Refresh openclaw dataset snapshot 20260419T152035Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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@@ -42564,63 +42352,6 @@
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@@ -45087,12 +44761,12 @@
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@@ -45422,6 +45096,63 @@
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new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260419T142034Z`
-- Generated: `2026-04-19T14:22:35Z`
+- Snapshot: `20260419T152035Z`
+- Generated: `2026-04-19T15:22:20Z`
 - Activity window: `7d`
-- Contributors: `697`
+- Contributors: `693`
 
 ## Summary
 
@@ -97,6 +97,7 @@
 | `amittell` | [profile](https://github.com/amittell) | no | CONTRIBUTOR | 5191d | `2026-02-23T20:22:28Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `bluesky6868` | [profile](https://github.com/bluesky6868) | no | NONE | 3181d | `2026-04-17T22:26:25Z` | 6 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `coletebou` | [profile](https://github.com/coletebou) | no | NONE | 3993d | `2026-02-03T13:22:50Z` | 6 | 0 | mixed | low | low | targets high-star repos |
+| `dutifulbob` | [profile](https://github.com/dutifulbob) | no | CONTRIBUTOR | 60d | `2026-02-22T13:07:44Z` | 6 | 0 | strong | moderate | low | very new account; high recent PR volume; no visible non-self stars |
 | `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 |
@@ -111,7 +112,6 @@
 | `sliverp` | [profile](https://github.com/sliverp) | no | MEMBER | 2933d | `2026-02-06T14:44:05Z` | 5 | 1 | mixed | low | low | targets high-star repos |
 | `altaywtf` | [profile](https://github.com/altaywtf) | no | MEMBER | 4168d | `2026-03-01T16:30:13Z` | 5 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `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 |
-| `dutifulbob` | [profile](https://github.com/dutifulbob) | no | CONTRIBUTOR | 60d | `2026-02-22T13:07:44Z` | 5 | 0 | strong | moderate | low | very new account; high recent PR volume; no visible non-self stars |
 | `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 |
 | `jckm14` | [profile](https://github.com/jckm14) | no | NONE | 2932d | `2026-04-19T10:53:55Z` | 5 | 0 | weak | low | low | 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 |
@@ -134,8 +134,6 @@
 | `moorsecopers99` | [profile](https://github.com/moorsecopers99) | no | NONE | 2665d | `2026-04-15T11:43:40Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `nnish16` | [profile](https://github.com/nnish16) | no | NONE | 2135d | `2026-04-13T18:14:26Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `RoLuoGan` | [profile](https://github.com/RoLuoGan) | no | NONE | 575d | `2026-04-14T03:58:53Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `ryanngit` | [profile](https://github.com/ryanngit) | no | CONTRIBUTOR | 1984d | `2026-04-12T15:09:17Z` | 4 | 0 | weak | low | low | high open PR share |
-| `samrusani` | [profile](https://github.com/samrusani) | no | CONTRIBUTOR | 3856d | `2026-04-12T06:30:02Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
 | `samzong` | [profile](https://github.com/samzong) | no | CONTRIBUTOR | 3898d | `2026-03-10T13:13:25Z` | 4 | 0 | strong | moderate | low | — |
 | `wkeything` | [profile](https://github.com/wkeything) | no | NONE | 50d | `2026-04-14T22:36:13Z` | 4 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `zeng269` | [profile](https://github.com/zeng269) | no | NONE | 2383d | `2026-04-15T18:11:38Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -151,6 +149,7 @@
 | `alekseivarin-gif` | [profile](https://github.com/alekseivarin-gif) | no | NONE | 0d | `2026-04-18T13:06:54Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `alexlomt` | [profile](https://github.com/alexlomt) | no | NONE | 582d | `2026-04-14T18:25:56Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Ante042` | [profile](https://github.com/Ante042) | no | NONE | 2859d | `2026-04-18T13:02:47Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `CuzG-lab` | [profile](https://github.com/CuzG-lab) | no | NONE | 61d | `2026-04-19T03:25:41Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; 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 |
@@ -177,6 +176,7 @@
 | `jerome-benoit` | [profile](https://github.com/jerome-benoit) | no | NONE | 4459d | `2026-03-12T22:28:40Z` | 4 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
 | `steipete` | [profile](https://github.com/steipete) | no | CONTRIBUTOR | 6258d | `2025-11-26T16:46:20Z` | 4 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `ayeshakhalid192007-dev` | [profile](https://github.com/ayeshakhalid192007-dev) | no | NONE | 172d | `2026-04-02T13:08:35Z` | 4 | 0 | weak | moderate | medium | young account; high open PR share |
+| `samrusani` | [profile](https://github.com/samrusani) | no | CONTRIBUTOR | 3856d | `2026-04-12T06:30:02Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
 | `CyberRaccoonTeam` | [profile](https://github.com/CyberRaccoonTeam) | no | NONE | 451d | `2026-04-11T12:36:28Z` | 3 | 4 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
 | `glfruit` | [profile](https://github.com/glfruit) | no | NONE | 4773d | `2026-04-09T14:53:44Z` | 3 | 4 | weak | low | low | high open PR share; targets high-star repos |
 | `sparkeros` | [profile](https://github.com/sparkeros) | no | NONE | 156d | `2026-03-09T12:13:39Z` | 3 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -210,7 +210,6 @@
 | `benholl94-cmyk` | [profile](https://github.com/benholl94-cmyk) | no | NONE | 6d | `2026-04-15T00:20:23Z` | 2 | 0 | n/a | low | medium | very new account; no visible non-self stars |
 | `bettert0n` | [profile](https://github.com/bettert0n) | no | NONE | 2828d | `2026-04-17T16:36:34Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `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) | no | 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 |
 | `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 |
@@ -240,7 +239,7 @@
 | `name5566` | [profile](https://github.com/name5566) | no | NONE | 5820d | `2026-04-19T04:38:23Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; 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 |
+| `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 |
@@ -267,7 +266,7 @@
 | `Kyzcreig` | [profile](https://github.com/Kyzcreig) | no | NONE | 4208d | `2026-03-26T04:03:04Z` | 4 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 | `fuller-stack-dev` | [profile](https://github.com/fuller-stack-dev) | no | CONTRIBUTOR | 55d | `2026-03-02T21:04:55Z` | 4 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `leonardsellem` | [profile](https://github.com/leonardsellem) | no | CONTRIBUTOR | 4992d | `2026-04-10T10:47:02Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `Alex-Alaniz` | [profile](https://github.com/Alex-Alaniz) | no | CONTRIBUTOR | 1705d | `2026-02-23T15:51:19Z` | 3 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `ryanngit` | [profile](https://github.com/ryanngit) | no | CONTRIBUTOR | 1984d | `2026-04-12T15:09:17Z` | 4 | 0 | weak | low | low | high open PR share |
 | `kakahu2015` | [profile](https://github.com/kakahu2015) | no | CONTRIBUTOR | 3678d | `2026-02-26T12:42:25Z` | 3 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `cedillarack` | [profile](https://github.com/cedillarack) | no | NONE | 61d | `2026-02-17T04:29:03Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `evandance` | [profile](https://github.com/evandance) | no | CONTRIBUTOR | 1220d | `2026-04-09T11:38:41Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -290,7 +289,6 @@
 | `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 |
-| `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 |
 | `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 |
@@ -309,7 +307,7 @@
 | `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 |
 | `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 |
-| `ttomiczek` | [profile](https://github.com/ttomiczek) | no | NONE | 41d | `2026-04-10T05:23:08Z` | 1 | 14 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `ttomiczek` | [profile](https://github.com/ttomiczek) | no | NONE | 41d | `2026-04-02T18:14:09Z` | 1 | 15 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `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 |
 | `ismael-81` | [profile](https://github.com/ismael-81) | no | NONE | 10d | `2026-04-10T18:46:07Z` | 1 | 6 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `barronlroth` | [profile](https://github.com/barronlroth) | no | CONTRIBUTOR | 4583d | `2026-02-16T19:50:20Z` | 1 | 5 | mixed | low | low | high open PR share; targets high-star repos |
@@ -368,7 +366,6 @@
 | `lemonheaded` | [profile](https://github.com/lemonheaded) | no | NONE | 294d | `2026-04-17T20:02:09Z` | 1 | 1 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `lhy1024` | [profile](https://github.com/lhy1024) | no | NONE | 3614d | `2026-04-13T06:01:39Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `Loach-Smile` | [profile](https://github.com/Loach-Smile) | no | NONE | 36d | `2026-04-14T10:44:18Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `marinosabijan` | [profile](https://github.com/marinosabijan) | no | NONE | 2004d | `2026-04-12T14:42:24Z` | 1 | 1 | strong | low | low | — |
 | `moltar-bot` | [profile](https://github.com/moltar-bot) | no | NONE | 71d | `2026-04-14T14:13:43Z` | 1 | 1 | strong | low | low | very new account; no visible non-self stars |
 | `mujiannan` | [profile](https://github.com/mujiannan) | no | NONE | 2650d | `2026-02-18T16:17:02Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `nanami-he` | [profile](https://github.com/nanami-he) | no | NONE | 23d | `2026-03-23T18:08:07Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
@@ -390,9 +387,11 @@
 | `yubingjiaocn` | [profile](https://github.com/yubingjiaocn) | no | NONE | 4203d | `2026-03-29T10:29:28Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `Zelus7` | [profile](https://github.com/Zelus7) | no | NONE | 582d | `2026-04-11T22:53:05Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `zexho994` | [profile](https://github.com/zexho994) | no | NONE | 3046d | `2026-03-13T02:06:04Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `zhengsx` | [profile](https://github.com/zhengsx) | yes | NONE | 4862d | `2026-04-19T14:57:37Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `zhyongrui` | [profile](https://github.com/zhyongrui) | no | NONE | 351d | `2026-04-16T03:32:52Z` | 1 | 1 | mixed | low | low | young account; high open PR share; targets high-star repos |
 | `1sh-date` | [profile](https://github.com/1sh-date) | no | NONE | 2168d | `2026-04-15T09:16:52Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `404notfoundhh` | [profile](https://github.com/404notfoundhh) | no | NONE | 2590d | `2026-04-19T07:23:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `91wan` | [profile](https://github.com/91wan) | yes | NONE | 3633d | `2026-04-19T14:22:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `a137460387` | [profile](https://github.com/a137460387) | no | NONE | 577d | `2026-04-16T01:29:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `abliteration-ai` | [profile](https://github.com/abliteration-ai) | no | NONE | 144d | `2026-04-17T03:32:43Z` | 1 | 0 | weak | moderate | medium | young account; high open PR share; targets high-star repos |
 | `acewhitegui` | [profile](https://github.com/acewhitegui) | no | NONE | 3315d | `2026-04-17T07:57:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -409,7 +408,6 @@
 | `andyylin` | [profile](https://github.com/andyylin) | no | CONTRIBUTOR | 2500d | `2026-04-08T14:02:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `aniaan` | [profile](https://github.com/aniaan) | no | NONE | 2846d | `2026-04-19T04:23:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `anniesurla` | [profile](https://github.com/anniesurla) | no | NONE | 1352d | `2026-04-18T00:06:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `AnonAmit` | [profile](https://github.com/AnonAmit) | no | CONTRIBUTOR | 1058d | `2026-04-12T14:24:33Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `ANURAG040599` | [profile](https://github.com/ANURAG040599) | no | NONE | 1856d | `2026-04-13T03:07:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Aobing-code` | [profile](https://github.com/Aobing-code) | no | NONE | 761d | `2026-03-07T02:55:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `armanddp` | [profile](https://github.com/armanddp) | no | CONTRIBUTOR | 6581d | `2026-01-23T14:50:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -424,7 +422,6 @@
 | `bahadorkhaleghi1982` | [profile](https://github.com/bahadorkhaleghi1982) | no | NONE | 5d | `2026-04-12T23:15:36Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `BananaAccurate` | [profile](https://github.com/BananaAccurate) | no | NONE | 250d | `2026-04-14T02:59:08Z` | 1 | 0 | mixed | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `banddude` | [profile](https://github.com/banddude) | no | NONE | 1136d | `2026-04-15T07:38:45Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `batmanhz` | [profile](https://github.com/batmanhz) | no | NONE | 362d | `2026-04-12T14:52:39Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `billriesner` | [profile](https://github.com/billriesner) | no | NONE | 312d | `2026-04-18T13:05:13Z` | 1 | 0 | strong | low | low | young account |
 | `BillyBunn` | [profile](https://github.com/BillyBunn) | no | NONE | 2860d | `2026-04-13T16:03:08Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `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 |
@@ -467,7 +464,7 @@
 | `donut-wenzhang` | [profile](https://github.com/donut-wenzhang) | no | NONE | 90d | `2026-03-18T03:48:04Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars |
 | `DoraleCitrus` | [profile](https://github.com/DoraleCitrus) | no | NONE | 526d | `2026-04-17T04:22:20Z` | 1 | 0 | mixed | low | low | — |
 | `drakulavich` | [profile](https://github.com/drakulavich) | no | NONE | 6051d | `2026-03-15T09:17:34Z` | 1 | 0 | strong | low | low | high recent PR volume |
-| `dyaskur` | [profile](https://github.com/dyaskur) | yes | NONE | 4184d | `2026-04-19T13:38:32Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `dyaskur` | [profile](https://github.com/dyaskur) | no | NONE | 4184d | `2026-04-19T13:38:32Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Dykij` | [profile](https://github.com/Dykij) | no | NONE | 2169d | `2026-04-13T16:13:21Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `edokeh` | [profile](https://github.com/edokeh) | no | NONE | 5855d | `2026-04-18T16:57:39Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `eejohnso-ops` | [profile](https://github.com/eejohnso-ops) | no | CONTRIBUTOR | 181d | `2026-04-16T11:34:29Z` | 1 | 0 | strong | low | low | young account; targets high-star repos |
@@ -506,7 +503,6 @@
 | `HelloBias` | [profile](https://github.com/HelloBias) | no | NONE | 1d | `2026-04-15T00:52:12Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `hendricius` | [profile](https://github.com/hendricius) | no | NONE | 5435d | `2026-04-13T13:53:53Z` | 1 | 0 | mixed | low | low | — |
 | `henkterharmsel` | [profile](https://github.com/henkterharmsel) | no | NONE | 5701d | `2026-04-18T12:54:22Z` | 1 | 0 | weak | low | low | high open PR share |
-| `Hou-Yufan` | [profile](https://github.com/Hou-Yufan) | no | NONE | 1866d | `2026-04-12T14:51:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `houston2394` | [profile](https://github.com/houston2394) | no | NONE | 443d | `2026-04-14T11:55:53Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `hss-oss` | [profile](https://github.com/hss-oss) | no | NONE | 638d | `2026-04-19T11:13:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `huangzynn` | [profile](https://github.com/huangzynn) | no | NONE | 1274d | `2026-04-16T02:22:50Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -589,6 +585,7 @@
 | `melderan` | [profile](https://github.com/melderan) | no | NONE | 5635d | `2026-04-19T05:16:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mfzzf` | [profile](https://github.com/mfzzf) | no | NONE | 1386d | `2026-04-14T08:24:14Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `michaelhughes2501` | [profile](https://github.com/michaelhughes2501) | no | NONE | 76d | `2026-04-15T03:31:06Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
+| `mikaeldiakhate-cell` | [profile](https://github.com/mikaeldiakhate-cell) | yes | NONE | 232d | `2026-04-19T14:59:59Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Minijus-Sa` | [profile](https://github.com/Minijus-Sa) | no | CONTRIBUTOR | 590d | `2026-04-13T11:17:01Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `mjdacs` | [profile](https://github.com/mjdacs) | no | NONE | 3746d | `2026-04-14T20:35:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mkg20001` | [profile](https://github.com/mkg20001) | no | NONE | 4339d | `2026-04-14T06:36:13Z` | 1 | 0 | strong | low | low | targets high-star repos |
@@ -616,11 +613,9 @@
 | `paramiao` | [profile](https://github.com/paramiao) | no | NONE | 5277d | `2026-04-16T13:42:00Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `patricklee001` | [profile](https://github.com/patricklee001) | no | NONE | 46d | `2026-04-17T14:39:01Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `peking2` | [profile](https://github.com/peking2) | no | NONE | 4842d | `2026-04-18T14:09:14Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `phxwang` | [profile](https://github.com/phxwang) | no | NONE | 5350d | `2026-04-12T14:23:12Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `Phymath` | [profile](https://github.com/Phymath) | no | NONE | 3506d | `2026-04-16T16:48:45Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `plokomarketing-ai` | [profile](https://github.com/plokomarketing-ai) | no | NONE | 99d | `2026-04-16T14:14:10Z` | 1 | 0 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `poiskgit` | [profile](https://github.com/poiskgit) | no | NONE | 1112d | `2026-04-17T10:13:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `pradeep7127` | [profile](https://github.com/pradeep7127) | no | CONTRIBUTOR | 3534d | `2026-04-09T07:08:15Z` | 1 | 0 | mixed | low | low | targets high-star repos |
 | `ptahdunbar` | [profile](https://github.com/ptahdunbar) | no | CONTRIBUTOR | 6533d | `2026-04-13T14:04:46Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `purisev` | [profile](https://github.com/purisev) | no | NONE | 1645d | `2026-04-13T07:37:24Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs |
 | `qidu` | [profile](https://github.com/qidu) | no | NONE | 5079d | `2026-04-16T12:43:51Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -666,6 +661,7 @@
 | `Steady-ai` | [profile](https://github.com/Steady-ai) | no | NONE | 432d | `2026-04-18T22:24:42Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `sunkeysun` | [profile](https://github.com/sunkeysun) | no | NONE | 3461d | `2026-04-13T03:55:06Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `supmo668` | [profile](https://github.com/supmo668) | no | NONE | 3253d | `2026-02-14T11:23:44Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share |
+| `swotvibe` | [profile](https://github.com/swotvibe) | yes | NONE | 301d | `2026-04-19T15:02:31Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `talktoajayprakash` | [profile](https://github.com/talktoajayprakash) | no | NONE | 4012d | `2026-04-17T05:49:19Z` | 1 | 0 | mixed | low | low | — |
 | `taosiyuan163` | [profile](https://github.com/taosiyuan163) | no | NONE | 3427d | `2026-04-17T17:44:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `tardigrde` | [profile](https://github.com/tardigrde) | no | NONE | 3106d | `2026-04-15T05:54:30Z` | 1 | 0 | weak | low | low | high open PR share |
@@ -761,12 +757,12 @@ 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: `2026-04-19T13:34:49Z`
+- repo last seen: `2026-04-19T15:01:40Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **101**
 - snapshot authored PRs/issues: **52 PRs / 49 issues**
-- snapshot discussion activity: **254 comments / 1254 reviews / 1254 review comments**
+- snapshot discussion activity: **256 comments / 1269 reviews / 1269 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`
@@ -1662,12 +1658,12 @@ Example artifacts:
 - 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: `2026-04-19T12:26:48Z`
+- 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: **10 comments / 3 reviews / 3 review comments**
+- 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
@@ -1923,12 +1919,12 @@ 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: `2026-04-19T13:54:25Z`
+- repo last seen: `2026-04-19T14:41:31Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **10**
 - snapshot authored PRs/issues: **9 PRs / 1 issues**
-- snapshot discussion activity: **77 comments / 39 reviews / 4 review comments**
+- snapshot discussion activity: **80 comments / 39 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
@@ -2792,6 +2788,29 @@ Example artifacts:
 - [PR #66108: fix(bluebubbles): route fetchImpl through bundled undici fetch on Node 24+](https://github.com/openclaw/openclaw/pull/66108) — open
 - [PR #66105: fix(bluebubbles): accept updated-message events carrying attachments](https://github.com/openclaw/openclaw/pull/66105) — closed
 
+### `dutifulbob`
+
+- profile: [github.com/dutifulbob](https://github.com/dutifulbob)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Adutifulbob)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adutifulbob)
+- repo first seen: `2026-02-22T13:07:44Z`
+- repo last seen: `2026-04-19T14:44:24Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **6 PRs / 0 issues**
+- snapshot discussion activity: **11 comments / 0 reviews / 0 review comments**
+- account age: **60 days**
+- recent public PR activity: **41 PRs** (38 merged / 3 closed-unmerged / 0 open; merged rate **93%**, closed-unmerged rate **7%**, open rate **0%**)
+- public orgs: `janitrai`, `dutifuldev`
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **very new account; high recent PR volume; no visible non-self stars**
+
+Example artifacts:
+- [PR #68986: fix: sanitize visible gemma discord replies](https://github.com/openclaw/openclaw/pull/68986) — open
+- [PR #68953: fix: tolerate partial discord channel metadata](https://github.com/openclaw/openclaw/pull/68953) — closed, merged
+- [PR #66145: fix: count unknown-tool retries only when streamed](https://github.com/openclaw/openclaw/pull/66145) — closed, merged
+
 ### `enis-uys`
 
 - profile: [github.com/enis-uys](https://github.com/enis-uys)
@@ -2867,12 +2886,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amanhhai999)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amanhhai999)
 - repo first seen: `2026-04-13T10:17:17Z`
-- repo last seen: `2026-04-17T20:34:46Z`
+- repo last seen: `2026-04-19T15:05:35Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 14 reviews / 14 review comments**
+- snapshot discussion activity: **2 comments / 16 reviews / 16 review comments**
 - account age: **2076 days**
 - recent public PR activity: **6 PRs** (0 merged / 1 closed-unmerged / 5 open; merged rate **0%**, closed-unmerged rate **17%**, open rate **83%**)
 - public orgs: none visible
@@ -3119,29 +3138,6 @@ Example artifacts:
 - [PR #66199: security: wrap iMessage inbound DM body via wrapExternalContent](https://github.com/openclaw/openclaw/pull/66199) — open
 - [PR #66198: security: wrap Signal inbound DM body via wrapExternalContent](https://github.com/openclaw/openclaw/pull/66198) — open
 
-### `dutifulbob`
-
-- profile: [github.com/dutifulbob](https://github.com/dutifulbob)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Adutifulbob)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adutifulbob)
-- repo first seen: `2026-02-22T13:07:44Z`
-- repo last seen: `2026-04-19T14:12:38Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **10 comments / 0 reviews / 0 review comments**
-- account age: **60 days**
-- recent public PR activity: **41 PRs** (38 merged / 3 closed-unmerged / 0 open; merged rate **93%**, closed-unmerged rate **7%**, open rate **0%**)
-- public orgs: `janitrai`, `dutifuldev`
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **very new account; high recent PR volume; no visible non-self stars**
-
-Example artifacts:
-- [PR #68953: fix: tolerate partial Discord slash channels](https://github.com/openclaw/openclaw/pull/68953) — open
-- [PR #66145: fix: count unknown-tool retries only when streamed](https://github.com/openclaw/openclaw/pull/66145) — closed, merged
-- [PR #65922: fix: stop repeated unknown-tool loops](https://github.com/openclaw/openclaw/pull/65922) — closed, merged
-
 ### `GaosCode`
 
 - profile: [github.com/GaosCode](https://github.com/GaosCode)
@@ -3655,52 +3651,6 @@ Example artifacts:
 - [PR #67950: fix: surface billing/surface_error chat event to web UI](https://github.com/openclaw/openclaw/pull/67950) — closed
 - [PR #66426: fix: surface billing/surface_error chat event to web UI](https://github.com/openclaw/openclaw/pull/66426) — open
 
-### `ryanngit`
-
-- profile: [github.com/ryanngit](https://github.com/ryanngit)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aryanngit)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aryanngit)
-- repo first seen: `2026-04-12T15:09:17Z`
-- repo last seen: `2026-04-12T15:22:19Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1984 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 **low**, automation risk **low**
-- heuristic read: **high open PR share**
-
-Example artifacts:
-- [PR #65423: feat(agents): shuffle auth profile candidates for subagent runs](https://github.com/openclaw/openclaw/pull/65423) — open
-- [PR #65419: fix(exec): skip script preflight validation when elevated=full](https://github.com/openclaw/openclaw/pull/65419) — open
-- [PR #65415: feat(agents): configurable gateway timeout floor for subagent calls](https://github.com/openclaw/openclaw/pull/65415) — open
-
-### `samrusani`
-
-- profile: [github.com/samrusani](https://github.com/samrusani)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asamrusani)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asamrusani)
-- repo first seen: `2026-04-12T06:30:02Z`
-- repo last seen: `2026-04-12T15:48:23Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3856 days**
-- recent public PR activity: **63 PRs** (46 merged / 2 closed-unmerged / 15 open; merged rate **73%**, closed-unmerged rate **3%**, open rate **24%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume**
-
-Example artifacts:
-- [PR #65435: [codex] add memory text-search fallback](https://github.com/openclaw/openclaw/pull/65435) — open
-- [PR #65425: Allow zero group chat history limit](https://github.com/openclaw/openclaw/pull/65425) — open
-- [PR #65416: Raise video generation save cap for generated videos](https://github.com/openclaw/openclaw/pull/65416) — open
-
 ### `samzong`
 
 - profile: [github.com/samzong](https://github.com/samzong)
@@ -4056,6 +4006,29 @@ Example artifacts:
 - [PR #68558: fix(auto-reply): stop rendering misleading /compact labels on small sessions](https://github.com/openclaw/openclaw/pull/68558) — open
 - [PR #68557: fix(ui): include cache tokens in ctx% badge and cache-hit-rate](https://github.com/openclaw/openclaw/pull/68557) — open
 
+### `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: `2026-04-19T14:46:19Z`
+- 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: **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 #68987: entry: replace argv-sniff with command-owned read-only manifest](https://github.com/openclaw/openclaw/pull/68987) — 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
+
 ### `evgyur`
 
 - profile: [github.com/evgyur](https://github.com/evgyur)
@@ -4665,6 +4638,29 @@ Example artifacts:
 - [PR #68111: fix(agent-runner): share media-path normalizer to prevent duplicate WhatsApp media reply (#68056)](https://github.com/openclaw/openclaw/pull/68111) — open
 - [PR #59717: feat(acpx): add allow option to nonInteractivePermissions](https://github.com/openclaw/openclaw/pull/59717) — open
 
+### `samrusani`
+
+- profile: [github.com/samrusani](https://github.com/samrusani)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asamrusani)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asamrusani)
+- repo first seen: `2026-04-12T06:30:02Z`
+- repo last seen: `2026-04-12T15:48:23Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **3856 days**
+- recent public PR activity: **63 PRs** (46 merged / 2 closed-unmerged / 15 open; merged rate **73%**, closed-unmerged rate **3%**, open rate **24%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume**
+
+Example artifacts:
+- [PR #65435: [codex] add memory text-search fallback](https://github.com/openclaw/openclaw/pull/65435) — open
+- [PR #65425: Allow zero group chat history limit](https://github.com/openclaw/openclaw/pull/65425) — open
+- [PR #65416: Raise video generation save cap for generated videos](https://github.com/openclaw/openclaw/pull/65416) — open
+
 ### `CyberRaccoonTeam`
 
 - profile: [github.com/CyberRaccoonTeam](https://github.com/CyberRaccoonTeam)
@@ -5434,28 +5430,6 @@ Example artifacts:
 - [PR #67704: fix(errors): stop treating Codex HTML challenge pages as DNS failures](https://github.com/openclaw/openclaw/pull/67704) — closed, merged
 - [PR #67693: Prevent setup prompts from crashing on blank option labels](https://github.com/openclaw/openclaw/pull/67693) — open
 
-### `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: **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: **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 #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`
 
 - profile: [github.com/dallylee](https://github.com/dallylee)
@@ -6012,12 +5986,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amvanhorn)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amvanhorn)
 - repo first seen: `2026-03-08T00:20:58Z`
-- repo last seen: `2026-04-17T12:24:16Z`
+- repo last seen: `2026-04-19T14:52:15Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **62 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **63 comments / 0 reviews / 0 review comments**
 - account age: **5651 days**
 - recent public PR activity: **195 PRs** (79 merged / 33 closed-unmerged / 83 open; merged rate **41%**, closed-unmerged rate **17%**, open rate **43%**)
 - public orgs: none visible
@@ -6100,12 +6074,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aosolmaz)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aosolmaz)
 - repo first seen: `2026-02-16T18:46:02Z`
-- repo last seen: `2026-04-14T21:14:33Z`
+- repo last seen: `2026-04-19T15:00:36Z`
 - first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
+- repo association: **MEMBER**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **33 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **34 comments / 0 reviews / 0 review comments**
 - account age: **4948 days**
 - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: `janitrai`
@@ -6705,30 +6679,28 @@ Example artifacts:
 - [PR #65012: fix(memory-wiki): pass app config into CLI metadata registrar](https://github.com/openclaw/openclaw/pull/65012) — closed, merged
 - [PR #64466: fix(memory-core): preserve public artifact visibility through loader cache restore](https://github.com/openclaw/openclaw/pull/64466) — closed
 
-### `Alex-Alaniz`
+### `ryanngit`
 
-- profile: [github.com/Alex-Alaniz](https://github.com/Alex-Alaniz)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AAlex-Alaniz)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AAlex-Alaniz)
-- repo first seen: `2026-02-23T15:51:19Z`
-- repo last seen: `2026-04-12T14:45:11Z`
+- profile: [github.com/ryanngit](https://github.com/ryanngit)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aryanngit)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aryanngit)
+- repo first seen: `2026-04-12T15:09:17Z`
+- repo last seen: `2026-04-12T15:22:19Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **3 PRs / 2 issues**
-- snapshot discussion activity: **15 comments / 0 reviews / 0 review comments**
-- account age: **1705 days**
-- recent public PR activity: **4 PRs** (1 merged / 2 closed-unmerged / 1 open; merged rate **25%**, closed-unmerged rate **50%**, open rate **25%**)
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1984 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 **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+- heuristic read: **high open PR share**
 
 Example artifacts:
-- [PR #65406: docs(providers): add Claude subscription billing proxy guide](https://github.com/openclaw/openclaw/pull/65406) — open
-- [PR #65348: docs: add Claude subscription billing guide for Max/Pro subscribers](https://github.com/openclaw/openclaw/pull/65348) — closed
-- [PR #64582: feat(transport): improve OAuth subscription billing compatibility](https://github.com/openclaw/openclaw/pull/64582) — closed
-- [Issue #64460: Community notice: Claude CLI billing discrimination — findings, workarounds, and formal complaints filed](https://github.com/openclaw/openclaw/issues/64460) — open
-- [Issue #64305: claude-cli backend: spawned CLI gets 402 billing error despite valid Max subscription](https://github.com/openclaw/openclaw/issues/64305) — closed
+- [PR #65423: feat(agents): shuffle auth profile candidates for subagent runs](https://github.com/openclaw/openclaw/pull/65423) — open
+- [PR #65419: fix(exec): skip script preflight validation when elevated=full](https://github.com/openclaw/openclaw/pull/65419) — open
+- [PR #65415: feat(agents): configurable gateway timeout floor for subagent calls](https://github.com/openclaw/openclaw/pull/65415) — open
 
 ### `kakahu2015`
 
@@ -7239,28 +7211,6 @@ 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
 
-### `bin448482`
-
-- profile: [github.com/bin448482](https://github.com/bin448482)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abin448482)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abin448482)
-- repo first seen: `2026-04-12T12:14:05Z`
-- repo last seen: `2026-04-12T14:33:16Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **3832 days**
-- recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #65398: fix(feishu): preserve top-level groupPolicy and avoid duplicate registration](https://github.com/openclaw/openclaw/pull/65398) — open
-- [PR #65338: Merge: 同步大量更新和重构](https://github.com/openclaw/openclaw/pull/65338) — closed
-
 ### `bittoby`
 
 - profile: [github.com/bittoby](https://github.com/bittoby)
@@ -7662,12 +7612,12 @@ Example artifacts:
 - profile: [github.com/ttomiczek](https://github.com/ttomiczek)
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Attomiczek)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Attomiczek)
-- repo first seen: `2026-04-10T05:23:08Z`
+- repo first seen: `2026-04-02T18:14:09Z`
 - repo last seen: `2026-04-19T10:58:39Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
-- repo primary artifacts: **15**
-- snapshot authored PRs/issues: **1 PRs / 14 issues**
+- repo primary artifacts: **16**
+- snapshot authored PRs/issues: **1 PRs / 15 issues**
 - snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
 - account age: **41 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
@@ -8390,7 +8340,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #68005: fix(ui): remove duplicate section headers in settings view](https://github.com/openclaw/openclaw/pull/68005) — open
+- [PR #68005: fix(ui): remove duplicate section headers in single-section settings view ](https://github.com/openclaw/openclaw/pull/68005) — open
 - [Issue #68003: [Bug]: Duplicate section title/description appears in Control UI single-section settings pages](https://github.com/openclaw/openclaw/issues/68003) — open
 
 ### `DevInvestor`
@@ -8987,28 +8937,6 @@ Example artifacts:
 - [PR #66499: fix(gateway): WebSocket delta corruption with inline directive tags](https://github.com/openclaw/openclaw/pull/66499) — open
 - [Issue #66497: WebSocket delta corruption with inline directive tags](https://github.com/openclaw/openclaw/issues/66497) — open
 
-### `marinosabijan`
-
-- profile: [github.com/marinosabijan](https://github.com/marinosabijan)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amarinosabijan)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amarinosabijan)
-- repo first seen: `2026-04-12T14:42:24Z`
-- repo last seen: `2026-04-13T04:34:49Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **2004 days**
-- recent public PR activity: **5 PRs** (4 merged / 0 closed-unmerged / 1 open; merged rate **80%**, closed-unmerged rate **0%**, open rate **20%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **—**
-
-Example artifacts:
-- [PR #65409: Populate codex-cli tool entries in system prompt report](https://github.com/openclaw/openclaw/pull/65409) — open
-- [Issue #65404: codex-cli systemPromptReport.tools.entries stays empty even when MCP tools are injected](https://github.com/openclaw/openclaw/issues/65404) — open
-
 ### `moltar-bot`
 
 - profile: [github.com/moltar-bot](https://github.com/moltar-bot)
@@ -9472,6 +9400,28 @@ Example artifacts:
 - [PR #67677: fix(cron): add single-job get path for id-based inspection](https://github.com/openclaw/openclaw/pull/67677) — open
 - [Issue #67671: [Feature]: add single-job inspection by id](https://github.com/openclaw/openclaw/issues/67671) — open
 
+### `zhengsx`
+
+- profile: [github.com/zhengsx](https://github.com/zhengsx)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Azhengsx)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Azhengsx)
+- repo first seen: `2026-04-19T14:57:37Z`
+- repo last seen: `2026-04-19T15:01:36Z`
+- first seen in snapshot: **yes**
+- 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: **4862 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 #68993: fix: handle partial DmChannel in slash command dispatch](https://github.com/openclaw/openclaw/pull/68993) — open
+- [Issue #68990: Discord slash commands crash in DM channels: Cannot access rawData on partial Channel](https://github.com/openclaw/openclaw/issues/68990) — open
+
 ### `zhyongrui`
 
 - profile: [github.com/zhyongrui](https://github.com/zhyongrui)
@@ -9536,6 +9486,27 @@ Example artifacts:
 Example artifacts:
 - [PR #68860: Agents: emit turn events from embedded sessions](https://github.com/openclaw/openclaw/pull/68860) — open
 
+### `91wan`
+
+- profile: [github.com/91wan](https://github.com/91wan)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3A91wan)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3A91wan)
+- repo first seen: `2026-04-19T14:22:15Z`
+- repo last seen: `2026-04-19T14:22:15Z`
+- 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: **3633 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 #68982: fix: stream reasoning in live chat](https://github.com/openclaw/openclaw/pull/68982) — open
+
 ### `a137460387`
 
 - profile: [github.com/a137460387](https://github.com/a137460387)
@@ -9872,27 +9843,6 @@ Example artifacts:
 Example artifacts:
 - [PR #68339: fix(nvidia): wire onboarding auth and document NIM endpoint](https://github.com/openclaw/openclaw/pull/68339) — open
 
-### `AnonAmit`
-
-- profile: [github.com/AnonAmit](https://github.com/AnonAmit)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AAnonAmit)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AAnonAmit)
-- repo first seen: `2026-04-12T14:24:33Z`
-- repo last seen: `2026-04-12T14:24:33Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1058 days**
-- recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #65395: improve memory fallback lexical ranking](https://github.com/openclaw/openclaw/pull/65395) — closed, merged
-
 ### `ANURAG040599`
 
 - profile: [github.com/ANURAG040599](https://github.com/ANURAG040599)
@@ -10187,27 +10137,6 @@ Example artifacts:
 Example artifacts:
 - [PR #67055: Google Chat: respect replyToMode: "off" for DM threading](https://github.com/openclaw/openclaw/pull/67055) — open
 
-### `batmanhz`
-
-- profile: [github.com/batmanhz](https://github.com/batmanhz)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abatmanhz)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abatmanhz)
-- repo first seen: `2026-04-12T14:52:39Z`
-- repo last seen: `2026-04-13T08:17:36Z`
-- 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: **362 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; targets high-star repos**
-
-Example artifacts:
-- [PR #65410: fix: prevent WhatsApp credentials corruption on media upload](https://github.com/openclaw/openclaw/pull/65410) — open
-
 ### `billriesner`
 
 - profile: [github.com/billriesner](https://github.com/billriesner)
@@ -11097,7 +11026,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adyaskur)
 - repo first seen: `2026-04-19T13:38:32Z`
 - repo last seen: `2026-04-19T13:38:32Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -11909,27 +11838,6 @@ Example artifacts:
 Example artifacts:
 - [PR #68554: fix(sessions): remove redundant skipCache disk re-read inside session store lock](https://github.com/openclaw/openclaw/pull/68554) — open
 
-### `Hou-Yufan`
-
-- profile: [github.com/Hou-Yufan](https://github.com/Hou-Yufan)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AHou-Yufan)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AHou-Yufan)
-- repo first seen: `2026-04-12T14:51:34Z`
-- repo last seen: `2026-04-12T15:18:31Z`
-- 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: **1866 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 #65421: fix(discord): add message_sending plugin hook to reply delivery path](https://github.com/openclaw/openclaw/pull/65421) — open
-
 ### `houston2394`
 
 - profile: [github.com/houston2394](https://github.com/houston2394)
@@ -13652,6 +13560,27 @@ Example artifacts:
 Example artifacts:
 - [PR #66960: ne4w](https://github.com/openclaw/openclaw/pull/66960) — open
 
+### `mikaeldiakhate-cell`
+
+- profile: [github.com/mikaeldiakhate-cell](https://github.com/mikaeldiakhate-cell)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amikaeldiakhate-cell)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amikaeldiakhate-cell)
+- repo first seen: `2026-04-19T14:59:59Z`
+- repo last seen: `2026-04-19T14:59:59Z`
+- 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: **232 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 #68991: fix(auto-reply): don't persist automatic fallback runtime as next-turn selected model](https://github.com/openclaw/openclaw/pull/68991) — open
+
 ### `Minijus-Sa`
 
 - profile: [github.com/Minijus-Sa](https://github.com/Minijus-Sa)
@@ -14219,27 +14148,6 @@ Example artifacts:
 Example artifacts:
 - [PR #68592: docs: update README title to SoloClaw](https://github.com/openclaw/openclaw/pull/68592) — closed
 
-### `phxwang`
-
-- profile: [github.com/phxwang](https://github.com/phxwang)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aphxwang)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aphxwang)
-- repo first seen: `2026-04-12T14:23:12Z`
-- repo last seen: `2026-04-12T14:23:12Z`
-- 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: **5350 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 **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #65392: fix(feishu): handle new card action payload format with open_chat_id](https://github.com/openclaw/openclaw/pull/65392) — open
-
 ### `Phymath`
 
 - profile: [github.com/Phymath](https://github.com/Phymath)
@@ -14303,27 +14211,6 @@ Example artifacts:
 Example artifacts:
 - [PR #68067: fix(telegram): honor removeAckAfterReply for status reactions](https://github.com/openclaw/openclaw/pull/68067) — open
 
-### `pradeep7127`
-
-- profile: [github.com/pradeep7127](https://github.com/pradeep7127)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Apradeep7127)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Apradeep7127)
-- repo first seen: `2026-04-09T07:08:15Z`
-- repo last seen: `2026-04-12T14:58:13Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3534 days**
-- recent public PR activity: **12 PRs** (6 merged / 3 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **25%**, open rate **25%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #65411: fix(plugins): exempt dreaming engine from memory slot fast-path in loader](https://github.com/openclaw/openclaw/pull/65411) — closed, merged
-
 ### `ptahdunbar`
 
 - profile: [github.com/ptahdunbar](https://github.com/ptahdunbar)
@@ -15150,12 +15037,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asrinivaspavan9)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asrinivaspavan9)
 - repo first seen: `2026-04-11T16:02:12Z`
-- repo last seen: `2026-04-16T06:33:32Z`
+- repo last seen: `2026-04-19T14:52:41Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **8 comments / 0 reviews / 0 review comments**
 - account age: **3031 days**
 - recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
 - public orgs: none visible
@@ -15270,6 +15157,27 @@ Example artifacts:
 Example artifacts:
 - [PR #65562: feat(syntropy): consolidated Syntropy Health plugin — identity gate, token storage, 9 health tools](https://github.com/openclaw/openclaw/pull/65562) — closed
 
+### `swotvibe`
+
+- profile: [github.com/swotvibe](https://github.com/swotvibe)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aswotvibe)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aswotvibe)
+- repo first seen: `2026-04-19T15:02:31Z`
+- repo last seen: `2026-04-19T15:02:31Z`
+- 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: **301 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; targets high-star repos**
+
+Example artifacts:
+- [PR #68994: fix: resolve EACCES permission denied errors from stale Docker session paths](https://github.com/openclaw/openclaw/pull/68994) — open
+
 ### `talktoajayprakash`
 
 - profile: [github.com/talktoajayprakash](https://github.com/talktoajayprakash)

new_contributors.parquet

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