Refresh openclaw dataset snapshot 20260419T042034Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-12T03:48:09Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "bullwinkle",
       "name": "Dmitriy",
@@ -38119,63 +38022,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "jdc4429",
-      "name": "Jeff Carleton",
-      "profile_url": "https://github.com/jdc4429",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajdc4429",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajdc4429",
-      "repo_first_seen_at": "2026-04-12T20:57:07Z",
-      "repo_last_seen_at": "2026-04-18T15:55:25Z",
-      "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 165,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 0,
-      "snapshot_review_count": 82,
-      "snapshot_review_comment_count": 82,
-      "repo_association": "NONE",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 3611,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 1,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 1,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 1.0,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 65554,
-            "title": "Jdc4429 media support v2 - Updated to work with latest version 2026.4.11",
-            "url": "https://github.com/openclaw/openclaw/pull/65554",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-12T20:57:07Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "JeevaByte",
       "name": "Jeevanantham Balakrishnan",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260419T032035Z`
-- Generated: `2026-04-19T03:22:21Z`
+- Snapshot: `20260419T042034Z`
+- Generated: `2026-04-19T04:22:32Z`
 - Activity window: `7d`
-- Contributors: `713`
+- Contributors: `710`
 
 ## Summary
 
@@ -15,10 +15,9 @@
 | `hclsys` | [profile](https://github.com/hclsys) | no | CONTRIBUTOR | 4339d | `2026-01-29T06:32:51Z` | 41 | 0 | weak | low | high | very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `nightq` | [profile](https://github.com/nightq) | no | CONTRIBUTOR | 4825d | `2026-04-01T13:17:35Z` | 40 | 1 | weak | low | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `neeravmakwana` | [profile](https://github.com/neeravmakwana) | no | CONTRIBUTOR | 64d | `2026-02-24T02:57:36Z` | 40 | 0 | weak | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `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 |
+| `kagura-agent` | [profile](https://github.com/kagura-agent) | no | CONTRIBUTOR | 32d | `2026-03-18T00:16:55Z` | 32 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
 | `Takhoffman` | [profile](https://github.com/Takhoffman) | no | CONTRIBUTOR | 5455d | `2026-01-27T16:37:08Z` | 32 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
 | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 735d | `2026-03-03T03:34:57Z` | 31 | 11 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
-| `kagura-agent` | [profile](https://github.com/kagura-agent) | no | CONTRIBUTOR | 32d | `2026-03-18T00:16:55Z` | 31 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
 | `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 30 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
 | `eleqtrizit` | [profile](https://github.com/eleqtrizit) | no | CONTRIBUTOR | 3150d | `2026-04-07T18:17:36Z` | 23 | 0 | strong | low | low | targets high-star repos |
 | `oraculoos` | [profile](https://github.com/oraculoos) | no | NONE | ?d | `2026-04-14T13:16:27Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
@@ -49,6 +48,7 @@
 | `1aifanatic` | [profile](https://github.com/1aifanatic) | no | NONE | 2426d | `2026-02-01T16:01:30Z` | 11 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Bartok9` | [profile](https://github.com/Bartok9) | no | CONTRIBUTOR | 70d | `2026-02-27T18:48:49Z` | 11 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `Jimmy-xuzimo` | [profile](https://github.com/Jimmy-xuzimo) | no | CONTRIBUTOR | 1335d | `2026-02-25T14:46:20Z` | 10 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `lawrence3699` | [profile](https://github.com/lawrence3699) | no | CONTRIBUTOR | 135d | `2026-04-06T08:25:15Z` | 10 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `Linux2010` | [profile](https://github.com/Linux2010) | no | CONTRIBUTOR | 3021d | `2026-02-28T09:30:44Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `lml2468` | [profile](https://github.com/lml2468) | no | CONTRIBUTOR | 2893d | `2026-03-03T11:34:24Z` | 10 | 0 | strong | low | low | high recent PR volume |
 | `MonkeyLeeT` | [profile](https://github.com/MonkeyLeeT) | no | CONTRIBUTOR | 4437d | `2026-03-02T15:37:21Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -59,13 +59,13 @@
 | `VACInc` | [profile](https://github.com/VACInc) | no | CONTRIBUTOR | 4839d | `2026-01-06T03:04:41Z` | 9 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `martingarramon` | [profile](https://github.com/martingarramon) | no | CONTRIBUTOR | 49d | `2026-03-21T22:50:34Z` | 9 | 1 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `stainlu` | [profile](https://github.com/stainlu) | no | CONTRIBUTOR | 1364d | `2026-04-08T01:24:20Z` | 9 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `lawrence3699` | [profile](https://github.com/lawrence3699) | no | CONTRIBUTOR | 135d | `2026-04-06T08:25:15Z` | 9 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `WuKongAI-CMU` | [profile](https://github.com/WuKongAI-CMU) | no | CONTRIBUTOR | 343d | `2026-03-09T20:35:04Z` | 9 | 0 | weak | low | low | young account; high recent PR volume; high open PR share; targets high-star repos |
 | `xinmotlanthua` | [profile](https://github.com/xinmotlanthua) | no | CONTRIBUTOR | ?d | `2026-04-14T03:17:52Z` | 9 | 0 | n/a | n/a | n/a | summary unavailable |
 | `yqli2420` | [profile](https://github.com/yqli2420) | no | CONTRIBUTOR | 3910d | `2026-04-13T18:44:19Z` | 9 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `zqchris` | [profile](https://github.com/zqchris) | no | CONTRIBUTOR | 4718d | `2026-03-01T13:09:15Z` | 8 | 5 | weak | low | low | high open PR share; targets high-star repos |
 | `zhouhe-xydt` | [profile](https://github.com/zhouhe-xydt) | no | CONTRIBUTOR | 44d | `2026-03-10T08:57:32Z` | 8 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `loongfay` | [profile](https://github.com/loongfay) | no | NONE | 3732d | `2026-04-15T14:58:37Z` | 8 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `rubencu` | [profile](https://github.com/rubencu) | no | CONTRIBUTOR | 4684d | `2026-04-13T11:49:44Z` | 8 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `visionik` | [profile](https://github.com/visionik) | no | CONTRIBUTOR | 6279d | `2026-01-02T09:08:10Z` | 8 | 1 | weak | moderate | low | many recent closed-unmerged PRs |
 | `Angfr95` | [profile](https://github.com/Angfr95) | no | NONE | 641d | `2026-04-14T04:39:29Z` | 8 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 8 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
@@ -80,7 +80,6 @@
 | `asakir44` | [profile](https://github.com/asakir44) | no | NONE | 440d | `2026-04-13T14:53:54Z` | 7 | 1 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `masatohoshino` | [profile](https://github.com/masatohoshino) | no | CONTRIBUTOR | 138d | `2026-02-25T18:12:54Z` | 7 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `nxmxbbd` | [profile](https://github.com/nxmxbbd) | no | CONTRIBUTOR | 6373d | `2026-03-05T20:12:25Z` | 7 | 1 | n/a | low | low | no visible non-self stars |
-| `rubencu` | [profile](https://github.com/rubencu) | no | CONTRIBUTOR | 4684d | `2026-04-13T11:49:44Z` | 7 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `coder999999999` | [profile](https://github.com/coder999999999) | no | NONE | 1804d | `2026-04-12T06:08:33Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ImLukeF` | [profile](https://github.com/ImLukeF) | no | MEMBER | 1650d | `2026-03-10T16:03:05Z` | 7 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `Kailigithub` | [profile](https://github.com/Kailigithub) | no | NONE | 4001d | `2026-04-19T01:02:35Z` | 7 | 0 | weak | low | low | high open PR share |
@@ -96,6 +95,7 @@
 | `bluesky6868` | [profile](https://github.com/bluesky6868) | no | NONE | 3181d | `2026-04-17T22:26:25Z` | 6 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `coletebou` | [profile](https://github.com/coletebou) | no | NONE | 3993d | `2026-02-03T13:22:50Z` | 6 | 0 | mixed | low | low | targets high-star repos |
 | `enis-uys` | [profile](https://github.com/enis-uys) | no | NONE | 1412d | `2026-03-14T22:33:28Z` | 6 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `jasonmakr` | [profile](https://github.com/jasonmakr) | no | NONE | 39d | `2026-04-18T02:14:36Z` | 6 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `jjmk6` | [profile](https://github.com/jjmk6) | no | NONE | 254d | `2026-04-17T13:50:46Z` | 6 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
 | `manhhai999` | [profile](https://github.com/manhhai999) | no | NONE | 2076d | `2026-04-13T10:17:17Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `plgonzalezrx8` | [profile](https://github.com/plgonzalezrx8) | no | CONTRIBUTOR | 3595d | `2026-01-31T01:53:17Z` | 6 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
@@ -111,7 +111,6 @@
 | `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 |
 | `defonota3box` | [profile](https://github.com/defonota3box) | no | NONE | 121d | `2026-04-13T22:54:16Z` | 5 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `GaosCode` | [profile](https://github.com/GaosCode) | no | CONTRIBUTOR | 632d | `2026-04-09T08:32:17Z` | 5 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
-| `jasonmakr` | [profile](https://github.com/jasonmakr) | no | NONE | 39d | `2026-04-18T02:14:36Z` | 5 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `joshavant` | [profile](https://github.com/joshavant) | no | CONTRIBUTOR | 5430d | `2026-02-19T23:12:53Z` | 5 | 0 | strong | low | low | targets high-star repos |
 | `sahilsatralkar` | [profile](https://github.com/sahilsatralkar) | no | CONTRIBUTOR | 2210d | `2026-02-20T15:02:41Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
@@ -151,6 +150,7 @@
 | `alexlomt` | [profile](https://github.com/alexlomt) | no | NONE | 582d | `2026-04-14T18:25:56Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Ante042` | [profile](https://github.com/Ante042) | no | NONE | 2859d | `2026-04-18T13:02:47Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
+| `Eruditi` | [profile](https://github.com/Eruditi) | no | NONE | 1072d | `2026-04-16T15:08:41Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `evgyur` | [profile](https://github.com/evgyur) | no | NONE | 1222d | `2026-04-17T22:56:05Z` | 3 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `GameWorldsDEV` | [profile](https://github.com/GameWorldsDEV) | no | NONE | 609d | `2026-03-22T22:51:07Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `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 |
@@ -160,8 +160,10 @@
 | `mylukin` | [profile](https://github.com/mylukin) | no | CONTRIBUTOR | 5340d | `2026-01-26T00:39:54Z` | 3 | 0 | mixed | low | low | — |
 | `nnish16` | [profile](https://github.com/nnish16) | no | NONE | 2135d | `2026-04-13T18:14:26Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; 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 |
+| `soloclz` | [profile](https://github.com/soloclz) | no | NONE | 728d | `2026-04-15T15:18:28Z` | 3 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `sqsge` | [profile](https://github.com/sqsge) | no | NONE | 1979d | `2026-04-13T14:48:07Z` | 3 | 0 | weak | moderate | low | high open PR share; 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 |
+| `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 |
 | `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 |
 | `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2026-01-16T21:59:54Z` | 9 | 0 | n/a | n/a | n/a | summary unavailable |
 | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
@@ -206,9 +208,9 @@
 | `bettert0n` | [profile](https://github.com/bettert0n) | no | NONE | 2828d | `2026-04-17T16:36:34Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `bin448482` | [profile](https://github.com/bin448482) | no | NONE | 3832d | `2026-04-12T12:14:05Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `chris-yyau` | [profile](https://github.com/chris-yyau) | no | CONTRIBUTOR | 89d | `2026-04-16T13:56:07Z` | 2 | 0 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `CuzG-lab` | [profile](https://github.com/CuzG-lab) | yes | NONE | 61d | `2026-04-19T03:25:41Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `dallylee` | [profile](https://github.com/dallylee) | no | CONTRIBUTOR | 1081d | `2026-04-14T09:55:39Z` | 2 | 0 | weak | moderate | low | high open PR share |
 | `ender-wiggin-ai` | [profile](https://github.com/ender-wiggin-ai) | no | NONE | 40d | `2026-04-16T16:39:39Z` | 2 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `Eruditi` | [profile](https://github.com/Eruditi) | no | NONE | 1072d | `2026-04-16T15:08:41Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `everySympathy` | [profile](https://github.com/everySympathy) | no | NONE | 129d | `2026-04-17T13:11:29Z` | 2 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `Fl0rencess720` | [profile](https://github.com/Fl0rencess720) | no | NONE | 987d | `2026-04-15T02:52:56Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `flowforgelab` | [profile](https://github.com/flowforgelab) | no | NONE | 374d | `2026-04-17T09:50:18Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -217,6 +219,7 @@
 | `IshanDaga` | [profile](https://github.com/IshanDaga) | no | NONE | 4222d | `2026-04-13T19:01:38Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `isopenclaw` | [profile](https://github.com/isopenclaw) | no | NONE | 48d | `2026-04-16T01:27:05Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `iubns` | [profile](https://github.com/iubns) | no | NONE | 4512d | `2026-03-17T18:37:20Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `jdc4429` | [profile](https://github.com/jdc4429) | no | NONE | 3611d | `2026-04-12T20:57:07Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `josmithiii` | [profile](https://github.com/josmithiii) | no | CONTRIBUTOR | 4984d | `2026-04-14T06:34:16Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `JQRobert` | [profile](https://github.com/JQRobert) | no | NONE | 46d | `2026-04-13T05:33:05Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `jquadrino` | [profile](https://github.com/jquadrino) | no | NONE | 533d | `2026-02-21T06:24:49Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -229,20 +232,17 @@
 | `monasprox` | [profile](https://github.com/monasprox) | no | NONE | 152d | `2026-04-18T06:55:05Z` | 2 | 0 | mixed | low | low | young account |
 | `mrlane2k` | [profile](https://github.com/mrlane2k) | no | NONE | 1738d | `2026-04-17T00:38:19Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5651d | `2026-03-08T00:20:58Z` | 2 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share |
-| `nasplycc` | [profile](https://github.com/nasplycc) | no | NONE | 81d | `2026-04-12T03:45:06Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `Nimraakram22` | [profile](https://github.com/Nimraakram22) | no | NONE | 82d | `2026-04-17T19:03:24Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `notamicrodose` | [profile](https://github.com/notamicrodose) | no | NONE | 1835d | `2026-04-14T06:48:41Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `osolmaz` | [profile](https://github.com/osolmaz) | no | CONTRIBUTOR | 4948d | `2026-02-16T18:46:02Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `pandego` | [profile](https://github.com/pandego) | no | CONTRIBUTOR | 4334d | `2026-02-20T21:19:18Z` | 2 | 0 | weak | moderate | low | high open PR share |
 | `Patrick-Erichsen` | [profile](https://github.com/Patrick-Erichsen) | no | NONE | 3581d | `2026-04-16T20:38:05Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `questionares` | [profile](https://github.com/questionares) | no | NONE | 390d | `2026-04-14T10:33:49Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `rhinoroo` | [profile](https://github.com/rhinoroo) | no | NONE | 4034d | `2026-04-12T04:14:07Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `rogery-coder` | [profile](https://github.com/rogery-coder) | no | NONE | 6d | `2026-04-13T09:10:32Z` | 2 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `seoseo-ai` | [profile](https://github.com/seoseo-ai) | no | NONE | 61d | `2026-04-18T12:56:25Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `serkonyc` | [profile](https://github.com/serkonyc) | no | CONTRIBUTOR | 4509d | `2026-04-12T11:37:04Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `shahyashish` | [profile](https://github.com/shahyashish) | no | NONE | 1601d | `2026-04-15T18:06:48Z` | 2 | 0 | weak | high | low | broad repo spread; high open PR share; no visible non-self stars |
 | `SimbaKingjoe` | [profile](https://github.com/SimbaKingjoe) | no | NONE | 1147d | `2026-04-13T10:48:04Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `soloclz` | [profile](https://github.com/soloclz) | no | NONE | 728d | `2026-04-15T15:18:28Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `soumikbhatta` | [profile](https://github.com/soumikbhatta) | no | CONTRIBUTOR | 3210d | `2026-01-28T15:14:01Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `stroupaloop` | [profile](https://github.com/stroupaloop) | no | NONE | 4952d | `2026-04-18T14:50:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sunapi386` | [profile](https://github.com/sunapi386) | no | NONE | 5336d | `2026-04-16T06:21:03Z` | 2 | 0 | mixed | moderate | low | — |
@@ -274,7 +274,6 @@
 | `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 |
-| `mr-kelly` | [profile](https://github.com/mr-kelly) | no | NONE | 5603d | `2026-04-12T02:56:34Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `richardclawbot` | [profile](https://github.com/richardclawbot) | no | NONE | 31d | `2026-04-10T17:07:12Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `RedParrotBerkeley` | [profile](https://github.com/RedParrotBerkeley) | no | NONE | 1107d | `2026-04-10T16:29:40Z` | 2 | 3 | mixed | moderate | low | — |
 | `ggzeng` | [profile](https://github.com/ggzeng) | no | NONE | 3560d | `2026-04-09T09:35:59Z` | 2 | 2 | weak | low | low | high open PR share; targets high-star repos |
@@ -304,10 +303,11 @@
 | `luoyanglang` | [profile](https://github.com/luoyanglang) | no | CONTRIBUTOR | 180d | `2026-04-07T19:32:24Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `Lutz2015` | [profile](https://github.com/Lutz2015) | no | NONE | 3824d | `2026-04-10T05:26:49Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mitmul` | [profile](https://github.com/mitmul) | no | NONE | 5513d | `2026-04-08T03:40:41Z` | 2 | 0 | strong | low | low | — |
+| `nasplycc` | [profile](https://github.com/nasplycc) | no | NONE | 81d | `2026-04-12T03:45:06Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
+| `rhinoroo` | [profile](https://github.com/rhinoroo) | no | NONE | 4034d | `2026-04-12T04:14:07Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `snowshadow` | [profile](https://github.com/snowshadow) | no | NONE | 4105d | `2026-02-26T05:43:47Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `SYU8384` | [profile](https://github.com/SYU8384) | no | NONE | 2209d | `2026-04-09T18:58:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `trudbot` | [profile](https://github.com/trudbot) | no | NONE | 1655d | `2026-04-11T17:13:42Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `uninhibite-scholar` | [profile](https://github.com/uninhibite-scholar) | no | NONE | 182d | `2026-03-11T05:00:45Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `wangshu94` | [profile](https://github.com/wangshu94) | no | NONE | 2454d | `2026-03-24T16:29:43Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `wittam-01` | [profile](https://github.com/wittam-01) | no | CONTRIBUTOR | 20d | `2026-04-09T14:43:04Z` | 2 | 0 | mixed | low | medium | very new account; no visible non-self stars |
 | `JIRBOY` | [profile](https://github.com/JIRBOY) | no | NONE | 2565d | `2026-04-11T06:03:38Z` | 1 | 13 | weak | low | low | high open PR share; targets high-star repos |
@@ -325,6 +325,7 @@
 | `fujiwaranosai850` | [profile](https://github.com/fujiwaranosai850) | no | NONE | 56d | `2026-04-12T07:17:06Z` | 1 | 2 | mixed | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars |
 | `garnetlyx` | [profile](https://github.com/garnetlyx) | no | CONTRIBUTOR | 3984d | `2026-02-07T09:54:36Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
 | `harinwu-netizen` | [profile](https://github.com/harinwu-netizen) | no | NONE | 44d | `2026-04-15T12:59:20Z` | 1 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
+| `kesslerio` | [profile](https://github.com/kesslerio) | no | NONE | 4923d | `2026-01-29T00:28:18Z` | 1 | 2 | weak | low | low | high open PR share |
 | `kindomLee` | [profile](https://github.com/kindomLee) | no | NONE | 4174d | `2026-04-14T03:14:01Z` | 1 | 2 | strong | low | low | — |
 | `lumien` | [profile](https://github.com/lumien) | no | NONE | 5206d | `2026-04-12T18:18:23Z` | 1 | 2 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `njxiaohan` | [profile](https://github.com/njxiaohan) | no | NONE | 3977d | `2026-04-15T01:24:50Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
@@ -337,7 +338,6 @@
 | `andydoucet` | [profile](https://github.com/andydoucet) | no | NONE | 2162d | `2026-02-10T21:03:13Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `caox488-a11y` | [profile](https://github.com/caox488-a11y) | no | NONE | 38d | `2026-03-15T18:21:40Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `carlushuang` | [profile](https://github.com/carlushuang) | no | NONE | 4276d | `2026-04-12T13:59:08Z` | 1 | 1 | strong | low | low | — |
-| `cass-clearly` | [profile](https://github.com/cass-clearly) | no | NONE | 70d | `2026-02-13T03:25:23Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `ccage-simp` | [profile](https://github.com/ccage-simp) | no | NONE | 3516d | `2026-04-12T17:18:42Z` | 1 | 1 | weak | moderate | low | high open PR share |
 | `chaosreload` | [profile](https://github.com/chaosreload) | no | NONE | 4439d | `2026-03-09T03:44:40Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `Chased1k` | [profile](https://github.com/Chased1k) | no | NONE | 3580d | `2026-04-16T22:10:39Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -435,13 +435,11 @@
 | `bloodycoder` | [profile](https://github.com/bloodycoder) | no | NONE | 4355d | `2026-04-12T08:42:07Z` | 1 | 0 | weak | low | low | high open PR share |
 | `bmadwaves` | [profile](https://github.com/bmadwaves) | no | NONE | 443d | `2026-04-17T16:54:06Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `bobgee00001-beep` | [profile](https://github.com/bobgee00001-beep) | no | NONE | 63d | `2026-04-13T18:14:21Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
-| `bogdanovich` | [profile](https://github.com/bogdanovich) | no | NONE | 4623d | `2026-04-12T03:44:21Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `bohell` | [profile](https://github.com/bohell) | no | NONE | 3914d | `2026-04-19T00:35:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `BowieSequoia` | [profile](https://github.com/BowieSequoia) | no | NONE | 13d | `2026-04-16T22:01:14Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `brospan` | [profile](https://github.com/brospan) | no | NONE | 515d | `2026-04-15T14:27:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `BruceMacD` | [profile](https://github.com/BruceMacD) | no | CONTRIBUTOR | 4547d | `2026-01-31T06:12:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `bryanpearson` | [profile](https://github.com/bryanpearson) | no | NONE | 5384d | `2026-03-12T20:19:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `bthaha123-Carl` | [profile](https://github.com/bthaha123-Carl) | no | NONE | 781d | `2026-04-12T03:48:09Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `bullwinkle` | [profile](https://github.com/bullwinkle) | no | NONE | 4806d | `2026-04-14T11:30:41Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
 | `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 |
@@ -538,7 +536,6 @@
 | `JASSBR` | [profile](https://github.com/JASSBR) | no | NONE | 1585d | `2026-04-13T11:18:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `javierdici` | [profile](https://github.com/javierdici) | no | NONE | 1088d | `2026-04-13T03:33:17Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Jay-ju` | [profile](https://github.com/Jay-ju) | no | NONE | 3831d | `2026-04-17T09:23:25Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `jdc4429` | [profile](https://github.com/jdc4429) | no | NONE | 3611d | `2026-04-12T20:57:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JeevaByte` | [profile](https://github.com/JeevaByte) | no | NONE | 2055d | `2026-04-17T23:10:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JerranC` | [profile](https://github.com/JerranC) | no | NONE | 1342d | `2026-04-15T02:06:31Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `jerryklocke-data` | [profile](https://github.com/jerryklocke-data) | no | NONE | 132d | `2026-04-15T01:12:01Z` | 1 | 0 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -867,28 +864,31 @@ Example artifacts:
 - [PR #68740: Ollama/models: detect Gemma 4 and `thinking` capability as reasoning](https://github.com/openclaw/openclaw/pull/68740) — open
 - [PR #68366: Google Gemini CLI: pass --yolo so non-interactive --prompt invocations expose write/edit tools (#68216)](https://github.com/openclaw/openclaw/pull/68366) — open
 
-### `w-sss`
+### `kagura-agent`
 
-- profile: [github.com/w-sss](https://github.com/w-sss)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aw-sss)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aw-sss)
-- repo first seen: `2026-03-16T09:14:04Z`
-- repo last seen: `2026-04-12T05:19:25Z`
+- 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: `2026-04-19T03:22:35Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **34**
-- snapshot authored PRs/issues: **34 PRs / 0 issues**
-- snapshot discussion activity: **39 comments / 0 reviews / 0 review comments**
-- account age: **391 days**
-- recent public PR activity: **4 PRs** (0 merged / 0 closed-unmerged / 4 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- repo primary artifacts: **39**
+- snapshot authored PRs/issues: **32 PRs / 7 issues**
+- snapshot discussion activity: **50 comments / 0 reviews / 0 review comments**
+- account age: **32 days**
+- recent public PR activity: **108 PRs** (51 merged / 12 closed-unmerged / 45 open; merged rate **47%**, closed-unmerged rate **11%**, open rate **42%**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
+- compact scores: follow-through **mixed**, breadth **high**, automation risk **high**
+- heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
 
 Example artifacts:
-- [PR #65187: test: add regression tests for <final> tag stripping in UI message extraction](https://github.com/openclaw/openclaw/pull/65187) — open
-- [PR #65178: fix: case-insensitive model lookup for image support resolution](https://github.com/openclaw/openclaw/pull/65178) — open
-- [PR #65167: fix: dispatch plugin hooks (before_prompt_build, agent_end) in cli-runner](https://github.com/openclaw/openclaw/pull/65167) — open
+- [PR #68798: fix: prevent auto-fallback model from persisting into session state](https://github.com/openclaw/openclaw/pull/68798) — open
+- [PR #68783: fix(cron): preserve delivery config across job executions (#68760)](https://github.com/openclaw/openclaw/pull/68783) — open
+- [PR #68753: fix: allow systemEvent cron jobs to specify custom timeoutSeconds](https://github.com/openclaw/openclaw/pull/68753) — 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
 
 ### `Takhoffman`
 
@@ -940,32 +940,6 @@ Example artifacts:
 - [Issue #65868: [Feature]: Improve QQBot error messages with actionable guidance and docs links](https://github.com/openclaw/openclaw/issues/65868) — open
 - [Issue #65866: [Feature]: Document MiniMax TTS environment variables (MINIMAX_TTS_MODEL, MINIMAX_TTS_VOICE_ID)](https://github.com/openclaw/openclaw/issues/65866) — open
 
-### `kagura-agent`
-
-- profile: [github.com/kagura-agent](https://github.com/kagura-agent)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akagura-agent)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akagura-agent)
-- repo first seen: `2026-03-18T00:16:55Z`
-- repo last seen: `2026-04-19T02:36:57Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **38**
-- snapshot authored PRs/issues: **31 PRs / 7 issues**
-- snapshot discussion activity: **50 comments / 0 reviews / 0 review comments**
-- account age: **32 days**
-- recent public PR activity: **108 PRs** (51 merged / 12 closed-unmerged / 45 open; merged rate **47%**, closed-unmerged rate **11%**, open rate **42%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **high**, automation risk **high**
-- heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
-
-Example artifacts:
-- [PR #68783: fix(cron): preserve delivery config across job executions (#68760)](https://github.com/openclaw/openclaw/pull/68783) — open
-- [PR #68753: fix: allow systemEvent cron jobs to specify custom timeoutSeconds](https://github.com/openclaw/openclaw/pull/68753) — open
-- [PR #68746: fix: always send stream_options.include_usage when streaming (openai-completions)](https://github.com/openclaw/openclaw/pull/68746) — closed, merged
-- [Issue #68123: feat: allow cron tasks to opt out of main session notification](https://github.com/openclaw/openclaw/issues/68123) — open
-- [Issue #66576: [Feature]: Configurable workspace file inclusion/exclusion (bootstrapFiles)](https://github.com/openclaw/openclaw/issues/66576) — open
-- [Issue #66399: Process supervisor: graceful signal escalation and drain timeout for exec tool](https://github.com/openclaw/openclaw/issues/66399) — open
-
 ### `hxy91819`
 
 - profile: [github.com/hxy91819](https://github.com/hxy91819)
@@ -1672,6 +1646,29 @@ Example artifacts:
 - [PR #68177: fix(slack): prevent f.toLowerCase is not a function error (fixes #68168)](https://github.com/openclaw/openclaw/pull/68177) — open
 - [PR #68174: fix(schema): remove redundant Type.Optional wrapper on HelloOkSchema.auth (fixes #68160)](https://github.com/openclaw/openclaw/pull/68174) — open
 
+### `lawrence3699`
+
+- profile: [github.com/lawrence3699](https://github.com/lawrence3699)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alawrence3699)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alawrence3699)
+- repo first seen: `2026-04-06T08:25:15Z`
+- repo last seen: `2026-04-19T03:50:07Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **10**
+- snapshot authored PRs/issues: **10 PRs / 0 issues**
+- snapshot discussion activity: **16 comments / 0 reviews / 0 review comments**
+- account age: **135 days**
+- recent public PR activity: **111 PRs** (22 merged / 15 closed-unmerged / 74 open; merged rate **20%**, closed-unmerged rate **14%**, open rate **67%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
+- heuristic read: **young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #68806: [AI-assisted] fix(tts): ignore literal directives inside markdown code](https://github.com/openclaw/openclaw/pull/68806) — closed
+- [PR #67982: [AI-assisted] fix(approvals): clarify stale approval replies](https://github.com/openclaw/openclaw/pull/67982) — open, draft
+- [PR #67981: fix(cli): prefer live channel logout [AI-assisted]](https://github.com/openclaw/openclaw/pull/67981) — open, draft
+
 ### `Linux2010`
 
 - profile: [github.com/Linux2010](https://github.com/Linux2010)
@@ -1911,29 +1908,6 @@ Example artifacts:
 - [PR #67785: fix(agents): scope nested lane per target session to stop cross-agent blocking (#67502)](https://github.com/openclaw/openclaw/pull/67785) — closed, merged
 - [Issue #67934: [feature request] Auto-apply auth.applyConfig at plugin-load time for Category B providers (defineSingleProviderPluginEntry)](https://github.com/openclaw/openclaw/issues/67934) — closed
 
-### `lawrence3699`
-
-- profile: [github.com/lawrence3699](https://github.com/lawrence3699)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alawrence3699)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alawrence3699)
-- repo first seen: `2026-04-06T08:25:15Z`
-- repo last seen: `2026-04-17T04:59:54Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **9**
-- snapshot authored PRs/issues: **9 PRs / 0 issues**
-- snapshot discussion activity: **15 comments / 0 reviews / 0 review comments**
-- account age: **135 days**
-- recent public PR activity: **111 PRs** (22 merged / 15 closed-unmerged / 74 open; merged rate **20%**, closed-unmerged rate **14%**, open rate **67%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
-- heuristic read: **young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #67982: [AI-assisted] fix(approvals): clarify stale approval replies](https://github.com/openclaw/openclaw/pull/67982) — open, draft
-- [PR #67981: fix(cli): prefer live channel logout [AI-assisted]](https://github.com/openclaw/openclaw/pull/67981) — open, draft
-- [PR #67980: [AI-assisted] fix(agents): mark failed TTS tool synthesis as an error](https://github.com/openclaw/openclaw/pull/67980) — closed, merged
-
 ### `WuKongAI-CMU`
 
 - profile: [github.com/WuKongAI-CMU](https://github.com/WuKongAI-CMU)
@@ -2079,6 +2053,30 @@ Example artifacts:
 - [PR #67633: Yuanbao](https://github.com/openclaw/openclaw/pull/67633) — closed
 - [Issue #67640: [Feature]: Add bundled YuanBao (元宝) channel plugin for Tencent YuanBao Bot integration](https://github.com/openclaw/openclaw/issues/67640) — open
 
+### `rubencu`
+
+- profile: [github.com/rubencu](https://github.com/rubencu)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Arubencu)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arubencu)
+- repo first seen: `2026-04-13T11:49:44Z`
+- repo last seen: `2026-04-19T04:03:26Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **9**
+- snapshot authored PRs/issues: **8 PRs / 1 issues**
+- snapshot discussion activity: **2 comments / 13 reviews / 13 review comments**
+- account age: **4684 days**
+- recent public PR activity: **7 PRs** (3 merged / 0 closed-unmerged / 4 open; merged rate **43%**, closed-unmerged rate **0%**, open rate **57%**)
+- 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 #68814: docs: clarify source Control UI dev/build flow](https://github.com/openclaw/openclaw/pull/68814) — open
+- [PR #68100: fix(telegram): fence stale reply delivery after abort](https://github.com/openclaw/openclaw/pull/68100) — closed, merged
+- [PR #67968: Align documented bootstrap context defaults with runtime values](https://github.com/openclaw/openclaw/pull/67968) — closed, merged
+- [Issue #65919: [Feature]: Keep configured presence alive until run complete + dispatch idle](https://github.com/openclaw/openclaw/issues/65919) — open
+
 ### `visionik`
 
 - profile: [github.com/visionik](https://github.com/visionik)
@@ -2316,12 +2314,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amjamiv)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amjamiv)
 - repo first seen: `2026-04-08T18:58:33Z`
-- repo last seen: `2026-04-18T21:53:14Z`
+- repo last seen: `2026-04-19T03:30:30Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **12**
 - snapshot authored PRs/issues: **7 PRs / 5 issues**
-- snapshot discussion activity: **51 comments / 6 reviews / 6 review comments**
+- snapshot discussion activity: **55 comments / 6 reviews / 6 review comments**
 - account age: **977 days**
 - recent public PR activity: **11 PRs** (4 merged / 2 closed-unmerged / 5 open; merged rate **36%**, closed-unmerged rate **18%**, open rate **45%**)
 - public orgs: none visible
@@ -2408,30 +2406,6 @@ Example artifacts:
 - [PR #65758: fix(whatsapp): add reconnect safety timer to connection controller](https://github.com/openclaw/openclaw/pull/65758) — open
 - [Issue #36659: feat: configurable retry policy for WhatsApp outbound message sends](https://github.com/openclaw/openclaw/issues/36659) — open
 
-### `rubencu`
-
-- profile: [github.com/rubencu](https://github.com/rubencu)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Arubencu)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arubencu)
-- repo first seen: `2026-04-13T11:49:44Z`
-- repo last seen: `2026-04-18T02:37:47Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **8**
-- snapshot authored PRs/issues: **7 PRs / 1 issues**
-- snapshot discussion activity: **2 comments / 13 reviews / 13 review comments**
-- account age: **4684 days**
-- recent public PR activity: **7 PRs** (3 merged / 0 closed-unmerged / 4 open; merged rate **43%**, closed-unmerged rate **0%**, open rate **57%**)
-- 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 #68100: fix(telegram): fence stale reply delivery after abort](https://github.com/openclaw/openclaw/pull/68100) — closed, merged
-- [PR #67968: Align documented bootstrap context defaults with runtime values](https://github.com/openclaw/openclaw/pull/67968) — closed, merged
-- [PR #67906: fix(agents): dedupe repeated bootstrap truncation warnings](https://github.com/openclaw/openclaw/pull/67906) — closed, merged
-- [Issue #65919: [Feature]: Keep configured presence alive until run complete + dispatch idle](https://github.com/openclaw/openclaw/issues/65919) — open
-
 ### `coder999999999`
 
 - profile: [github.com/coder999999999](https://github.com/coder999999999)
@@ -2781,6 +2755,29 @@ Example artifacts:
 - [PR #67885: UI: stabilize chat scroll auto-follow behavior](https://github.com/openclaw/openclaw/pull/67885) — closed
 - [PR #67880: UI: stabilize chat scroll auto-follow behavior (PR #67877)](https://github.com/openclaw/openclaw/pull/67880) — closed
 
+### `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: `2026-04-19T03:25:12Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **6 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 #68800: fix: route logs to stderr in `openclaw mcp serve` (fixes #68587)](https://github.com/openclaw/openclaw/pull/68800) — open
+- [PR #68600: fix(infra): prevent jitter from undercutting server-supplied Retry-After](https://github.com/openclaw/openclaw/pull/68600) — closed
+- [PR #68512: fix: treat cron runs with NO_REPLY tool results as silent success](https://github.com/openclaw/openclaw/pull/68512) — open
+
 ### `jjmk6`
 
 - profile: [github.com/jjmk6](https://github.com/jjmk6)
@@ -2999,12 +2996,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alyfuci)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alyfuci)
 - repo first seen: `2026-03-04T12:15:50Z`
-- repo last seen: `2026-04-18T08:53:24Z`
+- repo last seen: `2026-04-19T04:04:17Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **5 PRs / 1 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
 - account age: **3970 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
@@ -3134,29 +3131,6 @@ Example artifacts:
 - [PR #68444: fix(feishu): stop auto-forwarding mentions when disabled](https://github.com/openclaw/openclaw/pull/68444) — open
 - [PR #66305: fix(model-catalog): cache empty catalog loads briefly](https://github.com/openclaw/openclaw/pull/66305) — 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: `2026-04-18T14:28:11Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 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 #68600: fix(infra): prevent jitter from undercutting server-supplied Retry-After](https://github.com/openclaw/openclaw/pull/68600) — closed
-- [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
-
 ### `joshavant`
 
 - profile: [github.com/joshavant](https://github.com/joshavant)
@@ -4073,6 +4047,29 @@ Example artifacts:
 - [PR #66106: fix(media-understanding): support allowPrivateNetwork in tools.media.audio.request](https://github.com/openclaw/openclaw/pull/66106) — open
 - [PR #65282: fix(agents): ignore ACP-only streamTo on subagent sessions_spawn](https://github.com/openclaw/openclaw/pull/65282) — open
 
+### `Eruditi`
+
+- profile: [github.com/Eruditi](https://github.com/Eruditi)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEruditi)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEruditi)
+- repo first seen: `2026-04-16T15:08:41Z`
+- repo last seen: `2026-04-19T03:26:15Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **8 comments / 3 reviews / 2 review comments**
+- account age: **1072 days**
+- recent public PR activity: **7 PRs** (0 merged / 5 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **71%**, open rate **29%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #68802: Translate documentation to Chinese](https://github.com/openclaw/openclaw/pull/68802) — open
+- [PR #67720: Improve language translations for multiple languages](https://github.com/openclaw/openclaw/pull/67720) — closed
+- [PR #67715: Add top 5 strategies for OpenClaw contribution leaderboard](https://github.com/openclaw/openclaw/pull/67715) — closed
+
 ### `evgyur`
 
 - profile: [github.com/evgyur](https://github.com/evgyur)
@@ -4280,6 +4277,29 @@ Example artifacts:
 - [PR #67456: fix: package qa-channel public surface](https://github.com/openclaw/openclaw/pull/67456) — closed
 - [PR #66788: memory-wiki: fix native relative report links](https://github.com/openclaw/openclaw/pull/66788) — closed
 
+### `soloclz`
+
+- profile: [github.com/soloclz](https://github.com/soloclz)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asoloclz)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asoloclz)
+- repo first seen: `2026-04-15T15:18:28Z`
+- repo last seen: `2026-04-19T03:55:16Z`
+- 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: **728 days**
+- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #68813: fix(config): validate plugin-owned model providers](https://github.com/openclaw/openclaw/pull/68813) — open
+- [PR #67276: fix(agent): clarify edit mismatch tool warning](https://github.com/openclaw/openclaw/pull/67276) — open
+- [PR #67268: fix: clear recovered auto fallback overrides](https://github.com/openclaw/openclaw/pull/67268) — open
+
 ### `sqsge`
 
 - profile: [github.com/sqsge](https://github.com/sqsge)
@@ -4326,6 +4346,29 @@ 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
 
+### `w-sss`
+
+- profile: [github.com/w-sss](https://github.com/w-sss)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aw-sss)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aw-sss)
+- repo first seen: `2026-03-16T09:14:04Z`
+- repo last seen: `2026-04-12T05:19:25Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **34**
+- snapshot authored PRs/issues: **34 PRs / 0 issues**
+- snapshot discussion activity: **39 comments / 0 reviews / 0 review comments**
+- account age: **391 days**
+- recent public PR activity: **4 PRs** (0 merged / 0 closed-unmerged / 4 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 #65187: test: add regression tests for <final> tag stripping in UI message extraction](https://github.com/openclaw/openclaw/pull/65187) — open
+- [PR #65178: fix: case-insensitive model lookup for image support resolution](https://github.com/openclaw/openclaw/pull/65178) — open
+- [PR #65167: fix: dispatch plugin hooks (before_prompt_build, agent_end) in cli-runner](https://github.com/openclaw/openclaw/pull/65167) — open
+
 ### `slepybear`
 
 - profile: [github.com/slepybear](https://github.com/slepybear)
@@ -4810,9 +4853,9 @@ Example artifacts:
 - heuristic read: **very new account; high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #68775: docs(providers): fix contextTokens placement for openai-codex](https://github.com/openclaw/openclaw/pull/68775) — open
+- [PR #68775: docs(providers): fix contextTokens placement for openai-codex](https://github.com/openclaw/openclaw/pull/68775) — closed
 - [PR #68286: feat(memory-core): expose vectorScore and textScore in hybrid search results](https://github.com/openclaw/openclaw/pull/68286) — open
-- [Issue #68768: Docs: contextTokens placement in agents.defaults.model doesn't match schema](https://github.com/openclaw/openclaw/issues/68768) — open
+- [Issue #68768: Docs: contextTokens placement in agents.defaults.model doesn't match schema](https://github.com/openclaw/openclaw/issues/68768) — closed
 - [Issue #68166: [Feature]: expose vectorScore and textScore in hybrid search results](https://github.com/openclaw/openclaw/issues/68166) — open
 
 ### `frankhli843`
@@ -5358,12 +5401,34 @@ Example artifacts:
 - account age: **89 days**
 - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **medium**
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #67704: fix(errors): stop treating Codex HTML challenge pages as DNS failures](https://github.com/openclaw/openclaw/pull/67704) — closed, merged
+- [PR #67693: Prevent setup prompts from crashing on blank option labels](https://github.com/openclaw/openclaw/pull/67693) — open
+
+### `CuzG-lab`
+
+- profile: [github.com/CuzG-lab](https://github.com/CuzG-lab)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ACuzG-lab)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ACuzG-lab)
+- repo first seen: `2026-04-19T03:25:41Z`
+- repo last seen: `2026-04-19T03:28:59Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **61 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
 - heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #67704: fix(errors): stop treating Codex HTML challenge pages as DNS failures](https://github.com/openclaw/openclaw/pull/67704) — closed, merged
-- [PR #67693: Prevent setup prompts from crashing on blank option labels](https://github.com/openclaw/openclaw/pull/67693) — open
+- [PR #68803: Repo meta: add .planning/ GSD workflow scaffold](https://github.com/openclaw/openclaw/pull/68803) — open
+- [PR #68801: Gateway: prune orphaned agentRunStarts entries](https://github.com/openclaw/openclaw/pull/68801) — open
 
 ### `dallylee`
 
@@ -5409,28 +5474,6 @@ Example artifacts:
 - [PR #68729: feat(hooks): allow prompt hooks to dynamically narrow tool surface](https://github.com/openclaw/openclaw/pull/68729) — closed
 - [PR #67743: feat: correlate plugin approvals with executed tool calls](https://github.com/openclaw/openclaw/pull/67743) — closed
 
-### `Eruditi`
-
-- profile: [github.com/Eruditi](https://github.com/Eruditi)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEruditi)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEruditi)
-- repo first seen: `2026-04-16T15:08:41Z`
-- repo last seen: `2026-04-19T02:57:15Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **8 comments / 3 reviews / 2 review comments**
-- account age: **1072 days**
-- recent public PR activity: **7 PRs** (0 merged / 5 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **71%**, open rate **29%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #67720: Improve language translations for multiple languages](https://github.com/openclaw/openclaw/pull/67720) — closed
-- [PR #67715: Add top 5 strategies for OpenClaw contribution leaderboard](https://github.com/openclaw/openclaw/pull/67715) — closed
-
 ### `everySympathy`
 
 - profile: [github.com/everySympathy](https://github.com/everySympathy)
@@ -5607,6 +5650,28 @@ Example artifacts:
 - [PR #67346: Scripts: use path.basename for pnpm to fix shell execution on Windows](https://github.com/openclaw/openclaw/pull/67346) — open
 - [PR #67290: fix(ui): remove duplicate usage page header](https://github.com/openclaw/openclaw/pull/67290) — open
 
+### `jdc4429`
+
+- profile: [github.com/jdc4429](https://github.com/jdc4429)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajdc4429)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajdc4429)
+- repo first seen: `2026-04-12T20:57:07Z`
+- repo last seen: `2026-04-19T03:46:12Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 82 reviews / 82 review comments**
+- account age: **3611 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 #68808: Jdc4429 custom build](https://github.com/openclaw/openclaw/pull/68808) — open
+- [PR #65554: Jdc4429 media support v2 - Updated to work with latest version 2026.4.11](https://github.com/openclaw/openclaw/pull/65554) — open
+
 ### `josmithiii`
 
 - profile: [github.com/josmithiii](https://github.com/josmithiii)
@@ -5871,28 +5936,6 @@ Example artifacts:
 - [PR #68110: fix(memory-search): thread cfg through getMemoryEmbeddingProvider so doctor stops emitting plugins.allow and memory-core false positives](https://github.com/openclaw/openclaw/pull/68110) — open
 - [PR #68107: fix(feishu): respect reasoningLevel=off so thinking text stops rendering in Feishu cards](https://github.com/openclaw/openclaw/pull/68107) — open
 
-### `nasplycc`
-
-- profile: [github.com/nasplycc](https://github.com/nasplycc)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anasplycc)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anasplycc)
-- repo first seen: `2026-04-12T03:45:06Z`
-- repo last seen: `2026-04-12T05:12:26Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **81 days**
-- recent public PR activity: **3 PRs** (1 merged / 0 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
-- 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 #65186: feat: add <example> trigger mechanism for Skills](https://github.com/openclaw/openclaw/pull/65186) — open
-- [PR #65150: feat: add tool:beforeExecute/afterExecute internal hooks](https://github.com/openclaw/openclaw/pull/65150) — open
-
 ### `Nimraakram22`
 
 - profile: [github.com/Nimraakram22](https://github.com/Nimraakram22)
@@ -6025,28 +6068,6 @@ Example artifacts:
 - [PR #66662: fix(status): quiet read-only plugin registry loads on v2026.4.14](https://github.com/openclaw/openclaw/pull/66662) — closed
 - [PR #66491: [codex] fix(status): quiet read-only plugin registry loads](https://github.com/openclaw/openclaw/pull/66491) — closed
 
-### `rhinoroo`
-
-- profile: [github.com/rhinoroo](https://github.com/rhinoroo)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Arhinoroo)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arhinoroo)
-- repo first seen: `2026-04-12T04:14:07Z`
-- repo last seen: `2026-04-13T02:01:43Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **4034 days**
-- recent public PR activity: **2 PRs** (0 merged / 2 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #65651: Claude/automate fork sync ir128](https://github.com/openclaw/openclaw/pull/65651) — closed
-- [PR #65166: session: add maxAgeHours, maxContextTokens, createdAt controls](https://github.com/openclaw/openclaw/pull/65166) — closed
-
 ### `rogery-coder`
 
 - profile: [github.com/rogery-coder](https://github.com/rogery-coder)
@@ -6157,28 +6178,6 @@ Example artifacts:
 - [PR #68773: fix(active-memory): skip payload-less memory_search toolResults in tr…](https://github.com/openclaw/openclaw/pull/68773) — open
 - [PR #65893: fix(openai): improve debuggability of codex cli auth file reading](https://github.com/openclaw/openclaw/pull/65893) — closed
 
-### `soloclz`
-
-- profile: [github.com/soloclz](https://github.com/soloclz)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asoloclz)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asoloclz)
-- repo first seen: `2026-04-15T15:18:28Z`
-- repo last seen: `2026-04-15T15:55:17Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **728 days**
-- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #67276: fix(agent): clarify edit mismatch tool warning](https://github.com/openclaw/openclaw/pull/67276) — open
-- [PR #67268: fix: clear recovered auto fallback overrides](https://github.com/openclaw/openclaw/pull/67268) — open
-
 ### `soumikbhatta`
 
 - profile: [github.com/soumikbhatta](https://github.com/soumikbhatta)
@@ -6451,12 +6450,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AJerry-Xin)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJerry-Xin)
 - repo first seen: `2026-03-13T06:51:39Z`
-- repo last seen: `2026-04-16T08:11:03Z`
+- repo last seen: `2026-04-19T04:08:25Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **118 comments / 14 reviews / 14 review comments**
+- snapshot discussion activity: **119 comments / 15 reviews / 15 review comments**
 - account age: **4826 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
@@ -6885,29 +6884,6 @@ Example artifacts:
 - [PR #64398: fix(cli): strip null bytes from system prompt before spawn](https://github.com/openclaw/openclaw/pull/64398) — closed
 - [PR #64390: fix(model): guard normalizeResolvedModel against undefined model param](https://github.com/openclaw/openclaw/pull/64390) — open
 
-### `mr-kelly`
-
-- profile: [github.com/mr-kelly](https://github.com/mr-kelly)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amr-kelly)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amr-kelly)
-- repo first seen: `2026-04-12T02:56:34Z`
-- repo last seen: `2026-04-12T03:22:26Z`
-- 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: **5603 days**
-- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: `cosmosbox`, `kingsoft-topgame`
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #65137: fix: [Bug]: tools.exec.security: full does not enable inline Python execution (strictInlineEval still blocks)](https://github.com/openclaw/openclaw/pull/65137) — open
-- [PR #65128: fix: [Bug]: Browser tool SSRF policy blocks all hostname URLs](https://github.com/openclaw/openclaw/pull/65128) — open
-- [PR #65124: fix: [Bug]: Completion cache update failed due to missing qa/scenarios/index.md in npm package](https://github.com/openclaw/openclaw/pull/65124) — open
-
 ### `richardclawbot`
 
 - profile: [github.com/richardclawbot](https://github.com/richardclawbot)
@@ -7562,6 +7538,50 @@ Example artifacts:
 - [PR #65275: feat: Add PLaMo provider](https://github.com/openclaw/openclaw/pull/65275) — open
 - [PR #62893: feat: Add plamo-3.0-prime-beta provider](https://github.com/openclaw/openclaw/pull/62893) — closed
 
+### `nasplycc`
+
+- profile: [github.com/nasplycc](https://github.com/nasplycc)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anasplycc)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anasplycc)
+- repo first seen: `2026-04-12T03:45:06Z`
+- repo last seen: `2026-04-12T05:12:26Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **81 days**
+- recent public PR activity: **3 PRs** (1 merged / 0 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
+- 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 #65186: feat: add <example> trigger mechanism for Skills](https://github.com/openclaw/openclaw/pull/65186) — open
+- [PR #65150: feat: add tool:beforeExecute/afterExecute internal hooks](https://github.com/openclaw/openclaw/pull/65150) — open
+
+### `rhinoroo`
+
+- profile: [github.com/rhinoroo](https://github.com/rhinoroo)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Arhinoroo)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arhinoroo)
+- repo first seen: `2026-04-12T04:14:07Z`
+- repo last seen: `2026-04-13T02:01:43Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **4034 days**
+- recent public PR activity: **2 PRs** (0 merged / 2 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #65651: Claude/automate fork sync ir128](https://github.com/openclaw/openclaw/pull/65651) — closed
+- [PR #65166: session: add maxAgeHours, maxContextTokens, createdAt controls](https://github.com/openclaw/openclaw/pull/65166) — closed
+
 ### `snowshadow`
 
 - profile: [github.com/snowshadow](https://github.com/snowshadow)
@@ -7628,28 +7648,6 @@ Example artifacts:
 - [PR #65271: shell: support custom shells on Windows](https://github.com/openclaw/openclaw/pull/65271) — open
 - [PR #64930: feat(shell): support custom shell on Windows via SHELL env var](https://github.com/openclaw/openclaw/pull/64930) — closed
 
-### `uninhibite-scholar`
-
-- profile: [github.com/uninhibite-scholar](https://github.com/uninhibite-scholar)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Auninhibite-scholar)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Auninhibite-scholar)
-- repo first seen: `2026-03-11T05:00:45Z`
-- repo last seen: `2026-04-12T03:34:07Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **47 comments / 0 reviews / 0 review comments**
-- account age: **182 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: **young account; high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #65143: feat(models): add per-provider timeoutSeconds config](https://github.com/openclaw/openclaw/pull/65143) — open
-- [PR #63191: fix: add timeoutSeconds config for model providers](https://github.com/openclaw/openclaw/pull/63191) — closed
-
 ### `wangshu94`
 
 - profile: [github.com/wangshu94](https://github.com/wangshu94)
@@ -8049,6 +8047,29 @@ Example artifacts:
 - [Issue #68102: Bug: webchat attach file image attachment lost after upload (Control UI) — #64918 fix not covering this path](https://github.com/openclaw/openclaw/issues/68102) — open
 - [Issue #67856: [Bug] Memory-core creates Dreaming cron without tz field](https://github.com/openclaw/openclaw/issues/67856) — open
 
+### `kesslerio`
+
+- profile: [github.com/kesslerio](https://github.com/kesslerio)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akesslerio)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akesslerio)
+- repo first seen: `2026-01-29T00:28:18Z`
+- repo last seen: `2026-04-19T03:40:39Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **1 PRs / 2 issues**
+- snapshot discussion activity: **11 comments / 0 reviews / 0 review comments**
+- account age: **4923 days**
+- recent public PR activity: **6 PRs** (1 merged / 1 closed-unmerged / 4 open; merged rate **17%**, closed-unmerged rate **17%**, open rate **67%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #68807: fix(codex): bridge MCP tool approval elicitations](https://github.com/openclaw/openclaw/pull/68807) — open
+- [Issue #68784: [Bug]: native Codex app-server does not surface app approval/input prompts, and Codex Apps GitHub writes fail as "user rejected MCP tool call"](https://github.com/openclaw/openclaw/issues/68784) — open
+- [Issue #67844: Harden Gmail draft helpers against quoted-heredoc command-substitution bugs](https://github.com/openclaw/openclaw/issues/67844) — closed
+
 ### `kindomLee`
 
 - profile: [github.com/kindomLee](https://github.com/kindomLee)
@@ -8319,28 +8340,6 @@ Example artifacts:
 - [PR #65376: feat: add ATOM provider (self-hosted, AMD GPU optimized)](https://github.com/openclaw/openclaw/pull/65376) — open
 - [Issue #65811: [Feature] Add ATOM as a bundled self-hosted provider (AMD GPU native inference)](https://github.com/openclaw/openclaw/issues/65811) — open
 
-### `cass-clearly`
-
-- profile: [github.com/cass-clearly](https://github.com/cass-clearly)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Acass-clearly)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acass-clearly)
-- repo first seen: `2026-02-13T03:25:23Z`
-- repo last seen: `2026-04-12T03:31:09Z`
-- 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: **70 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; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #65140: fix(agents): suppress commentary text in visible replies](https://github.com/openclaw/openclaw/pull/65140) — open
-- [Issue #65132: Bug: commentary-phase text still leaks into Discord replies on 2026.4.11 with openai-codex/gpt-5.4](https://github.com/openclaw/openclaw/issues/65132) — open
-
 ### `ccage-simp`
 
 - profile: [github.com/ccage-simp](https://github.com/ccage-simp)
@@ -10437,27 +10436,6 @@ Example artifacts:
 Example artifacts:
 - [PR #66101: Allow main host-level OpenClaw self-inspection](https://github.com/openclaw/openclaw/pull/66101) — open
 
-### `bogdanovich`
-
-- profile: [github.com/bogdanovich](https://github.com/bogdanovich)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abogdanovich)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abogdanovich)
-- repo first seen: `2026-04-12T03:44:21Z`
-- repo last seen: `2026-04-12T04:06:41Z`
-- 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 / 1 reviews / 1 review comments**
-- account age: **4623 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 #65149: Add final reply payloads plugin hook](https://github.com/openclaw/openclaw/pull/65149) — open
-
 ### `bohell`
 
 - profile: [github.com/bohell](https://github.com/bohell)
@@ -10563,27 +10541,6 @@ Example artifacts:
 Example artifacts:
 - [PR #65933: fix(exec): respect configured security=full as floor; model args cannot downgrade](https://github.com/openclaw/openclaw/pull/65933) — open
 
-### `bthaha123-Carl`
-
-- profile: [github.com/bthaha123-Carl](https://github.com/bthaha123-Carl)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abthaha123-Carl)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abthaha123-Carl)
-- repo first seen: `2026-04-12T03:48:09Z`
-- repo last seen: `2026-04-12T03:48:09Z`
-- 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: **781 days**
-- recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #65154: feat(gateway): expose channelConnectGraceMs as configurable option](https://github.com/openclaw/openclaw/pull/65154) — closed
-
 ### `bullwinkle`
 
 - profile: [github.com/bullwinkle](https://github.com/bullwinkle)
@@ -12601,27 +12558,6 @@ Example artifacts:
 Example artifacts:
 - [PR #68060: feat(memory-lancedb): add smart extraction with atomic fact decomposition](https://github.com/openclaw/openclaw/pull/68060) — open
 
-### `jdc4429`
-
-- profile: [github.com/jdc4429](https://github.com/jdc4429)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajdc4429)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajdc4429)
-- repo first seen: `2026-04-12T20:57:07Z`
-- repo last seen: `2026-04-18T15:55:25Z`
-- 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 / 82 reviews / 82 review comments**
-- account age: **3611 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 #65554: Jdc4429 media support v2 - Updated to work with latest version 2026.4.11](https://github.com/openclaw/openclaw/pull/65554) — open
-
 ### `JeevaByte`
 
 - profile: [github.com/JeevaByte](https://github.com/JeevaByte)

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+  "artifacts": {
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+    "new_contributors_parquet": "new_contributors.parquet"
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+    "links": 44714,
+    "new_contributors": 710,
+    "pr_diffs": 3385,
+    "pr_files": 72611,
+    "pull_requests": 3385,
+    "review_comments": 17656,
+    "reviews": 13422,
+    "timeline_events": 55992
+  },
+  "crawl_started_at": "2026-04-19T04:20:34Z",
+  "delta_counts": {
+    "comments": 55,
+    "issue_stubs": 65,
+    "issues": 34,
+    "links": 78,
+    "pr_diffs": 31,
+    "pr_files": 361,
+    "pull_requests": 31,
+    "review_comments": 157,
+    "reviews": 126,
+    "timeline_events": 1241
+  },
+  "extracted_at": "2026-04-19T04:20:34Z",
+  "repo": "openclaw/openclaw",
+  "snapshot_id": "20260419T042034Z",
+  "watermark": {
+    "effective_since": "2026-04-19T03:20:35Z",
+    "next_since": "2026-04-19T04:20:34Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260419T032035Z/manifest.json",
-  "latest_snapshot_id": "20260419T032035Z",
+  "archived_manifest_path": "snapshots/20260419T042034Z/manifest.json",
+  "latest_snapshot_id": "20260419T042034Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-19T03:20:35Z",
+  "next_since": "2026-04-19T04:20:34Z",
   "repo": "openclaw/openclaw",
-  "snapshot_dir": "snapshots/20260419T032035Z"
+  "snapshot_dir": "snapshots/20260419T042034Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-04-19T02:20:35Z",
-  "last_successful_snapshot_id": "20260419T032035Z",
-  "next_since": "2026-04-19T03:20:35Z",
+  "effective_since": "2026-04-19T03:20:35Z",
+  "last_successful_snapshot_id": "20260419T042034Z",
+  "next_since": "2026-04-19T04:20:34Z",
   "repo": "openclaw/openclaw",
-  "updated_at": "2026-04-19T03:20:35Z"
+  "updated_at": "2026-04-19T04:20:34Z"
 }