Refresh openclaw dataset snapshot 20260418T112035Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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+- latest snapshot: `20260418T112035Z`
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-          }
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-            "kind": "issue",
-            "number": 68487,
-            "title": "subagent sweeper self-stops while pendingLifecycleErrorByRunId still has entries",
-            "url": "https://github.com/openclaw/openclaw/issues/68487",
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@@ -31107,65 +31126,6 @@
       },
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-      "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share; targets high-star repos",
-      "public_orgs": [
-        "hello-benji"
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-      "examples": {
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-          {
-            "kind": "pull_request",
-            "number": 64758,
-            "title": "fix: unblock steer-mode followups when active runs stop streaming",
-            "url": "https://github.com/openclaw/openclaw/pull/64758",
-            "state": "open",
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     {
       "author_login": "aryankinha",
       "name": "Aryan Kinha",
@@ -32544,6 +32504,63 @@
       },
       "fetch_error": null
     },
+    {
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+      "name": "Cesar Arevalo",
+      "profile_url": "https://github.com/cesararevalo",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Acesararevalo",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acesararevalo",
+      "repo_first_seen_at": "2026-04-18T11:01:34Z",
+      "repo_last_seen_at": "2026-04-18T11:01:34Z",
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+      "repo_artifact_count": 1,
+      "snapshot_issue_count": 0,
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+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
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+      "repo_association": "NONE",
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+      "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": 5858,
+      "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": {
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+        "closed_unmerged_pr_count": 0,
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+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68523,
+            "title": "Fix to Slack HTTP Registry",
+            "url": "https://github.com/openclaw/openclaw/pull/68523",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T11:01:34Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "CharlesMcquade",
       "name": "Charles",
@@ -35649,12 +35666,12 @@
       "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": 3584,
       "young_account": false,
       "follow_through_score": "weak",
@@ -37017,12 +37034,12 @@
       "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": 2808,
       "young_account": false,
       "follow_through_score": "weak",
@@ -39871,12 +39888,12 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alangningchen-openclaw",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alangningchen-openclaw",
       "repo_first_seen_at": "2026-04-17T14:34:30Z",
-      "repo_last_seen_at": "2026-04-17T14:34:30Z",
+      "repo_last_seen_at": "2026-04-18T11:09:31Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 1,
+      "repo_artifact_count": 2,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
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       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
@@ -45196,12 +45213,12 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AShayMeshGit",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AShayMeshGit",
       "repo_first_seen_at": "2026-04-17T19:10:02Z",
-      "repo_last_seen_at": "2026-04-17T19:10:02Z",
+      "repo_last_seen_at": "2026-04-18T10:27:44Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 1,
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       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
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+      "snapshot_comment_count": 2,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
@@ -45236,7 +45253,7 @@
             "number": 68250,
             "title": "docs: use relative links in provider index to fix localization #68139",
             "url": "https://github.com/openclaw/openclaw/pull/68250",
-            "state": "open",
+            "state": "closed",
             "merged": false,
             "draft": false,
             "created_at": "2026-04-17T19:10:02Z"

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260418T102034Z`
-- Generated: `2026-04-18T10:22:50Z`
+- Snapshot: `20260418T112035Z`
+- Generated: `2026-04-18T11:22:50Z`
 - Activity window: `7d`
 - Contributors: `714`
 
@@ -17,9 +17,9 @@
 | `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 |
 | `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 |
+| `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 |
 | `Takhoffman` | [profile](https://github.com/Takhoffman) | no | CONTRIBUTOR | 5455d | `2026-01-27T16:37:08Z` | 29 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
-| `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 27 | 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` | 25 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
+| `kagura-agent` | [profile](https://github.com/kagura-agent) | no | CONTRIBUTOR | 32d | `2026-03-18T00:16:55Z` | 26 | 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 |
 | `Yanhu007` | [profile](https://github.com/Yanhu007) | no | CONTRIBUTOR | 4741d | `2026-04-10T13:40:56Z` | 22 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
 | `oraculoos` | [profile](https://github.com/oraculoos) | no | NONE | ?d | `2026-04-14T13:16:27Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
@@ -40,9 +40,9 @@
 | `pgondhi987` | [profile](https://github.com/pgondhi987) | no | CONTRIBUTOR | 24d | `2026-04-09T04:56:14Z` | 14 | 0 | strong | low | medium | very new account; no visible non-self stars; targets high-star repos |
 | `tentacloos` | [profile](https://github.com/tentacloos) | no | NONE | 22d | `2026-04-14T13:17:10Z` | 14 | 0 | n/a | low | medium | very new account; no visible non-self stars |
 | `MoerAI` | [profile](https://github.com/MoerAI) | no | CONTRIBUTOR | 3336d | `2026-02-23T01:38:58Z` | 13 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `openperf` | [profile](https://github.com/openperf) | no | MEMBER | 1860d | `2026-02-07T10:37:24Z` | 13 | 0 | mixed | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `Tianworld` | [profile](https://github.com/Tianworld) | no | CONTRIBUTOR | 2846d | `2026-03-24T16:13:35Z` | 13 | 0 | weak | low | low | high recent PR volume; high open PR share; no visible non-self stars; targets high-star repos |
 | `mushuiyu886` | [profile](https://github.com/mushuiyu886) | no | NONE | 37d | `2026-04-10T05:26:47Z` | 12 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `openperf` | [profile](https://github.com/openperf) | no | MEMBER | 1860d | `2026-02-07T10:37:24Z` | 12 | 0 | mixed | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `pashpashpash` | [profile](https://github.com/pashpashpash) | no | CONTRIBUTOR | 3539d | `2026-04-12T00:42:09Z` | 12 | 0 | mixed | low | low | targets high-star repos |
 | `sudie-codes` | [profile](https://github.com/sudie-codes) | no | CONTRIBUTOR | 173d | `2026-03-23T03:58:32Z` | 12 | 0 | mixed | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `1aifanatic` | [profile](https://github.com/1aifanatic) | no | NONE | 2426d | `2026-02-01T16:01:30Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -87,6 +87,7 @@
 | `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 |
 | `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 |
 | `mobilinkd` | [profile](https://github.com/mobilinkd) | no | NONE | 4686d | `2026-04-09T19:27:39Z` | 6 | 1 | weak | low | medium | many recent closed-unmerged PRs; 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 |
@@ -103,6 +104,7 @@
 | `lyfuci` | [profile](https://github.com/lyfuci) | no | NONE | 3970d | `2026-03-04T12:15:50Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
 | `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 5 | 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 |
 | `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 |
 | `joshavant` | [profile](https://github.com/joshavant) | no | CONTRIBUTOR | 5430d | `2026-02-19T23:12:53Z` | 5 | 0 | strong | low | low | targets high-star repos |
@@ -111,15 +113,16 @@
 | `sharkqwy` | [profile](https://github.com/sharkqwy) | no | NONE | 5196d | `2026-03-24T04:06:08Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `zhanggpcsu` | [profile](https://github.com/zhanggpcsu) | no | NONE | 2d | `2026-04-14T07:10:06Z` | 5 | 0 | weak | low | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `ztexydt-cqh` | [profile](https://github.com/ztexydt-cqh) | no | NONE | 1d | `2026-04-16T16:11:40Z` | 5 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
+| `Kyzcreig` | [profile](https://github.com/Kyzcreig) | no | NONE | 4208d | `2026-03-26T04:03:04Z` | 4 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 | `alexander-applyinnovations` | [profile](https://github.com/alexander-applyinnovations) | no | CONTRIBUTOR | 1334d | `2026-04-10T07:50:12Z` | 4 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `BKF-Gitty` | [profile](https://github.com/BKF-Gitty) | no | CONTRIBUTOR | 53d | `2026-04-11T18:30:35Z` | 4 | 2 | strong | low | low | very new account; targets high-star repos |
 | `dlebee-agent` | [profile](https://github.com/dlebee-agent) | no | NONE | 16d | `2026-04-17T18:21:49Z` | 4 | 2 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `frankekn` | [profile](https://github.com/frankekn) | no | MEMBER | 4714d | `2026-01-29T00:35:02Z` | 4 | 2 | strong | low | low | targets high-star repos |
 | `sebykrueger` | [profile](https://github.com/sebykrueger) | no | NONE | 4553d | `2026-04-12T13:47:56Z` | 4 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `bek91` | [profile](https://github.com/bek91) | no | NONE | 2144d | `2026-04-10T20:34:48Z` | 4 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `Joel-Claw` | [profile](https://github.com/Joel-Claw) | no | NONE | 7d | `2026-04-14T17:55:10Z` | 4 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
 | `joelnishanth` | [profile](https://github.com/joelnishanth) | no | CONTRIBUTOR | 1003d | `2026-02-24T01:34:00Z` | 4 | 1 | strong | low | low | targets high-star repos |
 | `WayChan` | [profile](https://github.com/WayChan) | no | NONE | 3842d | `2026-04-15T12:42:46Z` | 4 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `altaywtf` | [profile](https://github.com/altaywtf) | no | MEMBER | 4168d | `2026-03-01T16:30:13Z` | 4 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `bde1` | [profile](https://github.com/bde1) | no | CONTRIBUTOR | ?d | `2026-04-11T14:50:02Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
 | `briandevans` | [profile](https://github.com/briandevans) | no | CONTRIBUTOR | 103d | `2026-04-14T01:48:32Z` | 4 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `bulutmuf` | [profile](https://github.com/bulutmuf) | no | NONE | 340d | `2026-04-15T13:34:46Z` | 4 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
@@ -127,6 +130,7 @@
 | `GaosCode` | [profile](https://github.com/GaosCode) | no | CONTRIBUTOR | 632d | `2026-04-09T08:32:17Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `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 |
+| `jasonmakr` | [profile](https://github.com/jasonmakr) | no | NONE | 39d | `2026-04-18T02:14:36Z` | 4 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `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 |
 | `likewen-tech` | [profile](https://github.com/likewen-tech) | no | NONE | 477d | `2026-04-17T13:44:27Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; 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 |
@@ -135,23 +139,20 @@
 | `samrusani` | [profile](https://github.com/samrusani) | no | CONTRIBUTOR | 3856d | `2026-04-12T06:30:02Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
 | `samzong` | [profile](https://github.com/samzong) | no | CONTRIBUTOR | 3898d | `2026-03-10T13:13:25Z` | 4 | 0 | strong | moderate | low | — |
 | `wkeything` | [profile](https://github.com/wkeything) | no | NONE | 50d | `2026-04-14T22:36:13Z` | 4 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
+| `YangManBOBO` | [profile](https://github.com/YangManBOBO) | no | NONE | 827d | `2026-03-03T01:36:04Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `zeng269` | [profile](https://github.com/zeng269) | no | NONE | 2383d | `2026-04-15T18:11:38Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `zhengyuliu047-rgb` | [profile](https://github.com/zhengyuliu047-rgb) | no | NONE | 88d | `2026-04-14T04:51:17Z` | 4 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
 | `ziomancer` | [profile](https://github.com/ziomancer) | no | CONTRIBUTOR | 57d | `2026-03-05T10:46:38Z` | 4 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `zoneblaze` | [profile](https://github.com/zoneblaze) | no | NONE | 5505d | `2026-04-17T15:38:07Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `Kyzcreig` | [profile](https://github.com/Kyzcreig) | no | NONE | 4208d | `2026-04-10T10:49:31Z` | 3 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 | `CyberRaccoonTeam` | [profile](https://github.com/CyberRaccoonTeam) | no | NONE | 451d | `2026-04-11T12:36:28Z` | 3 | 4 | weak | moderate | low | many recent closed-unmerged PRs; 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 |
-| `frankekn` | [profile](https://github.com/frankekn) | no | MEMBER | 4714d | `2026-01-29T00:35:02Z` | 3 | 2 | strong | low | low | targets high-star repos |
-| `masatohoshino` | [profile](https://github.com/masatohoshino) | no | CONTRIBUTOR | 138d | `2026-02-25T18:12:54Z` | 3 | 1 | weak | low | medium | young 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 |
 | `bluesky6868` | [profile](https://github.com/bluesky6868) | no | NONE | 3181d | `2026-04-17T22:26:25Z` | 3 | 0 | weak | low | low | high open PR share; no visible non-self stars; 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 |
 | `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 |
 | `jarimustonen` | [profile](https://github.com/jarimustonen) | no | CONTRIBUTOR | 5232d | `2026-03-18T15:12:36Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `jasonmakr` | [profile](https://github.com/jasonmakr) | no | NONE | 39d | `2026-04-18T02:14:36Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `johnturek` | [profile](https://github.com/johnturek) | no | NONE | 6271d | `2026-04-14T03:23:25Z` | 3 | 0 | mixed | low | low | — |
 | `miyago9267` | [profile](https://github.com/miyago9267) | no | NONE | 2409d | `2026-04-17T08:38:57Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mpz4life` | [profile](https://github.com/mpz4life) | no | CONTRIBUTOR | 3120d | `2026-02-24T03:08:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -161,7 +162,6 @@
 | `Ricardo-M-L` | [profile](https://github.com/Ricardo-M-L) | no | NONE | 2080d | `2026-04-11T13:13:57Z` | 3 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `RLTree` | [profile](https://github.com/RLTree) | no | NONE | 1732d | `2026-04-14T20:31:37Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `xudaiyanzi` | [profile](https://github.com/xudaiyanzi) | no | NONE | 2751d | `2026-04-14T20:23:42Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `YangManBOBO` | [profile](https://github.com/YangManBOBO) | no | NONE | 827d | `2026-03-03T01:36:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `slepybear` | [profile](https://github.com/slepybear) | no | CONTRIBUTOR | 1386d | `2026-04-09T16:25:21Z` | 19 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `shad0wca7` | [profile](https://github.com/shad0wca7) | no | CONTRIBUTOR | 4159d | `2026-02-21T17:28:52Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sercada` | [profile](https://github.com/sercada) | no | CONTRIBUTOR | 3420d | `2026-03-10T14:46:37Z` | 5 | 2 | mixed | low | low | high open PR share; targets high-star repos |
@@ -180,15 +180,14 @@
 | `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 | — |
+| `Feelw00` | [profile](https://github.com/Feelw00) | no | NONE | 2690d | `2026-04-08T11:13:23Z` | 2 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
 | `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 |
 | `acwilan` | [profile](https://github.com/acwilan) | no | NONE | 5769d | `2026-04-14T01:21:33Z` | 2 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `BenediktSchackenberg` | [profile](https://github.com/BenediktSchackenberg) | no | NONE | 4476d | `2026-03-05T08:55:12Z` | 2 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `estack-takeda-yorichika` | [profile](https://github.com/estack-takeda-yorichika) | no | NONE | 2633d | `2026-04-13T06:30:38Z` | 2 | 1 | strong | low | low | high recent PR volume; no visible non-self stars |
-| `GodsBoy` | [profile](https://github.com/GodsBoy) | no | CONTRIBUTOR | 4554d | `2026-01-30T20:39:12Z` | 2 | 1 | strong | moderate | low | — |
 | `HongzhuLiu` | [profile](https://github.com/HongzhuLiu) | no | NONE | 4135d | `2026-04-14T09:36:49Z` | 2 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `jeffchen1981-fu` | [profile](https://github.com/jeffchen1981-fu) | no | NONE | 67d | `2026-02-28T09:25:03Z` | 2 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `LightDriverCS` | [profile](https://github.com/LightDriverCS) | no | NONE | 89d | `2026-04-13T22:53:03Z` | 2 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
@@ -267,11 +266,13 @@
 | `kakahu2015` | [profile](https://github.com/kakahu2015) | no | CONTRIBUTOR | 3678d | `2026-02-26T12:42:25Z` | 3 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `ayeshakhalid192007-dev` | [profile](https://github.com/ayeshakhalid192007-dev) | no | NONE | 172d | `2026-04-02T13:08:35Z` | 3 | 0 | weak | moderate | medium | young account; high open PR share |
 | `cedillarack` | [profile](https://github.com/cedillarack) | no | NONE | 61d | `2026-02-17T04:29:03Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `evandance` | [profile](https://github.com/evandance) | no | CONTRIBUTOR | 1220d | `2026-04-09T11:38:41Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
 | `Arry8` | [profile](https://github.com/Arry8) | no | NONE | 53d | `2026-03-13T19:47:00Z` | 2 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `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 |
 | `gdibble` | [profile](https://github.com/gdibble) | no | NONE | 5393d | `2026-02-20T17:08:19Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `GodsBoy` | [profile](https://github.com/GodsBoy) | no | CONTRIBUTOR | 4554d | `2026-01-30T20:39:12Z` | 2 | 1 | strong | moderate | low | — |
 | `HDYA` | [profile](https://github.com/HDYA) | no | CONTRIBUTOR | 3851d | `2026-03-24T10:23:05Z` | 2 | 1 | weak | low | low | high open PR share |
 | `jakepresent` | [profile](https://github.com/jakepresent) | no | CONTRIBUTOR | 3157d | `2026-03-07T18:48:46Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `kamusis` | [profile](https://github.com/kamusis) | no | NONE | 5054d | `2026-01-30T03:47:15Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -341,7 +342,6 @@
 | `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 |
 | `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 |
-| `Feelw00` | [profile](https://github.com/Feelw00) | no | NONE | 2690d | `2026-04-08T11:13:23Z` | 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 |
 | `fredguile` | [profile](https://github.com/fredguile) | no | NONE | 5894d | `2026-04-12T15:58:55Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs |
 | `ghoc0099` | [profile](https://github.com/ghoc0099) | no | NONE | 35d | `2026-04-12T18:49:23Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
@@ -418,7 +418,6 @@
 | `AnonAmit` | [profile](https://github.com/AnonAmit) | no | CONTRIBUTOR | 1058d | `2026-04-12T14:24:33Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `ANURAG040599` | [profile](https://github.com/ANURAG040599) | no | NONE | 1856d | `2026-04-13T03:07:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Aobing-code` | [profile](https://github.com/Aobing-code) | no | NONE | 761d | `2026-03-07T02:55:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `armsteadj1` | [profile](https://github.com/armsteadj1) | no | NONE | 6000d | `2026-04-11T10:44:40Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `aryankinha` | [profile](https://github.com/aryankinha) | no | NONE | 552d | `2026-04-14T09:25:17Z` | 1 | 0 | mixed | low | low | high open PR share; no visible non-self stars |
 | `athletesofthereef` | [profile](https://github.com/athletesofthereef) | no | NONE | 34d | `2026-04-14T06:04:02Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
 | `ATJGQ` | [profile](https://github.com/ATJGQ) | no | NONE | 1705d | `2026-04-15T11:34:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -443,6 +442,7 @@
 | `c6zks4gssn-droid` | [profile](https://github.com/c6zks4gssn-droid) | no | NONE | 47d | `2026-04-16T22:24:01Z` | 1 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `CCcassiusdjs` | [profile](https://github.com/CCcassiusdjs) | no | NONE | 950d | `2026-04-12T02:37:09Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `central-hd-ytakeda` | [profile](https://github.com/central-hd-ytakeda) | no | NONE | 895d | `2026-04-13T09:12:24Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `cesararevalo` | [profile](https://github.com/cesararevalo) | yes | NONE | 5858d | `2026-04-18T11:01:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `CharlesMcquade` | [profile](https://github.com/CharlesMcquade) | no | NONE | 4467d | `2026-04-13T16:56:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `cheapestinference` | [profile](https://github.com/cheapestinference) | no | CONTRIBUTOR | 175d | `2026-04-14T11:43:30Z` | 1 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `chefallan` | [profile](https://github.com/chefallan) | no | NONE | 3155d | `2026-04-12T22:54:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -497,7 +497,7 @@
 | `Ghitahouir` | [profile](https://github.com/Ghitahouir) | no | NONE | 1479d | `2026-04-14T21:09:25Z` | 1 | 0 | mixed | low | low | targets high-star repos |
 | `Gozei` | [profile](https://github.com/Gozei) | no | NONE | 2233d | `2026-04-15T10:34:27Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `grandmamischief` | [profile](https://github.com/grandmamischief) | no | NONE | 763d | `2026-04-11T15:11:35Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `grimmjoww` | [profile](https://github.com/grimmjoww) | yes | NONE | 3584d | `2026-04-18T10:03:57Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `grimmjoww` | [profile](https://github.com/grimmjoww) | no | NONE | 3584d | `2026-04-18T10:03:57Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `groovetandon` | [profile](https://github.com/groovetandon) | no | NONE | 3339d | `2026-04-16T01:30:13Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `grtninja` | [profile](https://github.com/grtninja) | no | NONE | 316d | `2026-04-11T11:50:44Z` | 1 | 0 | weak | high | medium | young account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars |
 | `gztony` | [profile](https://github.com/gztony) | no | NONE | 3302d | `2026-04-13T04:31:10Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -521,7 +521,7 @@
 | `imaddde867` | [profile](https://github.com/imaddde867) | no | NONE | 2202d | `2026-04-12T20:49:00Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `imanewstudent` | [profile](https://github.com/imanewstudent) | no | NONE | 939d | `2026-04-13T10:48:11Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `ImortalMask` | [profile](https://github.com/ImortalMask) | no | NONE | 1d | `2026-04-15T09:27:09Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `infocentr` | [profile](https://github.com/infocentr) | yes | NONE | 2808d | `2026-04-18T09:28:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `infocentr` | [profile](https://github.com/infocentr) | no | NONE | 2808d | `2026-04-18T09:28:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `insomnius` | [profile](https://github.com/insomnius) | no | NONE | 3552d | `2026-04-16T11:54:42Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `iosifpeterfi` | [profile](https://github.com/iosifpeterfi) | no | NONE | 4825d | `2026-04-14T20:41:55Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `isopenclaw` | [profile](https://github.com/isopenclaw) | no | NONE | 48d | `2026-04-16T01:27:05Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -755,12 +755,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3A100yenadmin)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3A100yenadmin)
 - repo first seen: `2026-03-15T18:31:56Z`
-- repo last seen: `2026-04-18T06:41:54Z`
+- repo last seen: `2026-04-18T11:00:16Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **100**
 - snapshot authored PRs/issues: **51 PRs / 49 issues**
-- snapshot discussion activity: **213 comments / 892 reviews / 892 review comments**
+- snapshot discussion activity: **214 comments / 892 reviews / 892 review comments**
 - account age: **178 days**
 - recent public PR activity: **81 PRs** (21 merged / 36 closed-unmerged / 24 open; merged rate **26%**, closed-unmerged rate **44%**, open rate **30%**)
 - public orgs: `electricsheephq`
@@ -917,6 +917,30 @@ 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
 
+### `hxy91819`
+
+- profile: [github.com/hxy91819](https://github.com/hxy91819)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahxy91819)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahxy91819)
+- repo first seen: `2026-03-13T11:26:05Z`
+- repo last seen: `2026-04-18T11:10:28Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **31**
+- snapshot authored PRs/issues: **30 PRs / 1 issues**
+- snapshot discussion activity: **126 comments / 26 reviews / 26 review comments**
+- account age: **4229 days**
+- recent public PR activity: **25 PRs** (18 merged / 3 closed-unmerged / 4 open; merged rate **72%**, closed-unmerged rate **12%**, open rate **16%**)
+- public orgs: `openclaw`
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **high recent PR volume; targets high-star repos**
+
+Example artifacts:
+- [PR #68521: fix(secret-scanning): remove maintainer @<LOGIN> attribution from replacement comment template](https://github.com/openclaw/openclaw/pull/68521) — closed, merged
+- [PR #68519: fix(secret-scanning): remove maintainer @<LOGIN> attribution from replacement comment template](https://github.com/openclaw/openclaw/pull/68519) — closed
+- [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
+
 ### `Takhoffman`
 
 - profile: [github.com/Takhoffman](https://github.com/Takhoffman)
@@ -941,41 +965,17 @@ Example artifacts:
 - [PR #67998: fix(bootstrap): workspace bootstrap prompt routing](https://github.com/openclaw/openclaw/pull/67998) — closed
 - [Issue #51619: [Bug]: mitmproxy integration broken - LLM ERROR](https://github.com/openclaw/openclaw/issues/51619) — closed
 
-### `hxy91819`
-
-- profile: [github.com/hxy91819](https://github.com/hxy91819)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahxy91819)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahxy91819)
-- repo first seen: `2026-03-13T11:26:05Z`
-- repo last seen: `2026-04-18T10:17:28Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **28**
-- snapshot authored PRs/issues: **27 PRs / 1 issues**
-- snapshot discussion activity: **122 comments / 26 reviews / 26 review comments**
-- account age: **4229 days**
-- recent public PR activity: **25 PRs** (18 merged / 3 closed-unmerged / 4 open; merged rate **72%**, closed-unmerged rate **12%**, open rate **16%**)
-- public orgs: `openclaw`
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **high recent PR volume; targets high-star repos**
-
-Example artifacts:
-- [PR #68439: docs(changelog): deduplicate #67679 entry](https://github.com/openclaw/openclaw/pull/68439) — closed, merged
-- [PR #68375: lint: add config redact coverage guards](https://github.com/openclaw/openclaw/pull/68375) — open
-- [PR #67920: CI: fix matrix lane shell interpolation in release checks](https://github.com/openclaw/openclaw/pull/67920) — open
-- [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: `2026-04-18T09:17:30Z`
+- repo last seen: `2026-04-18T10:54:59Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **32**
-- snapshot authored PRs/issues: **25 PRs / 7 issues**
+- repo primary artifacts: **33**
+- snapshot authored PRs/issues: **26 PRs / 7 issues**
 - snapshot discussion activity: **38 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%**)
@@ -984,9 +984,9 @@ Example artifacts:
 - heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
 
 Example artifacts:
+- [PR #68518: fix(ui): filter system event messages from chat transcript (#68508)](https://github.com/openclaw/openclaw/pull/68518) — open
 - [PR #68490: fix: exclude volatile inbound metadata from extraSystemPromptHash](https://github.com/openclaw/openclaw/pull/68490) — open
 - [PR #68448: fix: prioritize explicit provider config over model ID prefix parsing](https://github.com/openclaw/openclaw/pull/68448) — open
-- [PR #68382: fix(plugins): preserve existing capability during plugin cache state restore](https://github.com/openclaw/openclaw/pull/68382) — 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
@@ -1465,6 +1465,29 @@ Example artifacts:
 - [PR #68485: fix(minimax): enable image input for M2.7 models in provider catalog (#65424)](https://github.com/openclaw/openclaw/pull/68485) — open
 - [PR #67437: fix(bluebubbles): retry attachment fetch when webhook arrives with empty array (#65430)](https://github.com/openclaw/openclaw/pull/67437) — closed
 
+### `openperf`
+
+- profile: [github.com/openperf](https://github.com/openperf)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aopenperf)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aopenperf)
+- repo first seen: `2026-02-07T10:37:24Z`
+- repo last seen: `2026-04-18T10:47:27Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **13**
+- snapshot authored PRs/issues: **13 PRs / 0 issues**
+- snapshot discussion activity: **147 comments / 11 reviews / 11 review comments**
+- account age: **1860 days**
+- recent public PR activity: **10 PRs** (4 merged / 4 closed-unmerged / 2 open; merged rate **40%**, closed-unmerged rate **40%**, open rate **20%**)
+- public orgs: `openclaw`
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #68517: fix(infra/restart): exclude ancestor pids from stale-gateway cleanup](https://github.com/openclaw/openclaw/pull/68517) — open
+- [PR #67947: fix(codex): prevent gateway crash when app-server subprocess terminates abruptly](https://github.com/openclaw/openclaw/pull/67947) — closed, merged
+- [PR #67557: fix(gateway): capture config hash after plugin auto-enable to prevent restart loop](https://github.com/openclaw/openclaw/pull/67557) — closed, merged
+
 ### `Tianworld`
 
 - profile: [github.com/Tianworld](https://github.com/Tianworld)
@@ -1511,29 +1534,6 @@ Example artifacts:
 - [PR #68437: fix: exec tool gateway crash (#68376) and memory-core dreaming bloat (#68379)](https://github.com/openclaw/openclaw/pull/68437) — closed
 - [PR #68432: fix: exec tool gateway crash (#68376) and memory-core dreaming bloat (#68379)](https://github.com/openclaw/openclaw/pull/68432) — closed
 
-### `openperf`
-
-- profile: [github.com/openperf](https://github.com/openperf)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aopenperf)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aopenperf)
-- repo first seen: `2026-02-07T10:37:24Z`
-- repo last seen: `2026-04-18T01:18:29Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **12**
-- snapshot authored PRs/issues: **12 PRs / 0 issues**
-- snapshot discussion activity: **147 comments / 11 reviews / 11 review comments**
-- account age: **1860 days**
-- recent public PR activity: **10 PRs** (4 merged / 4 closed-unmerged / 2 open; merged rate **40%**, closed-unmerged rate **40%**, open rate **20%**)
-- public orgs: `openclaw`
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #67947: fix(codex): prevent gateway crash when app-server subprocess terminates abruptly](https://github.com/openclaw/openclaw/pull/67947) — closed, merged
-- [PR #67557: fix(gateway): capture config hash after plugin auto-enable to prevent restart loop](https://github.com/openclaw/openclaw/pull/67557) — closed, merged
-- [PR #67059: fix(heartbeat): preserve persona and exec context in isolated sessions](https://github.com/openclaw/openclaw/pull/67059) — open
-
 ### `pashpashpash`
 
 - profile: [github.com/pashpashpash](https://github.com/pashpashpash)
@@ -2570,6 +2570,30 @@ 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
+
 ### `mobilinkd`
 
 - profile: [github.com/mobilinkd](https://github.com/mobilinkd)
@@ -2945,6 +2969,29 @@ Example artifacts:
 - [PR #65827: fix: align timestampOptsFromConfig test with resolveUserTimezone UTC fallback](https://github.com/openclaw/openclaw/pull/65827) — closed
 - [Issue #64138: All plugin skills fail to load: dist-runtime symlinks break realpath() containment check](https://github.com/openclaw/openclaw/issues/64138) — closed
 
+### `altaywtf`
+
+- profile: [github.com/altaywtf](https://github.com/altaywtf)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aaltaywtf)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aaltaywtf)
+- repo first seen: `2026-03-01T16:30:13Z`
+- repo last seen: `2026-04-18T10:34:45Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **5 PRs / 0 issues**
+- snapshot discussion activity: **231 comments / 0 reviews / 0 review comments**
+- account age: **4168 days**
+- recent public PR activity: **5 PRs** (2 merged / 2 closed-unmerged / 1 open; merged rate **40%**, closed-unmerged rate **40%**, open rate **20%**)
+- public orgs: `putdotio`, `openclaw`, `uinaf`
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #68515: docs(changelog): add missing entry for #47322](https://github.com/openclaw/openclaw/pull/68515) — closed, merged
+- [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
+
 ### `armorbreak001`
 
 - profile: [github.com/armorbreak001](https://github.com/armorbreak001)
@@ -3129,6 +3176,32 @@ Example artifacts:
 - [PR #68070: fix: prevent infinite retry loops on tool parameter validation errors](https://github.com/openclaw/openclaw/pull/68070) — open
 - [PR #67808: fix: : Control UI: sent messages don't render until hard refresh](https://github.com/openclaw/openclaw/pull/67808) — closed
 
+### `Kyzcreig`
+
+- profile: [github.com/Kyzcreig](https://github.com/Kyzcreig)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AKyzcreig)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AKyzcreig)
+- repo first seen: `2026-03-26T04:03:04Z`
+- repo last seen: `2026-04-17T04:56:22Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **9**
+- snapshot authored PRs/issues: **4 PRs / 5 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **4208 days**
+- recent public PR activity: **7 PRs** (3 merged / 1 closed-unmerged / 3 open; merged rate **43%**, closed-unmerged rate **14%**, open rate **43%**)
+- 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 #66398: feat: instrument active-memory embedded runs](https://github.com/openclaw/openclaw/pull/66398) — closed
+- [PR #65284: fix(context): avoid stale provider context window collisions](https://github.com/openclaw/openclaw/pull/65284) — open
+- [PR #65134: fix: use completeSimple for LLM slug generation instead of runEmbeddedPiAgent](https://github.com/openclaw/openclaw/pull/65134) — open
+- [Issue #64721: Cron tool schema missing model/timeout/contextTokens/maxSpendUsd fields](https://github.com/openclaw/openclaw/issues/64721) — open
+- [Issue #64327: Include effective contextTokens limit in hook event context](https://github.com/openclaw/openclaw/issues/64327) — open
+- [Issue #64268: Emit llm_output per-LLM-call in agentic loops, not just once per turn](https://github.com/openclaw/openclaw/issues/64268) — open
+
 ### `alexander-applyinnovations`
 
 - profile: [github.com/alexander-applyinnovations](https://github.com/alexander-applyinnovations)
@@ -3204,6 +3277,31 @@ Example artifacts:
 - [Issue #68297: [Feature]: Add --daemon-env flag to openclaw node install](https://github.com/openclaw/openclaw/issues/68297) — open
 - [Issue #68287: [Bug]: openclaw node install fails with 'Unit file openclaw-gateway.service does not exist' on node-only VMs](https://github.com/openclaw/openclaw/issues/68287) — open
 
+### `frankekn`
+
+- profile: [github.com/frankekn](https://github.com/frankekn)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Afrankekn)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Afrankekn)
+- repo first seen: `2026-01-29T00:35:02Z`
+- repo last seen: `2026-04-18T11:16:08Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **4 PRs / 2 issues**
+- snapshot discussion activity: **228 comments / 2 reviews / 2 review comments**
+- account age: **4714 days**
+- recent public PR activity: **5 PRs** (5 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
+- public orgs: `openclaw`, `openabdev`
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #68516: fix(cli): normalize reply-media paths for agent --deliver](https://github.com/openclaw/openclaw/pull/68516) — open
+- [PR #65966: fix(whatsapp): harden Baileys media upload hotfix](https://github.com/openclaw/openclaw/pull/65966) — closed, merged
+- [PR #65896: fix(whatsapp): await write stream finish before returning encFilePath](https://github.com/openclaw/openclaw/pull/65896) — closed, merged
+- [Issue #63130: claude-cli OAuth token not auto-refreshed; agents silently fall back](https://github.com/openclaw/openclaw/issues/63130) — closed
+- [Issue #63054: Bug: NO_REPLY token leaks as visible text when model generates trailing content after NO_REPLY](https://github.com/openclaw/openclaw/issues/63054) — closed
+
 ### `sebykrueger`
 
 - profile: [github.com/sebykrueger](https://github.com/sebykrueger)
@@ -3325,29 +3423,6 @@ Example artifacts:
 - [PR #67223: fix(acp): reuse existing session key for persistent spawns with same label](https://github.com/openclaw/openclaw/pull/67223) — closed, draft
 - [Issue #67965: skills.test.ts: workflows_review command missing in buildWorkspaceSkillCommandSpecs (pre-existing on main)](https://github.com/openclaw/openclaw/issues/67965) — closed
 
-### `altaywtf`
-
-- profile: [github.com/altaywtf](https://github.com/altaywtf)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aaltaywtf)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aaltaywtf)
-- repo first seen: `2026-03-01T16:30:13Z`
-- repo last seen: `2026-04-18T10:00:53Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **230 comments / 0 reviews / 0 review comments**
-- account age: **4168 days**
-- recent public PR activity: **5 PRs** (2 merged / 2 closed-unmerged / 1 open; merged rate **40%**, closed-unmerged rate **40%**, open rate **20%**)
-- public orgs: `putdotio`, `openclaw`, `uinaf`
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-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
-- [PR #64969: fix: repair provider transport and channel registry CI regressions](https://github.com/openclaw/openclaw/pull/64969) — closed
-
 ### `bde1`
 
 - profile: [github.com/bde1](https://github.com/bde1)
@@ -3510,6 +3585,29 @@ 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
 
+### `jasonmakr`
+
+- profile: [github.com/jasonmakr](https://github.com/jasonmakr)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajasonmakr)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajasonmakr)
+- repo first seen: `2026-04-18T02:14:36Z`
+- repo last seen: `2026-04-18T10:33:11Z`
+- first seen in snapshot: **no**
+- 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: **39 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: **very new account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68512: fix: treat cron runs with NO_REPLY tool results as silent success](https://github.com/openclaw/openclaw/pull/68512) — open
+- [PR #68473: fix(memory-core): expand concept stopword list to filter transcript noise](https://github.com/openclaw/openclaw/pull/68473) — open
+- [PR #68408: fix(memory-core): strip dreaming managed blocks from daily memory reads](https://github.com/openclaw/openclaw/pull/68408) — open
+
 ### `KeWang0622`
 
 - profile: [github.com/KeWang0622](https://github.com/KeWang0622)
@@ -3694,6 +3792,29 @@ Example artifacts:
 - [PR #66846: feat(memory): add model override for memoryFlush](https://github.com/openclaw/openclaw/pull/66846) — open
 - [PR #66845: fix(memory): handle zero-initialization in flush compaction dedup](https://github.com/openclaw/openclaw/pull/66845) — open
 
+### `YangManBOBO`
+
+- profile: [github.com/YangManBOBO](https://github.com/YangManBOBO)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AYangManBOBO)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AYangManBOBO)
+- repo first seen: `2026-03-03T01:36:04Z`
+- repo last seen: `2026-04-16T11:34:51Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- account age: **827 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 #67644: fix: avoid python preflight false positives for $ tokens in string literals](https://github.com/openclaw/openclaw/pull/67644) — open
+- [PR #66442: fix(skills): support Discord multi-account config in skills check](https://github.com/openclaw/openclaw/pull/66442) — open
+- [PR #65753: docs: fix link audit to ignore fenced code blocks correctly](https://github.com/openclaw/openclaw/pull/65753) — open
+
 ### `zeng269`
 
 - profile: [github.com/zeng269](https://github.com/zeng269)
@@ -3786,32 +3907,6 @@ Example artifacts:
 - [PR #68276: feat(android/chat): filter cron-delivery noise and strip <final> wrapper](https://github.com/openclaw/openclaw/pull/68276) — open
 - [PR #68202: fix(session): only persist user-selected auth profile overrides across /new and /reset](https://github.com/openclaw/openclaw/pull/68202) — open
 
-### `Kyzcreig`
-
-- profile: [github.com/Kyzcreig](https://github.com/Kyzcreig)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AKyzcreig)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AKyzcreig)
-- repo first seen: `2026-04-10T10:49:31Z`
-- repo last seen: `2026-04-17T04:56:22Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **8**
-- snapshot authored PRs/issues: **3 PRs / 5 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **4208 days**
-- recent public PR activity: **7 PRs** (3 merged / 1 closed-unmerged / 3 open; merged rate **43%**, closed-unmerged rate **14%**, open rate **43%**)
-- 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 #66398: feat: instrument active-memory embedded runs](https://github.com/openclaw/openclaw/pull/66398) — closed
-- [PR #65284: fix(context): avoid stale provider context window collisions](https://github.com/openclaw/openclaw/pull/65284) — open
-- [PR #65134: fix: use completeSimple for LLM slug generation instead of runEmbeddedPiAgent](https://github.com/openclaw/openclaw/pull/65134) — open
-- [Issue #64721: Cron tool schema missing model/timeout/contextTokens/maxSpendUsd fields](https://github.com/openclaw/openclaw/issues/64721) — open
-- [Issue #64327: Include effective contextTokens limit in hook event context](https://github.com/openclaw/openclaw/issues/64327) — open
-- [Issue #64268: Emit llm_output per-LLM-call in agentic loops, not just once per turn](https://github.com/openclaw/openclaw/issues/64268) — open
-
 ### `CyberRaccoonTeam`
 
 - profile: [github.com/CyberRaccoonTeam](https://github.com/CyberRaccoonTeam)
@@ -3889,55 +3984,6 @@ 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) — open
 
-### `frankekn`
-
-- profile: [github.com/frankekn](https://github.com/frankekn)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Afrankekn)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Afrankekn)
-- repo first seen: `2026-01-29T00:35:02Z`
-- repo last seen: `2026-04-15T12:38:27Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **3 PRs / 2 issues**
-- snapshot discussion activity: **228 comments / 1 reviews / 1 review comments**
-- account age: **4714 days**
-- recent public PR activity: **5 PRs** (5 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
-- public orgs: `openclaw`, `openabdev`
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #65966: fix(whatsapp): harden Baileys media upload hotfix](https://github.com/openclaw/openclaw/pull/65966) — closed, merged
-- [PR #65896: fix(whatsapp): await write stream finish before returning encFilePath](https://github.com/openclaw/openclaw/pull/65896) — closed, merged
-- [PR #65806: [codex] Fix LM Studio header-auth follow-ups](https://github.com/openclaw/openclaw/pull/65806) — closed, merged
-- [Issue #63130: claude-cli OAuth token not auto-refreshed; agents silently fall back](https://github.com/openclaw/openclaw/issues/63130) — closed
-- [Issue #63054: Bug: NO_REPLY token leaks as visible text when model generates trailing content after NO_REPLY](https://github.com/openclaw/openclaw/issues/63054) — 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: `2026-04-18T09:33:53Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **3 PRs / 1 issues**
-- snapshot discussion activity: **17 comments / 17 reviews / 17 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
-
 ### `yoanndefay`
 
 - profile: [github.com/yoanndefay](https://github.com/yoanndefay)
@@ -4077,29 +4123,6 @@ Example artifacts:
 - [PR #67243: context-engine: pass runtime context to ContextEngineFactory](https://github.com/openclaw/openclaw/pull/67243) — open
 - [PR #67242: plugin-sdk: add stable embeddings subpath export](https://github.com/openclaw/openclaw/pull/67242) — open
 
-### `jasonmakr`
-
-- profile: [github.com/jasonmakr](https://github.com/jasonmakr)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajasonmakr)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajasonmakr)
-- repo first seen: `2026-04-18T02:14:36Z`
-- repo last seen: `2026-04-18T08:28:22Z`
-- 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: **39 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: **very new account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68473: fix(memory-core): expand concept stopword list to filter transcript noise](https://github.com/openclaw/openclaw/pull/68473) — open
-- [PR #68408: fix(memory-core): strip dreaming managed blocks from daily memory reads](https://github.com/openclaw/openclaw/pull/68408) — open
-- [PR #68364: fix: prevent unbounded narrative session growth by stabilizing session key (#68354)](https://github.com/openclaw/openclaw/pull/68364) — open
-
 ### `johnturek`
 
 - profile: [github.com/johnturek](https://github.com/johnturek)
@@ -4307,29 +4330,6 @@ Example artifacts:
 - [PR #67951: fix(ui): retry chat.history during gateway startup without retryable](https://github.com/openclaw/openclaw/pull/67951) — open
 - [PR #66780: fix(ui): retry chat.history during gateway startup without retryable](https://github.com/openclaw/openclaw/pull/66780) — open
 
-### `YangManBOBO`
-
-- profile: [github.com/YangManBOBO](https://github.com/YangManBOBO)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AYangManBOBO)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AYangManBOBO)
-- repo first seen: `2026-03-03T01:36:04Z`
-- repo last seen: `2026-04-16T11:34:51Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **827 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 #67644: fix: avoid python preflight false positives for $ tokens in string literals](https://github.com/openclaw/openclaw/pull/67644) — open
-- [PR #66442: fix(skills): support Discord multi-account config in skills check](https://github.com/openclaw/openclaw/pull/66442) — open
-- [PR #65753: docs: fix link audit to ignore fenced code blocks correctly](https://github.com/openclaw/openclaw/pull/65753) — open
-
 ### `slepybear`
 
 - profile: [github.com/slepybear](https://github.com/slepybear)
@@ -4765,6 +4765,30 @@ Example artifacts:
 - [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
 
+### `Feelw00`
+
+- profile: [github.com/Feelw00](https://github.com/Feelw00)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AFeelw00)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AFeelw00)
+- repo first seen: `2026-04-08T11:13:23Z`
+- repo last seen: `2026-04-18T10:26:11Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **2 PRs / 2 issues**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- account age: **2690 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 #68511: fix(infra): revert sigusr1 authorization when emitGatewayRestart emission throws](https://github.com/openclaw/openclaw/pull/68511) — open
+- [PR #68489: fix(agents): keep subagent sweeper alive while pendingLifecycleErrorByRunId has entries](https://github.com/openclaw/openclaw/pull/68489) — closed
+- [Issue #68510: emitGatewayRestart's catch path leaves sigusr1 authorization count incremented on emit failure](https://github.com/openclaw/openclaw/issues/68510) — open
+- [Issue #68487: subagent sweeper self-stops while pendingLifecycleErrorByRunId still has entries](https://github.com/openclaw/openclaw/issues/68487) — open
+
 ### `hansolo949`
 
 - profile: [github.com/hansolo949](https://github.com/hansolo949)
@@ -4907,29 +4931,6 @@ Example artifacts:
 - [PR #66331: Agents: add per-agent TTS and STT overrides](https://github.com/openclaw/openclaw/pull/66331) — open
 - [Issue #66252: [Feature]: Per-Agent TTS/STT Configuration Overrides for Multi-Language Support](https://github.com/openclaw/openclaw/issues/66252) — open
 
-### `BenediktSchackenberg`
-
-- profile: [github.com/BenediktSchackenberg](https://github.com/BenediktSchackenberg)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ABenediktSchackenberg)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ABenediktSchackenberg)
-- repo first seen: `2026-03-05T08:55:12Z`
-- repo last seen: `2026-04-11T10:57:31Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **9 comments / 2 reviews / 0 review comments**
-- account age: **4476 days**
-- recent public PR activity: **9 PRs** (4 merged / 1 closed-unmerged / 4 open; merged rate **44%**, closed-unmerged rate **11%**, open rate **44%**)
-- 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 #64769: fix(browser): make headless start override request-local](https://github.com/openclaw/openclaw/pull/64769) — open
-- [PR #64768: fix(discord): disconnect gateway before missing-id startup throw](https://github.com/openclaw/openclaw/pull/64768) — open
-- [Issue #35796: [Bug]: Windows node onboarding: no --token flag, config overwritten on restart, confusing devices/nodes split](https://github.com/openclaw/openclaw/issues/35796) — open
-
 ### `estack-takeda-yorichika`
 
 - profile: [github.com/estack-takeda-yorichika](https://github.com/estack-takeda-yorichika)
@@ -4953,29 +4954,6 @@ Example artifacts:
 - [PR #65881: feat(plugins): pass attachment metadata to before_model_resolve hook](https://github.com/openclaw/openclaw/pull/65881) — open
 - [Issue #65754: feat: before_model_resolve フックに attachments メタデータを追加](https://github.com/openclaw/openclaw/issues/65754) — open
 
-### `GodsBoy`
-
-- profile: [github.com/GodsBoy](https://github.com/GodsBoy)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AGodsBoy)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AGodsBoy)
-- repo first seen: `2026-01-30T20:39:12Z`
-- repo last seen: `2026-04-17T10:56:31Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **73 comments / 1 reviews / 1 review comments**
-- account age: **4554 days**
-- recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **—**
-
-Example artifacts:
-- [PR #66678: Context engine/plugins: accept third-party engines whose info.id differs from registered slot id](https://github.com/openclaw/openclaw/pull/66678) — open
-- [PR #64766: fix(media): disable pinned DNS dispatcher for FormData transcription requests](https://github.com/openclaw/openclaw/pull/64766) — closed, merged
-- [Issue #64762: [Bug]: SSRF guard pinned DNS dispatcher corrupts FormData multipart bodies, breaking audio transcription](https://github.com/openclaw/openclaw/issues/64762) — closed
-
 ### `HongzhuLiu`
 
 - profile: [github.com/HongzhuLiu](https://github.com/HongzhuLiu)
@@ -5164,12 +5142,12 @@ Example artifacts:
 - 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: `2026-04-18T10:19:26Z`
+- 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: **4 comments / 4 reviews / 4 review comments**
+- 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
@@ -6718,6 +6696,29 @@ Example artifacts:
 - [PR #64518: fix: clear model/provider override on /new and /reset](https://github.com/openclaw/openclaw/pull/64518) — open
 - [PR #64491: fix(config): add timeoutSeconds support to agents.defaults.heartbeat](https://github.com/openclaw/openclaw/pull/64491) — closed, merged
 
+### `evandance`
+
+- profile: [github.com/evandance](https://github.com/evandance)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aevandance)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aevandance)
+- repo first seen: `2026-04-09T11:38:41Z`
+- repo last seen: `2026-04-18T10:42:56Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 6 reviews / 6 review comments**
+- account age: **1220 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 #68514: fix(feishu): preserve URL boundaries in post markdown messages](https://github.com/openclaw/openclaw/pull/68514) — open
+- [PR #63835: feat(feishu): standardize request UA and register bot as AI agent](https://github.com/openclaw/openclaw/pull/63835) — closed, merged
+- [PR #63715: feat(feishu): support lark-cli integration with UA tracking, security warning, and probe switch](https://github.com/openclaw/openclaw/pull/63715) — closed
+
 ### `IVY-AI-gif`
 
 - profile: [github.com/IVY-AI-gif](https://github.com/IVY-AI-gif)
@@ -6835,6 +6836,29 @@ Example artifacts:
 - [PR #63378: feat(websocket-heartbeats) recognize session evictions](https://github.com/openclaw/openclaw/pull/63378) — closed
 - [Issue #63374: [Feature]: Symmetric Session Eviction Real-Time Realities (WebSocket Heartbeats)](https://github.com/openclaw/openclaw/issues/63374) — open
 
+### `GodsBoy`
+
+- profile: [github.com/GodsBoy](https://github.com/GodsBoy)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AGodsBoy)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AGodsBoy)
+- repo first seen: `2026-01-30T20:39:12Z`
+- repo last seen: `2026-04-17T10:56:31Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **2 PRs / 1 issues**
+- snapshot discussion activity: **73 comments / 1 reviews / 1 review comments**
+- account age: **4554 days**
+- recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #66678: Context engine/plugins: accept third-party engines whose info.id differs from registered slot id](https://github.com/openclaw/openclaw/pull/66678) — open
+- [PR #64766: fix(media): disable pinned DNS dispatcher for FormData transcription requests](https://github.com/openclaw/openclaw/pull/64766) — closed, merged
+- [Issue #64762: [Bug]: SSRF guard pinned DNS dispatcher corrupts FormData multipart bodies, breaking audio transcription](https://github.com/openclaw/openclaw/issues/64762) — closed
+
 ### `HDYA`
 
 - profile: [github.com/HDYA](https://github.com/HDYA)
@@ -8394,28 +8418,6 @@ Example artifacts:
 - [PR #65629: fix: user-facing Gemini auth errors + /connect_ai_subscription command](https://github.com/openclaw/openclaw/pull/65629) — open
 - [Issue #63833: -](https://github.com/openclaw/openclaw/issues/63833) — closed
 
-### `Feelw00`
-
-- profile: [github.com/Feelw00](https://github.com/Feelw00)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AFeelw00)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AFeelw00)
-- repo first seen: `2026-04-08T11:13:23Z`
-- repo last seen: `2026-04-18T09:15:55Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **2690 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 #68489: fix(agents): keep subagent sweeper alive while pendingLifecycleErrorByRunId has entries](https://github.com/openclaw/openclaw/pull/68489) — closed
-- [Issue #68487: subagent sweeper self-stops while pendingLifecycleErrorByRunId still has entries](https://github.com/openclaw/openclaw/issues/68487) — open
-
 ### `fmercurio`
 
 - profile: [github.com/fmercurio](https://github.com/fmercurio)
@@ -10066,27 +10068,6 @@ Example artifacts:
 Example artifacts:
 - [PR #68103: Add nvidia api support](https://github.com/openclaw/openclaw/pull/68103) — open
 
-### `armsteadj1`
-
-- profile: [github.com/armsteadj1](https://github.com/armsteadj1)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aarmsteadj1)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aarmsteadj1)
-- repo first seen: `2026-04-11T10:44:40Z`
-- repo last seen: `2026-04-11T10:44:40Z`
-- 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: **6000 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: `hello-benji`
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #64758: fix: unblock steer-mode followups when active runs stop streaming](https://github.com/openclaw/openclaw/pull/64758) — open
-
 ### `aryankinha`
 
 - profile: [github.com/aryankinha](https://github.com/aryankinha)
@@ -10591,6 +10572,27 @@ Example artifacts:
 Example artifacts:
 - [PR #65831: feat(plugins): pass attachment metadata to before_model_resolve hook](https://github.com/openclaw/openclaw/pull/65831) — open
 
+### `cesararevalo`
+
+- profile: [github.com/cesararevalo](https://github.com/cesararevalo)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Acesararevalo)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acesararevalo)
+- repo first seen: `2026-04-18T11:01:34Z`
+- repo last seen: `2026-04-18T11:01:34Z`
+- 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: **5858 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 #68523: Fix to Slack HTTP Registry](https://github.com/openclaw/openclaw/pull/68523) — open
+
 ### `CharlesMcquade`
 
 - profile: [github.com/CharlesMcquade](https://github.com/CharlesMcquade)
@@ -11732,7 +11734,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Agrimmjoww)
 - repo first seen: `2026-04-18T10:03:57Z`
 - repo last seen: `2026-04-18T10:03:57Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -12237,7 +12239,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ainfocentr)
 - repo first seen: `2026-04-18T09:28:18Z`
 - repo last seen: `2026-04-18T09:28:18Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -13286,12 +13288,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alangningchen-openclaw)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alangningchen-openclaw)
 - repo first seen: `2026-04-17T14:34:30Z`
-- repo last seen: `2026-04-17T14:34:30Z`
+- repo last seen: `2026-04-18T11:09:31Z`
 - 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**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **0 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
@@ -15240,12 +15242,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AShayMeshGit)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AShayMeshGit)
 - repo first seen: `2026-04-17T19:10:02Z`
-- repo last seen: `2026-04-17T19:10:02Z`
+- repo last seen: `2026-04-18T10:27:44Z`
 - 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**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
 - account age: **2606 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
@@ -15253,7 +15255,7 @@ Example artifacts:
 - heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #68250: docs: use relative links in provider index to fix localization #68139](https://github.com/openclaw/openclaw/pull/68250) — open
+- [PR #68250: docs: use relative links in provider index to fix localization #68139](https://github.com/openclaw/openclaw/pull/68250) — closed
 
 ### `shirtlessfounder`
 

new_contributors.parquet

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-size 97838
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+size 97790

pr_comments.parquet

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-size 46590700
+oid sha256:9bdd191b872cc07cee01f3a3c5636e84aa750f8518979fa199b0ad8722c69594
+size 46604539

pr_diffs.parquet

@@ -1,3 +1,3 @@
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-oid sha256:e65e8021a5535b86d229feae859aa6f505004438e4e3a33347ae17498aaf1609
-size 120605629
+oid sha256:2a7d8529e9428090f80974fa2294940782619e6696405884a629863c74981308
+size 121040969

pr_files.parquet

@@ -1,3 +1,3 @@
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-oid sha256:b235e9c4a76c07c833e761f6e6da2630f6a180072291f9bdb21e182d0c576f0e
-size 88557842
+oid sha256:31945afebff7078f008d6c954569f43d395bd9507cd8991e269b389835ab6914
+size 88827650

pull_requests.parquet

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-oid sha256:7d4bc6a48add893cb7301c0ab72c7f77c0b38d95f66ee49321f2b3593ca4f601
-size 4616104
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+size 4650362

review_comments.parquet

@@ -1,3 +1,3 @@
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-size 7010130
+oid sha256:633fbfbcb5cf973f24bc99874859b4d550eb071ac0bb3373a54fa72114278d95
+size 7056755

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3f6eaf617e3f3489dbaca0e66b194af9cd876d1e68c0df0f54752bcbc070fb29
-size 1371492
+oid sha256:1caec3d9905fe84f39047c4e15e798fd35fe9ddfbddf24130fcbaf78196cb3ce
+size 1378875

snapshots/20260418T112035Z/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": {
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+    "issues": 4402,
+    "links": 43977,
+    "new_contributors": 714,
+    "pr_diffs": 3206,
+    "pr_files": 66617,
+    "pull_requests": 3206,
+    "review_comments": 16374,
+    "reviews": 12418,
+    "timeline_events": 52127
+  },
+  "crawl_started_at": "2026-04-18T11:20:35Z",
+  "delta_counts": {
+    "comments": 31,
+    "issue_stubs": 55,
+    "issues": 12,
+    "links": 182,
+    "pr_diffs": 43,
+    "pr_files": 602,
+    "pull_requests": 43,
+    "review_comments": 835,
+    "reviews": 610,
+    "timeline_events": 1531
+  },
+  "extracted_at": "2026-04-18T11:20:35Z",
+  "repo": "openclaw/openclaw",
+  "snapshot_id": "20260418T112035Z",
+  "watermark": {
+    "effective_since": "2026-04-18T10:20:34Z",
+    "next_since": "2026-04-18T11:20:35Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260418T102034Z/manifest.json",
-  "latest_snapshot_id": "20260418T102034Z",
+  "archived_manifest_path": "snapshots/20260418T112035Z/manifest.json",
+  "latest_snapshot_id": "20260418T112035Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-18T10:20:34Z",
+  "next_since": "2026-04-18T11:20:35Z",
   "repo": "openclaw/openclaw",
-  "snapshot_dir": "snapshots/20260418T102034Z"
+  "snapshot_dir": "snapshots/20260418T112035Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-04-18T09:20:36Z",
-  "last_successful_snapshot_id": "20260418T102034Z",
-  "next_since": "2026-04-18T10:20:34Z",
+  "effective_since": "2026-04-18T10:20:34Z",
+  "last_successful_snapshot_id": "20260418T112035Z",
+  "next_since": "2026-04-18T11:20:35Z",
   "repo": "openclaw/openclaw",
-  "updated_at": "2026-04-18T10:20:34Z"
+  "updated_at": "2026-04-18T11:20:35Z"
 }