Refresh openclaw dataset snapshot 20260419T162034Z

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: `20260419T152035Z`
-- Generated: `2026-04-19T15:22:20Z`
+- Snapshot: `20260419T162034Z`
+- Generated: `2026-04-19T16:22:52Z`
 - Activity window: `7d`
-- Contributors: `693`
+- Contributors: `691`
 
 ## 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` | 52 | 49 | weak | moderate | medium | young account; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
-| `nightq` | [profile](https://github.com/nightq) | no | CONTRIBUTOR | 4825d | `2026-04-01T13:17:35Z` | 43 | 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` | 44 | 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` | 42 | 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` | 38 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
@@ -21,11 +21,11 @@
 | `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 31 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
 | `eleqtrizit` | [profile](https://github.com/eleqtrizit) | no | CONTRIBUTOR | 3150d | `2026-04-07T18:17:36Z` | 23 | 0 | strong | low | low | targets high-star repos |
 | `mbelinky` | [profile](https://github.com/mbelinky) | no | CONTRIBUTOR | 1077d | `2026-02-08T09:07:45Z` | 22 | 0 | strong | low | low | targets high-star repos |
+| `obviyus` | [profile](https://github.com/obviyus) | no | CONTRIBUTOR | 3510d | `2026-01-04T13:17:28Z` | 21 | 0 | strong | low | low | targets high-star repos |
 | `oraculoos` | [profile](https://github.com/oraculoos) | no | NONE | ?d | `2026-04-14T13:16:27Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
 | `coygeek` | [profile](https://github.com/coygeek) | no | CONTRIBUTOR | 2164d | `2026-01-31T03:06:37Z` | 19 | 20 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `Eruditi` | [profile](https://github.com/Eruditi) | no | NONE | 1072d | `2026-04-16T15:08:41Z` | 19 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `jalehman` | [profile](https://github.com/jalehman) | no | CONTRIBUTOR | 5579d | `2026-01-05T21:51:45Z` | 19 | 0 | mixed | low | low | high recent PR volume; targets high-star repos |
-| `obviyus` | [profile](https://github.com/obviyus) | no | CONTRIBUTOR | 3510d | `2026-01-04T13:17:28Z` | 19 | 0 | strong | low | low | targets high-star repos |
 | `omarshahine` | [profile](https://github.com/omarshahine) | no | CONTRIBUTOR | 4126d | `2026-02-20T03:30:56Z` | 18 | 10 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `mcaxtr` | [profile](https://github.com/mcaxtr) | no | MEMBER | 4358d | `2026-02-04T01:45:00Z` | 18 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 | `BunsDev` | [profile](https://github.com/BunsDev) | no | MEMBER | 2087d | `2026-02-07T11:32:40Z` | 18 | 0 | strong | moderate | low | high recent PR volume |
@@ -51,6 +51,7 @@
 | `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 |
 | `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 11 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
 | `zqchris` | [profile](https://github.com/zqchris) | no | CONTRIBUTOR | 4718d | `2026-03-01T13:09:15Z` | 10 | 5 | weak | low | low | high open PR share; targets high-star repos |
+| `martingarramon` | [profile](https://github.com/martingarramon) | no | CONTRIBUTOR | 49d | `2026-03-21T22:50:34Z` | 10 | 2 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `Jimmy-xuzimo` | [profile](https://github.com/Jimmy-xuzimo) | no | CONTRIBUTOR | 1335d | `2026-02-25T14:46:20Z` | 10 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `lawrence3699` | [profile](https://github.com/lawrence3699) | no | CONTRIBUTOR | 135d | `2026-04-06T08:25:15Z` | 10 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `Linux2010` | [profile](https://github.com/Linux2010) | no | CONTRIBUTOR | 3021d | `2026-02-28T09:30:44Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -60,7 +61,6 @@
 | `tianhaocui` | [profile](https://github.com/tianhaocui) | no | CONTRIBUTOR | 2442d | `2026-04-19T04:50:42Z` | 10 | 0 | mixed | moderate | low | high open PR share |
 | `pfrederiksen` | [profile](https://github.com/pfrederiksen) | no | NONE | 5392d | `2026-04-14T16:42:04Z` | 9 | 4 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `VACInc` | [profile](https://github.com/VACInc) | no | CONTRIBUTOR | 4839d | `2026-01-06T03:04:41Z` | 9 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `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 |
 | `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 |
@@ -76,6 +76,7 @@
 | `duqaXxX` | [profile](https://github.com/duqaXxX) | no | CONTRIBUTOR | 4000d | `2026-04-09T23:20:27Z` | 8 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `jlapenna` | [profile](https://github.com/jlapenna) | no | CONTRIBUTOR | 6304d | `2026-04-03T04:12:38Z` | 8 | 0 | weak | low | low | high open PR share |
 | `Magicray1217` | [profile](https://github.com/Magicray1217) | no | NONE | 34d | `2026-04-13T10:47:52Z` | 8 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
+| `Mlightsnow` | [profile](https://github.com/Mlightsnow) | no | CONTRIBUTOR | 1899d | `2026-04-09T22:29:10Z` | 8 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `onutc` | [profile](https://github.com/onutc) | no | CONTRIBUTOR | 874d | `2026-01-08T12:30:20Z` | 8 | 0 | strong | low | low | targets high-star repos |
 | `suboss87` | [profile](https://github.com/suboss87) | no | CONTRIBUTOR | 4078d | `2026-03-13T04:40:38Z` | 8 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `mjamiv` | [profile](https://github.com/mjamiv) | no | CONTRIBUTOR | 977d | `2026-04-08T18:58:33Z` | 7 | 5 | mixed | low | low | high open PR share; targets high-star repos |
@@ -88,11 +89,11 @@
 | `ImLukeF` | [profile](https://github.com/ImLukeF) | no | MEMBER | 1650d | `2026-03-10T16:03:05Z` | 7 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `Kailigithub` | [profile](https://github.com/Kailigithub) | no | NONE | 4001d | `2026-04-19T01:02:35Z` | 7 | 0 | weak | low | low | high open PR share |
 | `likewen-tech` | [profile](https://github.com/likewen-tech) | no | NONE | 477d | `2026-04-17T13:44:27Z` | 7 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `Mlightsnow` | [profile](https://github.com/Mlightsnow) | no | CONTRIBUTOR | 1899d | `2026-04-09T22:29:10Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | NONE | 1526d | `2026-04-14T18:43:33Z` | 7 | 0 | mixed | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
 | `oliviareid-svg` | [profile](https://github.com/oliviareid-svg) | no | CONTRIBUTOR | 27d | `2026-03-22T06:41:01Z` | 7 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `wade-microblueworld` | [profile](https://github.com/wade-microblueworld) | no | NONE | 2336d | `2026-04-17T10:35:38Z` | 7 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `BKF-Gitty` | [profile](https://github.com/BKF-Gitty) | no | CONTRIBUTOR | 53d | `2026-04-11T18:30:35Z` | 6 | 2 | strong | low | low | very new account; targets high-star repos |
+| `lyfuci` | [profile](https://github.com/lyfuci) | no | NONE | 3970d | `2026-03-04T12:15:50Z` | 6 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `yfge` | [profile](https://github.com/yfge) | no | CONTRIBUTOR | 5272d | `2026-02-16T06:14:40Z` | 6 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `amittell` | [profile](https://github.com/amittell) | no | CONTRIBUTOR | 5191d | `2026-02-23T20:22:28Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `bluesky6868` | [profile](https://github.com/bluesky6868) | no | NONE | 3181d | `2026-04-17T22:26:25Z` | 6 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -107,7 +108,6 @@
 | `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 |
 | `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 |
 | `kesslerio` | [profile](https://github.com/kesslerio) | no | NONE | 4923d | `2026-01-29T00:28:18Z` | 5 | 2 | weak | low | low | high open PR share |
-| `lyfuci` | [profile](https://github.com/lyfuci) | no | NONE | 3970d | `2026-03-04T12:15:50Z` | 5 | 1 | weak | low | low | high open PR share; 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 |
 | `sliverp` | [profile](https://github.com/sliverp) | no | MEMBER | 2933d | `2026-02-06T14:44:05Z` | 5 | 1 | mixed | low | low | targets high-star repos |
 | `altaywtf` | [profile](https://github.com/altaywtf) | no | MEMBER | 4168d | `2026-03-01T16:30:13Z` | 5 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -168,17 +168,16 @@
 | `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 |
 | `chen-zhang-cs-code` | [profile](https://github.com/chen-zhang-cs-code) | no | CONTRIBUTOR | 118d | `2026-03-18T08:15:21Z` | 6 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
+| `steipete` | [profile](https://github.com/steipete) | no | CONTRIBUTOR | 6258d | `2025-11-26T16:46:20Z` | 5 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `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 |
 | `richardclawbot` | [profile](https://github.com/richardclawbot) | no | NONE | 31d | `2026-04-10T17:07:12Z` | 5 | 0 | weak | low | medium | very new account; 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 |
 | `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 |
 | `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 |
 | `jerome-benoit` | [profile](https://github.com/jerome-benoit) | no | NONE | 4459d | `2026-03-12T22:28:40Z` | 4 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
-| `steipete` | [profile](https://github.com/steipete) | no | CONTRIBUTOR | 6258d | `2025-11-26T16:46:20Z` | 4 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `ayeshakhalid192007-dev` | [profile](https://github.com/ayeshakhalid192007-dev) | no | NONE | 172d | `2026-04-02T13:08:35Z` | 4 | 0 | weak | moderate | medium | young account; high open PR share |
-| `samrusani` | [profile](https://github.com/samrusani) | no | CONTRIBUTOR | 3856d | `2026-04-12T06:30:02Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
+| `glfruit` | [profile](https://github.com/glfruit) | no | NONE | 4773d | `2026-04-09T14:53:44Z` | 3 | 5 | weak | low | low | high open PR share; targets high-star repos |
 | `CyberRaccoonTeam` | [profile](https://github.com/CyberRaccoonTeam) | no | NONE | 451d | `2026-04-11T12:36:28Z` | 3 | 4 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
-| `glfruit` | [profile](https://github.com/glfruit) | no | NONE | 4773d | `2026-04-09T14:53:44Z` | 3 | 4 | weak | low | low | high open PR share; targets high-star repos |
 | `sparkeros` | [profile](https://github.com/sparkeros) | no | NONE | 156d | `2026-03-09T12:13:39Z` | 3 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `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 |
 | `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 |
@@ -246,7 +245,6 @@
 | `rogery-coder` | [profile](https://github.com/rogery-coder) | no | NONE | 6d | `2026-04-13T09:10:32Z` | 2 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `seoseo-ai` | [profile](https://github.com/seoseo-ai) | no | NONE | 61d | `2026-04-18T12:56:25Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `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 |
-| `soumikbhatta` | [profile](https://github.com/soumikbhatta) | no | CONTRIBUTOR | 3210d | `2026-01-28T15:14:01Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `stroupaloop` | [profile](https://github.com/stroupaloop) | no | NONE | 4952d | `2026-04-18T14:50:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sunapi386` | [profile](https://github.com/sunapi386) | no | NONE | 5336d | `2026-04-16T06:21:03Z` | 2 | 0 | mixed | moderate | low | — |
 | `thesomewhatyou` | [profile](https://github.com/thesomewhatyou) | no | CONTRIBUTOR | 768d | `2026-02-08T01:46:55Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -265,8 +263,8 @@
 | `scoootscooob` | [profile](https://github.com/scoootscooob) | no | CONTRIBUTOR | 732d | `2026-02-26T07:20:09Z` | 5 | 0 | strong | low | low | 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 |
 | `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 |
+| `cgdusek` | [profile](https://github.com/cgdusek) | no | CONTRIBUTOR | 2915d | `2026-02-28T05:12:59Z` | 4 | 0 | weak | low | low | 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 |
-| `ryanngit` | [profile](https://github.com/ryanngit) | no | CONTRIBUTOR | 1984d | `2026-04-12T15:09:17Z` | 4 | 0 | weak | low | low | high open PR share |
 | `kakahu2015` | [profile](https://github.com/kakahu2015) | no | CONTRIBUTOR | 3678d | `2026-02-26T12:42:25Z` | 3 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `cedillarack` | [profile](https://github.com/cedillarack) | no | NONE | 61d | `2026-02-17T04:29:03Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `evandance` | [profile](https://github.com/evandance) | no | CONTRIBUTOR | 1220d | `2026-04-09T11:38:41Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -292,7 +290,6 @@
 | `bittoby` | [profile](https://github.com/bittoby) | no | CONTRIBUTOR | 290d | `2026-04-09T03:12:01Z` | 2 | 0 | mixed | moderate | low | young account; high recent PR volume |
 | `bladin` | [profile](https://github.com/bladin) | no | CONTRIBUTOR | 5085d | `2026-04-08T06:15:00Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `evanpaul14` | [profile](https://github.com/evanpaul14) | no | NONE | 1216d | `2026-04-10T20:33:42Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `frankentini` | [profile](https://github.com/frankentini) | no | NONE | 2190d | `2026-04-11T12:05:46Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `FroeMic` | [profile](https://github.com/FroeMic) | no | NONE | 3833d | `2026-04-10T07:57:00Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `hoyyeva` | [profile](https://github.com/hoyyeva) | no | CONTRIBUTOR | 2206d | `2026-04-10T19:12:28Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `jasonxargs-boop` | [profile](https://github.com/jasonxargs-boop) | no | CONTRIBUTOR | 48d | `2026-04-11T07:57:11Z` | 2 | 0 | mixed | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -305,6 +302,7 @@
 | `rhinoroo` | [profile](https://github.com/rhinoroo) | no | NONE | 4034d | `2026-04-12T04:14:07Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `serkonyc` | [profile](https://github.com/serkonyc) | no | CONTRIBUTOR | 4509d | `2026-04-12T11:37:04Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `snowshadow` | [profile](https://github.com/snowshadow) | no | NONE | 4105d | `2026-02-26T05:43:47Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `soumikbhatta` | [profile](https://github.com/soumikbhatta) | no | CONTRIBUTOR | 3210d | `2026-01-28T15:14:01Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `wangshu94` | [profile](https://github.com/wangshu94) | no | NONE | 2454d | `2026-03-24T16:29:43Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `wittam-01` | [profile](https://github.com/wittam-01) | no | CONTRIBUTOR | 20d | `2026-04-09T14:43:04Z` | 2 | 0 | mixed | low | medium | very new account; no visible non-self stars |
 | `ttomiczek` | [profile](https://github.com/ttomiczek) | no | NONE | 41d | `2026-04-02T18:14:09Z` | 1 | 15 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -327,6 +325,7 @@
 | `lumien` | [profile](https://github.com/lumien) | no | NONE | 5206d | `2026-04-12T18:18:23Z` | 1 | 2 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `njxiaohan` | [profile](https://github.com/njxiaohan) | no | NONE | 3977d | `2026-04-15T01:24:50Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `parasol-aser` | [profile](https://github.com/parasol-aser) | no | NONE | 4782d | `2026-04-09T22:55:43Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
+| `tanjinlimkelvin-dot` | [profile](https://github.com/tanjinlimkelvin-dot) | no | NONE | 43d | `2026-04-15T14:30:20Z` | 1 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `walkojas-boop` | [profile](https://github.com/walkojas-boop) | no | NONE | 62d | `2026-04-14T09:55:31Z` | 1 | 2 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `zeolenon` | [profile](https://github.com/zeolenon) | no | NONE | 2260d | `2026-03-15T10:24:08Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
@@ -387,11 +386,11 @@
 | `yubingjiaocn` | [profile](https://github.com/yubingjiaocn) | no | NONE | 4203d | `2026-03-29T10:29:28Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `Zelus7` | [profile](https://github.com/Zelus7) | no | NONE | 582d | `2026-04-11T22:53:05Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `zexho994` | [profile](https://github.com/zexho994) | no | NONE | 3046d | `2026-03-13T02:06:04Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `zhengsx` | [profile](https://github.com/zhengsx) | yes | NONE | 4862d | `2026-04-19T14:57:37Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `zhengsx` | [profile](https://github.com/zhengsx) | no | NONE | 4862d | `2026-04-19T14:57:37Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `zhyongrui` | [profile](https://github.com/zhyongrui) | no | NONE | 351d | `2026-04-16T03:32:52Z` | 1 | 1 | mixed | low | low | young account; high open PR share; targets high-star repos |
 | `1sh-date` | [profile](https://github.com/1sh-date) | no | NONE | 2168d | `2026-04-15T09:16:52Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `404notfoundhh` | [profile](https://github.com/404notfoundhh) | no | NONE | 2590d | `2026-04-19T07:23:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `91wan` | [profile](https://github.com/91wan) | yes | NONE | 3633d | `2026-04-19T14:22:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `91wan` | [profile](https://github.com/91wan) | no | NONE | 3633d | `2026-04-19T14:22:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `a137460387` | [profile](https://github.com/a137460387) | no | NONE | 577d | `2026-04-16T01:29:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `abliteration-ai` | [profile](https://github.com/abliteration-ai) | no | NONE | 144d | `2026-04-17T03:32:43Z` | 1 | 0 | weak | moderate | medium | young account; high open PR share; targets high-star repos |
 | `acewhitegui` | [profile](https://github.com/acewhitegui) | no | NONE | 3315d | `2026-04-17T07:57:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -402,7 +401,6 @@
 | `alex-latitude` | [profile](https://github.com/alex-latitude) | no | NONE | 323d | `2026-04-13T22:11:34Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `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) | no | 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 |
 | `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 |
@@ -585,7 +583,7 @@
 | `melderan` | [profile](https://github.com/melderan) | no | NONE | 5635d | `2026-04-19T05:16:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mfzzf` | [profile](https://github.com/mfzzf) | no | NONE | 1386d | `2026-04-14T08:24:14Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `michaelhughes2501` | [profile](https://github.com/michaelhughes2501) | no | NONE | 76d | `2026-04-15T03:31:06Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
-| `mikaeldiakhate-cell` | [profile](https://github.com/mikaeldiakhate-cell) | yes | NONE | 232d | `2026-04-19T14:59:59Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
+| `mikaeldiakhate-cell` | [profile](https://github.com/mikaeldiakhate-cell) | no | NONE | 232d | `2026-04-19T14:59:59Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Minijus-Sa` | [profile](https://github.com/Minijus-Sa) | no | CONTRIBUTOR | 590d | `2026-04-13T11:17:01Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `mjdacs` | [profile](https://github.com/mjdacs) | no | NONE | 3746d | `2026-04-14T20:35:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mkg20001` | [profile](https://github.com/mkg20001) | no | NONE | 4339d | `2026-04-14T06:36:13Z` | 1 | 0 | strong | low | low | targets high-star repos |
@@ -661,7 +659,7 @@
 | `Steady-ai` | [profile](https://github.com/Steady-ai) | no | NONE | 432d | `2026-04-18T22:24:42Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `sunkeysun` | [profile](https://github.com/sunkeysun) | no | NONE | 3461d | `2026-04-13T03:55:06Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `supmo668` | [profile](https://github.com/supmo668) | no | NONE | 3253d | `2026-02-14T11:23:44Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share |
-| `swotvibe` | [profile](https://github.com/swotvibe) | yes | NONE | 301d | `2026-04-19T15:02:31Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
+| `swotvibe` | [profile](https://github.com/swotvibe) | no | NONE | 301d | `2026-04-19T15:02:31Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `talktoajayprakash` | [profile](https://github.com/talktoajayprakash) | no | NONE | 4012d | `2026-04-17T05:49:19Z` | 1 | 0 | mixed | low | low | — |
 | `taosiyuan163` | [profile](https://github.com/taosiyuan163) | no | NONE | 3427d | `2026-04-17T17:44:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `tardigrde` | [profile](https://github.com/tardigrde) | no | NONE | 3106d | `2026-04-15T05:54:30Z` | 1 | 0 | weak | low | low | high open PR share |
@@ -757,12 +755,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3A100yenadmin)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3A100yenadmin)
 - repo first seen: `2026-03-15T18:31:56Z`
-- repo last seen: `2026-04-19T15:01:40Z`
+- repo last seen: `2026-04-19T16:10:13Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **101**
 - snapshot authored PRs/issues: **52 PRs / 49 issues**
-- snapshot discussion activity: **256 comments / 1269 reviews / 1269 review comments**
+- snapshot discussion activity: **258 comments / 1269 reviews / 1269 review comments**
 - account age: **178 days**
 - recent public PR activity: **81 PRs** (21 merged / 36 closed-unmerged / 24 open; merged rate **26%**, closed-unmerged rate **44%**, open rate **30%**)
 - public orgs: `electricsheephq`
@@ -783,11 +781,11 @@ 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: `2026-04-19T13:18:41Z`
+- repo last seen: `2026-04-19T15:33:40Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **44**
-- snapshot authored PRs/issues: **43 PRs / 1 issues**
+- repo primary artifacts: **45**
+- snapshot authored PRs/issues: **44 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%**)
@@ -796,9 +794,9 @@ Example artifacts:
 - heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
 
 Example artifacts:
+- [PR #69001: fix(telegram): wire humanDelay config into block streaming dispatcher](https://github.com/openclaw/openclaw/pull/69001) — closed
 - [PR #68963: fix(telegram): wire humanDelay config into block streaming dispatcher](https://github.com/openclaw/openclaw/pull/68963) — closed
 - [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
 - [Issue #59034: [macOS] screen.record command not available on node](https://github.com/openclaw/openclaw/issues/59034) — open
 
 ### `hclsys`
@@ -993,6 +991,29 @@ Example artifacts:
 - [PR #68915: tasks: add detached runtime plugin registration contract](https://github.com/openclaw/openclaw/pull/68915) — closed, merged
 - [PR #68891: browser: route existing-session user profile through browser nodes](https://github.com/openclaw/openclaw/pull/68891) — closed, merged
 
+### `obviyus`
+
+- profile: [github.com/obviyus](https://github.com/obviyus)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aobviyus)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aobviyus)
+- repo first seen: `2026-01-04T13:17:28Z`
+- repo last seen: `2026-04-19T16:10:18Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **21**
+- snapshot authored PRs/issues: **21 PRs / 0 issues**
+- snapshot discussion activity: **536 comments / 51 reviews / 4 review comments**
+- account age: **3510 days**
+- recent public PR activity: **16 PRs** (15 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
+- public orgs: `UplauseApp`
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #69015: fix(gateway): reject invalid cron announce delivery config](https://github.com/openclaw/openclaw/pull/69015) — open
+- [PR #69000: fix(cron): key recurring delivery dedupe to execution](https://github.com/openclaw/openclaw/pull/69000) — closed, merged
+- [PR #68482: fix(cron): keep message tool when delivery is none](https://github.com/openclaw/openclaw/pull/68482) — closed, merged
+
 ### `oraculoos`
 
 - profile: [github.com/oraculoos](https://github.com/oraculoos)
@@ -1089,41 +1110,18 @@ Example artifacts:
 - [PR #67827: docs: unify duplicated 2026.4.15-beta.1 changelog block](https://github.com/openclaw/openclaw/pull/67827) — closed, merged
 - [PR #67824: Update contributor details for Josh Lehman](https://github.com/openclaw/openclaw/pull/67824) — closed, merged
 
-### `obviyus`
-
-- profile: [github.com/obviyus](https://github.com/obviyus)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aobviyus)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aobviyus)
-- repo first seen: `2026-01-04T13:17:28Z`
-- repo last seen: `2026-04-19T09:41:34Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **19**
-- snapshot authored PRs/issues: **19 PRs / 0 issues**
-- snapshot discussion activity: **535 comments / 51 reviews / 4 review comments**
-- account age: **3510 days**
-- recent public PR activity: **16 PRs** (15 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
-- public orgs: `UplauseApp`
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #68482: fix(cron): keep message tool when delivery is none](https://github.com/openclaw/openclaw/pull/68482) — closed, merged
-- [PR #67993: fix(telegram): clear compaction replay after visible boundaries](https://github.com/openclaw/openclaw/pull/67993) — closed, merged
-- [PR #67991: fix(reply): preserve post-stream error payloads](https://github.com/openclaw/openclaw/pull/67991) — closed, merged
-
 ### `omarshahine`
 
 - profile: [github.com/omarshahine](https://github.com/omarshahine)
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aomarshahine)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aomarshahine)
 - repo first seen: `2026-02-20T03:30:56Z`
-- repo last seen: `2026-04-19T03:13:21Z`
+- repo last seen: `2026-04-19T16:18:23Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **28**
 - snapshot authored PRs/issues: **18 PRs / 10 issues**
-- snapshot discussion activity: **72 comments / 20 reviews / 20 review comments**
+- snapshot discussion activity: **91 comments / 20 reviews / 20 review comments**
 - account age: **4126 days**
 - recent public PR activity: **29 PRs** (21 merged / 6 closed-unmerged / 2 open; merged rate **72%**, closed-unmerged rate **21%**, open rate **7%**)
 - public orgs: none visible
@@ -1131,11 +1129,11 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #68234: bluebubbles: consolidate HTTP traffic through typed BlueBubblesClient](https://github.com/openclaw/openclaw/pull/68234) — open
+- [PR #68234: bluebubbles: consolidate HTTP traffic through typed BlueBubblesClient](https://github.com/openclaw/openclaw/pull/68234) — closed, merged
 - [PR #67510: fix(bluebubbles): restore inbound image attachments and accept updated-message events](https://github.com/openclaw/openclaw/pull/67510) — closed, merged
 - [PR #67426: BlueBubbles/catchup: per-message retry cap for wedged messages (#66870)](https://github.com/openclaw/openclaw/pull/67426) — closed, merged
 - [Issue #67874: Remove legacy dedupe file migration code from inbound-dedupe.ts](https://github.com/openclaw/openclaw/issues/67874) — open
-- [Issue #67752: bluebubbles: tighten SSRF guard on API fetches (bypass via undefined SsrFPolicy)](https://github.com/openclaw/openclaw/issues/67752) — open
+- [Issue #67752: bluebubbles: tighten SSRF guard on API fetches (bypass via undefined SsrFPolicy)](https://github.com/openclaw/openclaw/issues/67752) — closed
 - [Issue #66984: feat: manifest-level capability declaration for plugins using child_process](https://github.com/openclaw/openclaw/issues/66984) — closed
 
 ### `mcaxtr`
@@ -1701,6 +1699,31 @@ Example artifacts:
 - [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
 
+### `martingarramon`
+
+- profile: [github.com/martingarramon](https://github.com/martingarramon)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amartingarramon)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amartingarramon)
+- repo first seen: `2026-03-21T22:50:34Z`
+- repo last seen: `2026-04-19T16:15:58Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **12**
+- snapshot authored PRs/issues: **10 PRs / 2 issues**
+- snapshot discussion activity: **82 comments / 40 reviews / 4 review comments**
+- account age: **49 days**
+- recent public PR activity: **5 PRs** (0 merged / 2 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **40%**, open rate **60%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #69009: test(slack): cover send.ts customize-scope fallback retry path](https://github.com/openclaw/openclaw/pull/69009) — open
+- [PR #68594: fix(slack): surface silent errors in thread starter/history fetch](https://github.com/openclaw/openclaw/pull/68594) — closed, merged
+- [PR #68168: test(cron): add unit tests for active-jobs singleton](https://github.com/openclaw/openclaw/pull/68168) — open
+- [Issue #69006: pnpm check fails on upstream/main — pre-existing type errors in Discord + qa-lab](https://github.com/openclaw/openclaw/issues/69006) — open
+- [Issue #68160: [Bug]: stale Type.Optional wrapper on HelloOkSchema.auth after #67810](https://github.com/openclaw/openclaw/issues/68160) — open
+
 ### `Jimmy-xuzimo`
 
 - profile: [github.com/Jimmy-xuzimo](https://github.com/Jimmy-xuzimo)
@@ -1913,30 +1936,6 @@ Example artifacts:
 - [Issue #68690: SecretRef coverage gaps for several auth/config paths](https://github.com/openclaw/openclaw/issues/68690) — open
 - [Issue #61936: [Feature]: Allow dreaming with external memory slot plugins](https://github.com/openclaw/openclaw/issues/61936) — closed
 
-### `martingarramon`
-
-- profile: [github.com/martingarramon](https://github.com/martingarramon)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amartingarramon)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amartingarramon)
-- repo first seen: `2026-03-21T22:50:34Z`
-- repo last seen: `2026-04-19T14:41:31Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **10**
-- snapshot authored PRs/issues: **9 PRs / 1 issues**
-- snapshot discussion activity: **80 comments / 39 reviews / 4 review comments**
-- account age: **49 days**
-- recent public PR activity: **5 PRs** (0 merged / 2 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **40%**, open rate **60%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68594: fix(slack): surface silent errors in thread starter/history fetch](https://github.com/openclaw/openclaw/pull/68594) — closed, merged
-- [PR #68168: test(cron): add unit tests for active-jobs singleton](https://github.com/openclaw/openclaw/pull/68168) — open
-- [PR #68164: test(slack): cover looksLikeSlackTargetId + target-parsing edge cases](https://github.com/openclaw/openclaw/pull/68164) — open
-- [Issue #68160: [Bug]: stale Type.Optional wrapper on HelloOkSchema.auth after #67810](https://github.com/openclaw/openclaw/issues/68160) — open
-
 ### `stainlu`
 
 - profile: [github.com/stainlu](https://github.com/stainlu)
@@ -2293,6 +2292,29 @@ Example artifacts:
 - [PR #67297: fix(compaction): use reserveTokens instead of reserveTokensFloor for memoryFlush and preflight thresholds](https://github.com/openclaw/openclaw/pull/67297) — open
 - [PR #67050: fix: skip test files and directories in install security scanner](https://github.com/openclaw/openclaw/pull/67050) — open
 
+### `Mlightsnow`
+
+- profile: [github.com/Mlightsnow](https://github.com/Mlightsnow)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AMlightsnow)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AMlightsnow)
+- repo first seen: `2026-04-09T22:29:10Z`
+- repo last seen: `2026-04-19T15:37:17Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **8**
+- snapshot authored PRs/issues: **8 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 5 reviews / 5 review comments**
+- account age: **1899 days**
+- recent public PR activity: **5 PRs** (0 merged / 1 closed-unmerged / 4 open; merged rate **0%**, closed-unmerged rate **20%**, open rate **80%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #69002: Fix: skip Homebrew prompt on platforms brew doesn't support (Resolves #68893)](https://github.com/openclaw/openclaw/pull/69002) — open
+- [PR #68207: Fix: auto-allowlist configured CDP hostnames in SSRF policy (Resolves #68108)](https://github.com/openclaw/openclaw/pull/68207) — closed, merged
+- [PR #68093: Fix: dedupe section title/desc in single-section config view (Resolves #68003)](https://github.com/openclaw/openclaw/pull/68093) — open
+
 ### `onutc`
 
 - profile: [github.com/onutc](https://github.com/onutc)
@@ -2578,29 +2600,6 @@ Example artifacts:
 - [PR #68646: fix(exec): avoid waiting for final session result in approval followups](https://github.com/openclaw/openclaw/pull/68646) — closed
 - [PR #68535: cron: prefer sessionTarget for failure alerts](https://github.com/openclaw/openclaw/pull/68535) — open
 
-### `Mlightsnow`
-
-- profile: [github.com/Mlightsnow](https://github.com/Mlightsnow)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AMlightsnow)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AMlightsnow)
-- repo first seen: `2026-04-09T22:29:10Z`
-- repo last seen: `2026-04-19T06:17:26Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 5 reviews / 5 review comments**
-- account age: **1899 days**
-- recent public PR activity: **5 PRs** (0 merged / 1 closed-unmerged / 4 open; merged rate **0%**, closed-unmerged rate **20%**, open rate **80%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68207: Fix: auto-allowlist configured CDP hostnames in SSRF policy (Resolves #68108)](https://github.com/openclaw/openclaw/pull/68207) — closed, merged
-- [PR #68093: Fix: dedupe section title/desc in single-section config view (Resolves #68003)](https://github.com/openclaw/openclaw/pull/68093) — open
-- [PR #65633: Fix: disable chat-thread aria-live to stop per-token screen reader announcements (Resolves #65538)](https://github.com/openclaw/openclaw/pull/65633) — closed
-
 ### `MukundaKatta`
 
 - profile: [github.com/MukundaKatta](https://github.com/MukundaKatta)
@@ -2695,6 +2694,30 @@ Example artifacts:
 - [Issue #64982: [Bug]: (doctor): plugins.allow advisory doesn't warn it's an exclusive allowlist](https://github.com/openclaw/openclaw/issues/64982) — open
 - [Issue #64976: [Bug]: (cron): announce delivery ignores NO_REPLY when agent prepends other text](https://github.com/openclaw/openclaw/issues/64976) — 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: `2026-04-19T15:38:16Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **6 PRs / 1 issues**
+- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
+- account age: **3970 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #69003: fix(pi-embedded): classify provider chat-template render failures separately from context overflow](https://github.com/openclaw/openclaw/pull/69003) — closed
+- [PR #68483: logging/redact: add machine-readable marker on agent-visible redacted tool output](https://github.com/openclaw/openclaw/pull/68483) — open
+- [PR #68430: extensions/acpx: expose probeAgent config so non-codex ACP stacks stay available](https://github.com/openclaw/openclaw/pull/68430) — 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
+
 ### `yfge`
 
 - profile: [github.com/yfge](https://github.com/yfge)
@@ -3020,30 +3043,6 @@ Example artifacts:
 - [Issue #68784: [Bug]: native Codex app-server does not surface app approval/input prompts, and Codex Apps GitHub writes fail as "user rejected MCP tool call"](https://github.com/openclaw/openclaw/issues/68784) — open
 - [Issue #67844: Harden Gmail draft helpers against quoted-heredoc command-substitution bugs](https://github.com/openclaw/openclaw/issues/67844) — closed
 
-### `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: `2026-04-19T04:04:17Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **6**
-- snapshot authored PRs/issues: **5 PRs / 1 issues**
-- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
-- account age: **3970 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68483: logging/redact: add machine-readable marker on agent-visible redacted tool output](https://github.com/openclaw/openclaw/pull/68483) — open
-- [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
-- [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
-
 ### `rmfalco89`
 
 - profile: [github.com/rmfalco89](https://github.com/rmfalco89)
@@ -4196,12 +4195,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AOFABLE)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AOFABLE)
 - repo first seen: `2026-04-17T14:06:48Z`
-- repo last seen: `2026-04-19T13:14:08Z`
+- repo last seen: `2026-04-19T16:12:30Z`
 - 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**
+- snapshot discussion activity: **1 comments / 7 reviews / 7 review comments**
 - account age: **2161 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
@@ -4446,6 +4445,30 @@ 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
 
+### `steipete`
+
+- profile: [github.com/steipete](https://github.com/steipete)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asteipete)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asteipete)
+- repo first seen: `2025-11-26T16:46:20Z`
+- repo last seen: `2026-04-18T22:40:42Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **5 PRs / 1 issues**
+- snapshot discussion activity: **7050 comments / 6 reviews / 0 review comments**
+- account age: **6258 days**
+- recent public PR activity: **4 PRs** (2 merged / 2 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
+- public orgs: `Cocoaheads-Austria`, `mentalfaculty`, `ResearchKit`, `xcpretty`
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #66273: build: prune non-runtime bundled dependency cargo](https://github.com/openclaw/openclaw/pull/66273) — closed
+- [PR #65841: fix(msteams): harden security-sensitive flows](https://github.com/openclaw/openclaw/pull/65841) — open
+- [PR #64298: Refactor agent harness into Codex extension](https://github.com/openclaw/openclaw/pull/64298) — closed, merged
+- [Issue #75: Linux/Windows Clawdbot Apps](https://github.com/openclaw/openclaw/issues/75) — open
+
 ### `mraleko`
 
 - profile: [github.com/mraleko](https://github.com/mraleko)
@@ -4591,30 +4614,6 @@ Example artifacts:
 - [PR #63278: chore(telegram): diagnostic logging for voice DM transcription pipeline (#62496)](https://github.com/openclaw/openclaw/pull/63278) — open, draft
 - [Issue #66766: [Bug]: Session context limit shows 200k instead of 1M for Anthropic Opus/Sonnet 4 models](https://github.com/openclaw/openclaw/issues/66766) — open
 
-### `steipete`
-
-- profile: [github.com/steipete](https://github.com/steipete)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asteipete)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asteipete)
-- repo first seen: `2025-11-26T16:46:20Z`
-- repo last seen: `2026-04-18T22:40:42Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **4 PRs / 1 issues**
-- snapshot discussion activity: **7050 comments / 6 reviews / 0 review comments**
-- account age: **6258 days**
-- recent public PR activity: **4 PRs** (2 merged / 2 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
-- public orgs: `Cocoaheads-Austria`, `mentalfaculty`, `ResearchKit`, `xcpretty`
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #66273: build: prune non-runtime bundled dependency cargo](https://github.com/openclaw/openclaw/pull/66273) — closed
-- [PR #65841: fix(msteams): harden security-sensitive flows](https://github.com/openclaw/openclaw/pull/65841) — open
-- [PR #64298: Refactor agent harness into Codex extension](https://github.com/openclaw/openclaw/pull/64298) — closed, merged
-- [Issue #75: Linux/Windows Clawdbot Apps](https://github.com/openclaw/openclaw/issues/75) — open
-
 ### `ayeshakhalid192007-dev`
 
 - profile: [github.com/ayeshakhalid192007-dev](https://github.com/ayeshakhalid192007-dev)
@@ -4638,28 +4637,31 @@ Example artifacts:
 - [PR #68111: fix(agent-runner): share media-path normalizer to prevent duplicate WhatsApp media reply (#68056)](https://github.com/openclaw/openclaw/pull/68111) — open
 - [PR #59717: feat(acpx): add allow option to nonInteractivePermissions](https://github.com/openclaw/openclaw/pull/59717) — open
 
-### `samrusani`
+### `glfruit`
 
-- profile: [github.com/samrusani](https://github.com/samrusani)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asamrusani)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asamrusani)
-- repo first seen: `2026-04-12T06:30:02Z`
-- repo last seen: `2026-04-12T15:48:23Z`
+- profile: [github.com/glfruit](https://github.com/glfruit)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aglfruit)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aglfruit)
+- repo first seen: `2026-04-09T14:53:44Z`
+- repo last seen: `2026-04-19T15:46:56Z`
 - first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3856 days**
-- recent public PR activity: **63 PRs** (46 merged / 2 closed-unmerged / 15 open; merged rate **73%**, closed-unmerged rate **3%**, open rate **24%**)
+- repo association: **NONE**
+- repo primary artifacts: **8**
+- snapshot authored PRs/issues: **3 PRs / 5 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **4773 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 **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume**
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #65435: [codex] add memory text-search fallback](https://github.com/openclaw/openclaw/pull/65435) — open
-- [PR #65425: Allow zero group chat history limit](https://github.com/openclaw/openclaw/pull/65425) — open
-- [PR #65416: Raise video generation save cap for generated videos](https://github.com/openclaw/openclaw/pull/65416) — open
+- [PR #68196: fix(agents): post-timeout compensation in sessions_send](https://github.com/openclaw/openclaw/pull/68196) — open
+- [PR #67702: fix(update): block git-mode update when gateway is running](https://github.com/openclaw/openclaw/pull/67702) — open
+- [PR #63789: Proposal: add minimal agent-to-agent handoff protocol (Phase 1)](https://github.com/openclaw/openclaw/pull/63789) — open, draft
+- [Issue #69008: Telegram group-bound agent sessions default to session-only unless deliver is explicit](https://github.com/openclaw/openclaw/issues/69008) — open
+- [Issue #68065: [Bug]: sessions_send misclassifies first agent.wait timeout as hard send failure](https://github.com/openclaw/openclaw/issues/68065) — open
+- [Issue #66360: session.maintenance has no size cap for transcript .jsonl files — unbounded growth causes gateway CPU 100%](https://github.com/openclaw/openclaw/issues/66360) — open
 
 ### `CyberRaccoonTeam`
 
@@ -4687,32 +4689,6 @@ Example artifacts:
 - [Issue #66392: [Feature Proposal] Matrix and Cyberpunk themes for Control UI](https://github.com/openclaw/openclaw/issues/66392) — open
 - [Issue #66356: [Bug]: Discord guided setup says "not enabled" and skips token input in configure wizard](https://github.com/openclaw/openclaw/issues/66356) — open
 
-### `glfruit`
-
-- profile: [github.com/glfruit](https://github.com/glfruit)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aglfruit)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aglfruit)
-- repo first seen: `2026-04-09T14:53:44Z`
-- repo last seen: `2026-04-17T16:33:51Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **3 PRs / 4 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **4773 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 #68196: fix(agents): post-timeout compensation in sessions_send](https://github.com/openclaw/openclaw/pull/68196) — open
-- [PR #67702: fix(update): block git-mode update when gateway is running](https://github.com/openclaw/openclaw/pull/67702) — open
-- [PR #63789: Proposal: add minimal agent-to-agent handoff protocol (Phase 1)](https://github.com/openclaw/openclaw/pull/63789) — open, draft
-- [Issue #68065: [Bug]: sessions_send misclassifies first agent.wait timeout as hard send failure](https://github.com/openclaw/openclaw/issues/68065) — open
-- [Issue #66360: session.maintenance has no size cap for transcript .jsonl files — unbounded growth causes gateway CPU 100%](https://github.com/openclaw/openclaw/issues/66360) — open
-- [Issue #66313: subagent-registry.runtime.js missing from dist build output (v2026.4.12)](https://github.com/openclaw/openclaw/issues/66313) — open
-
 ### `sparkeros`
 
 - profile: [github.com/sparkeros](https://github.com/sparkeros)
@@ -5191,12 +5167,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AScientificProgrammer)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AScientificProgrammer)
 - repo first seen: `2026-04-10T22:44:57Z`
-- repo last seen: `2026-04-18T15:27:00Z`
+- repo last seen: `2026-04-19T16:11:30Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **4728 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
@@ -6222,28 +6198,6 @@ Example artifacts:
 - [PR #67330: Fix: [Bug]: Misleading "Context limit exceeded" error points to compaction when root cause is heartbeat model bleed](https://github.com/openclaw/openclaw/pull/67330) — open
 - [PR #67329: Fix: [Bug]: memory-wiki: wiki status and wiki doctor report 0 bridge artifacts despite populated memory](https://github.com/openclaw/openclaw/pull/67329) — open
 
-### `soumikbhatta`
-
-- profile: [github.com/soumikbhatta](https://github.com/soumikbhatta)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asoumikbhatta)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asoumikbhatta)
-- repo first seen: `2026-01-28T15:14:01Z`
-- repo last seen: `2026-04-13T23:28:11Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **19 comments / 0 reviews / 0 review comments**
-- account age: **3210 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 #66213: fix(ci): add post-publish asset verification for macOS stable releases](https://github.com/openclaw/openclaw/pull/66213) — open
-- [PR #65439: Add avatar link for soumikbhatta to README](https://github.com/openclaw/openclaw/pull/65439) — open
-
 ### `stroupaloop`
 
 - profile: [github.com/stroupaloop](https://github.com/stroupaloop)
@@ -6656,6 +6610,29 @@ Example artifacts:
 - [PR #63222: fix: validate resolved context engine contracts](https://github.com/openclaw/openclaw/pull/63222) — closed, merged
 - [Issue #32168: Streaming partial leak: 'NO' visible before NO_REPLY suppression kicks in (v2026.3.1)](https://github.com/openclaw/openclaw/issues/32168) — closed
 
+### `cgdusek`
+
+- profile: [github.com/cgdusek](https://github.com/cgdusek)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Acgdusek)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acgdusek)
+- repo first seen: `2026-02-28T05:12:59Z`
+- repo last seen: `2026-04-19T15:50:11Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **279 comments / 3 reviews / 3 review comments**
+- account age: **2915 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #69010: fix(gateway): prefer current route delivery context](https://github.com/openclaw/openclaw/pull/69010) — open, draft
+- [PR #61695: feat(config): publish hosted schema artifact](https://github.com/openclaw/openclaw/pull/61695) — closed
+- [PR #53748: fix(usage): return accumulated input/cache tokens from toNormalizedUsage](https://github.com/openclaw/openclaw/pull/53748) — closed
+
 ### `leonardsellem`
 
 - profile: [github.com/leonardsellem](https://github.com/leonardsellem)
@@ -6679,29 +6656,6 @@ Example artifacts:
 - [PR #65012: fix(memory-wiki): pass app config into CLI metadata registrar](https://github.com/openclaw/openclaw/pull/65012) — closed, merged
 - [PR #64466: fix(memory-core): preserve public artifact visibility through loader cache restore](https://github.com/openclaw/openclaw/pull/64466) — closed
 
-### `ryanngit`
-
-- profile: [github.com/ryanngit](https://github.com/ryanngit)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aryanngit)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aryanngit)
-- repo first seen: `2026-04-12T15:09:17Z`
-- repo last seen: `2026-04-12T15:22:19Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1984 days**
-- recent public PR activity: **9 PRs** (2 merged / 0 closed-unmerged / 7 open; merged rate **22%**, closed-unmerged rate **0%**, open rate **78%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share**
-
-Example artifacts:
-- [PR #65423: feat(agents): shuffle auth profile candidates for subagent runs](https://github.com/openclaw/openclaw/pull/65423) — open
-- [PR #65419: fix(exec): skip script preflight validation when elevated=full](https://github.com/openclaw/openclaw/pull/65419) — open
-- [PR #65415: feat(agents): configurable gateway timeout floor for subagent calls](https://github.com/openclaw/openclaw/pull/65415) — open
-
 ### `kakahu2015`
 
 - profile: [github.com/kakahu2015](https://github.com/kakahu2015)
@@ -7277,28 +7231,6 @@ Example artifacts:
 - [PR #65592: feat(searxng): show JSON format setup note during onboarding](https://github.com/openclaw/openclaw/pull/65592) — open
 - [PR #64493: feat(searxng): show JSON format setup note during onboarding](https://github.com/openclaw/openclaw/pull/64493) — closed, draft
 
-### `frankentini`
-
-- profile: [github.com/frankentini](https://github.com/frankentini)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Afrankentini)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Afrankentini)
-- repo first seen: `2026-04-11T12:05:46Z`
-- repo last seen: `2026-04-12T16:08:33Z`
-- 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 / 4 reviews / 4 review comments**
-- account age: **2190 days**
-- recent public PR activity: **4 PRs** (0 merged / 2 closed-unmerged / 2 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 #65446: security: use timing-safe token comparison in MCP loopback validator](https://github.com/openclaw/openclaw/pull/65446) — closed
-- [PR #65336: test: add missing extractTextCached assertions to final-tag regression tests](https://github.com/openclaw/openclaw/pull/65336) — closed
-
 ### `FroeMic`
 
 - profile: [github.com/FroeMic](https://github.com/FroeMic)
@@ -7563,6 +7495,28 @@ Example artifacts:
 - [PR #65727: docs: add hook-pack publishing guide](https://github.com/openclaw/openclaw/pull/65727) — open
 - [PR #65084: fix(discord): guard zombie gateway reconnects after close](https://github.com/openclaw/openclaw/pull/65084) — open
 
+### `soumikbhatta`
+
+- profile: [github.com/soumikbhatta](https://github.com/soumikbhatta)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asoumikbhatta)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asoumikbhatta)
+- repo first seen: `2026-01-28T15:14:01Z`
+- repo last seen: `2026-04-13T23:28:11Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **19 comments / 0 reviews / 0 review comments**
+- account age: **3210 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 #66213: fix(ci): add post-publish asset verification for macOS stable releases](https://github.com/openclaw/openclaw/pull/66213) — open
+- [PR #65439: Add avatar link for soumikbhatta to README](https://github.com/openclaw/openclaw/pull/65439) — open
+
 ### `wangshu94`
 
 - profile: [github.com/wangshu94](https://github.com/wangshu94)
@@ -8077,6 +8031,29 @@ Example artifacts:
 - [Issue #64993: [Security] High: MCP loopback scope spoofing via mutable request headers](https://github.com/openclaw/openclaw/issues/64993) — open
 - [Issue #63961: Browser-context code execution via prompt injection in evaluate path](https://github.com/openclaw/openclaw/issues/63961) — closed
 
+### `tanjinlimkelvin-dot`
+
+- profile: [github.com/tanjinlimkelvin-dot](https://github.com/tanjinlimkelvin-dot)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Atanjinlimkelvin-dot)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Atanjinlimkelvin-dot)
+- repo first seen: `2026-04-15T14:30:20Z`
+- repo last seen: `2026-04-19T15:39:51Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **1 PRs / 2 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **43 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68996: fix(google): route Gemma models through native Generative AI API](https://github.com/openclaw/openclaw/pull/68996) — open
+- [Issue #68984: [Bug] Google provider does not work with Gemma models - OpenAI API format incompatibility](https://github.com/openclaw/openclaw/issues/68984) — open
+- [Issue #67232: opencode-go plugin: missing Qwen3.5 Plus and Qwen3.6 Plus in model catalog](https://github.com/openclaw/openclaw/issues/67232) — open
+
 ### `walkojas-boop`
 
 - profile: [github.com/walkojas-boop](https://github.com/walkojas-boop)
@@ -9407,7 +9384,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Azhengsx)
 - repo first seen: `2026-04-19T14:57:37Z`
 - repo last seen: `2026-04-19T15:01:36Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
@@ -9493,7 +9470,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3A91wan)
 - repo first seen: `2026-04-19T14:22:15Z`
 - repo last seen: `2026-04-19T14:22:15Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -9717,27 +9694,6 @@ Example artifacts:
 Example artifacts:
 - [PR #68112: fix(cron): prevent scheduler death when startup catch-up fails](https://github.com/openclaw/openclaw/pull/68112) — open
 
-### `alickgithub2`
-
-- profile: [github.com/alickgithub2](https://github.com/alickgithub2)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aalickgithub2)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aalickgithub2)
-- repo first seen: `2026-04-12T16:15:43Z`
-- repo last seen: `2026-04-12T16:15:43Z`
-- 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: **1141 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; no visible non-self stars; targets high-star repos**
-
-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)
@@ -13567,7 +13523,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amikaeldiakhate-cell)
 - repo first seen: `2026-04-19T14:59:59Z`
 - repo last seen: `2026-04-19T14:59:59Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -15037,12 +14993,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asrinivaspavan9)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asrinivaspavan9)
 - repo first seen: `2026-04-11T16:02:12Z`
-- repo last seen: `2026-04-19T14:52:41Z`
+- repo last seen: `2026-04-19T15:27:49Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **8 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **9 comments / 0 reviews / 0 review comments**
 - account age: **3031 days**
 - recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
 - public orgs: none visible
@@ -15164,7 +15120,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aswotvibe)
 - repo first seen: `2026-04-19T15:02:31Z`
 - repo last seen: `2026-04-19T15:02:31Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**

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+size 1582666

snapshots/20260419T162034Z/manifest.json

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+{
+  "artifacts": {
+    "new_contributors_json": "new-contributors-report.json",
+    "new_contributors_markdown": "new-contributors-report.md",
+    "new_contributors_parquet": "new_contributors.parquet"
+  },
+  "counts": {
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+    "issues": 4804,
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+  "crawl_started_at": "2026-04-19T16:20:34Z",
+  "delta_counts": {
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+    "links": 180,
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+  "extracted_at": "2026-04-19T16:20:34Z",
+  "repo": "openclaw/openclaw",
+  "snapshot_id": "20260419T162034Z",
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+}

snapshots/latest.json

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 {
-  "archived_manifest_path": "snapshots/20260419T152035Z/manifest.json",
-  "latest_snapshot_id": "20260419T152035Z",
+  "archived_manifest_path": "snapshots/20260419T162034Z/manifest.json",
+  "latest_snapshot_id": "20260419T162034Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-19T15:20:35Z",
+  "next_since": "2026-04-19T16:20:34Z",
   "repo": "openclaw/openclaw",
-  "snapshot_dir": "snapshots/20260419T152035Z"
+  "snapshot_dir": "snapshots/20260419T162034Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
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-  "next_since": "2026-04-19T15:20:35Z",
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   "repo": "openclaw/openclaw",
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 }