Refresh openclaw dataset snapshot 20260417T192043Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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@@ -43303,8 +43291,8 @@
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@@ -44097,12 +44085,12 @@
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@@ -44771,6 +44759,63 @@
       },
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     },
+    {
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+      "name": "Shay Mesh",
+      "profile_url": "https://github.com/ShayMeshGit",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AShayMeshGit",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AShayMeshGit",
+      "repo_first_seen_at": "2026-04-17T19:10:02Z",
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+      "follow_through_score": "weak",
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+      "heuristic_note": "high open PR share; no visible non-self stars; targets high-star repos",
+      "public_orgs": [],
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+          {
+            "kind": "pull_request",
+            "number": 68250,
+            "title": "docs: use relative links in provider index to fix localization #68139",
+            "url": "https://github.com/openclaw/openclaw/pull/68250",
+            "state": "open",
+            "merged": false,
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+            "created_at": "2026-04-17T19:10:02Z"
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     {
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       "name": "shirtless",
@@ -45699,12 +45744,12 @@
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       "young_account": false,
       "follow_through_score": "weak",
@@ -46665,6 +46710,63 @@
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+      "profile_url": "https://github.com/Tuarisa",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ATuarisa",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ATuarisa",
+      "repo_first_seen_at": "2026-04-17T18:27:59Z",
+      "repo_last_seen_at": "2026-04-17T18:27:59Z",
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+      "follow_through_score": "weak",
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+      "heuristic_note": "high open PR share; targets high-star repos",
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+            "state": "open",
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+          }
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+    },
     {
       "author_login": "Unayung",
       "name": "Chen Chia Yang",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260417T182041Z`
-- Generated: `2026-04-17T18:33:51Z`
+- Snapshot: `20260417T192043Z`
+- Generated: `2026-04-17T19:30:29Z`
 - Activity window: `7d`
-- Contributors: `709`
+- Contributors: `711`
 
 ## Summary
 
@@ -34,7 +34,7 @@
 | `ly85206559` | [profile](https://github.com/ly85206559) | no | CONTRIBUTOR | 3985d | `2026-03-03T02:24:33Z` | 16 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `gumadeiras` | [profile](https://github.com/gumadeiras) | no | MEMBER | 4579d | `2026-01-14T20:41:14Z` | 15 | 1 | strong | low | low | targets high-star repos |
 | `TOMUIV` | [profile](https://github.com/TOMUIV) | no | NONE | 215d | `2026-04-10T17:11:48Z` | 15 | 1 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
-| `drobison00` | [profile](https://github.com/drobison00) | no | CONTRIBUTOR | 4624d | `2026-03-24T18:33:52Z` | 15 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `drobison00` | [profile](https://github.com/drobison00) | no | CONTRIBUTOR | 4624d | `2026-03-24T18:33:52Z` | 15 | 0 | strong | low | low | targets high-star repos |
 | `neo1027144-creator` | [profile](https://github.com/neo1027144-creator) | no | CONTRIBUTOR | 36d | `2026-04-09T20:15:50Z` | 14 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `ngutman` | [profile](https://github.com/ngutman) | no | MEMBER | 5146d | `2026-01-06T16:12:16Z` | 14 | 0 | strong | moderate | low | targets high-star repos |
 | `pgondhi987` | [profile](https://github.com/pgondhi987) | no | CONTRIBUTOR | 24d | `2026-04-09T04:56:14Z` | 14 | 0 | strong | low | medium | very new account; no visible non-self stars; targets high-star repos |
@@ -103,6 +103,7 @@
 | `jjmk6` | [profile](https://github.com/jjmk6) | no | NONE | 254d | `2026-04-17T13:50:46Z` | 5 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
 | `joshavant` | [profile](https://github.com/joshavant) | no | CONTRIBUTOR | 5430d | `2026-02-19T23:12:53Z` | 5 | 0 | strong | low | low | targets high-star repos |
 | `plgonzalezrx8` | [profile](https://github.com/plgonzalezrx8) | no | CONTRIBUTOR | 3595d | `2026-01-31T01:53:17Z` | 5 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
+| `sahilsatralkar` | [profile](https://github.com/sahilsatralkar) | no | CONTRIBUTOR | 2210d | `2026-02-20T15:02:41Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sharkqwy` | [profile](https://github.com/sharkqwy) | no | NONE | 5196d | `2026-03-24T04:06:08Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ShionEria` | [profile](https://github.com/ShionEria) | no | CONTRIBUTOR | 35d | `2026-03-16T10:11:17Z` | 5 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `skylee-01` | [profile](https://github.com/skylee-01) | no | NONE | 2648d | `2026-04-14T12:14:20Z` | 5 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -122,16 +123,13 @@
 | `bde1` | [profile](https://github.com/bde1) | no | CONTRIBUTOR | ?d | `2026-04-11T14:50:02Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
 | `bulutmuf` | [profile](https://github.com/bulutmuf) | no | NONE | 340d | `2026-04-15T13:34:46Z` | 4 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
 | `chen-zhang-cs-code` | [profile](https://github.com/chen-zhang-cs-code) | no | CONTRIBUTOR | 115d | `2026-03-18T08:15:21Z` | 4 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
-| `dutifulbob` | [profile](https://github.com/dutifulbob) | no | CONTRIBUTOR | 59d | `2026-02-22T13:07:44Z` | 4 | 0 | strong | moderate | low | very new account; high recent PR volume; no visible non-self stars |
-| `extrasmall0` | [profile](https://github.com/extrasmall0) | no | CONTRIBUTOR | 77d | `2026-03-07T15:35:58Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
+| `dutifulbob` | [profile](https://github.com/dutifulbob) | no | CONTRIBUTOR | 60d | `2026-02-22T13:07:44Z` | 4 | 0 | strong | moderate | low | very new account; high recent PR volume; no visible non-self stars |
 | `hoyanhan` | [profile](https://github.com/hoyanhan) | no | NONE | 2697d | `2026-04-16T11:24:49Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `KeWang0622` | [profile](https://github.com/KeWang0622) | no | NONE | 3176d | `2026-04-12T22:12:52Z` | 4 | 0 | weak | high | medium | high recent PR volume; broad repo spread; 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 |
 | `moorsecopers99` | [profile](https://github.com/moorsecopers99) | no | NONE | 2665d | `2026-04-15T11:43:40Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Rahulkumar070` | [profile](https://github.com/Rahulkumar070) | no | CONTRIBUTOR | 874d | `2026-04-10T20:11:58Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `RoLuoGan` | [profile](https://github.com/RoLuoGan) | no | NONE | 575d | `2026-04-14T03:58:53Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `ryanngit` | [profile](https://github.com/ryanngit) | no | CONTRIBUTOR | 1984d | `2026-04-12T15:09:17Z` | 4 | 0 | weak | low | low | high open PR share |
-| `sahilsatralkar` | [profile](https://github.com/sahilsatralkar) | no | CONTRIBUTOR | 2210d | `2026-02-20T15:02:41Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `samrusani` | [profile](https://github.com/samrusani) | no | CONTRIBUTOR | 3856d | `2026-04-12T06:30:02Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
 | `samzong` | [profile](https://github.com/samzong) | no | CONTRIBUTOR | 3898d | `2026-03-10T13:13:25Z` | 4 | 0 | strong | moderate | low | — |
 | `wkeything` | [profile](https://github.com/wkeything) | no | NONE | 50d | `2026-04-14T22:36:13Z` | 4 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
@@ -170,7 +168,10 @@
 | `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 |
 | `fuller-stack-dev` | [profile](https://github.com/fuller-stack-dev) | no | CONTRIBUTOR | 54d | `2026-03-02T21:04:55Z` | 4 | 1 | weak | low | medium | very new account; 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 |
+| `Lucenx9` | [profile](https://github.com/Lucenx9) | no | CONTRIBUTOR | 547d | `2026-02-25T06:16:41Z` | 4 | 1 | weak | low | 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 |
+| `extrasmall0` | [profile](https://github.com/extrasmall0) | no | CONTRIBUTOR | 77d | `2026-03-07T15:35:58Z` | 4 | 0 | weak | moderate | 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 |
 | `mraleko` | [profile](https://github.com/mraleko) | no | NONE | 938d | `2026-04-08T03:48:45Z` | 4 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `glfruit` | [profile](https://github.com/glfruit) | no | NONE | 4773d | `2026-04-09T14:53:44Z` | 3 | 4 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
@@ -192,7 +193,6 @@
 | `gzsiang` | [profile](https://github.com/gzsiang) | no | NONE | 1093d | `2026-03-18T04:53:40Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `HongzhuLiu` | [profile](https://github.com/HongzhuLiu) | no | NONE | 4135d | `2026-04-14T09:36:49Z` | 2 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `jeffchen1981-fu` | [profile](https://github.com/jeffchen1981-fu) | no | NONE | 67d | `2026-02-28T09:25:03Z` | 2 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `Lucenx9` | [profile](https://github.com/Lucenx9) | no | CONTRIBUTOR | 547d | `2026-02-25T06:16:41Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `Pearcekieser` | [profile](https://github.com/Pearcekieser) | no | NONE | 4652d | `2026-04-11T00:45:04Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `qualiobra` | [profile](https://github.com/qualiobra) | no | NONE | 330d | `2026-03-20T15:55:02Z` | 2 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `rarest` | [profile](https://github.com/rarest) | no | NONE | 5367d | `2026-04-15T14:46:20Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -207,7 +207,7 @@
 | `bin448482` | [profile](https://github.com/bin448482) | no | NONE | 3832d | `2026-04-12T12:14:05Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `chris-yyau` | [profile](https://github.com/chris-yyau) | no | CONTRIBUTOR | 89d | `2026-04-16T13:56:07Z` | 2 | 0 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `dallylee` | [profile](https://github.com/dallylee) | no | CONTRIBUTOR | 1081d | `2026-04-14T09:55:39Z` | 2 | 0 | weak | moderate | low | high open PR share |
-| `EdderTalmor` | [profile](https://github.com/EdderTalmor) | no | CONTRIBUTOR | 2677d | `2026-04-12T02:32:19Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `EdderTalmor` | [profile](https://github.com/EdderTalmor) | no | CONTRIBUTOR | 2678d | `2026-04-12T02:32:19Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Eruditi` | [profile](https://github.com/Eruditi) | no | NONE | 1072d | `2026-04-16T15:08:41Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; 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 |
 | `everySympathy` | [profile](https://github.com/everySympathy) | no | NONE | 129d | `2026-04-17T13:11:29Z` | 2 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
@@ -215,7 +215,6 @@
 | `flowforgelab` | [profile](https://github.com/flowforgelab) | no | NONE | 374d | `2026-04-17T09:50:18Z` | 2 | 0 | weak | low | low | 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 |
 | `geekhuashan` | [profile](https://github.com/geekhuashan) | no | CONTRIBUTOR | 2635d | `2026-03-12T01:17:49Z` | 2 | 0 | weak | low | low | 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 |
 | `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 |
 | `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 |
 | `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 |
@@ -276,6 +275,7 @@
 | `BryanTegomoh` | [profile](https://github.com/BryanTegomoh) | no | CONTRIBUTOR | 2122d | `2026-02-01T02:20:00Z` | 2 | 0 | weak | low | low | targets high-star repos |
 | `cyber-ayi` | [profile](https://github.com/cyber-ayi) | no | NONE | 69d | `2026-04-09T04:27:16Z` | 2 | 0 | mixed | low | medium | very new account; high open PR share; no visible non-self stars |
 | `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 |
 | `jiazhizhuo` | [profile](https://github.com/jiazhizhuo) | no | NONE | 3801d | `2026-03-18T02:15:19Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `konanok` | [profile](https://github.com/konanok) | no | NONE | 3184d | `2026-03-17T12:10:32Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Lellansin` | [profile](https://github.com/Lellansin) | no | CONTRIBUTOR | 5006d | `2026-04-08T06:44:34Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -315,7 +315,6 @@
 | `zhulijin1991` | [profile](https://github.com/zhulijin1991) | no | NONE | 721d | `2026-04-11T23:56:13Z` | 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 |
 | `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 |
-| `abczsl520` | [profile](https://github.com/abczsl520) | no | NONE | 2166d | `2026-04-10T19:13:46Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; 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 |
 | `acwilan` | [profile](https://github.com/acwilan) | no | NONE | 5769d | `2026-04-14T01:21:33Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; 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 |
@@ -359,7 +358,6 @@
 | `nk3750` | [profile](https://github.com/nk3750) | no | CONTRIBUTOR | 2785d | `2026-04-11T19:10:35Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `nsnydr` | [profile](https://github.com/nsnydr) | no | NONE | 2898d | `2026-04-14T20:31:31Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `p3nchan` | [profile](https://github.com/p3nchan) | no | CONTRIBUTOR | 4657d | `2026-02-27T05:49:54Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `PalmPalm7` | [profile](https://github.com/PalmPalm7) | no | NONE | 3515d | `2026-04-10T18:31:16Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `parfumed` | [profile](https://github.com/parfumed) | no | NONE | ?d | `2026-04-13T06:14:50Z` | 1 | 1 | n/a | n/a | n/a | summary unavailable |
 | `phenomenoner` | [profile](https://github.com/phenomenoner) | no | NONE | 1856d | `2026-02-07T09:43:23Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `rafaelreis-r` | [profile](https://github.com/rafaelreis-r) | no | CONTRIBUTOR | 2353d | `2026-01-27T22:59:50Z` | 1 | 1 | strong | low | low | targets high-star repos |
@@ -440,7 +438,6 @@
 | `CHECKUPAUTO` | [profile](https://github.com/CHECKUPAUTO) | no | NONE | 458d | `2026-04-11T09:43:25Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `chefallan` | [profile](https://github.com/chefallan) | no | NONE | 3155d | `2026-04-12T22:54:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `chiyouYCH` | [profile](https://github.com/chiyouYCH) | no | NONE | 3303d | `2026-04-15T06:31:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `ClawdiaHedgehog` | [profile](https://github.com/ClawdiaHedgehog) | no | NONE | 5d | `2026-04-10T19:11:45Z` | 1 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars |
 | `clemenshelm` | [profile](https://github.com/clemenshelm) | no | NONE | 6022d | `2026-02-22T05:57:34Z` | 1 | 0 | strong | low | low | — |
 | `clivemoore` | [profile](https://github.com/clivemoore) | no | NONE | 6223d | `2026-04-17T01:11:28Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `CnxLuc` | [profile](https://github.com/CnxLuc) | no | NONE | 2491d | `2026-02-04T07:50:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -460,6 +457,7 @@
 | `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 |
 | `dieend` | [profile](https://github.com/dieend) | no | NONE | 5186d | `2026-04-11T20:13:47Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `dkaygithub` | [profile](https://github.com/dkaygithub) | no | NONE | 4813d | `2026-04-15T03:07:01Z` | 1 | 0 | weak | low | low | high open PR share |
+| `dlebee-agent` | [profile](https://github.com/dlebee-agent) | yes | NONE | 16d | `2026-04-17T18:21:49Z` | 1 | 0 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `dongs0104` | [profile](https://github.com/dongs0104) | no | NONE | 3887d | `2026-04-13T20:27:35Z` | 1 | 0 | mixed | low | low | — |
 | `donlaiq` | [profile](https://github.com/donlaiq) | no | NONE | 4151d | `2026-04-16T19:48:34Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `donut-wenzhang` | [profile](https://github.com/donut-wenzhang) | no | NONE | 90d | `2026-03-18T03:48:04Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars |
@@ -571,6 +569,7 @@
 | `lightning-openclaw` | [profile](https://github.com/lightning-openclaw) | no | NONE | 49d | `2026-04-12T09:57:06Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `likewen-tech` | [profile](https://github.com/likewen-tech) | no | NONE | 477d | `2026-04-17T13:44:27Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `lilesjtu` | [profile](https://github.com/lilesjtu) | no | NONE | 35d | `2026-04-14T05:38:14Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
+| `linuxhgw` | [profile](https://github.com/linuxhgw) | yes | NONE | 3473d | `2026-04-17T18:30:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `liuchuanjie` | [profile](https://github.com/liuchuanjie) | no | NONE | 2741d | `2026-04-14T11:48:46Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `LiuYihey` | [profile](https://github.com/LiuYihey) | no | NONE | 252d | `2026-04-14T08:00:20Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `lockhartheavyindustries` | [profile](https://github.com/lockhartheavyindustries) | no | NONE | 5031d | `2026-02-27T13:35:40Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -585,7 +584,7 @@
 | `Manuel-Jentic` | [profile](https://github.com/Manuel-Jentic) | no | NONE | 354d | `2026-04-16T15:39:52Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `maor-eini` | [profile](https://github.com/maor-eini) | no | NONE | 5212d | `2026-04-15T11:08:41Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `markjferguson` | [profile](https://github.com/markjferguson) | no | NONE | 136d | `2026-04-13T10:33:53Z` | 1 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
-| `martinfrancois` | [profile](https://github.com/martinfrancois) | no | CONTRIBUTOR | 3865d | `2026-02-22T13:20:08Z` | 1 | 0 | strong | low | low | — |
+| `martinfrancois` | [profile](https://github.com/martinfrancois) | no | CONTRIBUTOR | 3866d | `2026-02-22T13:20:08Z` | 1 | 0 | strong | low | low | — |
 | `mazhe-nerd` | [profile](https://github.com/mazhe-nerd) | no | CONTRIBUTOR | 1423d | `2026-04-13T03:15:07Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `Mehulupase01` | [profile](https://github.com/Mehulupase01) | no | NONE | 2289d | `2026-04-11T23:56:45Z` | 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 |
@@ -606,6 +605,7 @@
 | `nickkingu` | [profile](https://github.com/nickkingu) | no | NONE | 21d | `2026-04-11T15:24:22Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `nighting0615` | [profile](https://github.com/nighting0615) | no | NONE | 800d | `2026-04-14T07:39:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `nikilster` | [profile](https://github.com/nikilster) | no | NONE | 5275d | `2026-04-11T23:06:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `Nimraakram22` | [profile](https://github.com/Nimraakram22) | yes | NONE | 82d | `2026-04-17T19:03:24Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `nir-insuretax` | [profile](https://github.com/nir-insuretax) | no | NONE | 38d | `2026-03-17T10:08:50Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `njiangk` | [profile](https://github.com/njiangk) | no | NONE | 2447d | `2026-04-14T01:54:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `noahclanman` | [profile](https://github.com/noahclanman) | no | NONE | 1894d | `2026-04-13T10:01:58Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -649,7 +649,7 @@
 | `RogerLYJ` | [profile](https://github.com/RogerLYJ) | no | NONE | 2533d | `2026-04-11T04:00:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `rommanali-spec` | [profile](https://github.com/rommanali-spec) | no | NONE | 242d | `2026-04-13T16:08:39Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `rudi193-cmd` | [profile](https://github.com/rudi193-cmd) | no | NONE | 190d | `2026-04-16T19:11:32Z` | 1 | 0 | mixed | moderate | low | young account; high open PR share; no visible non-self stars |
-| `rvajustin` | [profile](https://github.com/rvajustin) | yes | NONE | 4443d | `2026-04-17T17:57:49Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `rvajustin` | [profile](https://github.com/rvajustin) | no | NONE | 4443d | `2026-04-17T17:57:49Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `rwang23` | [profile](https://github.com/rwang23) | no | NONE | 4201d | `2026-04-12T00:55:49Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `RyanLee-Dev` | [profile](https://github.com/RyanLee-Dev) | no | CONTRIBUTOR | 3069d | `2026-04-11T18:24:18Z` | 1 | 0 | mixed | moderate | low | — |
 | `saamuelng601-pixel` | [profile](https://github.com/saamuelng601-pixel) | no | CONTRIBUTOR | 7d | `2026-04-15T03:46:53Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
@@ -661,6 +661,7 @@
 | `seank-com` | [profile](https://github.com/seank-com) | no | NONE | 5207d | `2026-04-14T01:38:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `secondfry` | [profile](https://github.com/secondfry) | no | NONE | 5691d | `2026-04-13T19:30:49Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `shakkernerd` | [profile](https://github.com/shakkernerd) | no | MEMBER | 749d | `2026-01-26T14:21:30Z` | 1 | 0 | strong | low | low | targets high-star repos |
+| `ShayMeshGit` | [profile](https://github.com/ShayMeshGit) | yes | NONE | 2606d | `2026-04-17T19:10:02Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `shirtlessfounder` | [profile](https://github.com/shirtlessfounder) | no | NONE | 1129d | `2026-04-12T16:41:08Z` | 1 | 0 | mixed | moderate | low | — |
 | `SimbaKingjoe` | [profile](https://github.com/SimbaKingjoe) | no | NONE | 1147d | `2026-04-13T10:48:04Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `simon-marcus` | [profile](https://github.com/simon-marcus) | no | NONE | 3765d | `2026-04-13T01:41:40Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -677,7 +678,7 @@
 | `supersantux` | [profile](https://github.com/supersantux) | no | NONE | 6015d | `2026-04-12T13:36:10Z` | 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 |
 | `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) | yes | NONE | 3427d | `2026-04-17T17:44:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `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 |
 | `tars90percent` | [profile](https://github.com/tars90percent) | no | CONTRIBUTOR | 107d | `2026-04-13T11:28:23Z` | 1 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `tdack` | [profile](https://github.com/tdack) | no | NONE | 5099d | `2026-03-22T00:25:50Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -694,6 +695,7 @@
 | `trentcharlton` | [profile](https://github.com/trentcharlton) | no | NONE | 827d | `2026-02-24T16:28:28Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `Trojaner` | [profile](https://github.com/Trojaner) | no | NONE | 5066d | `2026-04-12T12:13:01Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `TrueNorth49` | [profile](https://github.com/TrueNorth49) | no | NONE | 573d | `2026-04-13T07:46:32Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
+| `Tuarisa` | [profile](https://github.com/Tuarisa) | yes | NONE | 4909d | `2026-04-17T18:27:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Unayung` | [profile](https://github.com/Unayung) | no | CONTRIBUTOR | 5054d | `2026-02-12T00:36:52Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `UnrealCake8` | [profile](https://github.com/UnrealCake8) | no | NONE | 433d | `2026-04-11T09:01:33Z` | 1 | 0 | mixed | low | low | no visible non-self stars |
 | `velvet-shark` | [profile](https://github.com/velvet-shark) | no | MEMBER | 6060d | `2026-01-03T22:46:36Z` | 1 | 0 | strong | low | low | targets high-star repos |
@@ -799,12 +801,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahclsys)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahclsys)
 - repo first seen: `2026-01-29T06:32:51Z`
-- repo last seen: `2026-04-17T18:17:01Z`
+- repo last seen: `2026-04-17T19:17:36Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **36**
 - snapshot authored PRs/issues: **36 PRs / 0 issues**
-- snapshot discussion activity: **152 comments / 3 reviews / 3 review comments**
+- snapshot discussion activity: **153 comments / 3 reviews / 3 review comments**
 - account age: **4339 days**
 - recent public PR activity: **34 PRs** (3 merged / 26 closed-unmerged / 5 open; merged rate **9%**, closed-unmerged rate **76%**, open rate **15%**)
 - public orgs: none visible
@@ -852,7 +854,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **34 PRs / 1 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **4825 days**
-- recent public PR activity: **115 PRs** (1 merged / 69 closed-unmerged / 45 open; merged rate **1%**, closed-unmerged rate **60%**, open rate **39%**)
+- recent public PR activity: **116 PRs** (1 merged / 69 closed-unmerged / 46 open; merged rate **1%**, closed-unmerged rate **59%**, open rate **40%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
 - heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
@@ -1324,21 +1326,21 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Adrobison00)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adrobison00)
 - repo first seen: `2026-03-24T18:33:52Z`
-- repo last seen: `2026-04-17T16:51:19Z`
+- repo last seen: `2026-04-17T18:22:13Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **15**
 - snapshot authored PRs/issues: **15 PRs / 0 issues**
-- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **8 comments / 0 reviews / 0 review comments**
 - account age: **4624 days**
-- recent public PR activity: **7 PRs** (3 merged / 0 closed-unmerged / 4 open; merged rate **43%**, closed-unmerged rate **0%**, open rate **57%**)
+- recent public PR activity: **7 PRs** (5 merged / 0 closed-unmerged / 2 open; merged rate **71%**, closed-unmerged rate **0%**, open rate **29%**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **targets high-star repos**
 
 Example artifacts:
-- [PR #68210: fix(cron): preserve untrusted awareness event labels](https://github.com/openclaw/openclaw/pull/68210) — open
-- [PR #68201: fix(feishu): resolve card-action chat type before dispatch](https://github.com/openclaw/openclaw/pull/68201) — open
+- [PR #68210: fix(cron): preserve untrusted awareness event labels](https://github.com/openclaw/openclaw/pull/68210) — closed, merged
+- [PR #68201: fix(feishu): resolve card-action chat type before dispatch](https://github.com/openclaw/openclaw/pull/68201) — closed, merged
 - [PR #68199: fix(macos): require trusted SSH host keys](https://github.com/openclaw/openclaw/pull/68199) — closed, merged
 
 ### `neo1027144-creator`
@@ -2319,7 +2321,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
 - snapshot discussion activity: **13 comments / 2 reviews / 0 review comments**
 - account age: **6304 days**
-- recent public PR activity: **13 PRs** (1 merged / 2 closed-unmerged / 10 open; merged rate **8%**, closed-unmerged rate **15%**, open rate **77%**)
+- recent public PR activity: **13 PRs** (1 merged / 3 closed-unmerged / 9 open; merged rate **8%**, closed-unmerged rate **23%**, open rate **69%**)
 - public orgs: `supersprinklesracing`
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
 - heuristic read: **high open PR share**
@@ -2365,7 +2367,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
 - snapshot discussion activity: **13 comments / 1 reviews / 1 review comments**
 - account age: **4437 days**
-- recent public PR activity: **9 PRs** (2 merged / 2 closed-unmerged / 5 open; merged rate **22%**, closed-unmerged rate **22%**, open rate **56%**)
+- recent public PR activity: **9 PRs** (2 merged / 3 closed-unmerged / 4 open; merged rate **22%**, closed-unmerged rate **33%**, open rate **44%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
 - heuristic read: **high open PR share; targets high-star repos**
@@ -2373,7 +2375,7 @@ Example artifacts:
 Example artifacts:
 - [PR #67807: fix(cron): clean up deleteAfterRun direct deliveries](https://github.com/openclaw/openclaw/pull/67807) — open
 - [PR #67800: fix(agents): honor explicit long Anthropic cache TTL on custom hosts](https://github.com/openclaw/openclaw/pull/67800) — open
-- [PR #66111: fix(reply): recognize /trace directives](https://github.com/openclaw/openclaw/pull/66111) — open
+- [PR #66111: fix(reply): recognize /trace directives](https://github.com/openclaw/openclaw/pull/66111) — closed
 
 ### `MukundaKatta`
 
@@ -2936,6 +2938,29 @@ Example artifacts:
 - [PR #67861: Discord: enforce member allowlists for native commands](https://github.com/openclaw/openclaw/pull/67861) — closed
 - [PR #67666: security(codex): restore sandbox protections for resumed CLI sessions](https://github.com/openclaw/openclaw/pull/67666) — closed, merged
 
+### `sahilsatralkar`
+
+- profile: [github.com/sahilsatralkar](https://github.com/sahilsatralkar)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asahilsatralkar)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asahilsatralkar)
+- repo first seen: `2026-02-20T15:02:41Z`
+- repo last seen: `2026-04-17T18:38:07Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **5 PRs / 0 issues**
+- snapshot discussion activity: **69 comments / 11 reviews / 11 review comments**
+- account age: **2210 days**
+- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68242: Fix: issue 67394 whatsapp autoreply delivery logging](https://github.com/openclaw/openclaw/pull/68242) — open
+- [PR #67326: fix: Issue 67056 image runtime headers](https://github.com/openclaw/openclaw/pull/67326) — open
+- [PR #67063: fix(plugins): include memory slot plugin in primary wiki CLI scope](https://github.com/openclaw/openclaw/pull/67063) — open
+
 ### `sharkqwy`
 
 - profile: [github.com/sharkqwy](https://github.com/sharkqwy)
@@ -3274,12 +3299,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aaltaywtf)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aaltaywtf)
 - repo first seen: `2026-03-01T16:30:13Z`
-- repo last seen: `2026-04-17T18:16:08Z`
+- repo last seen: `2026-04-17T19:07:02Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **222 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **224 comments / 0 reviews / 0 review comments**
 - account age: **4168 days**
 - recent public PR activity: **5 PRs** (2 merged / 2 closed-unmerged / 1 open; merged rate **40%**, closed-unmerged rate **40%**, open rate **20%**)
 - public orgs: `putdotio`, `openclaw`, `uinaf`
@@ -3396,7 +3421,7 @@ Example artifacts:
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **9 comments / 0 reviews / 0 review comments**
-- account age: **59 days**
+- account age: **60 days**
 - recent public PR activity: **41 PRs** (38 merged / 3 closed-unmerged / 0 open; merged rate **93%**, closed-unmerged rate **7%**, open rate **0%**)
 - public orgs: `janitrai`, `dutifuldev`
 - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
@@ -3407,29 +3432,6 @@ Example artifacts:
 - [PR #65922: fix: stop repeated unknown-tool loops](https://github.com/openclaw/openclaw/pull/65922) — closed, merged
 - [PR #65807: fix: extract shared session status runtime](https://github.com/openclaw/openclaw/pull/65807) — closed, merged
 
-### `extrasmall0`
-
-- profile: [github.com/extrasmall0](https://github.com/extrasmall0)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aextrasmall0)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aextrasmall0)
-- repo first seen: `2026-03-07T15:35:58Z`
-- repo last seen: `2026-04-12T19:16:33Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **77 days**
-- recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
-- heuristic read: **very new account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #65229: fix(doctor): resolve env-backed SecretRef in gateway auth health check to prevent false-positive warning](https://github.com/openclaw/openclaw/pull/65229) — open
-- [PR #64692: fix(plugins): always forward idempotencyKey in gateway subagent run](https://github.com/openclaw/openclaw/pull/64692) — closed
-- [PR #64469: fix(skills): add missing opening --- to taskflow and taskflow-inbox-triage SKILL.md frontmatter](https://github.com/openclaw/openclaw/pull/64469) — closed, merged
-
 ### `hoyanhan`
 
 - profile: [github.com/hoyanhan](https://github.com/hoyanhan)
@@ -3476,29 +3478,6 @@ Example artifacts:
 - [PR #66710: fix: forward toolsAllow through embedded runner call chain](https://github.com/openclaw/openclaw/pull/66710) — open
 - [PR #65607: fix(image-tool): resolve default provider from config instead of hardcoding openai](https://github.com/openclaw/openclaw/pull/65607) — closed
 
-### `leonardsellem`
-
-- profile: [github.com/leonardsellem](https://github.com/leonardsellem)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aleonardsellem)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aleonardsellem)
-- repo first seen: `2026-04-10T10:47:02Z`
-- repo last seen: `2026-04-13T10:36:48Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 4 reviews / 4 review comments**
-- account age: **4992 days**
-- recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
-- 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 #65800: fix(cli): load runtime plugins for wiki commands](https://github.com/openclaw/openclaw/pull/65800) — open
-- [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
-
 ### `moorsecopers99`
 
 - profile: [github.com/moorsecopers99](https://github.com/moorsecopers99)
@@ -3591,29 +3570,6 @@ Example artifacts:
 - [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
 
-### `sahilsatralkar`
-
-- profile: [github.com/sahilsatralkar](https://github.com/sahilsatralkar)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asahilsatralkar)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asahilsatralkar)
-- repo first seen: `2026-02-20T15:02:41Z`
-- repo last seen: `2026-04-16T10:39:26Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **69 comments / 10 reviews / 10 review comments**
-- account age: **2210 days**
-- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #67326: fix: Issue 67056 image runtime headers](https://github.com/openclaw/openclaw/pull/67326) — open
-- [PR #67063: fix(plugins): include memory slot plugin in primary wiki CLI scope](https://github.com/openclaw/openclaw/pull/67063) — open
-- [PR #66537: Fix: Issue 66397 silent final answer loss](https://github.com/openclaw/openclaw/pull/66537) — open
-
 ### `samrusani`
 
 - profile: [github.com/samrusani](https://github.com/samrusani)
@@ -4233,12 +4189,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Annish16)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Annish16)
 - repo first seen: `2026-04-13T18:14:26Z`
-- repo last seen: `2026-04-17T13:53:36Z`
+- repo last seen: `2026-04-17T18:23:27Z`
 - 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**
+- snapshot discussion activity: **1 comments / 2 reviews / 2 review comments**
 - account age: **2135 days**
 - recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
 - public orgs: none visible
@@ -4510,6 +4466,30 @@ 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
 
+### `Lucenx9`
+
+- profile: [github.com/Lucenx9](https://github.com/Lucenx9)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALucenx9)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALucenx9)
+- repo first seen: `2026-02-25T06:16:41Z`
+- repo last seen: `2026-04-11T00:09:35Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **4 PRs / 1 issues**
+- snapshot discussion activity: **12 comments / 0 reviews / 0 review comments**
+- account age: **547 days**
+- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #64548: fix(whatsapp): normalize explicit heartbeat target](https://github.com/openclaw/openclaw/pull/64548) — closed
+- [PR #64531: fix(bluebubbles): add configurable outbound send method](https://github.com/openclaw/openclaw/pull/64531) — closed
+- [PR #62222: [codex] fix inbound TTS detection for audio attachments](https://github.com/openclaw/openclaw/pull/62222) — closed
+- [Issue #45645: [Bug]: doctor/update can leave CLI and gateway on different installs on Linux](https://github.com/openclaw/openclaw/issues/45645) — open
+
 ### `steipete`
 
 - profile: [github.com/steipete](https://github.com/steipete)
@@ -4534,6 +4514,52 @@ Example artifacts:
 - [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
 
+### `extrasmall0`
+
+- profile: [github.com/extrasmall0](https://github.com/extrasmall0)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aextrasmall0)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aextrasmall0)
+- repo first seen: `2026-03-07T15:35:58Z`
+- repo last seen: `2026-04-12T19:16:33Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
+- account age: **77 days**
+- recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
+- heuristic read: **very new account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #65229: fix(doctor): resolve env-backed SecretRef in gateway auth health check to prevent false-positive warning](https://github.com/openclaw/openclaw/pull/65229) — open
+- [PR #64692: fix(plugins): always forward idempotencyKey in gateway subagent run](https://github.com/openclaw/openclaw/pull/64692) — closed
+- [PR #64469: fix(skills): add missing opening --- to taskflow and taskflow-inbox-triage SKILL.md frontmatter](https://github.com/openclaw/openclaw/pull/64469) — closed, merged
+
+### `leonardsellem`
+
+- profile: [github.com/leonardsellem](https://github.com/leonardsellem)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aleonardsellem)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aleonardsellem)
+- repo first seen: `2026-04-10T10:47:02Z`
+- repo last seen: `2026-04-13T10:36:48Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 4 reviews / 4 review comments**
+- account age: **4992 days**
+- recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
+- 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 #65800: fix(cli): load runtime plugins for wiki commands](https://github.com/openclaw/openclaw/pull/65800) — open
+- [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
+
 ### `mraleko`
 
 - profile: [github.com/mraleko](https://github.com/mraleko)
@@ -5032,29 +5058,6 @@ Example artifacts:
 - [PR #66712: feat(cron): add slot-level delivery dedup guard](https://github.com/openclaw/openclaw/pull/66712) — open
 - [Issue #67675: Flaky test: src/gateway/server.canvas-auth.test.ts "authorizes canvas HTTP/WS via node-scoped capability"](https://github.com/openclaw/openclaw/issues/67675) — open
 
-### `Lucenx9`
-
-- profile: [github.com/Lucenx9](https://github.com/Lucenx9)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALucenx9)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALucenx9)
-- repo first seen: `2026-02-25T06:16:41Z`
-- repo last seen: `2026-04-11T00:09:35Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **12 comments / 0 reviews / 0 review comments**
-- account age: **547 days**
-- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #64548: fix(whatsapp): normalize explicit heartbeat target](https://github.com/openclaw/openclaw/pull/64548) — open
-- [PR #64531: fix(bluebubbles): add configurable outbound send method](https://github.com/openclaw/openclaw/pull/64531) — open
-- [Issue #45645: [Bug]: doctor/update can leave CLI and gateway on different installs on Linux](https://github.com/openclaw/openclaw/issues/45645) — open
-
 ### `Pearcekieser`
 
 - profile: [github.com/Pearcekieser](https://github.com/Pearcekieser)
@@ -5379,7 +5382,7 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **2677 days**
+- account age: **2678 days**
 - recent public PR activity: **21 PRs** (1 merged / 3 closed-unmerged / 17 open; merged rate **5%**, closed-unmerged rate **14%**, open rate **81%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
@@ -5543,28 +5546,6 @@ Example artifacts:
 - [PR #66243: infra: normalize proxy fetch input and convert global FormData to undici](https://github.com/openclaw/openclaw/pull/66243) — open
 - [PR #66241: Discord: persist component registry to disk across gateway restarts](https://github.com/openclaw/openclaw/pull/66241) — open
 
-### `hoyyeva`
-
-- profile: [github.com/hoyyeva](https://github.com/hoyyeva)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahoyyeva)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahoyyeva)
-- repo first seen: `2026-04-10T19:12:28Z`
-- repo last seen: `2026-04-13T22:14:20Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2206 days**
-- recent public PR activity: **7 PRs** (7 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #66180: fix: include apiKey in codex provider catalog to unblock models.json loading](https://github.com/openclaw/openclaw/pull/66180) — closed, merged
-- [PR #64471: fix: prevent fallback persistence from clobbering user /models picks](https://github.com/openclaw/openclaw/pull/64471) — closed, merged
-
 ### `IshanDaga`
 
 - profile: [github.com/IshanDaga](https://github.com/IshanDaga)
@@ -6289,7 +6270,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #68225: fix(media): anchor sanitizeMimeType regex and reject trailing garbage (#9795)](https://github.com/openclaw/openclaw/pull/68225) — open
-- [PR #68035: fix(discord): fail fast when bot identity fetch fails (#42219)](https://github.com/openclaw/openclaw/pull/68035) — open
+- [PR #68035: fix(discord): fail fast when bot identity fetch fails (#42219)](https://github.com/openclaw/openclaw/pull/68035) — closed
 
 ### `zhangyue19921010`
 
@@ -6813,7 +6794,7 @@ Example artifacts:
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 1 reviews / 1 review comments**
 - account age: **290 days**
-- recent public PR activity: **32 PRs** (21 merged / 6 closed-unmerged / 5 open; merged rate **66%**, closed-unmerged rate **19%**, open rate **16%**)
+- recent public PR activity: **33 PRs** (21 merged / 6 closed-unmerged / 6 open; merged rate **64%**, closed-unmerged rate **18%**, open rate **18%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
 - heuristic read: **young account; high recent PR volume**
@@ -6910,6 +6891,28 @@ Example artifacts:
 - [PR #65586: [codex] Plugin SDK: add reply activity callbacks for channel plugins](https://github.com/openclaw/openclaw/pull/65586) — closed, draft
 - [PR #64184: fix(slack): propagate file IDs through media pipeline to agent context](https://github.com/openclaw/openclaw/pull/64184) — open
 
+### `hoyyeva`
+
+- profile: [github.com/hoyyeva](https://github.com/hoyyeva)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahoyyeva)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahoyyeva)
+- repo first seen: `2026-04-10T19:12:28Z`
+- repo last seen: `2026-04-13T22:14:20Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2206 days**
+- recent public PR activity: **7 PRs** (7 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #66180: fix: include apiKey in codex provider catalog to unblock models.json loading](https://github.com/openclaw/openclaw/pull/66180) — closed, merged
+- [PR #64471: fix: prevent fallback persistence from clobbering user /models picks](https://github.com/openclaw/openclaw/pull/64471) — closed, merged
+
 ### `jiazhizhuo`
 
 - profile: [github.com/jiazhizhuo](https://github.com/jiazhizhuo)
@@ -7803,28 +7806,6 @@ Example artifacts:
 - [PR #66644: docs: add EO plugin showcase (141 experts for OpenClaw)](https://github.com/openclaw/openclaw/pull/66644) — open
 - [Issue #66634: [Feature] RAG Knowledge Base Agent Attribution](https://github.com/openclaw/openclaw/issues/66634) — open
 
-### `abczsl520`
-
-- profile: [github.com/abczsl520](https://github.com/abczsl520)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aabczsl520)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aabczsl520)
-- repo first seen: `2026-04-10T19:13:46Z`
-- repo last seen: `2026-04-10T19:14:03Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2166 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 #64473: fix: allow symlinks within ~/.openclaw directory in boundary path checks](https://github.com/openclaw/openclaw/pull/64473) — open
-- [Issue #64472: Workspace symlinks to ~/.openclaw subdirectories are rejected by boundary path check](https://github.com/openclaw/openclaw/issues/64472) — open
-
 ### `aboimpinto`
 
 - profile: [github.com/aboimpinto](https://github.com/aboimpinto)
@@ -8771,28 +8752,6 @@ Example artifacts:
 - [PR #67782: fix(telegram): skip delete before non-empty command sync](https://github.com/openclaw/openclaw/pull/67782) — open
 - [Issue #51100: [Bug]: Gateway process ignores SIGTERM during Telegram polling recovery — requires SIGKILL](https://github.com/openclaw/openclaw/issues/51100) — closed
 
-### `PalmPalm7`
-
-- profile: [github.com/PalmPalm7](https://github.com/PalmPalm7)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3APalmPalm7)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3APalmPalm7)
-- repo first seen: `2026-04-10T18:31:16Z`
-- repo last seen: `2026-04-11T03:23:28Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **3515 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 #64456: test: cover Discord ACP thread spawn target normalization](https://github.com/openclaw/openclaw/pull/64456) — open
-- [Issue #64455: Discord ACP thread spawn fails with thread_binding_invalid when parent conversation resolves to channel:<id>](https://github.com/openclaw/openclaw/issues/64455) — open
-
 ### `parfumed`
 
 - profile: [github.com/parfumed](https://github.com/parfumed)
@@ -9665,12 +9624,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aalexanderxfgl-bit)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aalexanderxfgl-bit)
 - repo first seen: `2026-04-17T12:32:56Z`
-- repo last seen: `2026-04-17T17:40:37Z`
+- repo last seen: `2026-04-17T18:51:46Z`
 - 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 / 16 reviews / 16 review comments**
+- snapshot discussion activity: **1 comments / 21 reviews / 21 review comments**
 - account age: **66 days**
 - recent public PR activity: **39 PRs** (6 merged / 10 closed-unmerged / 23 open; merged rate **15%**, closed-unmerged rate **26%**, open rate **59%**)
 - public orgs: none visible
@@ -10499,27 +10458,6 @@ Example artifacts:
 Example artifacts:
 - [PR #67023: fix(memory-core): prevent dreaming-narrative session leaks (#66358)](https://github.com/openclaw/openclaw/pull/67023) — open
 
-### `ClawdiaHedgehog`
-
-- profile: [github.com/ClawdiaHedgehog](https://github.com/ClawdiaHedgehog)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AClawdiaHedgehog)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AClawdiaHedgehog)
-- repo first seen: `2026-04-10T19:11:45Z`
-- repo last seen: `2026-04-10T19:11:45Z`
-- 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: **5 days**
-- recent public PR activity: **8 PRs** (0 merged / 7 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **88%**, open rate **12%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
-- heuristic read: **very new account; many recent closed-unmerged PRs; no visible non-self stars**
-
-Example artifacts:
-- [PR #64470: fix(browser): set DISPLAY env var for WSL2 Chrome launches](https://github.com/openclaw/openclaw/pull/64470) — open
-
 ### `clemenshelm`
 
 - profile: [github.com/clemenshelm](https://github.com/clemenshelm)
@@ -10919,6 +10857,27 @@ Example artifacts:
 Example artifacts:
 - [PR #66949: agents/google: round-trip Gemini 3 thoughtSignature on tool calls to unblock Gemini 3.x tool-calling](https://github.com/openclaw/openclaw/pull/66949) — open
 
+### `dlebee-agent`
+
+- profile: [github.com/dlebee-agent](https://github.com/dlebee-agent)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Adlebee-agent)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adlebee-agent)
+- repo first seen: `2026-04-17T18:21:49Z`
+- repo last seen: `2026-04-17T19:05:25Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 2 reviews / 2 review comments**
+- account age: **16 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 **medium**
+- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #68240: feat(onboard): add --daemon-env flag to openclaw onboard --install-daemon](https://github.com/openclaw/openclaw/pull/68240) — open
+
 ### `dongs0104`
 
 - profile: [github.com/dongs0104](https://github.com/dongs0104)
@@ -11198,12 +11157,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEOLreidc)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEOLreidc)
 - repo first seen: `2026-04-16T23:38:07Z`
-- repo last seen: `2026-04-17T17:29:35Z`
+- repo last seen: `2026-04-17T19:17:59Z`
 - 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 / 2 reviews / 2 review comments**
+- snapshot discussion activity: **0 comments / 4 reviews / 4 review comments**
 - account age: **923 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
@@ -13251,6 +13210,27 @@ Example artifacts:
 Example artifacts:
 - [PR #66367: fix: expose qwen3.6-plus on Coding Plan endpoints](https://github.com/openclaw/openclaw/pull/66367) — open
 
+### `linuxhgw`
+
+- profile: [github.com/linuxhgw](https://github.com/linuxhgw)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alinuxhgw)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alinuxhgw)
+- repo first seen: `2026-04-17T18:30:52Z`
+- repo last seen: `2026-04-17T18:30:52Z`
+- 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: **3473 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 #68244: Add new file 'r' with initial content](https://github.com/openclaw/openclaw/pull/68244) — open
+
 ### `liuchuanjie`
 
 - profile: [github.com/liuchuanjie](https://github.com/liuchuanjie)
@@ -13557,7 +13537,7 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **27 comments / 1 reviews / 1 review comments**
-- account age: **3865 days**
+- account age: **3866 days**
 - recent public PR activity: **3 PRs** (3 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**
@@ -13971,12 +13951,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anikilster)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anikilster)
 - repo first seen: `2026-04-11T23:06:15Z`
-- repo last seen: `2026-04-15T23:07:58Z`
+- repo last seen: `2026-04-17T19:00:57Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **8 comments / 0 reviews / 0 review comments**
 - account age: **5275 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
@@ -13986,6 +13966,27 @@ Example artifacts:
 Example artifacts:
 - [PR #66882: fix(wizard): guard text-input prompts against undefined clack results](https://github.com/openclaw/openclaw/pull/66882) — open
 
+### `Nimraakram22`
+
+- profile: [github.com/Nimraakram22](https://github.com/Nimraakram22)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ANimraakram22)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ANimraakram22)
+- repo first seen: `2026-04-17T19:03:24Z`
+- repo last seen: `2026-04-17T19:15:32Z`
+- 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 / 1 reviews / 1 review comments**
+- account age: **82 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 #68247: feat(gateway): Add Xcode Copilot Extension Support](https://github.com/openclaw/openclaw/pull/68247) — open
+
 ### `nir-insuretax`
 
 - profile: [github.com/nir-insuretax](https://github.com/nir-insuretax)
@@ -14897,7 +14898,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arvajustin)
 - repo first seen: `2026-04-17T17:57:49Z`
 - repo last seen: `2026-04-17T17:57:49Z`
-- 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**
@@ -15142,6 +15143,27 @@ Example artifacts:
 Example artifacts:
 - [PR #65126: fix: preserve anthropic replay safety for signed thinking sessions](https://github.com/openclaw/openclaw/pull/65126) — closed, merged
 
+### `ShayMeshGit`
+
+- profile: [github.com/ShayMeshGit](https://github.com/ShayMeshGit)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AShayMeshGit)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AShayMeshGit)
+- repo first seen: `2026-04-17T19:10:02Z`
+- repo last seen: `2026-04-17T19:10:02Z`
+- 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: **2606 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 #68250: docs: use relative links in provider index to fix localization #68139](https://github.com/openclaw/openclaw/pull/68250) — open
+
 ### `shirtlessfounder`
 
 - profile: [github.com/shirtlessfounder](https://github.com/shirtlessfounder)
@@ -15485,7 +15507,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ataosiyuan163)
 - repo first seen: `2026-04-17T17:44:59Z`
 - repo last seen: `2026-04-17T17:44:59Z`
-- 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**
@@ -15835,6 +15857,27 @@ Example artifacts:
 Example artifacts:
 - [PR #65789: docs: add execution checklist for false-green gateway health](https://github.com/openclaw/openclaw/pull/65789) — closed
 
+### `Tuarisa`
+
+- profile: [github.com/Tuarisa](https://github.com/Tuarisa)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ATuarisa)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ATuarisa)
+- repo first seen: `2026-04-17T18:27:59Z`
+- repo last seen: `2026-04-17T18:27:59Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **4909 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 #68243: fix(media-understanding): register custom API stream handler before image completion](https://github.com/openclaw/openclaw/pull/68243) — open
+
 ### `Unayung`
 
 - profile: [github.com/Unayung](https://github.com/Unayung)

new_contributors.parquet

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+size 1193276

snapshots/20260417T192043Z/manifest.json

@@ -0,0 +1,39 @@
+{
+  "artifacts": {
+    "new_contributors_json": "new-contributors-report.json",
+    "new_contributors_markdown": "new-contributors-report.md",
+    "new_contributors_parquet": "new_contributors.parquet"
+  },
+  "counts": {
+    "comments": 135532,
+    "issues": 4138,
+    "links": 43188,
+    "new_contributors": 711,
+    "pr_diffs": 2883,
+    "pr_files": 56284,
+    "pull_requests": 2883,
+    "review_comments": 14201,
+    "reviews": 10714,
+    "timeline_events": 43879
+  },
+  "crawl_started_at": "2026-04-17T19:20:43Z",
+  "delta_counts": {
+    "comments": 24,
+    "issue_stubs": 45,
+    "issues": 14,
+    "links": 70,
+    "pr_diffs": 31,
+    "pr_files": 302,
+    "pull_requests": 31,
+    "review_comments": 542,
+    "reviews": 493,
+    "timeline_events": 928
+  },
+  "extracted_at": "2026-04-17T19:20:43Z",
+  "repo": "openclaw/openclaw",
+  "snapshot_id": "20260417T192043Z",
+  "watermark": {
+    "effective_since": "2026-04-17T18:20:41Z",
+    "next_since": "2026-04-17T19:20:43Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260417T182041Z/manifest.json",
-  "latest_snapshot_id": "20260417T182041Z",
+  "archived_manifest_path": "snapshots/20260417T192043Z/manifest.json",
+  "latest_snapshot_id": "20260417T192043Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-17T18:20:41Z",
+  "next_since": "2026-04-17T19:20:43Z",
   "repo": "openclaw/openclaw",
-  "snapshot_dir": "snapshots/20260417T182041Z"
+  "snapshot_dir": "snapshots/20260417T192043Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-04-17T17:20:40Z",
-  "last_successful_snapshot_id": "20260417T182041Z",
-  "next_since": "2026-04-17T18:20:41Z",
+  "effective_since": "2026-04-17T18:20:41Z",
+  "last_successful_snapshot_id": "20260417T192043Z",
+  "next_since": "2026-04-17T19:20:43Z",
   "repo": "openclaw/openclaw",
-  "updated_at": "2026-04-17T18:20:41Z"
+  "updated_at": "2026-04-17T19:20:43Z"
 }