Refresh openclaw dataset snapshot 20260419T172035Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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+      "account_age_days": 3314,
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+      "follow_through_score": "weak",
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+      "heuristic_note": "many recent closed-unmerged PRs; targets high-star repos",
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+      },
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+          {
+            "kind": "pull_request",
+            "number": 69032,
+            "title": "feat: add heartbeat.trigger handler and sandbox Docker host path tran\u2026",
+            "url": "https://github.com/openclaw/openclaw/pull/69032",
+            "state": "closed",
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+            "draft": false,
+            "created_at": "2026-04-19T17:17:50Z"
+          }
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+    },
     {
       "author_login": "jason-zimmer",
       "name": null,
@@ -37937,6 +37924,63 @@
       },
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     },
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+      "name": null,
+      "profile_url": "https://github.com/jpruit20",
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+            "title": "fix(tui): raise streaming watchdog threshold to 120s and suppress false-positive warning",
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     {
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       "name": null,
@@ -39143,65 +39187,6 @@
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-    {
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-      "heuristic_note": "high open PR share; targets high-star repos",
-      "public_orgs": [
-        "NeuerDev"
-      ],
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-            "number": 65476,
-            "title": "fix(memory-wiki): persist capability in plugin registry cache rollback paths",
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@@ -40979,63 +40964,6 @@
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-      "name": "54huaxiao",
-      "profile_url": "https://github.com/mohuaxiao",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amohuaxiao",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amohuaxiao",
-      "repo_first_seen_at": "2026-04-12T16:28:41Z",
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-      "heuristic_note": "very new account; high open PR share; targets high-star repos",
-      "public_orgs": [],
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-            "number": 65457,
-            "title": "fix(gateway): stop dropping repeated markdown tokens in chat stream merge",
-            "url": "https://github.com/openclaw/openclaw/pull/65457",
-            "state": "open",
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     {
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       "name": null,
@@ -43907,12 +43835,12 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aseank-com",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aseank-com",
       "repo_first_seen_at": "2026-04-14T01:38:34Z",
-      "repo_last_seen_at": "2026-04-17T17:52:46Z",
+      "repo_last_seen_at": "2026-04-19T17:15:36Z",
       "repo_primary_artifact_count": 1,
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       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
@@ -44128,63 +44056,6 @@
       },
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     {
       "author_login": "simon-marcus",
       "name": "Simon Marcus",

new-contributors-report.md

@@ -1,15 +1,15 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260419T162034Z`
-- Generated: `2026-04-19T16:22:52Z`
+- Snapshot: `20260419T172035Z`
+- Generated: `2026-04-19T17:22:46Z`
 - Activity window: `7d`
-- Contributors: `691`
+- Contributors: `689`
 
 ## Summary
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
-| `EronFan` | [profile](https://github.com/EronFan) | no | CONTRIBUTOR | 2527d | `2026-03-24T11:57:26Z` | 72 | 0 | weak | low | medium | high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
+| `EronFan` | [profile](https://github.com/EronFan) | no | CONTRIBUTOR | 2527d | `2026-03-24T11:57:26Z` | 73 | 0 | weak | low | medium | high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `vincentkoc` | [profile](https://github.com/vincentkoc) | no | MEMBER | 6420d | `2026-02-03T19:03:56Z` | 54 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `100yenadmin` | [profile](https://github.com/100yenadmin) | no | CONTRIBUTOR | 178d | `2026-03-15T18:31:56Z` | 52 | 49 | weak | moderate | medium | young account; 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` | 44 | 1 | weak | low | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
@@ -21,7 +21,7 @@
 | `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 31 | 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 |
 | `mbelinky` | [profile](https://github.com/mbelinky) | no | CONTRIBUTOR | 1077d | `2026-02-08T09:07:45Z` | 22 | 0 | strong | low | low | targets high-star repos |
-| `obviyus` | [profile](https://github.com/obviyus) | no | CONTRIBUTOR | 3510d | `2026-01-04T13:17:28Z` | 21 | 0 | strong | low | low | targets high-star repos |
+| `obviyus` | [profile](https://github.com/obviyus) | no | CONTRIBUTOR | 3510d | `2026-01-04T13:17:28Z` | 22 | 0 | strong | low | low | targets high-star repos |
 | `oraculoos` | [profile](https://github.com/oraculoos) | no | NONE | ?d | `2026-04-14T13:16:27Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
 | `coygeek` | [profile](https://github.com/coygeek) | no | CONTRIBUTOR | 2164d | `2026-01-31T03:06:37Z` | 19 | 20 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `Eruditi` | [profile](https://github.com/Eruditi) | no | NONE | 1072d | `2026-04-16T15:08:41Z` | 19 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -36,7 +36,6 @@
 | `neo1027144-creator` | [profile](https://github.com/neo1027144-creator) | no | CONTRIBUTOR | 37d | `2026-04-09T20:15:50Z` | 15 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `TOMUIV` | [profile](https://github.com/TOMUIV) | no | NONE | 215d | `2026-04-10T17:11:48Z` | 15 | 1 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
 | `Lucenx9` | [profile](https://github.com/Lucenx9) | no | CONTRIBUTOR | 547d | `2026-02-25T06:16:41Z` | 14 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `ngutman` | [profile](https://github.com/ngutman) | no | MEMBER | 5146d | `2026-01-06T16:12:16Z` | 14 | 0 | strong | moderate | low | targets high-star repos |
 | `openperf` | [profile](https://github.com/openperf) | no | MEMBER | 1860d | `2026-02-07T10:37:24Z` | 14 | 0 | mixed | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `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 |
 | `SARAMALI15792` | [profile](https://github.com/SARAMALI15792) | no | CONTRIBUTOR | 992d | `2026-04-02T10:01:48Z` | 14 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -44,12 +43,12 @@
 | `Bartok9` | [profile](https://github.com/Bartok9) | no | CONTRIBUTOR | 70d | `2026-02-27T18:48:49Z` | 13 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `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 |
 | `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 |
+| `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 12 | 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 |
 | `imadal1n` | [profile](https://github.com/imadal1n) | no | NONE | 1548d | `2026-04-09T00:47:07Z` | 12 | 0 | weak | low | low | high open PR share; 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 |
 | `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` | 11 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 11 | 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 |
 | `zqchris` | [profile](https://github.com/zqchris) | no | CONTRIBUTOR | 4718d | `2026-03-01T13:09:15Z` | 10 | 5 | weak | low | low | high open PR share; targets high-star repos |
 | `martingarramon` | [profile](https://github.com/martingarramon) | no | CONTRIBUTOR | 49d | `2026-03-21T22:50:34Z` | 10 | 2 | 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 |
@@ -62,6 +61,7 @@
 | `pfrederiksen` | [profile](https://github.com/pfrederiksen) | no | NONE | 5392d | `2026-04-14T16:42:04Z` | 9 | 4 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `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 |
 | `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 |
+| `Mlightsnow` | [profile](https://github.com/Mlightsnow) | no | CONTRIBUTOR | 1899d | `2026-04-09T22:29:10Z` | 9 | 0 | weak | low | low | high open PR share; 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 |
@@ -74,12 +74,9 @@
 | `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 |
 | `draix` | [profile](https://github.com/draix) | no | NONE | 5822d | `2026-04-12T04:34:31Z` | 8 | 0 | weak | moderate | low | high recent PR volume; high open PR share |
 | `duqaXxX` | [profile](https://github.com/duqaXxX) | no | CONTRIBUTOR | 4000d | `2026-04-09T23:20:27Z` | 8 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `jlapenna` | [profile](https://github.com/jlapenna) | no | CONTRIBUTOR | 6304d | `2026-04-03T04:12:38Z` | 8 | 0 | weak | low | low | high open PR share |
 | `Magicray1217` | [profile](https://github.com/Magicray1217) | no | NONE | 34d | `2026-04-13T10:47:52Z` | 8 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
-| `Mlightsnow` | [profile](https://github.com/Mlightsnow) | no | CONTRIBUTOR | 1899d | `2026-04-09T22:29:10Z` | 8 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `onutc` | [profile](https://github.com/onutc) | no | CONTRIBUTOR | 874d | `2026-01-08T12:30:20Z` | 8 | 0 | strong | low | low | targets high-star repos |
 | `suboss87` | [profile](https://github.com/suboss87) | no | CONTRIBUTOR | 4078d | `2026-03-13T04:40:38Z` | 8 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `mjamiv` | [profile](https://github.com/mjamiv) | no | CONTRIBUTOR | 977d | `2026-04-08T18:58:33Z` | 7 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 | `frankekn` | [profile](https://github.com/frankekn) | no | MEMBER | 4714d | `2026-01-29T00:35:02Z` | 7 | 2 | strong | low | low | targets high-star repos |
 | `asakir44` | [profile](https://github.com/asakir44) | no | NONE | 440d | `2026-04-13T14:53:54Z` | 7 | 1 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `chinar-amrutkar` | [profile](https://github.com/chinar-amrutkar) | no | CONTRIBUTOR | 3502d | `2026-03-03T22:36:15Z` | 7 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -165,7 +162,10 @@
 | `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 |
 | `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 |
+| `ngutman` | [profile](https://github.com/ngutman) | no | MEMBER | 5146d | `2026-01-06T16:12:16Z` | 14 | 0 | strong | moderate | low | 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 |
+| `jlapenna` | [profile](https://github.com/jlapenna) | no | CONTRIBUTOR | 6304d | `2026-04-03T04:12:38Z` | 8 | 0 | weak | low | low | high open PR share |
+| `mjamiv` | [profile](https://github.com/mjamiv) | no | CONTRIBUTOR | 977d | `2026-04-08T18:58:33Z` | 7 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 | `chen-zhang-cs-code` | [profile](https://github.com/chen-zhang-cs-code) | no | CONTRIBUTOR | 118d | `2026-03-18T08:15:21Z` | 6 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
 | `steipete` | [profile](https://github.com/steipete) | no | CONTRIBUTOR | 6258d | `2025-11-26T16:46:20Z` | 5 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -239,7 +239,6 @@
 | `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 | MEMBER | 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 |
 | `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 |
@@ -286,11 +285,11 @@
 | `qualiobra` | [profile](https://github.com/qualiobra) | no | NONE | 330d | `2026-03-20T15:55:02Z` | 2 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `acinader` | [profile](https://github.com/acinader) | no | NONE | 5497d | `2026-04-10T14:12:10Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `afurm` | [profile](https://github.com/afurm) | no | CONTRIBUTOR | 4479d | `2026-02-24T14:40:28Z` | 2 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
-| `apocalypse9949` | [profile](https://github.com/apocalypse9949) | no | NONE | 1150d | `2026-04-11T20:07:39Z` | 2 | 0 | weak | moderate | low | high open PR share |
 | `bittoby` | [profile](https://github.com/bittoby) | no | CONTRIBUTOR | 290d | `2026-04-09T03:12:01Z` | 2 | 0 | mixed | moderate | low | young account; high recent PR volume |
 | `bladin` | [profile](https://github.com/bladin) | no | CONTRIBUTOR | 5085d | `2026-04-08T06:15:00Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `evanpaul14` | [profile](https://github.com/evanpaul14) | no | NONE | 1216d | `2026-04-10T20:33:42Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `FroeMic` | [profile](https://github.com/FroeMic) | no | NONE | 3833d | `2026-04-10T07:57:00Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `HowdyDooToYou` | [profile](https://github.com/HowdyDooToYou) | no | NONE | 287d | `2026-04-02T13:08:42Z` | 2 | 0 | weak | low | low | young account; no visible non-self stars |
 | `hoyyeva` | [profile](https://github.com/hoyyeva) | no | CONTRIBUTOR | 2206d | `2026-04-10T19:12:28Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `jasonxargs-boop` | [profile](https://github.com/jasonxargs-boop) | no | CONTRIBUTOR | 48d | `2026-04-11T07:57:11Z` | 2 | 0 | mixed | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `jiazhizhuo` | [profile](https://github.com/jiazhizhuo) | no | NONE | 3801d | `2026-03-18T02:15:19Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -299,6 +298,7 @@
 | `Lellansin` | [profile](https://github.com/Lellansin) | no | CONTRIBUTOR | 5006d | `2026-04-08T06:44:34Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
+| `pandego` | [profile](https://github.com/pandego) | no | CONTRIBUTOR | 4334d | `2026-02-20T21:19:18Z` | 2 | 0 | weak | moderate | low | high open PR share |
 | `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 |
 | `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 |
 | `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 |
@@ -334,7 +334,6 @@
 | `allenliang2022` | [profile](https://github.com/allenliang2022) | no | NONE | 1544d | `2026-04-17T11:19:39Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
-| `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 |
 | `d1rshan` | [profile](https://github.com/d1rshan) | no | NONE | 732d | `2026-04-17T06:12:09Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -522,6 +521,7 @@
 | `JackChiang233` | [profile](https://github.com/JackChiang233) | no | NONE | 1742d | `2026-04-15T09:01:12Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `jamr-erebor` | [profile](https://github.com/jamr-erebor) | no | NONE | 47d | `2026-04-14T23:58:55Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `januaryeffect` | [profile](https://github.com/januaryeffect) | no | NONE | 91d | `2026-04-19T11:13:28Z` | 1 | 0 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
+| `jaoa12or` | [profile](https://github.com/jaoa12or) | yes | NONE | 3314d | `2026-04-19T17:17:50Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `jason-zimmer` | [profile](https://github.com/jason-zimmer) | no | NONE | 3159d | `2026-04-13T22:47:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
 | `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 |
@@ -536,6 +536,7 @@
 | `joeyfrasier` | [profile](https://github.com/joeyfrasier) | no | NONE | 3894d | `2026-02-18T11:51:54Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `john-vainio` | [profile](https://github.com/john-vainio) | no | NONE | 1529d | `2026-04-17T05:05:56Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `johnstarks03` | [profile](https://github.com/johnstarks03) | no | NONE | 44d | `2026-04-13T15:10:00Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `jpruit20` | [profile](https://github.com/jpruit20) | yes | NONE | 291d | `2026-04-19T16:53:07Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars |
 | `juggsnjava-git` | [profile](https://github.com/juggsnjava-git) | no | NONE | 0d | `2026-04-19T01:27:27Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars |
 | `juliopx` | [profile](https://github.com/juliopx) | no | NONE | 4257d | `2026-03-19T15:53:01Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `JuniperSling` | [profile](https://github.com/JuniperSling) | no | NONE | 1866d | `2026-04-18T07:51:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -557,7 +558,6 @@
 | `Kzino` | [profile](https://github.com/Kzino) | no | NONE | 3193d | `2026-04-18T16:27:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Laihiujin` | [profile](https://github.com/Laihiujin) | no | NONE | 1705d | `2026-04-16T03:34:07Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs |
 | `langningchen-openclaw` | [profile](https://github.com/langningchen-openclaw) | no | NONE | 0d | `2026-04-17T14:34:30Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
-| `lanyasheng` | [profile](https://github.com/lanyasheng) | no | NONE | 3483d | `2026-03-12T16:41:45Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `laopuhuluwa` | [profile](https://github.com/laopuhuluwa) | no | CONTRIBUTOR | 66d | `2026-02-20T11:19:44Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `leonidas1712` | [profile](https://github.com/leonidas1712) | no | NONE | 3582d | `2026-04-18T07:30:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `liemrich` | [profile](https://github.com/liemrich) | no | NONE | 2215d | `2026-04-16T01:38:06Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -589,7 +589,6 @@
 | `mkg20001` | [profile](https://github.com/mkg20001) | no | NONE | 4339d | `2026-04-14T06:36:13Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `mktcode` | [profile](https://github.com/mktcode) | no | NONE | 4431d | `2026-04-14T17:42:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mofolo` | [profile](https://github.com/mofolo) | no | NONE | 5117d | `2026-04-16T05:46:07Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `mohuaxiao` | [profile](https://github.com/mohuaxiao) | no | NONE | 79d | `2026-04-12T16:28:41Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `MotherSphere` | [profile](https://github.com/MotherSphere) | no | NONE | 198d | `2026-04-18T14:28:07Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `mylesdebastion` | [profile](https://github.com/mylesdebastion) | no | NONE | 2781d | `2026-01-28T22:26:25Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `neilofneils404` | [profile](https://github.com/neilofneils404) | no | NONE | 74d | `2026-04-16T22:29:09Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -644,7 +643,6 @@
 | `seanniu93` | [profile](https://github.com/seanniu93) | no | NONE | 4213d | `2026-04-18T07:23:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `secondfry` | [profile](https://github.com/secondfry) | no | NONE | 5691d | `2026-04-13T19:30:49Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ShayMeshGit` | [profile](https://github.com/ShayMeshGit) | no | NONE | 2606d | `2026-04-17T19:10:02Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `shirtlessfounder` | [profile](https://github.com/shirtlessfounder) | no | NONE | 1129d | `2026-04-12T16:41:08Z` | 1 | 0 | mixed | moderate | low | — |
 | `simon-marcus` | [profile](https://github.com/simon-marcus) | no | NONE | 3765d | `2026-04-13T01:41:40Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `SimoneB79` | [profile](https://github.com/SimoneB79) | no | NONE | 841d | `2026-04-14T08:35:51Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `skainguyen1412` | [profile](https://github.com/skainguyen1412) | no | CONTRIBUTOR | 3868d | `2026-04-13T04:22:58Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -709,11 +707,11 @@
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEronFan)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEronFan)
 - repo first seen: `2026-03-24T11:57:26Z`
-- repo last seen: `2026-04-15T17:27:53Z`
+- repo last seen: `2026-04-19T16:48:26Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **72**
-- snapshot authored PRs/issues: **72 PRs / 0 issues**
+- repo primary artifacts: **73**
+- snapshot authored PRs/issues: **73 PRs / 0 issues**
 - snapshot discussion activity: **22 comments / 0 reviews / 0 review comments**
 - account age: **2527 days**
 - recent public PR activity: **84 PRs** (1 merged / 75 closed-unmerged / 8 open; merged rate **1%**, closed-unmerged rate **89%**, open rate **10%**)
@@ -722,9 +720,9 @@
 - heuristic read: **high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
 
 Example artifacts:
+- [PR #69023: fix: exclude implicit providers when models.mode=replace](https://github.com/openclaw/openclaw/pull/69023) — closed
 - [PR #67319: fix: prevent exec completion feedback loop in web UI session](https://github.com/openclaw/openclaw/pull/67319) — closed
 - [PR #67312: fix: prevent exec completion feedback loop in web UI session](https://github.com/openclaw/openclaw/pull/67312) — closed
-- [PR #67310: fix: prevent exec completion feedback loop in web UI session](https://github.com/openclaw/openclaw/pull/67310) — closed
 
 ### `vincentkoc`
 
@@ -755,12 +753,12 @@ 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: `2026-04-19T16:10:13Z`
+- repo last seen: `2026-04-19T17:08:37Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **101**
 - snapshot authored PRs/issues: **52 PRs / 49 issues**
-- snapshot discussion activity: **258 comments / 1269 reviews / 1269 review comments**
+- snapshot discussion activity: **259 comments / 1277 reviews / 1277 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`
@@ -997,12 +995,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aobviyus)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aobviyus)
 - repo first seen: `2026-01-04T13:17:28Z`
-- repo last seen: `2026-04-19T16:10:18Z`
+- repo last seen: `2026-04-19T17:19:07Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **21**
-- snapshot authored PRs/issues: **21 PRs / 0 issues**
-- snapshot discussion activity: **536 comments / 51 reviews / 4 review comments**
+- repo primary artifacts: **22**
+- snapshot authored PRs/issues: **22 PRs / 0 issues**
+- snapshot discussion activity: **538 comments / 51 reviews / 4 review comments**
 - account age: **3510 days**
 - recent public PR activity: **16 PRs** (15 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
 - public orgs: `UplauseApp`
@@ -1010,9 +1008,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
-- [PR #69015: fix(gateway): reject invalid cron announce delivery config](https://github.com/openclaw/openclaw/pull/69015) — open
+- [PR #69021: fix(cron): preserve deferred heartbeat target override](https://github.com/openclaw/openclaw/pull/69021) — closed, merged
+- [PR #69015: fix(gateway): reject invalid cron announce delivery config](https://github.com/openclaw/openclaw/pull/69015) — closed, merged
 - [PR #69000: fix(cron): key recurring delivery dedupe to execution](https://github.com/openclaw/openclaw/pull/69000) — closed, merged
-- [PR #68482: fix(cron): keep message tool when delivery is none](https://github.com/openclaw/openclaw/pull/68482) — closed, merged
 
 ### `oraculoos`
 
@@ -1116,12 +1114,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aomarshahine)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aomarshahine)
 - repo first seen: `2026-02-20T03:30:56Z`
-- repo last seen: `2026-04-19T16:18:23Z`
+- repo last seen: `2026-04-19T16:29:31Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **28**
 - snapshot authored PRs/issues: **18 PRs / 10 issues**
-- snapshot discussion activity: **91 comments / 20 reviews / 20 review comments**
+- snapshot discussion activity: **101 comments / 20 reviews / 20 review comments**
 - account age: **4126 days**
 - recent public PR activity: **29 PRs** (21 merged / 6 closed-unmerged / 2 open; merged rate **72%**, closed-unmerged rate **21%**, open rate **7%**)
 - public orgs: none visible
@@ -1142,12 +1140,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amcaxtr)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amcaxtr)
 - repo first seen: `2026-02-04T01:45:00Z`
-- repo last seen: `2026-04-19T00:25:27Z`
+- repo last seen: `2026-04-19T16:51:21Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **23**
 - snapshot authored PRs/issues: **18 PRs / 5 issues**
-- snapshot discussion activity: **512 comments / 57 reviews / 57 review comments**
+- snapshot discussion activity: **512 comments / 58 reviews / 58 review comments**
 - account age: **4358 days**
 - recent public PR activity: **13 PRs** (5 merged / 1 closed-unmerged / 7 open; merged rate **38%**, closed-unmerged rate **8%**, open rate **54%**)
 - public orgs: `openclaw`
@@ -1351,29 +1349,6 @@ Example artifacts:
 - [PR #68724: fix(bluebubbles): preserve pinned dispatcher for media fetches](https://github.com/openclaw/openclaw/pull/68724) — open
 - [Issue #45645: [Bug]: doctor/update can leave CLI and gateway on different installs on Linux](https://github.com/openclaw/openclaw/issues/45645) — open
 
-### `ngutman`
-
-- profile: [github.com/ngutman](https://github.com/ngutman)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Angutman)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Angutman)
-- repo first seen: `2026-01-06T16:12:16Z`
-- repo last seen: `2026-04-18T05:12:11Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **14**
-- snapshot authored PRs/issues: **14 PRs / 0 issues**
-- snapshot discussion activity: **163 comments / 7 reviews / 7 review comments**
-- account age: **5146 days**
-- recent public PR activity: **18 PRs** (16 merged / 0 closed-unmerged / 2 open; merged rate **89%**, closed-unmerged rate **0%**, open rate **11%**)
-- public orgs: `openclaw`
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #68236: test(auth): add oauth e2e regression coverage](https://github.com/openclaw/openclaw/pull/68236) — open, draft
-- [PR #67635: fix(openai-codex): normalize stale transport metadata in resolution and discovery](https://github.com/openclaw/openclaw/pull/67635) — closed, merged
-- [PR #65456: fix(agents): isolate skills tests from personal home](https://github.com/openclaw/openclaw/pull/65456) — closed, merged
-
 ### `openperf`
 
 - profile: [github.com/openperf](https://github.com/openperf)
@@ -1535,6 +1510,29 @@ Example artifacts:
 - [PR #67212: fix(config-ui): keep Raw view readable when raw text withheld](https://github.com/openclaw/openclaw/pull/67212) — closed
 - [PR #67211: fix(text): strip leaked reasoning before orphan </think>](https://github.com/openclaw/openclaw/pull/67211) — closed
 
+### `armorbreak001`
+
+- profile: [github.com/armorbreak001](https://github.com/armorbreak001)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aarmorbreak001)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aarmorbreak001)
+- repo first seen: `2026-04-16T01:31:19Z`
+- repo last seen: `2026-04-19T16:35:03Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **12**
+- snapshot authored PRs/issues: **12 PRs / 0 issues**
+- snapshot discussion activity: **11 comments / 3 reviews / 3 review comments**
+- account age: **7 days**
+- recent public PR activity: **145 PRs** (8 merged / 23 closed-unmerged / 114 open; merged rate **6%**, closed-unmerged rate **16%**, open rate **79%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
+- heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars**
+
+Example artifacts:
+- [PR #69020: fix(slack): suppress already_reacted error in reactSlackMessage](https://github.com/openclaw/openclaw/pull/69020) — closed
+- [PR #68919: fix(tools): remove provider prefix from vision model config lookup](https://github.com/openclaw/openclaw/pull/68919) — open
+- [PR #68854: fix(security): allow quoted heredocs in allowlist mode without extra approval](https://github.com/openclaw/openclaw/pull/68854) — open
+
 ### `imadal1n`
 
 - profile: [github.com/imadal1n](https://github.com/imadal1n)
@@ -1650,29 +1648,6 @@ Example artifacts:
 - [PR #68320: fix(ollama): add baseUrl to configSchema and wire it through discovery](https://github.com/openclaw/openclaw/pull/68320) — open
 - [PR #68317: fix(directive): remove incorrect 'Telegram only' label from reasoning stream ack](https://github.com/openclaw/openclaw/pull/68317) — open
 
-### `armorbreak001`
-
-- profile: [github.com/armorbreak001](https://github.com/armorbreak001)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aarmorbreak001)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aarmorbreak001)
-- repo first seen: `2026-04-16T01:31:19Z`
-- repo last seen: `2026-04-19T14:47:11Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **11**
-- snapshot authored PRs/issues: **11 PRs / 0 issues**
-- snapshot discussion activity: **11 comments / 3 reviews / 3 review comments**
-- account age: **7 days**
-- recent public PR activity: **145 PRs** (8 merged / 23 closed-unmerged / 114 open; merged rate **6%**, closed-unmerged rate **16%**, open rate **79%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
-- heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars**
-
-Example artifacts:
-- [PR #68919: fix(tools): remove provider prefix from vision model config lookup](https://github.com/openclaw/openclaw/pull/68919) — open
-- [PR #68854: fix(security): allow quoted heredocs in allowlist mode without extra approval](https://github.com/openclaw/openclaw/pull/68854) — open
-- [PR #68822: feat(memory): make embedding retry/concurrency parameters configurable](https://github.com/openclaw/openclaw/pull/68822) — open
-
 ### `zqchris`
 
 - profile: [github.com/zqchris](https://github.com/zqchris)
@@ -1705,12 +1680,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amartingarramon)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amartingarramon)
 - repo first seen: `2026-03-21T22:50:34Z`
-- repo last seen: `2026-04-19T16:15:58Z`
+- repo last seen: `2026-04-19T17:00:03Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **12**
 - snapshot authored PRs/issues: **10 PRs / 2 issues**
-- snapshot discussion activity: **82 comments / 40 reviews / 4 review comments**
+- snapshot discussion activity: **84 comments / 40 reviews / 4 review comments**
 - account age: **49 days**
 - recent public PR activity: **5 PRs** (0 merged / 2 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **40%**, open rate **60%**)
 - public orgs: none visible
@@ -1960,6 +1935,29 @@ 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
 
+### `Mlightsnow`
+
+- profile: [github.com/Mlightsnow](https://github.com/Mlightsnow)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AMlightsnow)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AMlightsnow)
+- repo first seen: `2026-04-09T22:29:10Z`
+- repo last seen: `2026-04-19T16:44:32Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **9**
+- snapshot authored PRs/issues: **9 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 5 reviews / 5 review comments**
+- account age: **1899 days**
+- recent public PR activity: **5 PRs** (0 merged / 1 closed-unmerged / 4 open; merged rate **0%**, closed-unmerged rate **20%**, open rate **80%**)
+- 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 #69022: Fix: apply humanDelay between Telegram streamed block replies (Resolves #68945)](https://github.com/openclaw/openclaw/pull/69022) — open
+- [PR #69002: Fix: skip Homebrew prompt on platforms brew doesn't support (Resolves #68893)](https://github.com/openclaw/openclaw/pull/69002) — open
+- [PR #68207: Fix: auto-allowlist configured CDP hostnames in SSRF policy (Resolves #68108)](https://github.com/openclaw/openclaw/pull/68207) — closed, merged
+
 ### `WuKongAI-CMU`
 
 - profile: [github.com/WuKongAI-CMU](https://github.com/WuKongAI-CMU)
@@ -2246,29 +2244,6 @@ Example artifacts:
 - [PR #67444: fix(inter-session-completion-delivery): ensure completion delivery on ANNOUNCE_SKIP](https://github.com/openclaw/openclaw/pull/67444) — open
 - [PR #66871: fix(openai): guard codex responses overflow before provider rejection](https://github.com/openclaw/openclaw/pull/66871) — open
 
-### `jlapenna`
-
-- profile: [github.com/jlapenna](https://github.com/jlapenna)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajlapenna)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajlapenna)
-- repo first seen: `2026-04-03T04:12:38Z`
-- repo last seen: `2026-04-18T00:05:20Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **8**
-- snapshot authored PRs/issues: **8 PRs / 0 issues**
-- snapshot discussion activity: **16 comments / 2 reviews / 0 review comments**
-- account age: **6304 days**
-- recent public PR activity: **13 PRs** (1 merged / 3 closed-unmerged / 9 open; merged rate **8%**, closed-unmerged rate **23%**, open rate **69%**)
-- public orgs: `supersprinklesracing`
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share**
-
-Example artifacts:
-- [PR #68337: docs(acp): Add explicit warning on Docker deployment for ACP tools](https://github.com/openclaw/openclaw/pull/68337) — open, draft
-- [PR #66190: fix(memory): use native parser for openai embeddings proxy](https://github.com/openclaw/openclaw/pull/66190) — closed
-- [PR #65473: docs(gateway): Document Docker-out-of-Docker Paradox and constraint](https://github.com/openclaw/openclaw/pull/65473) — closed, merged
-
 ### `Magicray1217`
 
 - profile: [github.com/Magicray1217](https://github.com/Magicray1217)
@@ -2292,29 +2267,6 @@ Example artifacts:
 - [PR #67297: fix(compaction): use reserveTokens instead of reserveTokensFloor for memoryFlush and preflight thresholds](https://github.com/openclaw/openclaw/pull/67297) — open
 - [PR #67050: fix: skip test files and directories in install security scanner](https://github.com/openclaw/openclaw/pull/67050) — open
 
-### `Mlightsnow`
-
-- profile: [github.com/Mlightsnow](https://github.com/Mlightsnow)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AMlightsnow)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AMlightsnow)
-- repo first seen: `2026-04-09T22:29:10Z`
-- repo last seen: `2026-04-19T15:37:17Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **8**
-- snapshot authored PRs/issues: **8 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 5 reviews / 5 review comments**
-- account age: **1899 days**
-- recent public PR activity: **5 PRs** (0 merged / 1 closed-unmerged / 4 open; merged rate **0%**, closed-unmerged rate **20%**, open rate **80%**)
-- 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 #69002: Fix: skip Homebrew prompt on platforms brew doesn't support (Resolves #68893)](https://github.com/openclaw/openclaw/pull/69002) — open
-- [PR #68207: Fix: auto-allowlist configured CDP hostnames in SSRF policy (Resolves #68108)](https://github.com/openclaw/openclaw/pull/68207) — closed, merged
-- [PR #68093: Fix: dedupe section title/desc in single-section config view (Resolves #68003)](https://github.com/openclaw/openclaw/pull/68093) — open
-
 ### `onutc`
 
 - profile: [github.com/onutc](https://github.com/onutc)
@@ -2361,32 +2313,6 @@ Example artifacts:
 - [PR #67457: fix(ollama): strip provider prefix from model ID in chat requests](https://github.com/openclaw/openclaw/pull/67457) — closed, merged
 - [PR #66544: fix(gateway): exclude heartbeat sender ID from session display name](https://github.com/openclaw/openclaw/pull/66544) — open
 
-### `mjamiv`
-
-- profile: [github.com/mjamiv](https://github.com/mjamiv)
-- 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: `2026-04-19T03:30:30Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **12**
-- snapshot authored PRs/issues: **7 PRs / 5 issues**
-- snapshot discussion activity: **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
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68253: fix(slack): opt out of stale-socket health-monitor (Socket Mode owns liveness)](https://github.com/openclaw/openclaw/pull/68253) — open
-- [PR #66412: fix(dreaming): default storage.mode to "separate" so phase blocks stop polluting daily memory files](https://github.com/openclaw/openclaw/pull/66412) — closed, merged
-- [PR #65453: fix(models): add image input to MiniMax-M2.7 catalog](https://github.com/openclaw/openclaw/pull/65453) — open
-- [Issue #65668: [Bug]: SIGUSR1/config.patch restart orphans gateway under custom supervisors → EADDRINUSE crash loop (workaround: OPENCLAW_NO_RESPAWN=1)](https://github.com/openclaw/openclaw/issues/65668) — open
-- [Issue #65526: [Feature]: auto-propagate proxy env vars to MCP stdio server child processes](https://github.com/openclaw/openclaw/issues/65526) — open
-- [Issue #65525: [Bug]: MCP stdio servers don't inherit NODE_OPTIONS — breaks proxy-only sandbox environments](https://github.com/openclaw/openclaw/issues/65525) — open
-
 ### `frankekn`
 
 - profile: [github.com/frankekn](https://github.com/frankekn)
@@ -2442,12 +2368,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achinar-amrutkar)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achinar-amrutkar)
 - repo first seen: `2026-03-03T22:36:15Z`
-- repo last seen: `2026-04-17T09:11:37Z`
+- repo last seen: `2026-04-19T16:29:47Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **7 PRs / 1 issues**
-- snapshot discussion activity: **14 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **15 comments / 1 reviews / 1 review comments**
 - account age: **3502 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
@@ -4373,6 +4299,29 @@ Example artifacts:
 - [PR #66881: test(qianfan,kimi-coding): add provider plugin and onboard config tests [AI-assisted]](https://github.com/openclaw/openclaw/pull/66881) — closed
 - [PR #64709: fix(process): handle Windows CJK encoding in child process output [AI-assisted]](https://github.com/openclaw/openclaw/pull/64709) — open
 
+### `ngutman`
+
+- profile: [github.com/ngutman](https://github.com/ngutman)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Angutman)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Angutman)
+- repo first seen: `2026-01-06T16:12:16Z`
+- repo last seen: `2026-04-18T05:12:11Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **14**
+- snapshot authored PRs/issues: **14 PRs / 0 issues**
+- snapshot discussion activity: **163 comments / 7 reviews / 7 review comments**
+- account age: **5146 days**
+- recent public PR activity: **18 PRs** (16 merged / 0 closed-unmerged / 2 open; merged rate **89%**, closed-unmerged rate **0%**, open rate **11%**)
+- public orgs: `openclaw`
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #68236: test(auth): add oauth e2e regression coverage](https://github.com/openclaw/openclaw/pull/68236) — open, draft
+- [PR #67635: fix(openai-codex): normalize stale transport metadata in resolution and discovery](https://github.com/openclaw/openclaw/pull/67635) — closed, merged
+- [PR #65456: fix(agents): isolate skills tests from personal home](https://github.com/openclaw/openclaw/pull/65456) — closed, merged
+
 ### `dependabot[bot]`
 
 - profile: [github.com/dependabot[bot]](https://github.com/dependabot[bot])
@@ -4397,6 +4346,55 @@ Example artifacts:
 - [PR #65826: build(deps): bump the android-deps group across 1 directory with 16 updates](https://github.com/openclaw/openclaw/pull/65826) — open
 - [PR #65099: chore(deps): bump actions/create-github-app-token from 2 to 3.0.0](https://github.com/openclaw/openclaw/pull/65099) — open
 
+### `jlapenna`
+
+- profile: [github.com/jlapenna](https://github.com/jlapenna)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajlapenna)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajlapenna)
+- repo first seen: `2026-04-03T04:12:38Z`
+- repo last seen: `2026-04-18T00:05:20Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **8**
+- snapshot authored PRs/issues: **8 PRs / 0 issues**
+- snapshot discussion activity: **16 comments / 2 reviews / 0 review comments**
+- account age: **6304 days**
+- recent public PR activity: **13 PRs** (1 merged / 3 closed-unmerged / 9 open; merged rate **8%**, closed-unmerged rate **23%**, open rate **69%**)
+- public orgs: `supersprinklesracing`
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #68337: docs(acp): Add explicit warning on Docker deployment for ACP tools](https://github.com/openclaw/openclaw/pull/68337) — open, draft
+- [PR #66190: fix(memory): use native parser for openai embeddings proxy](https://github.com/openclaw/openclaw/pull/66190) — closed
+- [PR #65473: docs(gateway): Document Docker-out-of-Docker Paradox and constraint](https://github.com/openclaw/openclaw/pull/65473) — closed, merged
+
+### `mjamiv`
+
+- profile: [github.com/mjamiv](https://github.com/mjamiv)
+- 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: `2026-04-19T03:30:30Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **12**
+- snapshot authored PRs/issues: **7 PRs / 5 issues**
+- snapshot discussion activity: **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
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68253: fix(slack): opt out of stale-socket health-monitor (Socket Mode owns liveness)](https://github.com/openclaw/openclaw/pull/68253) — open
+- [PR #66412: fix(dreaming): default storage.mode to "separate" so phase blocks stop polluting daily memory files](https://github.com/openclaw/openclaw/pull/66412) — closed, merged
+- [PR #65453: fix(models): add image input to MiniMax-M2.7 catalog](https://github.com/openclaw/openclaw/pull/65453) — open
+- [Issue #65668: [Bug]: SIGUSR1/config.patch restart orphans gateway under custom supervisors → EADDRINUSE crash loop (workaround: OPENCLAW_NO_RESPAWN=1)](https://github.com/openclaw/openclaw/issues/65668) — open
+- [Issue #65526: [Feature]: auto-propagate proxy env vars to MCP stdio server child processes](https://github.com/openclaw/openclaw/issues/65526) — open
+- [Issue #65525: [Bug]: MCP stdio servers don't inherit NODE_OPTIONS — breaks proxy-only sandbox environments](https://github.com/openclaw/openclaw/issues/65525) — open
+
 ### `chen-zhang-cs-code`
 
 - profile: [github.com/chen-zhang-cs-code](https://github.com/chen-zhang-cs-code)
@@ -6066,28 +6064,6 @@ Example artifacts:
 - [PR #66812: [codex] Add reusable cross-OS release checks workflow](https://github.com/openclaw/openclaw/pull/66812) — closed, merged
 - [PR #66660: Move npm dist-tag operations to releases-private](https://github.com/openclaw/openclaw/pull/66660) — closed, merged
 
-### `pandego`
-
-- profile: [github.com/pandego](https://github.com/pandego)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Apandego)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Apandego)
-- repo first seen: `2026-02-20T21:19:18Z`
-- repo last seen: `2026-04-19T07:47:02Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **67 comments / 4 reviews / 4 review comments**
-- account age: **4334 days**
-- recent public PR activity: **9 PRs** (2 merged / 0 closed-unmerged / 7 open; merged rate **22%**, closed-unmerged rate **0%**, open rate **78%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share**
-
-Example artifacts:
-- [PR #68641: Fix Control UI image history rendering](https://github.com/openclaw/openclaw/pull/68641) — open
-- [PR #65460: perf(cli): lazy-load browser help subcommands](https://github.com/openclaw/openclaw/pull/65460) — open
-
 ### `Patrick-Erichsen`
 
 - profile: [github.com/Patrick-Erichsen](https://github.com/Patrick-Erichsen)
@@ -6616,12 +6592,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Acgdusek)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acgdusek)
 - repo first seen: `2026-02-28T05:12:59Z`
-- repo last seen: `2026-04-19T15:50:11Z`
+- repo last seen: `2026-04-19T17:15:46Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **279 comments / 3 reviews / 3 review comments**
+- snapshot discussion activity: **280 comments / 6 reviews / 6 review comments**
 - account age: **2915 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
@@ -6629,7 +6605,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #69010: fix(gateway): prefer current route delivery context](https://github.com/openclaw/openclaw/pull/69010) — open, draft
+- [PR #69010: fix(gateway): prefer current route delivery context](https://github.com/openclaw/openclaw/pull/69010) — open
 - [PR #61695: feat(config): publish hosted schema artifact](https://github.com/openclaw/openclaw/pull/61695) — closed
 - [PR #53748: fix(usage): return accumulated input/cache tokens from toNormalizedUsage](https://github.com/openclaw/openclaw/pull/53748) — closed
 
@@ -7143,28 +7119,6 @@ Example artifacts:
 - [PR #68424: fix(web-search): restore SecretRef runtime compatibility for bundled providers](https://github.com/openclaw/openclaw/pull/68424) — open
 - [PR #27818: Media: sanitize Content-Disposition filenames from remote fetches](https://github.com/openclaw/openclaw/pull/27818) — closed
 
-### `apocalypse9949`
-
-- profile: [github.com/apocalypse9949](https://github.com/apocalypse9949)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aapocalypse9949)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aapocalypse9949)
-- repo first seen: `2026-04-11T20:07:39Z`
-- repo last seen: `2026-04-13T10:44:33Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
-- account age: **1150 days**
-- recent public PR activity: **22 PRs** (1 merged / 3 closed-unmerged / 18 open; merged rate **5%**, closed-unmerged rate **14%**, open rate **82%**)
-- public orgs: `OpenSamurai`
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share**
-
-Example artifacts:
-- [PR #65452:  [security fix] Fix SQL injection in memory schema management](https://github.com/openclaw/openclaw/pull/65452) — open
-- [PR #64995: Fix SQL injection via identifiers in memory schema](https://github.com/openclaw/openclaw/pull/64995) — closed
-
 ### `bittoby`
 
 - profile: [github.com/bittoby](https://github.com/bittoby)
@@ -7253,6 +7207,28 @@ Example artifacts:
 - [PR #65586: [codex] Plugin SDK: add reply activity callbacks for channel plugins](https://github.com/openclaw/openclaw/pull/65586) — closed, draft
 - [PR #64184: fix(slack): propagate file IDs through media pipeline to agent context](https://github.com/openclaw/openclaw/pull/64184) — open
 
+### `HowdyDooToYou`
+
+- profile: [github.com/HowdyDooToYou](https://github.com/HowdyDooToYou)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AHowdyDooToYou)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AHowdyDooToYou)
+- repo first seen: `2026-04-02T13:08:42Z`
+- repo last seen: `2026-04-19T17:09:43Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **287 days**
+- recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **young account; no visible non-self stars**
+
+Example artifacts:
+- [PR #69029: fix: resolve model alias P1/P2 review feedback](https://github.com/openclaw/openclaw/pull/69029) — open
+- [PR #59681: fix(agents): resolve model aliases in sessions_spawn](https://github.com/openclaw/openclaw/pull/59681) — open
+
 ### `hoyyeva`
 
 - profile: [github.com/hoyyeva](https://github.com/hoyyeva)
@@ -7429,6 +7405,28 @@ Example artifacts:
 - [PR #67604: fix(openclaw): reclaim idle cron parent sessions after completed runs](https://github.com/openclaw/openclaw/pull/67604) — open
 - [PR #64110: feat: Deleting scheduled tasks also clears tasks in the queue.](https://github.com/openclaw/openclaw/pull/64110) — open
 
+### `pandego`
+
+- profile: [github.com/pandego](https://github.com/pandego)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Apandego)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Apandego)
+- repo first seen: `2026-02-20T21:19:18Z`
+- repo last seen: `2026-04-19T07:47:02Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **67 comments / 4 reviews / 4 review comments**
+- account age: **4334 days**
+- recent public PR activity: **9 PRs** (2 merged / 0 closed-unmerged / 7 open; merged rate **22%**, closed-unmerged rate **0%**, open rate **78%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #68641: Fix Control UI image history rendering](https://github.com/openclaw/openclaw/pull/68641) — open
+- [PR #65460: perf(cli): lazy-load browser help subcommands](https://github.com/openclaw/openclaw/pull/65460) — open
+
 ### `rhinoroo`
 
 - profile: [github.com/rhinoroo](https://github.com/rhinoroo)
@@ -8232,28 +8230,6 @@ Example artifacts:
 - [PR #67157: Add stable tarball upgrade workflow](https://github.com/openclaw/openclaw/pull/67157) — open
 - [Issue #53605: Regression: v2026.3.23 global npm package still misses WhatsApp sidecar runtime files](https://github.com/openclaw/openclaw/issues/53605) — open
 
-### `ccage-simp`
-
-- profile: [github.com/ccage-simp](https://github.com/ccage-simp)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Accage-simp)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Accage-simp)
-- repo first seen: `2026-04-12T17:18:42Z`
-- repo last seen: `2026-04-12T17:18:49Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3516 days**
-- recent public PR activity: **9 PRs** (0 merged / 3 closed-unmerged / 6 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share**
-
-Example artifacts:
-- [PR #65481: fix(memory-qmd): prefer --mask for collection patterns](https://github.com/openclaw/openclaw/pull/65481) — open
-- [Issue #65480: QMD regression: collection patterns fall back to **/*.md because qmd-manager prefers --glob over --mask](https://github.com/openclaw/openclaw/issues/65480) — open
-
 ### `chaosreload`
 
 - profile: [github.com/chaosreload](https://github.com/chaosreload)
@@ -12235,6 +12211,27 @@ Example artifacts:
 Example artifacts:
 - [PR #68934: fix(canvas-host): dedupe signal-polyfill in a2ui bundle](https://github.com/openclaw/openclaw/pull/68934) — open
 
+### `jaoa12or`
+
+- profile: [github.com/jaoa12or](https://github.com/jaoa12or)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajaoa12or)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajaoa12or)
+- repo first seen: `2026-04-19T17:17:50Z`
+- repo last seen: `2026-04-19T17:17:50Z`
+- 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: **3314 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; targets high-star repos**
+
+Example artifacts:
+- [PR #69032: feat: add heartbeat.trigger handler and sandbox Docker host path tran…](https://github.com/openclaw/openclaw/pull/69032) — closed
+
 ### `jason-zimmer`
 
 - profile: [github.com/jason-zimmer](https://github.com/jason-zimmer)
@@ -12529,6 +12526,27 @@ Example artifacts:
 Example artifacts:
 - [PR #66002: Fallback ACP metadata lookup for thread aliases](https://github.com/openclaw/openclaw/pull/66002) — closed
 
+### `jpruit20`
+
+- profile: [github.com/jpruit20](https://github.com/jpruit20)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajpruit20)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajpruit20)
+- repo first seen: `2026-04-19T16:53:07Z`
+- repo last seen: `2026-04-19T16:53:07Z`
+- 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: **291 days**
+- recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **young account; no visible non-self stars**
+
+Example artifacts:
+- [PR #69026: fix(tui): raise streaming watchdog threshold to 120s and suppress false-positive warning](https://github.com/openclaw/openclaw/pull/69026) — open
+
 ### `juggsnjava-git`
 
 - profile: [github.com/juggsnjava-git](https://github.com/juggsnjava-git)
@@ -12970,27 +12988,6 @@ Example artifacts:
 Example artifacts:
 - [PR #68149: feat(daemon): use PowerShell Register-ScheduledTask for Windows auto-start](https://github.com/openclaw/openclaw/pull/68149) — open
 
-### `lanyasheng`
-
-- profile: [github.com/lanyasheng](https://github.com/lanyasheng)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alanyasheng)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alanyasheng)
-- repo first seen: `2026-03-12T16:41:45Z`
-- repo last seen: `2026-04-12T17:06:11Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **10 comments / 0 reviews / 0 review comments**
-- account age: **3483 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: `NeuerDev`
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #65476: fix(memory-wiki): persist capability in plugin registry cache rollback paths](https://github.com/openclaw/openclaw/pull/65476) — open
-
 ### `laopuhuluwa`
 
 - profile: [github.com/laopuhuluwa](https://github.com/laopuhuluwa)
@@ -13642,27 +13639,6 @@ Example artifacts:
 Example artifacts:
 - [PR #67536: fix(slack): route subagent completion messages back to originating thread](https://github.com/openclaw/openclaw/pull/67536) — open
 
-### `mohuaxiao`
-
-- profile: [github.com/mohuaxiao](https://github.com/mohuaxiao)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amohuaxiao)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amohuaxiao)
-- repo first seen: `2026-04-12T16:28:41Z`
-- repo last seen: `2026-04-12T16:40:34Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **79 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 #65457: fix(gateway): stop dropping repeated markdown tokens in chat stream merge](https://github.com/openclaw/openclaw/pull/65457) — open
-
 ### `MotherSphere`
 
 - profile: [github.com/MotherSphere](https://github.com/MotherSphere)
@@ -14720,12 +14696,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aseank-com)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aseank-com)
 - repo first seen: `2026-04-14T01:38:34Z`
-- repo last seen: `2026-04-17T17:52:46Z`
+- repo last seen: `2026-04-19T17:15:36Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
 - account age: **5207 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
@@ -14798,27 +14774,6 @@ Example artifacts:
 Example artifacts:
 - [PR #68250: docs: use relative links in provider index to fix localization #68139](https://github.com/openclaw/openclaw/pull/68250) — closed
 
-### `shirtlessfounder`
-
-- profile: [github.com/shirtlessfounder](https://github.com/shirtlessfounder)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ashirtlessfounder)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ashirtlessfounder)
-- repo first seen: `2026-04-12T16:41:08Z`
-- repo last seen: `2026-04-12T16:44:41Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **1129 days**
-- recent public PR activity: **10 PRs** (6 merged / 2 closed-unmerged / 2 open; merged rate **60%**, closed-unmerged rate **20%**, open rate **20%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **—**
-
-Example artifacts:
-- [PR #65462: fix(acpx): use plugin service stateDir and stop writing into plugin root](https://github.com/openclaw/openclaw/pull/65462) — closed
-
 ### `simon-marcus`
 
 - profile: [github.com/simon-marcus](https://github.com/simon-marcus)

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+{
+  "artifacts": {
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+    "new_contributors_markdown": "new-contributors-report.md",
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+  "delta_counts": {
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+    "issue_stubs": 56,
+    "issues": 17,
+    "links": 162,
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+  "extracted_at": "2026-04-19T17:20:35Z",
+  "repo": "openclaw/openclaw",
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@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260419T162034Z/manifest.json",
-  "latest_snapshot_id": "20260419T162034Z",
+  "archived_manifest_path": "snapshots/20260419T172035Z/manifest.json",
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   "manifest_path": "manifest.json",
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+  "next_since": "2026-04-19T17:20:35Z",
   "repo": "openclaw/openclaw",
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 }

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@@ -1,7 +1,7 @@
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 }