Refresh openclaw dataset snapshot 20260418T062035Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260418T052035Z`
-- Generated: `2026-04-18T05:24:37Z`
+- Snapshot: `20260418T062035Z`
+- Generated: `2026-04-18T06:23:12Z`
 - Activity window: `7d`
-- Contributors: `716`
+- Contributors: `715`
 
 ## Summary
 
@@ -11,10 +11,10 @@
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
 | `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 |
 | `vincentkoc` | [profile](https://github.com/vincentkoc) | no | MEMBER | 6420d | `2026-02-03T19:03:56Z` | 51 | 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` | 49 | 48 | weak | moderate | medium | young account; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
+| `100yenadmin` | [profile](https://github.com/100yenadmin) | no | CONTRIBUTOR | 178d | `2026-03-15T18:31:56Z` | 49 | 49 | weak | moderate | medium | young account; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `hclsys` | [profile](https://github.com/hclsys) | no | CONTRIBUTOR | 4339d | `2026-01-29T06:32:51Z` | 39 | 0 | weak | low | high | very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `neeravmakwana` | [profile](https://github.com/neeravmakwana) | no | CONTRIBUTOR | 64d | `2026-02-24T02:57:36Z` | 38 | 0 | weak | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `nightq` | [profile](https://github.com/nightq) | no | CONTRIBUTOR | 4825d | `2026-04-01T13:17:35Z` | 36 | 1 | weak | low | medium | extremely 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` | 37 | 1 | weak | low | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `w-sss` | [profile](https://github.com/w-sss) | no | CONTRIBUTOR | 391d | `2026-03-16T09:14:04Z` | 34 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 735d | `2026-03-03T03:34:57Z` | 31 | 11 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `Takhoffman` | [profile](https://github.com/Takhoffman) | no | CONTRIBUTOR | 5455d | `2026-01-27T16:37:08Z` | 29 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
@@ -49,6 +49,7 @@
 | `Linux2010` | [profile](https://github.com/Linux2010) | no | CONTRIBUTOR | 3021d | `2026-02-28T09:30:44Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `lml2468` | [profile](https://github.com/lml2468) | no | CONTRIBUTOR | 2893d | `2026-03-03T11:34:24Z` | 10 | 0 | strong | low | low | high recent PR volume |
 | `MoerAI` | [profile](https://github.com/MoerAI) | no | CONTRIBUTOR | 3336d | `2026-02-23T01:38:58Z` | 10 | 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` | 10 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `Rohan5commit` | [profile](https://github.com/Rohan5commit) | no | CONTRIBUTOR | 580d | `2026-02-21T09:50:26Z` | 10 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `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 |
 | `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 |
@@ -69,7 +70,6 @@
 | `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 |
-| `mushuiyu886` | [profile](https://github.com/mushuiyu886) | no | NONE | 37d | `2026-04-10T05:26:47Z` | 8 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `onutc` | [profile](https://github.com/onutc) | no | CONTRIBUTOR | 874d | `2026-01-08T12:30:20Z` | 8 | 0 | strong | low | low | targets high-star repos |
 | `OwenYWT` | [profile](https://github.com/OwenYWT) | no | CONTRIBUTOR | 1471d | `2026-04-10T09:45:23Z` | 8 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
@@ -78,6 +78,7 @@
 | `martingarramon` | [profile](https://github.com/martingarramon) | no | CONTRIBUTOR | 49d | `2026-03-21T22:50:34Z` | 7 | 1 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `nxmxbbd` | [profile](https://github.com/nxmxbbd) | no | CONTRIBUTOR | 6373d | `2026-03-05T20:12:25Z` | 7 | 1 | n/a | low | low | no visible non-self stars |
 | `rubencu` | [profile](https://github.com/rubencu) | no | CONTRIBUTOR | 4684d | `2026-04-13T11:49:44Z` | 7 | 1 | mixed | low | low | high open PR share; targets high-star repos |
+| `visionik` | [profile](https://github.com/visionik) | no | CONTRIBUTOR | 6279d | `2026-01-02T09:08:10Z` | 7 | 1 | weak | moderate | low | many recent closed-unmerged PRs |
 | `coder999999999` | [profile](https://github.com/coder999999999) | no | NONE | 1804d | `2026-04-12T06:08:33Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `imadal1n` | [profile](https://github.com/imadal1n) | no | NONE | 1548d | `2026-04-09T00:47:07Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ImLukeF` | [profile](https://github.com/ImLukeF) | no | MEMBER | 1650d | `2026-03-10T16:03:05Z` | 7 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
@@ -94,8 +95,8 @@
 | `l0cka` | [profile](https://github.com/l0cka) | no | CONTRIBUTOR | 3942d | `2026-04-11T22:54:22Z` | 6 | 0 | strong | low | low | — |
 | `manhhai999` | [profile](https://github.com/manhhai999) | no | NONE | 2076d | `2026-04-13T10:17:17Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `neofdezf-cloud` | [profile](https://github.com/neofdezf-cloud) | no | NONE | 19d | `2026-04-11T10:11:35Z` | 6 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `skylee-01` | [profile](https://github.com/skylee-01) | no | NONE | 2648d | `2026-04-14T12:14:20Z` | 6 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `stanleeyY` | [profile](https://github.com/stanleeyY) | no | NONE | 4751d | `2026-04-13T16:15:57Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `visionik` | [profile](https://github.com/visionik) | no | CONTRIBUTOR | 6279d | `2026-01-02T09:08:10Z` | 6 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
 | `ZehanXu-Doncic` | [profile](https://github.com/ZehanXu-Doncic) | no | NONE | 43d | `2026-04-13T08:06:37Z` | 6 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; 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 |
 | `rmfalco89` | [profile](https://github.com/rmfalco89) | no | NONE | 4592d | `2026-02-08T21:18:55Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -106,7 +107,6 @@
 | `plgonzalezrx8` | [profile](https://github.com/plgonzalezrx8) | no | CONTRIBUTOR | 3595d | `2026-01-31T01:53:17Z` | 5 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `sahilsatralkar` | [profile](https://github.com/sahilsatralkar) | no | CONTRIBUTOR | 2210d | `2026-02-20T15:02:41Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sharkqwy` | [profile](https://github.com/sharkqwy) | no | NONE | 5196d | `2026-03-24T04:06:08Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `skylee-01` | [profile](https://github.com/skylee-01) | no | NONE | 2648d | `2026-04-14T12:14:20Z` | 5 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `suboss87` | [profile](https://github.com/suboss87) | no | CONTRIBUTOR | 4078d | `2026-03-13T04:40:38Z` | 5 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `zhanggpcsu` | [profile](https://github.com/zhanggpcsu) | no | NONE | 2d | `2026-04-14T07:10:06Z` | 5 | 0 | weak | low | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `ztexydt-cqh` | [profile](https://github.com/ztexydt-cqh) | no | NONE | 1d | `2026-04-16T16:11:40Z` | 5 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
@@ -117,11 +117,13 @@
 | `bek91` | [profile](https://github.com/bek91) | no | NONE | 2144d | `2026-04-10T20:34:48Z` | 4 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `Joel-Claw` | [profile](https://github.com/Joel-Claw) | no | NONE | 7d | `2026-04-14T17:55:10Z` | 4 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
 | `joelnishanth` | [profile](https://github.com/joelnishanth) | no | CONTRIBUTOR | 1003d | `2026-02-24T01:34:00Z` | 4 | 1 | strong | low | low | targets high-star repos |
+| `lyfuci` | [profile](https://github.com/lyfuci) | no | NONE | 3970d | `2026-03-04T12:15:50Z` | 4 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `WayChan` | [profile](https://github.com/WayChan) | no | NONE | 3842d | `2026-04-15T12:42:46Z` | 4 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `web3blind` | [profile](https://github.com/web3blind) | no | NONE | 46d | `2026-03-21T14:20:44Z` | 4 | 1 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
 | `altaywtf` | [profile](https://github.com/altaywtf) | no | MEMBER | 4168d | `2026-03-01T16:30:13Z` | 4 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 4 | 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 |
 | `bde1` | [profile](https://github.com/bde1) | no | CONTRIBUTOR | ?d | `2026-04-11T14:50:02Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
+| `briandevans` | [profile](https://github.com/briandevans) | no | CONTRIBUTOR | 103d | `2026-04-14T01:48:32Z` | 4 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `bulutmuf` | [profile](https://github.com/bulutmuf) | no | NONE | 340d | `2026-04-15T13:34:46Z` | 4 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
 | `dutifulbob` | [profile](https://github.com/dutifulbob) | no | CONTRIBUTOR | 60d | `2026-02-22T13:07:44Z` | 4 | 0 | strong | moderate | low | very new account; high recent PR volume; no visible non-self stars |
 | `holeshotclaw` | [profile](https://github.com/holeshotclaw) | no | NONE | 12d | `2026-04-14T22:45:43Z` | 4 | 0 | n/a | low | medium | very new account; no visible non-self stars |
@@ -143,11 +145,11 @@
 | `frankekn` | [profile](https://github.com/frankekn) | no | MEMBER | 4714d | `2026-01-29T00:35:02Z` | 3 | 2 | strong | low | low | targets high-star repos |
 | `yoanndefay` | [profile](https://github.com/yoanndefay) | no | NONE | 2166d | `2026-04-13T15:13:19Z` | 3 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `akinshaywai` | [profile](https://github.com/akinshaywai) | no | NONE | 1855d | `2026-04-15T23:06:37Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
-| `briandevans` | [profile](https://github.com/briandevans) | no | CONTRIBUTOR | 103d | `2026-04-14T01:48:32Z` | 3 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `damselem` | [profile](https://github.com/damselem) | no | CONTRIBUTOR | 6104d | `2026-04-12T09:37:25Z` | 3 | 0 | n/a | low | low | no visible non-self stars |
 | `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 |
 | `johnturek` | [profile](https://github.com/johnturek) | no | NONE | 6271d | `2026-04-14T03:23:25Z` | 3 | 0 | mixed | low | low | — |
+| `miyago9267` | [profile](https://github.com/miyago9267) | no | NONE | 2409d | `2026-04-17T08:38:57Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mpz4life` | [profile](https://github.com/mpz4life) | no | CONTRIBUTOR | 3120d | `2026-02-24T03:08:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mr-kelly` | [profile](https://github.com/mr-kelly) | no | NONE | 5603d | `2026-04-12T02:56:34Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `nfredmond` | [profile](https://github.com/nfredmond) | no | NONE | 3541d | `2026-04-11T23:36:37Z` | 3 | 0 | weak | moderate | low | high open PR share |
@@ -168,14 +170,12 @@
 | `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 |
 | `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 |
 | `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 |
-| `lyfuci` | [profile](https://github.com/lyfuci) | no | NONE | 3970d | `2026-03-04T12:15:50Z` | 3 | 1 | 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 |
 | `alchip` | [profile](https://github.com/alchip) | no | NONE | 3345d | `2026-04-09T09:39:38Z` | 3 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `GaosCode` | [profile](https://github.com/GaosCode) | no | CONTRIBUTOR | 632d | `2026-04-09T08:32:17Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `richardclawbot` | [profile](https://github.com/richardclawbot) | no | NONE | 31d | `2026-04-10T17:07:12Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `welfo-beo` | [profile](https://github.com/welfo-beo) | no | CONTRIBUTOR | 525d | `2026-04-11T04:57:14Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `OpenCodeEngineer` | [profile](https://github.com/OpenCodeEngineer) | no | CONTRIBUTOR | 61d | `2026-04-11T01:14:43Z` | 2 | 9 | strong | low | low | very new account; no visible non-self stars; targets high-star repos |
-| `cyrusaf` | [profile](https://github.com/cyrusaf) | no | NONE | 5495d | `2026-04-11T05:53:50Z` | 2 | 4 | weak | low | low | high open PR share; targets high-star repos |
 | `717986230` | [profile](https://github.com/717986230) | no | NONE | 1852d | `2026-04-13T02:48:11Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
 | `leaderlemon` | [profile](https://github.com/leaderlemon) | no | NONE | 1559d | `2026-04-13T09:58:26Z` | 2 | 3 | weak | low | low | targets high-star repos |
 | `RedParrotBerkeley` | [profile](https://github.com/RedParrotBerkeley) | no | NONE | 1107d | `2026-04-10T16:29:40Z` | 2 | 3 | mixed | moderate | low | — |
@@ -225,7 +225,6 @@
 | `leochame` | [profile](https://github.com/leochame) | no | NONE | 495d | `2026-04-13T03:41:33Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Lidang-Jiang` | [profile](https://github.com/Lidang-Jiang) | no | NONE | 1229d | `2026-04-14T02:21:30Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `m0x14o` | [profile](https://github.com/m0x14o) | no | NONE | 3930d | `2026-04-13T06:58:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `miyago9267` | [profile](https://github.com/miyago9267) | no | NONE | 2409d | `2026-04-17T08:38:57Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mm1ord` | [profile](https://github.com/mm1ord) | no | NONE | 1499d | `2026-04-14T14:45:52Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `MoeJaberr` | [profile](https://github.com/MoeJaberr) | no | NONE | 1184d | `2026-04-16T00:50:28Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `mrlane2k` | [profile](https://github.com/mrlane2k) | no | NONE | 1738d | `2026-04-17T00:38:19Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -272,7 +271,6 @@
 | `Arry8` | [profile](https://github.com/Arry8) | no | NONE | 53d | `2026-03-13T19:47:00Z` | 2 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `ggzeng` | [profile](https://github.com/ggzeng) | no | NONE | 3560d | `2026-04-09T09:35:59Z` | 2 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `gdibble` | [profile](https://github.com/gdibble) | no | NONE | 5393d | `2026-02-20T17:08:19Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `gzsiang` | [profile](https://github.com/gzsiang) | no | NONE | 1093d | `2026-03-18T04:53:40Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `HDYA` | [profile](https://github.com/HDYA) | no | CONTRIBUTOR | 3851d | `2026-03-24T10:23:05Z` | 2 | 1 | weak | low | low | high open PR share |
 | `jakepresent` | [profile](https://github.com/jakepresent) | no | CONTRIBUTOR | 3157d | `2026-03-07T18:48:46Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `kamusis` | [profile](https://github.com/kamusis) | no | NONE | 5054d | `2026-01-30T03:47:15Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -280,6 +278,8 @@
 | `Pearcekieser` | [profile](https://github.com/Pearcekieser) | no | NONE | 4652d | `2026-04-11T00:45:04Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
 | `TaoXieSZ` | [profile](https://github.com/TaoXieSZ) | no | CONTRIBUTOR | 4376d | `2026-03-09T09:15:27Z` | 2 | 1 | weak | low | low | 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 |
 | `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 |
 | `BryanTegomoh` | [profile](https://github.com/BryanTegomoh) | no | CONTRIBUTOR | 2122d | `2026-02-01T02:20:00Z` | 2 | 0 | weak | low | low | targets high-star repos |
@@ -328,7 +328,7 @@
 | `aboimpinto` | [profile](https://github.com/aboimpinto) | no | NONE | 5251d | `2026-04-16T12:26:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `ajfonthemove` | [profile](https://github.com/ajfonthemove) | no | NONE | 53d | `2026-03-03T06:01:04Z` | 1 | 1 | weak | low | medium | very new account; 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 |
-| `anyech` | [profile](https://github.com/anyech) | yes | NONE | 4236d | `2026-02-23T04:42:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `anyech` | [profile](https://github.com/anyech) | no | NONE | 4236d | `2026-02-23T04:42:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `caox488-a11y` | [profile](https://github.com/caox488-a11y) | no | NONE | 38d | `2026-03-15T18:21:40Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `carlushuang` | [profile](https://github.com/carlushuang) | no | NONE | 4276d | `2026-04-12T13:59:08Z` | 1 | 1 | strong | low | low | — |
 | `cass-clearly` | [profile](https://github.com/cass-clearly) | no | NONE | 70d | `2026-02-13T03:25:23Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -350,7 +350,6 @@
 | `hyamie` | [profile](https://github.com/hyamie) | no | NONE | 167d | `2026-04-15T15:40:25Z` | 1 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `Ivan-Fn` | [profile](https://github.com/Ivan-Fn) | no | CONTRIBUTOR | 5243d | `2026-03-24T19:08:31Z` | 1 | 1 | strong | low | low | targets high-star repos |
 | `jacko2bot` | [profile](https://github.com/jacko2bot) | no | NONE | 63d | `2026-04-17T23:40:43Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `jaredar1232` | [profile](https://github.com/jaredar1232) | no | NONE | 2325d | `2026-04-10T18:25:32Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `jarvisz8` | [profile](https://github.com/jarvisz8) | no | NONE | 67d | `2026-02-16T14:19:49Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `Jcxu97` | [profile](https://github.com/Jcxu97) | no | NONE | 1158d | `2026-04-17T22:19:18Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `JerrettDavis` | [profile](https://github.com/JerrettDavis) | no | CONTRIBUTOR | 4925d | `2026-04-14T02:52:18Z` | 1 | 1 | strong | moderate | low | high recent PR volume |
@@ -378,6 +377,7 @@
 | `phenomenoner` | [profile](https://github.com/phenomenoner) | no | NONE | 1856d | `2026-02-07T09:43:23Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `raquel4112002` | [profile](https://github.com/raquel4112002) | no | NONE | 2095d | `2026-04-15T19:25:11Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `reghar-bot` | [profile](https://github.com/reghar-bot) | no | NONE | 46d | `2026-04-11T07:27:14Z` | 1 | 1 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `richddr` | [profile](https://github.com/richddr) | yes | NONE | 5213d | `2026-04-18T05:59:24Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `S-huNsuke` | [profile](https://github.com/S-huNsuke) | no | NONE | 133d | `2026-04-11T07:49:06Z` | 1 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `ScientificProgrammer` | [profile](https://github.com/ScientificProgrammer) | no | NONE | 4728d | `2026-04-10T22:44:57Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `shawnduggan` | [profile](https://github.com/shawnduggan) | no | NONE | 4815d | `2026-03-01T12:54:24Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -491,10 +491,10 @@
 | `feniix` | [profile](https://github.com/feniix) | no | CONTRIBUTOR | 6161d | `2026-04-16T21:30:52Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `finallylly` | [profile](https://github.com/finallylly) | no | NONE | 3555d | `2026-04-13T12:15:44Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `Foundry421` | [profile](https://github.com/Foundry421) | no | NONE | 71d | `2026-04-13T08:10:10Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
+| `foxer0952` | [profile](https://github.com/foxer0952) | yes | NONE | 0d | `2026-04-18T06:19:19Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `frankhli843` | [profile](https://github.com/frankhli843) | no | NONE | 2499d | `2026-04-17T16:19:07Z` | 1 | 0 | mixed | low | low | — |
 | `Frrrrrrrrank` | [profile](https://github.com/Frrrrrrrrank) | no | NONE | 1833d | `2026-04-17T10:59:47Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `fsp279469961` | [profile](https://github.com/fsp279469961) | no | NONE | 2878d | `2026-04-13T10:11:08Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `FunJim` | [profile](https://github.com/FunJim) | no | CONTRIBUTOR | 3627d | `2026-04-11T05:49:55Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `g199209` | [profile](https://github.com/g199209) | no | NONE | 3821d | `2026-04-14T07:33:12Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `gee-bjak` | [profile](https://github.com/gee-bjak) | no | NONE | 269d | `2026-04-14T08:39:01Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `Ghitahouir` | [profile](https://github.com/Ghitahouir) | no | NONE | 1479d | `2026-04-14T21:09:25Z` | 1 | 0 | mixed | low | low | targets high-star repos |
@@ -528,7 +528,7 @@
 | `isopenclaw` | [profile](https://github.com/isopenclaw) | no | NONE | 48d | `2026-04-16T01:27:05Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `itsuzef` | [profile](https://github.com/itsuzef) | no | NONE | 2465d | `2026-02-21T23:47:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ivyhabscheid` | [profile](https://github.com/ivyhabscheid) | no | NONE | 12d | `2026-04-16T18:44:59Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `jack-ra` | [profile](https://github.com/jack-ra) | yes | NONE | 4832d | `2026-04-18T04:40:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `jack-ra` | [profile](https://github.com/jack-ra) | no | NONE | 4832d | `2026-04-18T04:40:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
 | `janicduplessis` | [profile](https://github.com/janicduplessis) | no | NONE | 4916d | `2026-04-12T02:54:34Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
@@ -607,7 +607,6 @@
 | `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 |
 | `neiro-yuchat` | [profile](https://github.com/neiro-yuchat) | no | NONE | 72d | `2026-04-11T17:45:15Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `nerua1` | [profile](https://github.com/nerua1) | no | NONE | 20d | `2026-04-12T19:44:51Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `NianJiuZst` | [profile](https://github.com/NianJiuZst) | no | NONE | 593d | `2026-04-11T06:14:28Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `nickkingu` | [profile](https://github.com/nickkingu) | no | NONE | 21d | `2026-04-11T15:24:22Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `nighting0615` | [profile](https://github.com/nighting0615) | no | NONE | 800d | `2026-04-14T07:39:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `nikilster` | [profile](https://github.com/nikilster) | no | NONE | 5275d | `2026-04-11T23:06:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -780,11 +779,11 @@ 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: `2026-04-18T04:27:00Z`
+- repo last seen: `2026-04-18T05:37:25Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **97**
-- snapshot authored PRs/issues: **49 PRs / 48 issues**
+- repo primary artifacts: **98**
+- snapshot authored PRs/issues: **49 PRs / 49 issues**
 - snapshot discussion activity: **213 comments / 892 reviews / 892 review comments**
 - account age: **178 days**
 - recent public PR activity: **81 PRs** (21 merged / 36 closed-unmerged / 24 open; merged rate **26%**, closed-unmerged rate **44%**, open rate **30%**)
@@ -796,9 +795,9 @@ Example artifacts:
 - [PR #67840: feat(plan-mode): integration bridge wiring tools + mutation gate + sessions.patch [PR-8]](https://github.com/openclaw/openclaw/pull/67840) — open
 - [PR #67721: feat(ui): mode switcher + clickable plan cards + channel-aware plan delivery](https://github.com/openclaw/openclaw/pull/67721) — open
 - [PR #67542: feat(agents): cross-session plan store with file-level locking [Phase 4.2]](https://github.com/openclaw/openclaw/pull/67542) — open
+- [Issue #68419: GPT-5 bootstrap alias files for AGENTS/SOUL via context-limiter path](https://github.com/openclaw/openclaw/issues/68419) — open
 - [Issue #67777: [Bug]: Subagent completion delivery can be lost on direct-announce timeout, drain, or orphan prune](https://github.com/openclaw/openclaw/issues/67777) — open
 - [Issue #67637: [qa-lab] Add tool-call trace inspection to QaBusMessage for richer scenario assertions](https://github.com/openclaw/openclaw/issues/67637) — open
-- [Issue #67523: [GPT 5.4 Phase 4.2] Cross-session task coordination (Tasks API style)](https://github.com/openclaw/openclaw/issues/67523) — open
 
 ### `hclsys`
 
@@ -852,11 +851,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anightq)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anightq)
 - repo first seen: `2026-04-01T13:17:35Z`
-- repo last seen: `2026-04-18T01:18:46Z`
+- repo last seen: `2026-04-18T05:45:43Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **37**
-- snapshot authored PRs/issues: **36 PRs / 1 issues**
+- repo primary artifacts: **38**
+- snapshot authored PRs/issues: **37 PRs / 1 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **4825 days**
 - recent public PR activity: **116 PRs** (1 merged / 69 closed-unmerged / 46 open; merged rate **1%**, closed-unmerged rate **59%**, open rate **40%**)
@@ -865,9 +864,9 @@ Example artifacts:
 - heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
 
 Example artifacts:
+- [PR #68422: fix(ui): constrain web chat width to 920px for better readability](https://github.com/openclaw/openclaw/pull/68422) — open
 - [PR #68348: fix: use native loading for doctor contract API to speed up status command](https://github.com/openclaw/openclaw/pull/68348) — open
 - [PR #68311: fix: update reasoning stream message to include Feishu support](https://github.com/openclaw/openclaw/pull/68311) — open
-- [PR #68127: fix: prevent toLowerCase error when model.id or model.name is undefined](https://github.com/openclaw/openclaw/pull/68127) — open
 - [Issue #59034: [macOS] screen.record command not available on node](https://github.com/openclaw/openclaw/issues/59034) — open
 
 ### `w-sss`
@@ -1141,12 +1140,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ABunsDev)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ABunsDev)
 - repo first seen: `2026-02-07T11:32:40Z`
-- repo last seen: `2026-04-18T05:13:59Z`
+- repo last seen: `2026-04-18T05:54:02Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **18**
 - snapshot authored PRs/issues: **18 PRs / 0 issues**
-- snapshot discussion activity: **86 comments / 22 reviews / 21 review comments**
+- snapshot discussion activity: **89 comments / 26 reviews / 25 review comments**
 - account age: **2087 days**
 - recent public PR activity: **91 PRs** (82 merged / 5 closed-unmerged / 4 open; merged rate **90%**, closed-unmerged rate **5%**, open rate **4%**)
 - public orgs: `RitualChain`, `DeDevsClub`, `SoulSwapFinance`, `openclaw`
@@ -1154,7 +1153,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume**
 
 Example artifacts:
-- [PR #68396: [codex] fix(auth): harden OAuth refresh and Codex CLI bootstrap flows](https://github.com/openclaw/openclaw/pull/68396) — open
+- [PR #68396: [codex] fix(auth): harden OAuth refresh and Codex CLI bootstrap flows](https://github.com/openclaw/openclaw/pull/68396) — closed, merged
 - [PR #68178: fix(ui): add clear pending config updates action](https://github.com/openclaw/openclaw/pull/68178) — open
 - [PR #68150: fix(ui): reset settings scroll and align details headers](https://github.com/openclaw/openclaw/pull/68150) — closed, merged
 
@@ -1236,12 +1235,12 @@ 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: `2026-04-18T04:31:57Z`
+- repo last seen: `2026-04-18T06:10:43Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **22**
 - snapshot authored PRs/issues: **17 PRs / 5 issues**
-- snapshot discussion activity: **510 comments / 42 reviews / 42 review comments**
+- snapshot discussion activity: **511 comments / 48 reviews / 48 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`
@@ -1674,6 +1673,29 @@ Example artifacts:
 - [PR #67119: fix(google): use v1alpha API version for preview Veo models (#62309)](https://github.com/openclaw/openclaw/pull/67119) — open
 - [PR #66482: fix(agents): use max_tokens instead of max_completion_tokens for non-OpenAI providers (#65603)](https://github.com/openclaw/openclaw/pull/66482) — open
 
+### `mushuiyu886`
+
+- profile: [github.com/mushuiyu886](https://github.com/mushuiyu886)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amushuiyu886)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amushuiyu886)
+- repo first seen: `2026-04-10T05:26:47Z`
+- repo last seen: `2026-04-18T06:09:09Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **10**
+- snapshot authored PRs/issues: **10 PRs / 0 issues**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- account age: **37 days**
+- recent public PR activity: **13 PRs** (0 merged / 8 closed-unmerged / 5 open; merged rate **0%**, closed-unmerged rate **62%**, open rate **38%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #68432: fix: exec tool gateway crash (#68376) and memory-core dreaming bloat (#68379)](https://github.com/openclaw/openclaw/pull/68432) — open
+- [PR #68421: fix: exec tool gateway crash (#68376) and memory-core dreaming bloat (#68379)](https://github.com/openclaw/openclaw/pull/68421) — closed
+- [PR #67551: Fix #67488: Handle Unicode smart quotes in tool call argument JSON](https://github.com/openclaw/openclaw/pull/67551) — open
+
 ### `Rohan5commit`
 
 - profile: [github.com/Rohan5commit](https://github.com/Rohan5commit)
@@ -2147,29 +2169,6 @@ 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
 
-### `mushuiyu886`
-
-- profile: [github.com/mushuiyu886](https://github.com/mushuiyu886)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amushuiyu886)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amushuiyu886)
-- repo first seen: `2026-04-10T05:26:47Z`
-- repo last seen: `2026-04-16T06:16:40Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **8**
-- snapshot authored PRs/issues: **8 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **37 days**
-- recent public PR activity: **13 PRs** (0 merged / 8 closed-unmerged / 5 open; merged rate **0%**, closed-unmerged rate **62%**, open rate **38%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #67551: Fix #67488: Handle Unicode smart quotes in tool call argument JSON](https://github.com/openclaw/openclaw/pull/67551) — open
-- [PR #66894: Fix #66535: wire up abort signal for /compact command](https://github.com/openclaw/openclaw/pull/66894) — open
-- [PR #66623: Fix #66535: wire up abort signal for /compact command](https://github.com/openclaw/openclaw/pull/66623) — closed
-
 ### `onutc`
 
 - profile: [github.com/onutc](https://github.com/onutc)
@@ -2248,12 +2247,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajetd1)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajetd1)
 - repo first seen: `2026-04-09T03:07:08Z`
-- repo last seen: `2026-04-12T12:04:58Z`
+- repo last seen: `2026-04-18T06:01:01Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **9**
 - snapshot authored PRs/issues: **7 PRs / 2 issues**
-- snapshot discussion activity: **6 comments / 26 reviews / 26 review comments**
+- snapshot discussion activity: **6 comments / 27 reviews / 27 review comments**
 - account age: **3810 days**
 - recent public PR activity: **9 PRs** (1 merged / 3 closed-unmerged / 5 open; merged rate **11%**, closed-unmerged rate **33%**, open rate **56%**)
 - public orgs: none visible
@@ -2363,6 +2362,30 @@ Example artifacts:
 - [PR #67906: fix(agents): dedupe repeated bootstrap truncation warnings](https://github.com/openclaw/openclaw/pull/67906) — closed, merged
 - [Issue #65919: [Feature]: Keep configured presence alive until run complete + dispatch idle](https://github.com/openclaw/openclaw/issues/65919) — open
 
+### `visionik`
+
+- profile: [github.com/visionik](https://github.com/visionik)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Avisionik)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Avisionik)
+- repo first seen: `2026-01-02T09:08:10Z`
+- repo last seen: `2026-04-18T06:05:51Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **8**
+- snapshot authored PRs/issues: **7 PRs / 1 issues**
+- snapshot discussion activity: **22 comments / 2 reviews / 0 review comments**
+- account age: **6279 days**
+- recent public PR activity: **12 PRs** (4 merged / 5 closed-unmerged / 3 open; merged rate **33%**, closed-unmerged rate **42%**, open rate **25%**)
+- public orgs: `rayo`, `FAForever`
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs**
+
+Example artifacts:
+- [PR #68431: ci(security): harden workflow steps against template-injection](https://github.com/openclaw/openclaw/pull/68431) — closed, merged
+- [PR #68368: fix(gateway): allow microphone access for same-origin in Permissions-Policy header](https://github.com/openclaw/openclaw/pull/68368) — closed, merged
+- [PR #67876: fix(auth): serialize OAuth refresh across agents to fix #26322](https://github.com/openclaw/openclaw/pull/67876) — closed, merged
+- [Issue #68428: [Security] zizmor template-injection findings across CI workflows](https://github.com/openclaw/openclaw/issues/68428) — open
+
 ### `coder999999999`
 
 - profile: [github.com/coder999999999](https://github.com/coder999999999)
@@ -2733,6 +2756,29 @@ Example artifacts:
 - [PR #65005: feat(models): add provider/model resolution explain command](https://github.com/openclaw/openclaw/pull/65005) — open
 - [PR #64988: feat(gateway): infer provider from configured model families](https://github.com/openclaw/openclaw/pull/64988) — open
 
+### `skylee-01`
+
+- profile: [github.com/skylee-01](https://github.com/skylee-01)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Askylee-01)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Askylee-01)
+- repo first seen: `2026-04-14T12:14:20Z`
+- repo last seen: `2026-04-18T05:48:04Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **6 PRs / 0 issues**
+- snapshot discussion activity: **3 comments / 5 reviews / 5 review comments**
+- account age: **2648 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 #68416: fix(agents): forward-compat adaptive thinking for Claude 4.7+ models](https://github.com/openclaw/openclaw/pull/68416) — open
+- [PR #68072: fix(agents): normalize assistant content before transport iteration](https://github.com/openclaw/openclaw/pull/68072) — open
+- [PR #68068: fix(agents): forward-compat supportsAdaptiveThinking for Claude 4.7+ models](https://github.com/openclaw/openclaw/pull/68068) — closed
+
 ### `stanleeyY`
 
 - profile: [github.com/stanleeyY](https://github.com/stanleeyY)
@@ -2756,29 +2802,6 @@ Example artifacts:
 - [PR #66066: fix(nextcloud-talk): align replay test callback contract](https://github.com/openclaw/openclaw/pull/66066) — open
 - [PR #66064: fix(feishu): add wait-timeout support to lifecycle helper](https://github.com/openclaw/openclaw/pull/66064) — open
 
-### `visionik`
-
-- profile: [github.com/visionik](https://github.com/visionik)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Avisionik)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Avisionik)
-- repo first seen: `2026-01-02T09:08:10Z`
-- repo last seen: `2026-04-18T03:05:11Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **6**
-- snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **19 comments / 0 reviews / 0 review comments**
-- account age: **6279 days**
-- recent public PR activity: **12 PRs** (4 merged / 5 closed-unmerged / 3 open; merged rate **33%**, closed-unmerged rate **42%**, open rate **25%**)
-- public orgs: `rayo`, `FAForever`
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs**
-
-Example artifacts:
-- [PR #68368: fix(gateway): allow microphone access for same-origin in Permissions-Policy header](https://github.com/openclaw/openclaw/pull/68368) — closed, merged
-- [PR #67876: fix(auth): serialize OAuth refresh across agents to fix #26322](https://github.com/openclaw/openclaw/pull/67876) — closed, merged
-- [PR #67375: test(qa): raise approval-turn-tool-followthrough timeouts for CI stability](https://github.com/openclaw/openclaw/pull/67375) — open
-
 ### `ZehanXu-Doncic`
 
 - profile: [github.com/ZehanXu-Doncic](https://github.com/ZehanXu-Doncic)
@@ -3014,29 +3037,6 @@ Example artifacts:
 - [PR #67476: test(ui): remove console.log fixture snippets from markdown tests](https://github.com/openclaw/openclaw/pull/67476) — open
 - [PR #66776: fix(pre-commit): fall back to corepack-managed pnpm](https://github.com/openclaw/openclaw/pull/66776) — open
 
-### `skylee-01`
-
-- profile: [github.com/skylee-01](https://github.com/skylee-01)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Askylee-01)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Askylee-01)
-- repo first seen: `2026-04-14T12:14:20Z`
-- repo last seen: `2026-04-18T05:19:45Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 2 reviews / 2 review comments**
-- account age: **2648 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 #68072: fix(agents): normalize assistant content before transport iteration](https://github.com/openclaw/openclaw/pull/68072) — open
-- [PR #68068: fix(agents): forward-compat supportsAdaptiveThinking for Claude 4.7+ models](https://github.com/openclaw/openclaw/pull/68068) — closed
-- [PR #68023: feat(gateway): warn when proxy env vars detected but providers not using them](https://github.com/openclaw/openclaw/pull/68023) — open
-
 ### `suboss87`
 
 - profile: [github.com/suboss87](https://github.com/suboss87)
@@ -3278,6 +3278,30 @@ Example artifacts:
 - [PR #66663: fix: filter binary content from Telegram captions to prevent token explosion](https://github.com/openclaw/openclaw/pull/66663) — closed, merged
 - [Issue #53941: docs: LiteLLM supply chain attack advisory (v1.82.7 / v1.82.8)](https://github.com/openclaw/openclaw/issues/53941) — open
 
+### `lyfuci`
+
+- profile: [github.com/lyfuci](https://github.com/lyfuci)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alyfuci)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alyfuci)
+- repo first seen: `2026-03-04T12:15:50Z`
+- repo last seen: `2026-04-18T06:01:18Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **4 PRs / 1 issues**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- account age: **3970 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68430: extensions/acpx: expose probeAgent config so non-codex ACP stacks stay available](https://github.com/openclaw/openclaw/pull/68430) — open
+- [PR #68400: daemon/systemd: distinguish WSL user D-Bus socket missing from missing systemctl](https://github.com/openclaw/openclaw/pull/68400) — open
+- [PR #68389: plugins: clarify allowlist warning when entries don't match discovered ids](https://github.com/openclaw/openclaw/pull/68389) — open
+- [Issue #34401: google-gemini-cli-auth: OAuth token exchange fails behind proxy (fetchWithSsrFGuard uses createPinnedDispatcher instead of EnvHttpProxyAgent)](https://github.com/openclaw/openclaw/issues/34401) — open
+
 ### `WayChan`
 
 - profile: [github.com/WayChan](https://github.com/WayChan)
@@ -3396,6 +3420,29 @@ Example artifacts:
 - [PR #64859: fix(cli): stop misclassifying help/tool as plugin-gated](https://github.com/openclaw/openclaw/pull/64859) — closed
 - [PR #64843: fix(tui): recover footer state after stale run final](https://github.com/openclaw/openclaw/pull/64843) — closed
 
+### `briandevans`
+
+- profile: [github.com/briandevans](https://github.com/briandevans)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abriandevans)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abriandevans)
+- repo first seen: `2026-04-14T01:48:32Z`
+- repo last seen: `2026-04-18T05:44:59Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **8 comments / 7 reviews / 7 review comments**
+- account age: **103 days**
+- recent public PR activity: **18 PRs** (2 merged / 7 closed-unmerged / 9 open; merged rate **11%**, closed-unmerged rate **39%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **young account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68418: fix(agents): unpack typed-block delta.content arrays in openai-completions stream](https://github.com/openclaw/openclaw/pull/68418) — open
+- [PR #67175: fix(logging): honor logging.file in bundled gateway runtime](https://github.com/openclaw/openclaw/pull/67175) — open
+- [PR #66842: fix(agents): handle OpenRouter reasoning_details in stream parser](https://github.com/openclaw/openclaw/pull/66842) — closed
+
 ### `bulutmuf`
 
 - profile: [github.com/bulutmuf](https://github.com/bulutmuf)
@@ -3891,29 +3938,6 @@ Example artifacts:
 - [PR #67431: fix(ui): add aria-label to icon-only buttons missing accessible names](https://github.com/openclaw/openclaw/pull/67431) — open
 - [PR #67424: fix(ui): suppress screen reader announcements during streaming via aria-busy](https://github.com/openclaw/openclaw/pull/67424) — open
 
-### `briandevans`
-
-- profile: [github.com/briandevans](https://github.com/briandevans)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abriandevans)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abriandevans)
-- repo first seen: `2026-04-14T01:48:32Z`
-- repo last seen: `2026-04-16T16:51:26Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **8 comments / 4 reviews / 4 review comments**
-- account age: **103 days**
-- recent public PR activity: **18 PRs** (2 merged / 7 closed-unmerged / 9 open; merged rate **11%**, closed-unmerged rate **39%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **young account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #67175: fix(logging): honor logging.file in bundled gateway runtime](https://github.com/openclaw/openclaw/pull/67175) — open
-- [PR #66842: fix(agents): handle OpenRouter reasoning_details in stream parser](https://github.com/openclaw/openclaw/pull/66842) — closed
-- [PR #66831: fix(agents): respect OPENCLAW_WORKSPACE_DIR fallback](https://github.com/openclaw/openclaw/pull/66831) — closed
-
 ### `damselem`
 
 - profile: [github.com/damselem](https://github.com/damselem)
@@ -4006,6 +4030,29 @@ Example artifacts:
 - [PR #66312: feat(system-prompt): inject sessionKey into Runtime line](https://github.com/openclaw/openclaw/pull/66312) — open
 - [PR #66303: fix(heartbeat): remove doc-display fences from HEARTBEAT.md template](https://github.com/openclaw/openclaw/pull/66303) — open
 
+### `miyago9267`
+
+- profile: [github.com/miyago9267](https://github.com/miyago9267)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amiyago9267)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amiyago9267)
+- repo first seen: `2026-04-17T08:38:57Z`
+- repo last seen: `2026-04-18T05:38:22Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2409 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68420: Agents/fallback: rotate to fallback model on incomplete-turn exits](https://github.com/openclaw/openclaw/pull/68420) — open
+- [PR #68055: Gateway/cron: add cron.webhookAllowPrivateNetwork SSRF opt-in](https://github.com/openclaw/openclaw/pull/68055) — open
+- [PR #68045: Control UI + auto-reply: strip leaked agent scaffolding and metadata](https://github.com/openclaw/openclaw/pull/68045) — open
+
 ### `mpz4life`
 
 - profile: [github.com/mpz4life](https://github.com/mpz4life)
@@ -4479,30 +4526,6 @@ Example artifacts:
 - [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
 
-### `lyfuci`
-
-- profile: [github.com/lyfuci](https://github.com/lyfuci)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alyfuci)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alyfuci)
-- repo first seen: `2026-03-04T12:15:50Z`
-- repo last seen: `2026-04-18T05:19:14Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **3 PRs / 1 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **3970 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68400: daemon/systemd: distinguish WSL user D-Bus socket missing from missing systemctl](https://github.com/openclaw/openclaw/pull/68400) — open
-- [PR #68389: plugins: clarify allowlist warning when entries don't match discovered ids](https://github.com/openclaw/openclaw/pull/68389) — open
-- [PR #34420: fix(google-gemini-cli-auth): respect system proxy for OAuth token exchange](https://github.com/openclaw/openclaw/pull/34420) — closed
-- [Issue #34401: google-gemini-cli-auth: OAuth token exchange fails behind proxy (fetchWithSsrFGuard uses createPinnedDispatcher instead of EnvHttpProxyAgent)](https://github.com/openclaw/openclaw/issues/34401) — open
-
 ### `sparkeros`
 
 - profile: [github.com/sparkeros](https://github.com/sparkeros)
@@ -4644,31 +4667,6 @@ Example artifacts:
 - [Issue #65245: azure-responses/gpt-5.3-codex frequently returns terminal "Unknown error (no error details in response)" (Telegram + non-Telegram runs)](https://github.com/openclaw/openclaw/issues/65245) — open
 - [Issue #64999: Fix orphaned reasoning items when replaying mixed-provider history to Responses API](https://github.com/openclaw/openclaw/issues/64999) — open
 
-### `cyrusaf`
-
-- profile: [github.com/cyrusaf](https://github.com/cyrusaf)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Acyrusaf)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acyrusaf)
-- repo first seen: `2026-04-11T05:53:50Z`
-- repo last seen: `2026-04-14T01:39:42Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **6**
-- snapshot authored PRs/issues: **2 PRs / 4 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **5495 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #64669: fix: [codex-harness] avoid treating cumulative app-server usage as current context](https://github.com/openclaw/openclaw/pull/64669) — open, draft
-- [PR #64666: fix: [codex-harness] parse Desktop app-server user agents](https://github.com/openclaw/openclaw/pull/64666) — open
-- [Issue #66263: [Bug]: Codex native compaction can leave post-compaction context usage stale or unknown](https://github.com/openclaw/openclaw/issues/66263) — open
-- [Issue #66262: [Bug]: Gateway reset can preserve stale Codex app-server thread binding](https://github.com/openclaw/openclaw/issues/66262) — open
-- [Issue #66260: [Bug]: Gateway startup can skip Codex agent harness activation](https://github.com/openclaw/openclaw/issues/66260) — open
-
 ### `717986230`
 
 - profile: [github.com/717986230](https://github.com/717986230)
@@ -4897,7 +4895,7 @@ Example artifacts:
 - repo association: **NONE**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **9 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **9 comments / 2 reviews / 0 review comments**
 - account age: **4476 days**
 - recent public PR activity: **9 PRs** (4 merged / 1 closed-unmerged / 4 open; merged rate **44%**, closed-unmerged rate **11%**, open rate **44%**)
 - public orgs: none visible
@@ -5775,28 +5773,6 @@ Example artifacts:
 - [PR #68377: fix(daemon): preserve launchd proxy env on reinstall](https://github.com/openclaw/openclaw/pull/68377) — open
 - [PR #65770: feat: persist subagent announce source run IDs](https://github.com/openclaw/openclaw/pull/65770) — open
 
-### `miyago9267`
-
-- profile: [github.com/miyago9267](https://github.com/miyago9267)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amiyago9267)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amiyago9267)
-- repo first seen: `2026-04-17T08:38:57Z`
-- repo last seen: `2026-04-17T09:16:10Z`
-- 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: **2409 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68055: Gateway/cron: add cron.webhookAllowPrivateNetwork SSRF opt-in](https://github.com/openclaw/openclaw/pull/68055) — open
-- [PR #68045: Control UI + auto-reply: strip leaked agent scaffolding and metadata](https://github.com/openclaw/openclaw/pull/68045) — open
-
 ### `mm1ord`
 
 - profile: [github.com/mm1ord](https://github.com/mm1ord)
@@ -6822,7 +6798,7 @@ Example artifacts:
 - repo association: **NONE**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **13 comments / 23 reviews / 21 review comments**
+- snapshot discussion activity: **13 comments / 26 reviews / 24 review comments**
 - account age: **5393 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
@@ -6834,29 +6810,6 @@ Example artifacts:
 - [PR #63378: feat(websocket-heartbeats) recognize session evictions](https://github.com/openclaw/openclaw/pull/63378) — closed
 - [Issue #63374: [Feature]: Symmetric Session Eviction Real-Time Realities (WebSocket Heartbeats)](https://github.com/openclaw/openclaw/issues/63374) — open
 
-### `gzsiang`
-
-- profile: [github.com/gzsiang](https://github.com/gzsiang)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Agzsiang)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Agzsiang)
-- repo first seen: `2026-03-18T04:53:40Z`
-- repo last seen: `2026-04-16T09:28:32Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **14 comments / 0 reviews / 0 review comments**
-- account age: **1093 days**
-- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #64660: fix(agents): support local LLM tool calls and streaming usage via OpenAI-compatible endpoints](https://github.com/openclaw/openclaw/pull/64660) — open
-- [PR #64604: fix(compaction): preserve original error message for unknown compaction failures](https://github.com/openclaw/openclaw/pull/64604) — open
-- [Issue #52221: [Bug] Context monitor shows 0% forever - contextTokens hardcoded, not dynamic](https://github.com/openclaw/openclaw/issues/52221) — open
-
 ### `HDYA`
 
 - profile: [github.com/HDYA](https://github.com/HDYA)
@@ -7018,6 +6971,50 @@ Example artifacts:
 - [PR #64027: feat(feishu): support in-place card content update on option click](https://github.com/openclaw/openclaw/pull/64027) — open
 - [Issue #64828: feat(feishu): support in-place card content update on button click](https://github.com/openclaw/openclaw/issues/64828) — open
 
+### `acinader`
+
+- profile: [github.com/acinader](https://github.com/acinader)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aacinader)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aacinader)
+- repo first seen: `2026-04-10T14:12:10Z`
+- repo last seen: `2026-04-18T05:34:31Z`
+- 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 / 6 reviews / 6 review comments**
+- account age: **5497 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: `parse-server-modules`, `HamlinSchool`, `SugarCapital`
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68417: fix(exec-approvals): allow ~/.openclaw symlink when OPENCLAW_STATE_DIR is set](https://github.com/openclaw/openclaw/pull/68417) — open
+- [PR #64344: fix(secrets): distinguish ${ENV_VAR} from plaintext in audit](https://github.com/openclaw/openclaw/pull/64344) — open
+
+### `afurm`
+
+- profile: [github.com/afurm](https://github.com/afurm)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aafurm)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aafurm)
+- repo first seen: `2026-02-24T14:40:28Z`
+- repo last seen: `2026-04-18T05:51:13Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **10 comments / 0 reviews / 0 review comments**
+- account age: **4479 days**
+- recent public PR activity: **12 PRs** (1 merged / 4 closed-unmerged / 7 open; merged rate **8%**, closed-unmerged rate **33%**, open rate **58%**)
+- public orgs: `ruby`, `near-ndc`
+- compact scores: follow-through **weak**, breadth **high**, automation risk **low**
+- heuristic read: **broad repo spread; high open PR share; targets high-star repos**
+
+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
+
 ### `bittoby`
 
 - profile: [github.com/bittoby](https://github.com/bittoby)
@@ -8116,7 +8113,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aanyech)
 - repo first seen: `2026-02-23T04:42:33Z`
 - repo last seen: `2026-04-18T05:00:35Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
@@ -8593,28 +8590,6 @@ Example artifacts:
 - [PR #68388: fix(cli-backend): restore compaction lifecycle and rotate claude-cli sessions after compaction](https://github.com/openclaw/openclaw/pull/68388) — open
 - [Issue #68329: cli-backend never triggers compaction (native or plugin) — context grows unbounded](https://github.com/openclaw/openclaw/issues/68329) — open
 
-### `jaredar1232`
-
-- profile: [github.com/jaredar1232](https://github.com/jaredar1232)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajaredar1232)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajaredar1232)
-- repo first seen: `2026-04-10T18:25:32Z`
-- repo last seen: `2026-04-16T18:13:53Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **12 comments / 3 reviews / 3 review comments**
-- account age: **2325 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 #64657: Slack: route subagent completion messages to originating thread](https://github.com/openclaw/openclaw/pull/64657) — open
-- [Issue #64454: [Bug]: Slack extension: subagent completion messages bypass thread routing (missing subagent_delivery_target hook)](https://github.com/openclaw/openclaw/issues/64454) — open
-
 ### `jarvisz8`
 
 - profile: [github.com/jarvisz8](https://github.com/jarvisz8)
@@ -9210,6 +9185,28 @@ Example artifacts:
 - [PR #65197: fix(memory-wiki): upstream bridge and lint hotfixes](https://github.com/openclaw/openclaw/pull/65197) — closed
 - [Issue #64696: memory-wiki: bridge import and lint mishandle relative links, reply tags, and malformed cached source pages](https://github.com/openclaw/openclaw/issues/64696) — open
 
+### `richddr`
+
+- profile: [github.com/richddr](https://github.com/richddr)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Arichddr)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arichddr)
+- repo first seen: `2026-04-18T05:59:24Z`
+- repo last seen: `2026-04-18T06:14:14Z`
+- 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: **5213 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 #68433: Prewarm mirrored outbound sessions before first callback](https://github.com/openclaw/openclaw/pull/68433) — open
+- [Issue #68429: [Bug]: Telegram inline-button first callback can run before session bootstrap context is loaded](https://github.com/openclaw/openclaw/issues/68429) — open
+
 ### `S-huNsuke`
 
 - profile: [github.com/S-huNsuke](https://github.com/S-huNsuke)
@@ -11602,6 +11599,27 @@ Example artifacts:
 Example artifacts:
 - [PR #65797: feat(templates): ask user for city/timezone during onboarding and startup](https://github.com/openclaw/openclaw/pull/65797) — closed
 
+### `foxer0952`
+
+- profile: [github.com/foxer0952](https://github.com/foxer0952)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Afoxer0952)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Afoxer0952)
+- repo first seen: `2026-04-18T06:19:19Z`
+- repo last seen: `2026-04-18T06:19:19Z`
+- 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: **0 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #68435: feat(gateway): accept audio/file content blocks in /v1/chat/completions](https://github.com/openclaw/openclaw/pull/68435) — open
+
 ### `frankhli843`
 
 - profile: [github.com/frankhli843](https://github.com/frankhli843)
@@ -11665,27 +11683,6 @@ Example artifacts:
 Example artifacts:
 - [PR #65857: fix(security): propagate --dangerously-force-unsafe-install to dependency denylist scans](https://github.com/openclaw/openclaw/pull/65857) — open
 
-### `FunJim`
-
-- profile: [github.com/FunJim](https://github.com/FunJim)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AFunJim)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AFunJim)
-- repo first seen: `2026-04-11T05:49:55Z`
-- repo last seen: `2026-04-11T06:03:40Z`
-- 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: **3627 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 #64663: fix: allow symlinked OPENCLAW_HOME in exec approvals path check](https://github.com/openclaw/openclaw/pull/64663) — open
-
 ### `g199209`
 
 - profile: [github.com/g199209](https://github.com/g199209)
@@ -12387,7 +12384,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajack-ra)
 - repo first seen: `2026-04-18T04:40:05Z`
 - repo last seen: `2026-04-18T04:40:05Z`
-- 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**
@@ -14039,27 +14036,6 @@ Example artifacts:
 Example artifacts:
 - [PR #65531: docs: add community skills page with security and memory tools](https://github.com/openclaw/openclaw/pull/65531) — open
 
-### `NianJiuZst`
-
-- profile: [github.com/NianJiuZst](https://github.com/NianJiuZst)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ANianJiuZst)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ANianJiuZst)
-- repo first seen: `2026-04-11T06:14:28Z`
-- repo last seen: `2026-04-11T06:14:28Z`
-- 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: **593 days**
-- recent public PR activity: **12 PRs** (3 merged / 1 closed-unmerged / 8 open; merged rate **25%**, closed-unmerged rate **8%**, open rate **67%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #64673: fix(ui): set input font-size to 16px to prevent iOS Safari auto-zoom on focus](https://github.com/openclaw/openclaw/pull/64673) — open
-
 ### `nickkingu`
 
 - profile: [github.com/nickkingu](https://github.com/nickkingu)
@@ -14226,7 +14202,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #68135: Agents: add claude-sdk runtime with native-tool bridge and sub-agent converter](https://github.com/openclaw/openclaw/pull/68135) — open
+- [PR #68135: Agents: add claude-sdk runtime with native-tool bridge and sub-agent converter](https://github.com/openclaw/openclaw/pull/68135) — closed
 
 ### `oinoom`
 

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@@ -0,0 +1,39 @@
+{
+  "artifacts": {
+    "new_contributors_json": "new-contributors-report.json",
+    "new_contributors_markdown": "new-contributors-report.md",
+    "new_contributors_parquet": "new_contributors.parquet"
+  },
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+    "links": 114,
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+  "extracted_at": "2026-04-18T06:20:35Z",
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snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260418T052035Z/manifest.json",
-  "latest_snapshot_id": "20260418T052035Z",
+  "archived_manifest_path": "snapshots/20260418T062035Z/manifest.json",
+  "latest_snapshot_id": "20260418T062035Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-18T05:20:35Z",
+  "next_since": "2026-04-18T06:20:35Z",
   "repo": "openclaw/openclaw",
-  "snapshot_dir": "snapshots/20260418T052035Z"
+  "snapshot_dir": "snapshots/20260418T062035Z"
 }

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@@ -1,7 +1,7 @@
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-  "last_successful_snapshot_id": "20260418T052035Z",
-  "next_since": "2026-04-18T05:20:35Z",
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+  "next_since": "2026-04-18T06:20:35Z",
   "repo": "openclaw/openclaw",
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+  "updated_at": "2026-04-18T06:20:35Z"
 }