Refresh openclaw dataset snapshot 20260419T082035Z

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: `20260419T072034Z`
-- Generated: `2026-04-19T07:23:00Z`
+- Snapshot: `20260419T082035Z`
+- Generated: `2026-04-19T08:23:10Z`
 - Activity window: `7d`
-- Contributors: `701`
+- Contributors: `702`
 
 ## Summary
 
@@ -12,7 +12,7 @@
 | `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` | 54 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `100yenadmin` | [profile](https://github.com/100yenadmin) | no | CONTRIBUTOR | 178d | `2026-03-15T18:31:56Z` | 51 | 49 | weak | moderate | medium | young account; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
-| `nightq` | [profile](https://github.com/nightq) | no | CONTRIBUTOR | 4825d | `2026-04-01T13:17:35Z` | 41 | 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` | 42 | 1 | weak | low | medium | extremely 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` | 41 | 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` | 40 | 0 | weak | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `kagura-agent` | [profile](https://github.com/kagura-agent) | no | CONTRIBUTOR | 32d | `2026-03-18T00:16:55Z` | 36 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
@@ -48,6 +48,7 @@
 | `1aifanatic` | [profile](https://github.com/1aifanatic) | no | NONE | 2426d | `2026-02-01T16:01:30Z` | 11 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Bartok9` | [profile](https://github.com/Bartok9) | no | CONTRIBUTOR | 70d | `2026-02-27T18:48:49Z` | 11 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `SARAMALI15792` | [profile](https://github.com/SARAMALI15792) | no | CONTRIBUTOR | 992d | `2026-04-11T06:57:22Z` | 11 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
+| `zqchris` | [profile](https://github.com/zqchris) | no | CONTRIBUTOR | 4718d | `2026-03-01T13:09:15Z` | 10 | 5 | weak | low | low | high open PR share; targets high-star repos |
 | `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 10 | 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 |
 | `Jimmy-xuzimo` | [profile](https://github.com/Jimmy-xuzimo) | no | CONTRIBUTOR | 1335d | `2026-02-25T14:46:20Z` | 10 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `lawrence3699` | [profile](https://github.com/lawrence3699) | no | CONTRIBUTOR | 135d | `2026-04-06T08:25:15Z` | 10 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
@@ -59,11 +60,11 @@
 | `VACInc` | [profile](https://github.com/VACInc) | no | CONTRIBUTOR | 4839d | `2026-01-06T03:04:41Z` | 9 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `martingarramon` | [profile](https://github.com/martingarramon) | no | CONTRIBUTOR | 49d | `2026-03-21T22:50:34Z` | 9 | 1 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `stainlu` | [profile](https://github.com/stainlu) | no | CONTRIBUTOR | 1364d | `2026-04-08T01:24:20Z` | 9 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `tianhaocui` | [profile](https://github.com/tianhaocui) | no | CONTRIBUTOR | 2442d | `2026-04-19T04:50:42Z` | 9 | 0 | mixed | moderate | low | high open PR share |
 | `WuKongAI-CMU` | [profile](https://github.com/WuKongAI-CMU) | no | CONTRIBUTOR | 343d | `2026-03-09T20:35:04Z` | 9 | 0 | weak | low | low | young account; high recent PR volume; high open PR share; targets high-star repos |
 | `xinmotlanthua` | [profile](https://github.com/xinmotlanthua) | no | CONTRIBUTOR | ?d | `2026-04-14T03:17:52Z` | 9 | 0 | n/a | n/a | n/a | summary unavailable |
 | `yqli2420` | [profile](https://github.com/yqli2420) | no | CONTRIBUTOR | 3910d | `2026-04-13T18:44:19Z` | 9 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Feelw00` | [profile](https://github.com/Feelw00) | no | NONE | 2690d | `2026-04-08T11:13:23Z` | 8 | 8 | weak | low | low | high open PR share; targets high-star repos |
-| `zqchris` | [profile](https://github.com/zqchris) | no | CONTRIBUTOR | 4718d | `2026-03-01T13:09:15Z` | 8 | 5 | weak | low | low | high open PR share; targets high-star repos |
 | `zhouhe-xydt` | [profile](https://github.com/zhouhe-xydt) | no | CONTRIBUTOR | 44d | `2026-03-10T08:57:32Z` | 8 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `loongfay` | [profile](https://github.com/loongfay) | no | NONE | 3732d | `2026-04-15T14:58:37Z` | 8 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `rubencu` | [profile](https://github.com/rubencu) | no | CONTRIBUTOR | 4684d | `2026-04-13T11:49:44Z` | 8 | 1 | mixed | low | low | high open PR share; targets high-star repos |
@@ -101,7 +102,6 @@
 | `plgonzalezrx8` | [profile](https://github.com/plgonzalezrx8) | no | CONTRIBUTOR | 3595d | `2026-01-31T01:53:17Z` | 6 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `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 |
-| `tianhaocui` | [profile](https://github.com/tianhaocui) | no | CONTRIBUTOR | 2442d | `2026-04-19T04:50:42Z` | 6 | 0 | mixed | moderate | low | high open PR share |
 | `wirjo` | [profile](https://github.com/wirjo) | no | CONTRIBUTOR | 5970d | `2026-04-06T11:49:31Z` | 6 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `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 |
 | `frankekn` | [profile](https://github.com/frankekn) | no | MEMBER | 4714d | `2026-01-29T00:35:02Z` | 5 | 2 | strong | low | low | targets high-star repos |
@@ -118,6 +118,7 @@
 | `YangManBOBO` | [profile](https://github.com/YangManBOBO) | no | NONE | 827d | `2026-03-03T01:36:04Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `zhanggpcsu` | [profile](https://github.com/zhanggpcsu) | no | NONE | 2d | `2026-04-14T07:10:06Z` | 5 | 0 | weak | low | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `ztexydt-cqh` | [profile](https://github.com/ztexydt-cqh) | no | NONE | 1d | `2026-04-16T16:11:40Z` | 5 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
+| `anyech` | [profile](https://github.com/anyech) | no | NONE | 4236d | `2026-02-23T04:42:33Z` | 4 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `dlebee-agent` | [profile](https://github.com/dlebee-agent) | no | NONE | 16d | `2026-04-17T18:21:49Z` | 4 | 2 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `sebykrueger` | [profile](https://github.com/sebykrueger) | no | NONE | 4553d | `2026-04-12T13:47:56Z` | 4 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
@@ -142,7 +143,6 @@
 | `zoneblaze` | [profile](https://github.com/zoneblaze) | no | NONE | 5505d | `2026-04-17T15:38:07Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jinon86` | [profile](https://github.com/jinon86) | no | NONE | 137d | `2026-04-17T15:05:24Z` | 3 | 4 | weak | low | medium | young account; high open PR share; no visible non-self stars |
 | `Ziy1-Tan` | [profile](https://github.com/Ziy1-Tan) | no | CONTRIBUTOR | 2560d | `2026-03-16T02:45:15Z` | 3 | 3 | mixed | low | low | high open PR share; targets high-star repos |
-| `anyech` | [profile](https://github.com/anyech) | no | NONE | 4236d | `2026-02-23T04:42:33Z` | 3 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `LightDriverCS` | [profile](https://github.com/LightDriverCS) | no | NONE | 89d | `2026-04-13T22:53:03Z` | 3 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `yoanndefay` | [profile](https://github.com/yoanndefay) | no | NONE | 2166d | `2026-04-13T15:13:19Z` | 3 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `akinshaywai` | [profile](https://github.com/akinshaywai) | no | NONE | 1855d | `2026-04-15T23:06:37Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -167,7 +167,6 @@
 | `slepybear` | [profile](https://github.com/slepybear) | no | CONTRIBUTOR | 1386d | `2026-04-09T16:25:21Z` | 19 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2026-01-16T21:59:54Z` | 9 | 0 | n/a | n/a | n/a | summary unavailable |
 | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
-| `sercada` | [profile](https://github.com/sercada) | no | CONTRIBUTOR | 3420d | `2026-03-10T14:46:37Z` | 5 | 2 | mixed | low | low | high open PR share; targets high-star repos |
 | `mraleko` | [profile](https://github.com/mraleko) | no | CONTRIBUTOR | 938d | `2026-04-08T03:48:45Z` | 5 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Kyzcreig` | [profile](https://github.com/Kyzcreig) | no | NONE | 4208d | `2026-03-26T04:03:04Z` | 4 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 | `jhsmith409` | [profile](https://github.com/jhsmith409) | no | CONTRIBUTOR | 434d | `2026-04-08T11:54:12Z` | 4 | 3 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -182,7 +181,6 @@
 | `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 |
 | `nfredmond` | [profile](https://github.com/nfredmond) | no | NONE | 3541d | `2026-04-11T23:36:37Z` | 3 | 0 | weak | moderate | low | high open PR share |
 | `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 |
 | `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 |
 | `ajfonthemove` | [profile](https://github.com/ajfonthemove) | no | NONE | 53d | `2026-03-03T06:01:04Z` | 2 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
@@ -223,6 +221,7 @@
 | `IshanDaga` | [profile](https://github.com/IshanDaga) | no | NONE | 4222d | `2026-04-13T19:01:38Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `isopenclaw` | [profile](https://github.com/isopenclaw) | no | NONE | 48d | `2026-04-16T01:27:05Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `iubns` | [profile](https://github.com/iubns) | no | NONE | 4512d | `2026-03-17T18:37:20Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `jaredmarin` | [profile](https://github.com/jaredmarin) | no | NONE | 3319d | `2026-04-19T01:22:18Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `javierdici` | [profile](https://github.com/javierdici) | no | NONE | 1088d | `2026-04-13T03:33:17Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `jdc4429` | [profile](https://github.com/jdc4429) | no | NONE | 3611d | `2026-04-12T20:57:07Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `josmithiii` | [profile](https://github.com/josmithiii) | no | CONTRIBUTOR | 4984d | `2026-04-14T06:34:16Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -245,6 +244,7 @@
 | `Patrick-Erichsen` | [profile](https://github.com/Patrick-Erichsen) | no | NONE | 3581d | `2026-04-16T20:38:05Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `questionares` | [profile](https://github.com/questionares) | no | NONE | 390d | `2026-04-14T10:33:49Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `rogery-coder` | [profile](https://github.com/rogery-coder) | no | NONE | 6d | `2026-04-13T09:10:32Z` | 2 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `Sanjays2402` | [profile](https://github.com/Sanjays2402) | yes | NONE | 2519d | `2026-04-19T08:04:49Z` | 2 | 0 | weak | moderate | low | high open PR share |
 | `seoseo-ai` | [profile](https://github.com/seoseo-ai) | no | NONE | 61d | `2026-04-18T12:56:25Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `serkonyc` | [profile](https://github.com/serkonyc) | no | CONTRIBUTOR | 4509d | `2026-04-12T11:37:04Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `shahyashish` | [profile](https://github.com/shahyashish) | no | NONE | 1601d | `2026-04-15T18:06:48Z` | 2 | 0 | weak | high | low | broad repo spread; high open PR share; no visible non-self stars |
@@ -270,12 +270,13 @@
 | `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 |
 | `monsonego` | [profile](https://github.com/monsonego) | no | NONE | 701d | `2026-04-07T12:27:49Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `richardclawbot` | [profile](https://github.com/richardclawbot) | no | NONE | 31d | `2026-04-10T17:07:12Z` | 4 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `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 |
 | `IVY-AI-gif` | [profile](https://github.com/IVY-AI-gif) | no | CONTRIBUTOR | 2223d | `2026-03-22T16:01:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `latenighthackathon` | [profile](https://github.com/latenighthackathon) | no | NONE | 84d | `2026-04-10T15:42:36Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
-| `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 |
+| `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 |
 | `RedParrotBerkeley` | [profile](https://github.com/RedParrotBerkeley) | no | NONE | 1107d | `2026-04-10T16:29:40Z` | 2 | 3 | mixed | moderate | low | — |
 | `ggzeng` | [profile](https://github.com/ggzeng) | no | NONE | 3560d | `2026-04-09T09:35:59Z` | 2 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `amzzzzzzz` | [profile](https://github.com/amzzzzzzz) | no | CONTRIBUTOR | 850d | `2026-02-12T03:22:43Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -333,6 +334,7 @@
 | `0riginal-claw` | [profile](https://github.com/0riginal-claw) | no | NONE | 42d | `2026-04-14T10:11:04Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `467718584` | [profile](https://github.com/467718584) | no | NONE | 2340d | `2026-04-14T15:21:37Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
+| `allenliang2022` | [profile](https://github.com/allenliang2022) | no | NONE | 1544d | `2026-04-17T11:19:39Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `andydoucet` | [profile](https://github.com/andydoucet) | no | NONE | 2162d | `2026-02-10T21:03:13Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `caox488-a11y` | [profile](https://github.com/caox488-a11y) | no | NONE | 38d | `2026-03-15T18:21:40Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `carlushuang` | [profile](https://github.com/carlushuang) | no | NONE | 4276d | `2026-04-12T13:59:08Z` | 1 | 1 | strong | low | low | — |
@@ -392,6 +394,7 @@
 | `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 |
 | `1bcMax` | [profile](https://github.com/1bcMax) | no | CONTRIBUTOR | ?d | `2026-02-04T17:37:13Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
 | `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) | yes | NONE | 2590d | `2026-04-19T07:23:14Z` | 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 |
 | `aayushprsingh` | [profile](https://github.com/aayushprsingh) | no | NONE | 677d | `2026-04-12T08:37:49Z` | 1 | 0 | mixed | moderate | low | — |
 | `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 |
@@ -404,8 +407,8 @@
 | `alexanderkreidich` | [profile](https://github.com/alexanderkreidich) | no | NONE | 1140d | `2026-04-12T23:34:37Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `alexanderxfgl-bit` | [profile](https://github.com/alexanderxfgl-bit) | no | NONE | 66d | `2026-04-17T12:32:56Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars |
 | `alickgithub2` | [profile](https://github.com/alickgithub2) | no | NONE | 1141d | `2026-04-12T16:15:43Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `alithnar-bot` | [profile](https://github.com/alithnar-bot) | yes | NONE | 76d | `2026-04-19T07:34:45Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `aliyevaladddin` | [profile](https://github.com/aliyevaladddin) | no | NONE | 326d | `2026-04-15T01:10:25Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
-| `allenliang2022` | [profile](https://github.com/allenliang2022) | no | NONE | 1544d | `2026-04-17T11:19:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
@@ -458,7 +461,7 @@
 | `darkamenosa` | [profile](https://github.com/darkamenosa) | no | MEMBER | 4446d | `2026-02-22T00:42:48Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `davidrudduck` | [profile](https://github.com/davidrudduck) | no | CONTRIBUTOR | 2628d | `2026-02-08T20:35:56Z` | 1 | 0 | mixed | low | low | — |
 | `davynci58-byte` | [profile](https://github.com/davynci58-byte) | no | NONE | 11d | `2026-04-13T14:03:07Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `desty` | [profile](https://github.com/desty) | yes | NONE | 5749d | `2026-04-19T06:34:08Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `desty` | [profile](https://github.com/desty) | no | NONE | 5749d | `2026-04-19T06:34:08Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `devlux76` | [profile](https://github.com/devlux76) | no | NONE | 1756d | `2026-04-16T21:12:28Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `devsehyeon` | [profile](https://github.com/devsehyeon) | no | NONE | 2470d | `2026-04-13T15:13:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `DexDevCode` | [profile](https://github.com/DexDevCode) | no | NONE | 66d | `2026-04-16T10:12:28Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -525,7 +528,6 @@
 | `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 |
-| `jaredmarin` | [profile](https://github.com/jaredmarin) | no | NONE | 3319d | `2026-04-19T01:22:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jason-zimmer` | [profile](https://github.com/jason-zimmer) | no | NONE | 3159d | `2026-04-13T22:47:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JASSBR` | [profile](https://github.com/JASSBR) | no | NONE | 1585d | `2026-04-13T11:18:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Jay-ju` | [profile](https://github.com/Jay-ju) | no | NONE | 3831d | `2026-04-17T09:23:25Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -557,7 +559,6 @@
 | `kiranvs46` | [profile](https://github.com/kiranvs46) | no | NONE | 4347d | `2026-04-17T02:41:18Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `klingai-dev` | [profile](https://github.com/klingai-dev) | no | NONE | 4247d | `2026-04-14T12:08:17Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `kryptt` | [profile](https://github.com/kryptt) | no | NONE | 6110d | `2026-04-13T10:56:24Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `kumarshreyak` | [profile](https://github.com/kumarshreyak) | no | NONE | 3863d | `2026-04-12T08:19:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Kzino` | [profile](https://github.com/Kzino) | no | NONE | 3193d | `2026-04-18T16:27:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Laihiujin` | [profile](https://github.com/Laihiujin) | no | NONE | 1705d | `2026-04-16T03:34:07Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs |
 | `langningchen-openclaw` | [profile](https://github.com/langningchen-openclaw) | no | NONE | 0d | `2026-04-17T14:34:30Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
@@ -791,11 +792,11 @@ 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: `2026-04-19T05:25:45Z`
+- repo last seen: `2026-04-19T07:38:07Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **42**
-- snapshot authored PRs/issues: **41 PRs / 1 issues**
+- repo primary artifacts: **43**
+- snapshot authored PRs/issues: **42 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%**)
@@ -804,9 +805,9 @@ Example artifacts:
 - heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
 
 Example artifacts:
+- [PR #68867: fix(security): use manifest registry for phantom plugin check](https://github.com/openclaw/openclaw/pull/68867) — closed
 - [PR #68832: fix(cron): support space-separated tools list for PowerShell compatibility](https://github.com/openclaw/openclaw/pull/68832) — closed
 - [PR #68787: fix(voice-call): skip speakInitialMessage when realtime mode is active](https://github.com/openclaw/openclaw/pull/68787) — closed
-- [PR #68570: fix(matrix): strip mention prefix before slash command matching](https://github.com/openclaw/openclaw/pull/68570) — open
 - [Issue #59034: [macOS] screen.record command not available on node](https://github.com/openclaw/openclaw/issues/59034) — open
 
 ### `hclsys`
@@ -1034,12 +1035,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajalehman)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajalehman)
 - repo first seen: `2026-01-05T21:51:45Z`
-- repo last seen: `2026-04-16T21:46:45Z`
+- repo last seen: `2026-04-19T07:57:08Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **19**
 - snapshot authored PRs/issues: **19 PRs / 0 issues**
-- snapshot discussion activity: **143 comments / 8 reviews / 8 review comments**
+- snapshot discussion activity: **144 comments / 8 reviews / 8 review comments**
 - account age: **5579 days**
 - recent public PR activity: **31 PRs** (22 merged / 5 closed-unmerged / 4 open; merged rate **71%**, closed-unmerged rate **16%**, open rate **13%**)
 - public orgs: none visible
@@ -1637,6 +1638,32 @@ Example artifacts:
 - [PR #68575: fix(telegram): reset sessions after unrecoverable context overflow](https://github.com/openclaw/openclaw/pull/68575) — open
 - [PR #68125: fix: Control UI runtime content filtering (#68094)](https://github.com/openclaw/openclaw/pull/68125) — closed
 
+### `zqchris`
+
+- profile: [github.com/zqchris](https://github.com/zqchris)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Azqchris)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Azqchris)
+- repo first seen: `2026-03-01T13:09:15Z`
+- repo last seen: `2026-04-19T08:19:09Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **15**
+- snapshot authored PRs/issues: **10 PRs / 5 issues**
+- snapshot discussion activity: **26 comments / 0 reviews / 0 review comments**
+- account age: **4718 days**
+- recent public PR activity: **7 PRs** (0 merged / 2 closed-unmerged / 5 open; merged rate **0%**, closed-unmerged rate **29%**, open rate **71%**)
+- 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 #68877: feat(auto-reply): preserve TTS transcript on audio-as-voice payloads](https://github.com/openclaw/openclaw/pull/68877) — open
+- [PR #68869: fix(agents): preserve spoken text in tts tool result](https://github.com/openclaw/openclaw/pull/68869) — open
+- [PR #68048: fix(agents): harden toolResult details persistence policy (stringify undefined + double-cap)](https://github.com/openclaw/openclaw/pull/68048) — open
+- [Issue #67942: REM topic extraction produces role-tag / boilerplate "themes" on chat transcripts (frequency-based signal is structurally unsuited to chat corpus)](https://github.com/openclaw/openclaw/issues/67942) — open
+- [Issue #33377: BlueBubbles: voice messages sent as file attachments instead of iMessage voice bubbles](https://github.com/openclaw/openclaw/issues/33377) — closed
+- [Issue #31846: Ollama auto-discovery causes connection storm when target is unreachable (no backoff/caching)](https://github.com/openclaw/openclaw/issues/31846) — closed
+
 ### `armorbreak001`
 
 - profile: [github.com/armorbreak001](https://github.com/armorbreak001)
@@ -1897,6 +1924,29 @@ Example artifacts:
 - [PR #67785: fix(agents): scope nested lane per target session to stop cross-agent blocking (#67502)](https://github.com/openclaw/openclaw/pull/67785) — closed, merged
 - [Issue #67934: [feature request] Auto-apply auth.applyConfig at plugin-load time for Category B providers (defineSingleProviderPluginEntry)](https://github.com/openclaw/openclaw/issues/67934) — closed
 
+### `tianhaocui`
+
+- profile: [github.com/tianhaocui](https://github.com/tianhaocui)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Atianhaocui)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Atianhaocui)
+- repo first seen: `2026-04-19T04:50:42Z`
+- repo last seen: `2026-04-19T07:50:04Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **9**
+- snapshot authored PRs/issues: **9 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2442 days**
+- recent public PR activity: **19 PRs** (9 merged / 2 closed-unmerged / 8 open; merged rate **47%**, closed-unmerged rate **11%**, open rate **42%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #68870: fix(memory): expand English stopword list for concept vocabulary](https://github.com/openclaw/openclaw/pull/68870) — open
+- [PR #68865: fix(feishu): add application-level WebSocket reconnection with backoff](https://github.com/openclaw/openclaw/pull/68865) — open
+- [PR #68863: fix: prevent prompt token double-counting in tool-use loops](https://github.com/openclaw/openclaw/pull/68863) — open
+
 ### `WuKongAI-CMU`
 
 - profile: [github.com/WuKongAI-CMU](https://github.com/WuKongAI-CMU)
@@ -1993,32 +2043,6 @@ Example artifacts:
 - [Issue #68841: gateway/usage: costUsageCache has no cap/prune — stale entries accumulate across days](https://github.com/openclaw/openclaw/issues/68841) — open
 - [Issue #68838: auto-reply queue: drain finally deletes FOLLOWUP_QUEUES entry without identity check, orphaning post-/stop queue](https://github.com/openclaw/openclaw/issues/68838) — open
 
-### `zqchris`
-
-- profile: [github.com/zqchris](https://github.com/zqchris)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Azqchris)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Azqchris)
-- repo first seen: `2026-03-01T13:09:15Z`
-- repo last seen: `2026-04-17T08:45:44Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **13**
-- snapshot authored PRs/issues: **8 PRs / 5 issues**
-- snapshot discussion activity: **26 comments / 0 reviews / 0 review comments**
-- account age: **4718 days**
-- recent public PR activity: **7 PRs** (0 merged / 2 closed-unmerged / 5 open; merged rate **0%**, closed-unmerged rate **29%**, open rate **71%**)
-- 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 #68048: fix(agents): harden toolResult details persistence policy (stringify undefined + double-cap)](https://github.com/openclaw/openclaw/pull/68048) — open
-- [PR #67962: feat(agents): add tool-result details persistence policy (full/truncated/none)](https://github.com/openclaw/openclaw/pull/67962) — open
-- [PR #66548: memory: strip inbound metadata envelopes from user messages in session corpus](https://github.com/openclaw/openclaw/pull/66548) — open
-- [Issue #67942: REM topic extraction produces role-tag / boilerplate "themes" on chat transcripts (frequency-based signal is structurally unsuited to chat corpus)](https://github.com/openclaw/openclaw/issues/67942) — open
-- [Issue #33377: BlueBubbles: voice messages sent as file attachments instead of iMessage voice bubbles](https://github.com/openclaw/openclaw/issues/33377) — closed
-- [Issue #31846: Ollama auto-discovery causes connection storm when target is unreachable (no backoff/caching)](https://github.com/openclaw/openclaw/issues/31846) — closed
-
 ### `zhouhe-xydt`
 
 - profile: [github.com/zhouhe-xydt](https://github.com/zhouhe-xydt)
@@ -2885,29 +2909,6 @@ 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
 
-### `tianhaocui`
-
-- profile: [github.com/tianhaocui](https://github.com/tianhaocui)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Atianhaocui)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Atianhaocui)
-- repo first seen: `2026-04-19T04:50:42Z`
-- repo last seen: `2026-04-19T07:19:47Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **6**
-- snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2442 days**
-- recent public PR activity: **19 PRs** (9 merged / 2 closed-unmerged / 8 open; merged rate **47%**, closed-unmerged rate **11%**, open rate **42%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share**
-
-Example artifacts:
-- [PR #68857: feat: add gateway.nodes.invokeTimeoutMs config option](https://github.com/openclaw/openclaw/pull/68857) — open
-- [PR #68855: fix: guard against non-string content delta and thinking blocks](https://github.com/openclaw/openclaw/pull/68855) — open
-- [PR #68849: fix: add "claude" to Windows cmdCommands shim allowlist](https://github.com/openclaw/openclaw/pull/68849) — open
-
 ### `wirjo`
 
 - profile: [github.com/wirjo](https://github.com/wirjo)
@@ -3283,6 +3284,31 @@ Example artifacts:
 - [PR #68070: fix: prevent infinite retry loops on tool parameter validation errors](https://github.com/openclaw/openclaw/pull/68070) — open
 - [PR #67808: fix: : Control UI: sent messages don't render until hard refresh](https://github.com/openclaw/openclaw/pull/67808) — closed
 
+### `anyech`
+
+- profile: [github.com/anyech](https://github.com/anyech)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aanyech)
+- 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: `2026-04-19T07:52:57Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **4 PRs / 2 issues**
+- snapshot discussion activity: **29 comments / 1 reviews / 1 review comments**
+- account age: **4236 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 #68505: fix(memory-core): normalize REM preview heading levels](https://github.com/openclaw/openclaw/pull/68505) — open
+- [PR #68453: fix(cron): preserve silent tool-result `NO_REPLY` on empty final turn](https://github.com/openclaw/openclaw/pull/68453) — open
+- [PR #68411: fix(active-memory): honor timeoutMs values up to 90s](https://github.com/openclaw/openclaw/pull/68411) — closed
+- [Issue #68452: [Bug]: isolated cron turns can misclassify exact `NO_REPLY` tool results as incomplete when the final assistant message is empty](https://github.com/openclaw/openclaw/issues/68452) — open
+- [Issue #68410: [Bug]: Active Memory silently normalizes configured `timeoutMs` above 60000 down to 60000 at runtime](https://github.com/openclaw/openclaw/issues/68410) — closed
+
 ### `dlebee-agent`
 
 - profile: [github.com/dlebee-agent](https://github.com/dlebee-agent)
@@ -3848,31 +3874,6 @@ Example artifacts:
 - [Issue #67656: [Security]: Config API redaction does not cover browser.cdpUrl paths](https://github.com/openclaw/openclaw/issues/67656) — closed
 - [Issue #53368: Dashboard: Exec approval command content overflows UI when command is too long](https://github.com/openclaw/openclaw/issues/53368) — closed
 
-### `anyech`
-
-- profile: [github.com/anyech](https://github.com/anyech)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aanyech)
-- 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: `2026-04-19T05:53:26Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **3 PRs / 2 issues**
-- snapshot discussion activity: **27 comments / 1 reviews / 1 review comments**
-- account age: **4236 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 #68505: fix(memory-core): normalize REM preview heading levels](https://github.com/openclaw/openclaw/pull/68505) — open
-- [PR #68453: fix(cron): preserve silent tool-result `NO_REPLY` on empty final turn](https://github.com/openclaw/openclaw/pull/68453) — open
-- [PR #68411: fix(active-memory): honor timeoutMs values up to 90s](https://github.com/openclaw/openclaw/pull/68411) — closed
-- [Issue #68452: [Bug]: isolated cron turns can misclassify exact `NO_REPLY` tool results as incomplete when the final assistant message is empty](https://github.com/openclaw/openclaw/issues/68452) — open
-- [Issue #68410: [Bug]: Active Memory silently normalizes configured `timeoutMs` above 60000 down to 60000 at runtime](https://github.com/openclaw/openclaw/issues/68410) — closed
-
 ### `LightDriverCS`
 
 - profile: [github.com/LightDriverCS](https://github.com/LightDriverCS)
@@ -4431,31 +4432,6 @@ Example artifacts:
 - [Issue #65715: anthropic-vertex models missing after upgrade to 2026.4.11](https://github.com/openclaw/openclaw/issues/65715) — open
 - [Issue #61717: [Feature]: Add GitHub Copilot as memory search embedding provider](https://github.com/openclaw/openclaw/issues/61717) — closed
 
-### `sercada`
-
-- profile: [github.com/sercada](https://github.com/sercada)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asercada)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asercada)
-- repo first seen: `2026-03-10T14:46:37Z`
-- repo last seen: `2026-04-16T21:47:34Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **5 PRs / 2 issues**
-- snapshot discussion activity: **12 comments / 0 reviews / 0 review comments**
-- account age: **3420 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 #65248: fix(acp): bypass bound slash commands to local handlers](https://github.com/openclaw/openclaw/pull/65248) — open
-- [PR #65240: fix(plugins): restore cached memory capability on cache hits](https://github.com/openclaw/openclaw/pull/65240) — closed, merged
-- [PR #63167: fix(memory): report missing qmd workspace cwd](https://github.com/openclaw/openclaw/pull/63167) — open
-- [Issue #63159: Docs: recommend a hybrid QMD + memory-wiki bridge architecture](https://github.com/openclaw/openclaw/issues/63159) — closed
-- [Issue #63157: Bug: cached plugin restore drops memory capability and breaks memory-wiki bridge imports](https://github.com/openclaw/openclaw/issues/63157) — closed
-
 ### `mraleko`
 
 - profile: [github.com/mraleko](https://github.com/mraleko)
@@ -4796,31 +4772,6 @@ Example artifacts:
 - [PR #65342: fix(memory-wiki): preserve Unicode slugs and contradiction keys](https://github.com/openclaw/openclaw/pull/65342) — closed
 - [PR #64647: Allow per-agent memory backend overrides](https://github.com/openclaw/openclaw/pull/64647) — open
 
-### `OpenCodeEngineer`
-
-- profile: [github.com/OpenCodeEngineer](https://github.com/OpenCodeEngineer)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AOpenCodeEngineer)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AOpenCodeEngineer)
-- repo first seen: `2026-04-11T01:14:43Z`
-- repo last seen: `2026-04-18T02:33:31Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **11**
-- snapshot authored PRs/issues: **2 PRs / 9 issues**
-- snapshot discussion activity: **8 comments / 0 reviews / 0 review comments**
-- account age: **61 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: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **very new account; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #68370: Web UI: constrain chat thread and input to 920px max-width](https://github.com/openclaw/openclaw/pull/68370) — closed
-- [PR #65254: fix(agents): classify unknown-no-details Responses failures as unknown for failover](https://github.com/openclaw/openclaw/pull/65254) — open
-- [Issue #68369: Web UI: new chat window stretches full width (regression)](https://github.com/openclaw/openclaw/issues/68369) — open
-- [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
-
 ### `717986230`
 
 - profile: [github.com/717986230](https://github.com/717986230)
@@ -5731,6 +5682,28 @@ Example artifacts:
 - [PR #67346: Scripts: use path.basename for pnpm to fix shell execution on Windows](https://github.com/openclaw/openclaw/pull/67346) — open
 - [PR #67290: fix(ui): remove duplicate usage page header](https://github.com/openclaw/openclaw/pull/67290) — open
 
+### `jaredmarin`
+
+- profile: [github.com/jaredmarin](https://github.com/jaredmarin)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajaredmarin)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajaredmarin)
+- repo first seen: `2026-04-19T01:22:18Z`
+- repo last seen: `2026-04-19T07:24:00Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **3319 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 #68861: feat: integrate Mission Control v3.0 UI updates](https://github.com/openclaw/openclaw/pull/68861) — open
+- [PR #68756: feat: integrate Mission Control v3.0 UI updates](https://github.com/openclaw/openclaw/pull/68756) — closed
+
 ### `javierdici`
 
 - profile: [github.com/javierdici](https://github.com/javierdici)
@@ -6133,12 +6106,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Apandego)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Apandego)
 - repo first seen: `2026-02-20T21:19:18Z`
-- repo last seen: `2026-04-18T16:31:37Z`
+- repo last seen: `2026-04-19T07:47:02Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **66 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **67 comments / 4 reviews / 4 review comments**
 - account age: **4334 days**
 - recent public PR activity: **9 PRs** (2 merged / 0 closed-unmerged / 7 open; merged rate **22%**, closed-unmerged rate **0%**, open rate **78%**)
 - public orgs: none visible
@@ -6215,6 +6188,28 @@ Example artifacts:
 - [PR #65947: fix(codex): materialize synthetic auth in catalog](https://github.com/openclaw/openclaw/pull/65947) — closed
 - [PR #65830: fix: skip invalid PI custom model providers](https://github.com/openclaw/openclaw/pull/65830) — closed
 
+### `Sanjays2402`
+
+- profile: [github.com/Sanjays2402](https://github.com/Sanjays2402)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ASanjays2402)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ASanjays2402)
+- repo first seen: `2026-04-19T08:04:49Z`
+- repo last seen: `2026-04-19T08:19:03Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **2519 days**
+- recent public PR activity: **7 PRs** (0 merged / 0 closed-unmerged / 7 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #68876: fix(memory): filter cron-triggered sessions and NO_REPLY sentinels from dreaming corpus (addresses #68449)](https://github.com/openclaw/openclaw/pull/68876) — open
+- [PR #68873: fix(auto-reply): dedupe block replies on normalized media paths (fixes #68862)](https://github.com/openclaw/openclaw/pull/68873) — open
+
 ### `seoseo-ai`
 
 - profile: [github.com/seoseo-ai](https://github.com/seoseo-ai)
@@ -6555,12 +6550,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AJerry-Xin)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJerry-Xin)
 - repo first seen: `2026-03-13T06:51:39Z`
-- repo last seen: `2026-04-19T04:08:25Z`
+- repo last seen: `2026-04-19T08:07:21Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **119 comments / 15 reviews / 15 review comments**
+- snapshot discussion activity: **121 comments / 15 reviews / 15 review comments**
 - account age: **4826 days**
 - recent public PR activity: **7 PRs** (3 merged / 1 closed-unmerged / 3 open; merged rate **43%**, closed-unmerged rate **14%**, open rate **43%**)
 - public orgs: none visible
@@ -6683,7 +6678,7 @@ Example artifacts:
 - heuristic read: **very new account**
 
 Example artifacts:
-- [PR #68650: fix: omit thinkingConfig for Gemini 3 Pro disabled case (fixes #62470)](https://github.com/openclaw/openclaw/pull/68650) — open
+- [PR #68650: fix: omit thinkingConfig for Gemini 3 Pro disabled case (fixes #62470)](https://github.com/openclaw/openclaw/pull/68650) — closed
 - [PR #62836: Add Slack Block Kit support for agent messages render blocks/buttons/sections](https://github.com/openclaw/openclaw/pull/62836) — open
 - [PR #62494: 在 Clawhub 加上 Rate Limit 可視性（回傳 headers/文件/顯示剩餘額度），避免「限制太兇但看不到原因」](https://github.com/openclaw/openclaw/pull/62494) — open
 
@@ -6780,6 +6775,29 @@ Example artifacts:
 - [PR #62483: fix: preserve explicit provider prefixes for slash-delimited chat models [AI-assisted]](https://github.com/openclaw/openclaw/pull/62483) — closed, draft
 - [PR #62482: fix: refresh subsystem file loggers across daily log rollovers [AI-assisted]](https://github.com/openclaw/openclaw/pull/62482) — open
 
+### `richardclawbot`
+
+- profile: [github.com/richardclawbot](https://github.com/richardclawbot)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Arichardclawbot)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arichardclawbot)
+- repo first seen: `2026-04-10T17:07:12Z`
+- repo last seen: `2026-04-19T07:59:06Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **31 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 **medium**
+- heuristic read: **very new account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68872: docs(acp): clarify Claude/Codex settings inheritance](https://github.com/openclaw/openclaw/pull/68872) — open
+- [PR #65242: fix: CompletionDeliveryGate to prevent duplicate ACP completion delivery](https://github.com/openclaw/openclaw/pull/65242) — open
+- [PR #65013: fix(tasks): silence acp child-session completion banners](https://github.com/openclaw/openclaw/pull/65013) — open
+
 ### `kakahu2015`
 
 - profile: [github.com/kakahu2015](https://github.com/kakahu2015)
@@ -6896,28 +6914,30 @@ Example artifacts:
 - [PR #64398: fix(cli): strip null bytes from system prompt before spawn](https://github.com/openclaw/openclaw/pull/64398) — closed
 - [PR #64390: fix(model): guard normalizeResolvedModel against undefined model param](https://github.com/openclaw/openclaw/pull/64390) — open
 
-### `richardclawbot`
+### `OpenCodeEngineer`
 
-- profile: [github.com/richardclawbot](https://github.com/richardclawbot)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Arichardclawbot)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arichardclawbot)
-- repo first seen: `2026-04-10T17:07:12Z`
-- repo last seen: `2026-04-12T07:52:20Z`
+- profile: [github.com/OpenCodeEngineer](https://github.com/OpenCodeEngineer)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AOpenCodeEngineer)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AOpenCodeEngineer)
+- repo first seen: `2026-04-11T01:14:43Z`
+- repo last seen: `2026-04-18T02:33:31Z`
 - first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **31 days**
-- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **11**
+- snapshot authored PRs/issues: **2 PRs / 9 issues**
+- snapshot discussion activity: **8 comments / 0 reviews / 0 review comments**
+- account age: **61 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: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; high open PR share; targets high-star repos**
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **very new account; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #65242: fix: CompletionDeliveryGate to prevent duplicate ACP completion delivery](https://github.com/openclaw/openclaw/pull/65242) — open
-- [PR #65013: fix(tasks): silence acp child-session completion banners](https://github.com/openclaw/openclaw/pull/65013) — open
-- [PR #64416: fix(acp): normalize completion delivery guidance](https://github.com/openclaw/openclaw/pull/64416) — open
+- [PR #68370: Web UI: constrain chat thread and input to 920px max-width](https://github.com/openclaw/openclaw/pull/68370) — closed
+- [PR #65254: fix(agents): classify unknown-no-details Responses failures as unknown for failover](https://github.com/openclaw/openclaw/pull/65254) — open
+- [Issue #68369: Web UI: new chat window stretches full width (regression)](https://github.com/openclaw/openclaw/issues/68369) — open
+- [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
 
 ### `RedParrotBerkeley`
 
@@ -7043,12 +7063,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AGodsBoy)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AGodsBoy)
 - repo first seen: `2026-01-30T20:39:12Z`
-- repo last seen: `2026-04-17T10:56:31Z`
+- repo last seen: `2026-04-19T07:21:56Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **73 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **75 comments / 1 reviews / 1 review comments**
 - account age: **4554 days**
 - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
 - public orgs: none visible
@@ -7622,12 +7642,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Awangshu94)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Awangshu94)
 - repo first seen: `2026-03-24T16:29:43Z`
-- repo last seen: `2026-04-16T13:55:42Z`
+- repo last seen: `2026-04-19T07:51:12Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **2454 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
@@ -8219,6 +8239,28 @@ Example artifacts:
 - [PR #67662: fix(run): preserve model-scoped cooldown writes on incomplete turns](https://github.com/openclaw/openclaw/pull/67662) — open
 - [Issue #67661: Model-scoped cooldowns are not persisted for incomplete-turn exhaustion paths](https://github.com/openclaw/openclaw/issues/67661) — open
 
+### `allenliang2022`
+
+- profile: [github.com/allenliang2022](https://github.com/allenliang2022)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aallenliang2022)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aallenliang2022)
+- repo first seen: `2026-04-17T11:19:39Z`
+- repo last seen: `2026-04-19T07:38:41Z`
+- 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: **1544 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 #68089: mattermost: fix /oc_* slash command 503 from duplicate slash-state instance](https://github.com/openclaw/openclaw/pull/68089) — open
+- [Issue #68868: fix(context-overflow-diag): jinja template "No user query" errors are misclassified as context overflow](https://github.com/openclaw/openclaw/issues/68868) — open
+
 ### `andydoucet`
 
 - profile: [github.com/andydoucet](https://github.com/andydoucet)
@@ -8599,12 +8641,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AHaseebDev)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AHaseebDev)
 - repo first seen: `2026-04-19T02:58:49Z`
-- repo last seen: `2026-04-19T04:31:34Z`
+- repo last seen: `2026-04-19T07:38:23Z`
 - 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**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
 - account age: **2568 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
@@ -8797,12 +8839,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AJoeshpCheung)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJoeshpCheung)
 - repo first seen: `2026-04-18T15:28:55Z`
-- repo last seen: `2026-04-18T18:46:21Z`
+- repo last seen: `2026-04-19T08:06:59Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
 - account age: **2752 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
@@ -9517,6 +9559,27 @@ Example artifacts:
 Example artifacts:
 - [PR #67098: feat: add configurable concurrency for CommandLane.Nested](https://github.com/openclaw/openclaw/pull/67098) — open
 
+### `404notfoundhh`
+
+- profile: [github.com/404notfoundhh](https://github.com/404notfoundhh)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3A404notfoundhh)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3A404notfoundhh)
+- repo first seen: `2026-04-19T07:23:14Z`
+- repo last seen: `2026-04-19T07:23:14Z`
+- 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: **2590 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 #68860: Agents: emit turn events from embedded sessions](https://github.com/openclaw/openclaw/pull/68860) — open
+
 ### `a137460387`
 
 - profile: [github.com/a137460387](https://github.com/a137460387)
@@ -9769,6 +9832,27 @@ Example artifacts:
 Example artifacts:
 - [PR #65449: [Bug]: fix(amazon-bedrock): add au. prefix support for Australia/NZ inference profiles](https://github.com/openclaw/openclaw/pull/65449) — open
 
+### `alithnar-bot`
+
+- profile: [github.com/alithnar-bot](https://github.com/alithnar-bot)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aalithnar-bot)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aalithnar-bot)
+- repo first seen: `2026-04-19T07:34:45Z`
+- repo last seen: `2026-04-19T07:34:45Z`
+- 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: **76 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 #68866: fix(auth): invalidate stale runtime auth snapshots when auth files change](https://github.com/openclaw/openclaw/pull/68866) — open
+
 ### `aliyevaladddin`
 
 - profile: [github.com/aliyevaladddin](https://github.com/aliyevaladddin)
@@ -9790,27 +9874,6 @@ Example artifacts:
 Example artifacts:
 - [PR #66898: Pull Request: Windows Native Wrapper & Hardened Installer 🛡️🦞](https://github.com/openclaw/openclaw/pull/66898) — open
 
-### `allenliang2022`
-
-- profile: [github.com/allenliang2022](https://github.com/allenliang2022)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aallenliang2022)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aallenliang2022)
-- repo first seen: `2026-04-17T11:19:39Z`
-- repo last seen: `2026-04-17T12:41:46Z`
-- 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: **1544 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 #68089: mattermost: fix /oc_* slash command 503 from duplicate slash-state instance](https://github.com/openclaw/openclaw/pull/68089) — open
-
 ### `andyylin`
 
 - profile: [github.com/andyylin](https://github.com/andyylin)
@@ -10910,7 +10973,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adesty)
 - repo first seen: `2026-04-19T06:34:08Z`
 - repo last seen: `2026-04-19T06:34:08Z`
-- 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**
@@ -12310,27 +12373,6 @@ Example artifacts:
 Example artifacts:
 - [PR #66878: feat: add /spawn subagent command alias](https://github.com/openclaw/openclaw/pull/66878) — closed
 
-### `jaredmarin`
-
-- profile: [github.com/jaredmarin](https://github.com/jaredmarin)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajaredmarin)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajaredmarin)
-- repo first seen: `2026-04-19T01:22:18Z`
-- repo last seen: `2026-04-19T01:22:18Z`
-- 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: **3319 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 #68756: feat: integrate Mission Control v3.0 UI updates](https://github.com/openclaw/openclaw/pull/68756) — open
-
 ### `jason-zimmer`
 
 - profile: [github.com/jason-zimmer](https://github.com/jason-zimmer)
@@ -12982,27 +13024,6 @@ Example artifacts:
 Example artifacts:
 - [PR #65898: feat(agents): split LLM timeout into first-token and idle phases](https://github.com/openclaw/openclaw/pull/65898) — open
 
-### `kumarshreyak`
-
-- profile: [github.com/kumarshreyak](https://github.com/kumarshreyak)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akumarshreyak)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akumarshreyak)
-- repo first seen: `2026-04-12T08:19:01Z`
-- repo last seen: `2026-04-18T04:33:54Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 5 reviews / 5 review comments**
-- account age: **3863 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 #65253: image-generation-core: add deterministic pixel-art placeholder MVP](https://github.com/openclaw/openclaw/pull/65253) — open
-
 ### `Kzino`
 
 - profile: [github.com/Kzino](https://github.com/Kzino)
@@ -14534,7 +14555,7 @@ Example artifacts:
 - heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #68670: fix(minimax): promote thinking-only finals to text on openai-completions](https://github.com/openclaw/openclaw/pull/68670) — open
+- [PR #68670: fix(minimax): promote thinking-only finals to text on openai-completions](https://github.com/openclaw/openclaw/pull/68670) — closed
 
 ### `reopenpilot`
 

new_contributors.parquet

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+size 123223911

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reviews.parquet

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+size 1542668

snapshots/20260419T082035Z/manifest.json

@@ -0,0 +1,39 @@
+{
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+    "new_contributors_json": "new-contributors-report.json",
+    "new_contributors_markdown": "new-contributors-report.md",
+    "new_contributors_parquet": "new_contributors.parquet"
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+    "pr_diffs": 3560,
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+    "pull_requests": 3560,
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+  "repo": "openclaw/openclaw",
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+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
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-  "latest_snapshot_id": "20260419T072034Z",
+  "archived_manifest_path": "snapshots/20260419T082035Z/manifest.json",
+  "latest_snapshot_id": "20260419T082035Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-19T07:20:34Z",
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   "repo": "openclaw/openclaw",
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 }

state/watermark.json

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 {
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   "repo": "openclaw/openclaw",
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 }