com/openclaw/openclaw/pull/68658) — closed
-- [PR #68456: security(media): anchor sanitizeMimeType regex to reject malformed input](https://github.com/openclaw/openclaw/pull/68456) — open
-
 ### `defonota3box`
 
 - profile: [github.com/defonota3box](https://github.com/defonota3box)
@@ -3609,6 +3610,29 @@ Example artifacts:
 - [PR #67652: fix(reply-payload): preserve media alias attachments](https://github.com/openclaw/openclaw/pull/67652) — open
 - [PR #67647: fix(compact): use resolved context tokens in summary](https://github.com/openclaw/openclaw/pull/67647) — open
 
+### `Kailigithub`
+
+- profile: [github.com/Kailigithub](https://github.com/Kailigithub)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AKailigithub)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AKailigithub)
+- repo first seen: `2026-04-19T01:02:35Z`
+- repo last seen: `2026-04-19T01:10:56Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **4001 days**
+- recent public PR activity: **11 PRs** (0 merged / 0 closed-unmerged / 11 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #68754: fix: remove unconditional heredoc approval in allowlist mode](https://github.com/openclaw/openclaw/pull/68754) — open
+- [PR #68750: fix: handle MiniMax prompt_cache_hit_tokens to prevent token double-counting](https://github.com/openclaw/openclaw/pull/68750) — open
+- [PR #68749: fix: enable stream_options.include_usage for local openai-completions endpoints](https://github.com/openclaw/openclaw/pull/68749) — open
+
 ### `KeWang0622`
 
 - profile: [github.com/KeWang0622](https://github.com/KeWang0622)
@@ -3965,6 +3989,31 @@ Example artifacts:
 - [Issue #68452: [Bug]: isolated cron turns can misclassify exact `NO_REPLY` tool results as incomplete when the final assistant message is empty](https://github.com/openclaw/openclaw/issues/68452) — open
 - [Issue #68410: [Bug]: Active Memory silently normalizes configured `timeoutMs` above 60000 down to 60000 at runtime](https://github.com/openclaw/openclaw/issues/68410) — closed
 
+### `LightDriverCS`
+
+- profile: [github.com/LightDriverCS](https://github.com/LightDriverCS)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALightDriverCS)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALightDriverCS)
+- repo first seen: `2026-04-13T22:53:03Z`
+- repo last seen: `2026-04-19T00:23:54Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **3 PRs / 2 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **89 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68736: fix(memory-wiki): standardize page schema + repair pipeline](https://github.com/openclaw/openclaw/pull/68736) — closed
+- [PR #68335: fix(memory-core): activate on wiki CLI subcommand](https://github.com/openclaw/openclaw/pull/68335) — open
+- [PR #68334: fix(memory): split restoreMemoryPluginState into restore/merge for cache-hit bug](https://github.com/openclaw/openclaw/pull/68334) — open
+- [Issue #68723: memory-core: cron-fired dreaming writes raw memory snippets to DREAMS.md because subagent runtime is request-scoped](https://github.com/openclaw/openclaw/issues/68723) — closed
+- [Issue #66194: Feature Request: Slack Socket Mode slash command event handling](https://github.com/openclaw/openclaw/issues/66194) — open
+
 ### `yoanndefay`
 
 - profile: [github.com/yoanndefay](https://github.com/yoanndefay)
@@ -4035,6 +4084,29 @@ Example artifacts:
 - [PR #68591: docs: extend assistant-first framing to feature and help hubs](https://github.com/openclaw/openclaw/pull/68591) — closed
 - [PR #68564: docs: shift user-facing copy toward assistant-first positioning](https://github.com/openclaw/openclaw/pull/68564) — open
 
+### `alexlomt`
+
+- profile: [github.com/alexlomt](https://github.com/alexlomt)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aalexlomt)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aalexlomt)
+- repo first seen: `2026-04-14T18:25:56Z`
+- repo last seen: `2026-04-19T00:57:31Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **5 comments / 5 reviews / 5 review comments**
+- account age: **582 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68741: fix(acpx): avoid per-session MCP on openclaw bridge](https://github.com/openclaw/openclaw/pull/68741) — open
+- [PR #66884: fix(ci): harden release checks workflow inputs](https://github.com/openclaw/openclaw/pull/66884) — open
+- [PR #66735: fix(daemon): hand off systemd self-restarts](https://github.com/openclaw/openclaw/pull/66735) — open
+
 ### `Ante042`
 
 - profile: [github.com/Ante042](https://github.com/Ante042)
@@ -4058,6 +4130,29 @@ Example artifacts:
 - [PR #68558: fix(auto-reply): stop rendering misleading /compact labels on small sessions](https://github.com/openclaw/openclaw/pull/68558) — open
 - [PR #68557: fix(ui): include cache tokens in ctx% badge and cache-hit-rate](https://github.com/openclaw/openclaw/pull/68557) — open
 
+### `chrisabad`
+
+- profile: [github.com/chrisabad](https://github.com/chrisabad)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achrisabad)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achrisabad)
+- repo first seen: `2026-04-18T02:47:00Z`
+- repo last seen: `2026-04-19T00:58:23Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2185 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68745: fix(slack): share HTTP route registry via globalThis across module instances](https://github.com/openclaw/openclaw/pull/68745) — open
+- [PR #68381: feat: add maxExecutionMs per-task timeout to command lane](https://github.com/openclaw/openclaw/pull/68381) — open
+- [PR #68372: feat: add session-persistence truncation cap for tool results](https://github.com/openclaw/openclaw/pull/68372) — open
+
 ### `damselem`
 
 - profile: [github.com/damselem](https://github.com/damselem)
@@ -4723,31 +4818,6 @@ Example artifacts:
 - [Issue #67061: Dreaming: dayBucket uses file date instead of ingestion date, preventing dailyCount from growing and blocking short-term promotion](https://github.com/openclaw/openclaw/issues/67061) — closed
 - [Issue #65846: [Bug]: Agent process does not exit after task completion when used via CLI](https://github.com/openclaw/openclaw/issues/65846) — open
 
-### `RedParrotBerkeley`
-
-- profile: [github.com/RedParrotBerkeley](https://github.com/RedParrotBerkeley)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ARedParrotBerkeley)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ARedParrotBerkeley)
-- repo first seen: `2026-04-10T16:29:40Z`
-- repo last seen: `2026-04-17T17:22:57Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **2 PRs / 3 issues**
-- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
-- account age: **1107 days**
-- recent public PR activity: **7 PRs** (4 merged / 1 closed-unmerged / 2 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **—**
-
-Example artifacts:
-- [PR #68217: Harden localized docs link scheme checks](https://github.com/openclaw/openclaw/pull/68217) — open
-- [PR #65065: Add missing message channel admin subcommands](https://github.com/openclaw/openclaw/pull/65065) — open
-- [Issue #66927: Feature: deterministic handoff from user-invocable skills to plugin tools](https://github.com/openclaw/openclaw/issues/66927) — open
-- [Issue #64929: Browser tool is unexpectedly slow in local managed Brave mode due to per-action CDP attach/discovery overhead](https://github.com/openclaw/openclaw/issues/64929) — open
-- [Issue #64402: Discord provider advertises channel/thread create actions, but agent runtime lacks a documented/invokable path](https://github.com/openclaw/openclaw/issues/64402) — open
-
 ### `frankhli843`
 
 - profile: [github.com/frankhli843](https://github.com/frankhli843)
@@ -4844,30 +4914,6 @@ Example artifacts:
 - [Issue #68547: fix(matrix): strip mention prefix before slash command matching](https://github.com/openclaw/openclaw/issues/68547) — open
 - [Issue #68544: fix(matrix): hot-reload dm.allowFrom and groupAllowFrom on each inbound message](https://github.com/openclaw/openclaw/issues/68544) — open
 
-### `LightDriverCS`
-
-- profile: [github.com/LightDriverCS](https://github.com/LightDriverCS)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALightDriverCS)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALightDriverCS)
-- repo first seen: `2026-04-13T22:53:03Z`
-- repo last seen: `2026-04-18T23:23:27Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **2 PRs / 2 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **89 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68335: fix(memory-core): activate on wiki CLI subcommand](https://github.com/openclaw/openclaw/pull/68335) — open
-- [PR #68334: fix(memory): split restoreMemoryPluginState into restore/merge for cache-hit bug](https://github.com/openclaw/openclaw/pull/68334) — open
-- [Issue #68723: memory-core: cron-fired dreaming writes raw memory snippets to DREAMS.md because subagent runtime is request-scoped](https://github.com/openclaw/openclaw/issues/68723) — closed
-- [Issue #66194: Feature Request: Slack Socket Mode slash command event handling](https://github.com/openclaw/openclaw/issues/66194) — open
-
 ### `shaun0927`
 
 - profile: [github.com/shaun0927](https://github.com/shaun0927)
@@ -5167,28 +5213,6 @@ Example artifacts:
 - [PR #67579: feat: multi-provider API key system with curated model catalogs (v2)](https://github.com/openclaw/openclaw/pull/67579) — open
 - [PR #67570: feat: multi-provider API key system with curated model catalogs](https://github.com/openclaw/openclaw/pull/67570) — closed
 
-### `alexlomt`
-
-- profile: [github.com/alexlomt](https://github.com/alexlomt)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aalexlomt)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aalexlomt)
-- repo first seen: `2026-04-14T18:25:56Z`
-- repo last seen: `2026-04-18T10:59:50Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **5 comments / 4 reviews / 4 review comments**
-- account age: **582 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #66884: fix(ci): harden release checks workflow inputs](https://github.com/openclaw/openclaw/pull/66884) — open
-- [PR #66735: fix(daemon): hand off systemd self-restarts](https://github.com/openclaw/openclaw/pull/66735) — open
-
 ### `Aliciawque`
 
 - profile: [github.com/Aliciawque](https://github.com/Aliciawque)
@@ -5321,28 +5345,6 @@ Example artifacts:
 - [PR #67704: fix(errors): stop treating Codex HTML challenge pages as DNS failures](https://github.com/openclaw/openclaw/pull/67704) — closed, merged
 - [PR #67693: Prevent setup prompts from crashing on blank option labels](https://github.com/openclaw/openclaw/pull/67693) — open
 
-### `chrisabad`
-
-- profile: [github.com/chrisabad](https://github.com/chrisabad)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achrisabad)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achrisabad)
-- repo first seen: `2026-04-18T02:47:00Z`
-- repo last seen: `2026-04-18T03:36:42Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2185 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68381: feat: add maxExecutionMs per-task timeout to command lane](https://github.com/openclaw/openclaw/pull/68381) — open
-- [PR #68372: feat: add session-persistence truncation cap for tool results](https://github.com/openclaw/openclaw/pull/68372) — open
-
 ### `dallylee`
 
 - profile: [github.com/dallylee](https://github.com/dallylee)
@@ -6229,12 +6231,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Astroupaloop)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Astroupaloop)
 - repo first seen: `2026-04-18T14:50:16Z`
-- repo last seen: `2026-04-19T00:01:19Z`
+- repo last seen: `2026-04-19T01:21:48Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **1 comments / 4 reviews / 4 review comments**
 - account age: **4952 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: `CommonKey`
@@ -6908,6 +6910,31 @@ Example artifacts:
 - [PR #65013: fix(tasks): silence acp child-session completion banners](https://github.com/openclaw/openclaw/pull/65013) — open
 - [PR #64416: fix(acp): normalize completion delivery guidance](https://github.com/openclaw/openclaw/pull/64416) — open
 
+### `RedParrotBerkeley`
+
+- profile: [github.com/RedParrotBerkeley](https://github.com/RedParrotBerkeley)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ARedParrotBerkeley)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ARedParrotBerkeley)
+- repo first seen: `2026-04-10T16:29:40Z`
+- repo last seen: `2026-04-17T17:22:57Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **2 PRs / 3 issues**
+- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
+- account age: **1107 days**
+- recent public PR activity: **7 PRs** (4 merged / 1 closed-unmerged / 2 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #68217: Harden localized docs link scheme checks](https://github.com/openclaw/openclaw/pull/68217) — open
+- [PR #65065: Add missing message channel admin subcommands](https://github.com/openclaw/openclaw/pull/65065) — open
+- [Issue #66927: Feature: deterministic handoff from user-invocable skills to plugin tools](https://github.com/openclaw/openclaw/issues/66927) — open
+- [Issue #64929: Browser tool is unexpectedly slow in local managed Brave mode due to per-action CDP attach/discovery overhead](https://github.com/openclaw/openclaw/issues/64929) — open
+- [Issue #64402: Discord provider advertises channel/thread create actions, but agent runtime lacks a documented/invokable path](https://github.com/openclaw/openclaw/issues/64402) — open
+
 ### `ggzeng`
 
 - profile: [github.com/ggzeng](https://github.com/ggzeng)
@@ -8476,7 +8503,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adyz2102)
 - repo first seen: `2026-04-18T23:47:21Z`
 - repo last seen: `2026-04-18T23:56:28Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
@@ -10432,6 +10459,27 @@ Example artifacts:
 Example artifacts:
 - [PR #65149: Add final reply payloads plugin hook](https://github.com/openclaw/openclaw/pull/65149) — open
 
+### `bohell`
+
+- profile: [github.com/bohell](https://github.com/bohell)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abohell)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abohell)
+- repo first seen: `2026-04-19T00:35:02Z`
+- repo last seen: `2026-04-19T00:35:02Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **3914 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68737: fix(mattermost): auto-reconnect WebSocket after consecutive health check failures](https://github.com/openclaw/openclaw/pull/68737) — open
+
 ### `BowieSequoia`
 
 - profile: [github.com/BowieSequoia](https://github.com/BowieSequoia)
@@ -11698,12 +11746,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Agarrytan)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Agarrytan)
 - repo first seen: `2026-04-18T23:01:38Z`
-- repo last seen: `2026-04-18T23:10:12Z`
+- repo last seen: `2026-04-19T00:48:26Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **2 comments / 6 reviews / 6 review comments**
 - account age: **6463 days**
 - recent public PR activity: **34 PRs** (29 merged / 1 closed-unmerged / 4 open; merged rate **85%**, closed-unmerged rate **3%**, open rate **12%**)
 - public orgs: `Garry-s-List`
@@ -11711,7 +11759,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume**
 
 Example artifacts:
-- [PR #68718: minions: durable SQLite-backed job queue for subagents, ACP, CLI, and cron](https://github.com/openclaw/openclaw/pull/68718) — open, draft
+- [PR #68718: minions: durable SQLite-backed job queue for subagents, ACP, CLI, and cron](https://github.com/openclaw/openclaw/pull/68718) — open
 
 ### `gee-bjak`
 
@@ -14114,12 +14162,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anikilster)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anikilster)
 - repo first seen: `2026-04-11T23:06:15Z`
-- repo last seen: `2026-04-17T19:00:57Z`
+- repo last seen: `2026-04-19T00:35:26Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **8 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **9 comments / 0 reviews / 0 review comments**
 - account age: **5275 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -15012,27 +15060,6 @@ Example artifacts:
 Example artifacts:
 - [PR #68235: fix: issue 53120](https://github.com/openclaw/openclaw/pull/68235) — open
 
-### `rwang23`
-
-- profile: [github.com/rwang23](https://github.com/rwang23)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Arwang23)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arwang23)
-- repo first seen: `2026-04-12T00:55:49Z`
-- repo last seen: `2026-04-12T00:55:49Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **4201 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #65073: feat(memory): add google-vertex embedding support for builtin memory](https://github.com/openclaw/openclaw/pull/65073) — open
-
 ### `saamuelng601-pixel`
 
 - profile: [github.com/saamuelng601-pixel](https://github.com/saamuelng601-pixel)
@@ -15228,12 +15255,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asecondfry)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asecondfry)
 - repo first seen: `2026-04-13T19:30:49Z`
-- repo last seen: `2026-04-18T20:48:05Z`
+- repo last seen: `2026-04-19T01:06:10Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **5 comments / 9 reviews / 9 review comments**
+- snapshot discussion activity: **6 comments / 9 reviews / 9 review comments**
 - account age: **5691 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d3bd300ae61775d716feaea99fea7fcb27ac6eb5d1fb91baffdb346117376c0b
-size 97552
+oid sha256:ec7a0afbbc760439df664542a5abea7edc456adaffbd1b14689754087adb2fac
+size 97788

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b9dec84a81366a9f82127d3916f69f83c1ef0001ce84d87893a2ff4469ef3f96
-size 46872280
+oid sha256:f454c1758d805f3cb57bfe08a63b84155e5eb07a246ffaaaafa9aa59082406d8
+size 46899218

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3f34809a7abb3c9453ba9720dcf0aca19e86e2c087b25c29d93277b286241bbb
-size 121765783
+oid sha256:631b662d416e5e340b591f8360d11230ccd49327555ca3ea6197e7fa33132622
+size 121926578

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1c86882c5fb3d6458807f1c2a7354a735710f243a0e25bec807781333862401a
-size 97695572
+oid sha256:d5177c8f96bd826d5e0aee3cc140274f43245475af61bf4bd02136dff00862f5
+size 97801123

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e04f238e9168bdab032c30171958c9dcd3aba52992c8aae1a11e9ff62bf6a869
-size 4882923
+oid sha256:7b923e3222ad1d7594df68a112ae423d8dedf52781b2a95a04570c590d6a8c4e
+size 4911673

review_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:83b6aa11bb72bce8b6c07e01a9c074a789000b68a70a5b631883cf373f23e629
-size 7489668
+oid sha256:3c9d360986bc3184059afdc170b38088c517566fce30a1f8e9cdd03402aa1dcd
+size 7515673

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8df997dd5682817fabcf142a8995baaa3959f95ed63438e819ca7b0ab0753553
-size 1473873
+oid sha256:e227fc67622b3eed0ef03749222c6fcf5657456e54797cc87e35a7a57bf43cfc
+size 1477001

snapshots/20260419T012035Z/manifest.json

@@ -0,0 +1,39 @@
+{
+  "artifacts": {
+    "new_contributors_json": "new-contributors-report.json",
+    "new_contributors_markdown": "new-contributors-report.md",
+    "new_contributors_parquet": "new_contributors.parquet"
+  },
+  "counts": {
+    "comments": 136728,
+    "issues": 4533,
+    "links": 44628,
+    "new_contributors": 717,
+    "pr_diffs": 3356,
+    "pr_files": 72119,
+    "pull_requests": 3356,
+    "review_comments": 17509,
+    "reviews": 13300,
+    "timeline_events": 55225
+  },
+  "crawl_started_at": "2026-04-19T01:20:35Z",
+  "delta_counts": {
+    "comments": 36,
+    "issue_stubs": 43,
+    "issues": 12,
+    "links": 100,
+    "pr_diffs": 31,
+    "pr_files": 239,
+    "pull_requests": 31,
+    "review_comments": 761,
+    "reviews": 625,
+    "timeline_events": 1109
+  },
+  "extracted_at": "2026-04-19T01:20:35Z",
+  "repo": "openclaw/openclaw",
+  "snapshot_id": "20260419T012035Z",
+  "watermark": {
+    "effective_since": "2026-04-19T00:20:35Z",
+    "next_since": "2026-04-19T01:20:35Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260419T002035Z/manifest.json",
-  "latest_snapshot_id": "20260419T002035Z",
+  "archived_manifest_path": "snapshots/20260419T012035Z/manifest.json",
+  "latest_snapshot_id": "20260419T012035Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-19T00:20:35Z",
+  "next_since": "2026-04-19T01:20:35Z",
   "repo": "openclaw/openclaw",
-  "snapshot_dir": "snapshots/20260419T002035Z"
+  "snapshot_dir": "snapshots/20260419T012035Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-04-18T23:20:34Z",
-  "last_successful_snapshot_id": "20260419T002035Z",
-  "next_since": "2026-04-19T00:20:35Z",
+  "effective_since": "2026-04-19T00:20:35Z",
+  "last_successful_snapshot_id": "20260419T012035Z",
+  "next_since": "2026-04-19T01:20:35Z",
   "repo": "openclaw/openclaw",
-  "updated_at": "2026-04-19T00:20:35Z"
+  "updated_at": "2026-04-19T01:20:35Z"
 }