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evalstate
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+          },
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+            "title": "feat(transport): improve OAuth subscription billing compatibility",
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+            "title": "Community notice: Claude CLI billing discrimination \u2014 findings, workarounds, and formal complaints filed",
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+          },
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+            "number": 64305,
+            "title": "claude-cli backend: spawned CLI gets 402 billing error despite valid Max subscription",
+            "url": "https://github.com/openclaw/openclaw/issues/64305",
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+            "created_at": "2026-04-10T12:42:44Z"
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       "name": "kakahu",
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       },
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     {
       "author_login": "colin-lgtm",
       "name": null,
       },
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     },
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+      "name": "Kejw",
+      "profile_url": "https://github.com/kejw05",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akejw05",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akejw05",
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+      "repo_association": "NONE",
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+      "first_seen_in_snapshot": true,
+      "known_via_prior_merged_pr": false,
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+      "breadth_score": "low",
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+      "heuristic_note": "very new account; high open PR share; no visible non-self stars; targets high-star repos",
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+            "number": 68958,
+            "title": "fix: Remove comments from tsconfig.json to resolve JSON parsing error",
+            "url": "https://github.com/openclaw/openclaw/pull/68958",
+            "state": "open",
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+      "fetch_error": null
+    },
     {
       "author_login": "kenrolzjc",
       "name": null,

new-contributors-report.md CHANGED Viewed

@@ -1,7 +1,7 @@
 # New Contributor Report: openclaw/openclaw
-- Snapshot: `20260419T122035Z`
-- Generated: `2026-04-19T12:22:50Z`
 - Activity window: `7d`
 - Contributors: `702`
@@ -12,10 +12,10 @@
 | `EronFan` | [profile](https://github.com/EronFan) | no | CONTRIBUTOR | 2527d | `2026-03-24T11:57:26Z` | 72 | 0 | weak | low | medium | high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `vincentkoc` | [profile](https://github.com/vincentkoc) | no | MEMBER | 6420d | `2026-02-03T19:03:56Z` | 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` | 42 | 1 | weak | low | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `hclsys` | [profile](https://github.com/hclsys) | no | CONTRIBUTOR | 4339d | `2026-01-29T06:32:51Z` | 41 | 0 | weak | low | high | very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `neeravmakwana` | [profile](https://github.com/neeravmakwana) | no | CONTRIBUTOR | 64d | `2026-02-24T02:57:36Z` | 40 | 0 | weak | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `kagura-agent` | [profile](https://github.com/kagura-agent) | no | CONTRIBUTOR | 32d | `2026-03-18T00:16:55Z` | 37 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
 | `Takhoffman` | [profile](https://github.com/Takhoffman) | no | CONTRIBUTOR | 5455d | `2026-01-27T16:37:08Z` | 32 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
 | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 735d | `2026-03-03T03:34:57Z` | 31 | 11 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `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 |
@@ -37,12 +37,12 @@
 | `Lucenx9` | [profile](https://github.com/Lucenx9) | no | CONTRIBUTOR | 547d | `2026-02-25T06:16:41Z` | 14 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `Eruditi` | [profile](https://github.com/Eruditi) | no | NONE | 1072d | `2026-04-16T15:08:41Z` | 14 | 0 | weak | low | low | many recent closed-unmerged PRs; 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 |
 | `SARAMALI15792` | [profile](https://github.com/SARAMALI15792) | no | CONTRIBUTOR | 992d | `2026-04-02T10:01:48Z` | 14 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `tentacloos` | [profile](https://github.com/tentacloos) | no | NONE | 22d | `2026-04-14T13:17:10Z` | 14 | 0 | n/a | low | medium | very new account; no visible non-self stars |
 | `Bartok9` | [profile](https://github.com/Bartok9) | no | CONTRIBUTOR | 70d | `2026-02-27T18:48:49Z` | 13 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `MoerAI` | [profile](https://github.com/MoerAI) | no | CONTRIBUTOR | 3336d | `2026-02-23T01:38:58Z` | 13 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `openperf` | [profile](https://github.com/openperf) | no | MEMBER | 1860d | `2026-02-07T10:37:24Z` | 13 | 0 | mixed | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `Tianworld` | [profile](https://github.com/Tianworld) | no | CONTRIBUTOR | 2846d | `2026-03-24T16:13:35Z` | 13 | 0 | weak | low | low | high recent PR volume; high open PR share; no visible non-self stars; targets high-star repos |
 | `imadal1n` | [profile](https://github.com/imadal1n) | no | NONE | 1548d | `2026-04-09T00:47:07Z` | 12 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mushuiyu886` | [profile](https://github.com/mushuiyu886) | no | NONE | 37d | `2026-04-10T05:26:47Z` | 12 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -112,6 +112,7 @@
 | `sliverp` | [profile](https://github.com/sliverp) | no | MEMBER | 2933d | `2026-02-06T14:44:05Z` | 5 | 1 | mixed | low | low | targets high-star repos |
 | `altaywtf` | [profile](https://github.com/altaywtf) | no | MEMBER | 4168d | `2026-03-01T16:30:13Z` | 5 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `defonota3box` | [profile](https://github.com/defonota3box) | no | NONE | 121d | `2026-04-13T22:54:16Z` | 5 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `GaosCode` | [profile](https://github.com/GaosCode) | no | CONTRIBUTOR | 632d | `2026-04-09T08:32:17Z` | 5 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `jckm14` | [profile](https://github.com/jckm14) | no | NONE | 2932d | `2026-04-19T10:53:55Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `joshavant` | [profile](https://github.com/joshavant) | no | CONTRIBUTOR | 5430d | `2026-02-19T23:12:53Z` | 5 | 0 | strong | low | low | targets high-star repos |
@@ -129,7 +130,6 @@
 | `briandevans` | [profile](https://github.com/briandevans) | no | CONTRIBUTOR | 103d | `2026-04-14T01:48:32Z` | 4 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `bulutmuf` | [profile](https://github.com/bulutmuf) | no | NONE | 340d | `2026-04-15T13:34:46Z` | 4 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
 | `chrisabad` | [profile](https://github.com/chrisabad) | no | NONE | 2185d | `2026-04-18T02:47:00Z` | 4 | 0 | weak | low | low | 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 |
 | `holeshotclaw` | [profile](https://github.com/holeshotclaw) | no | NONE | 12d | `2026-04-14T22:45:43Z` | 4 | 0 | n/a | low | medium | very new account; no visible non-self stars |
 | `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 |
@@ -160,6 +160,7 @@
 | `miyago9267` | [profile](https://github.com/miyago9267) | no | NONE | 2409d | `2026-04-17T08:38:57Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mpz4life` | [profile](https://github.com/mpz4life) | no | CONTRIBUTOR | 3120d | `2026-02-24T03:08:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mylukin` | [profile](https://github.com/mylukin) | no | CONTRIBUTOR | 5340d | `2026-01-26T00:39:54Z` | 3 | 0 | mixed | low | low | — |
 | `RLTree` | [profile](https://github.com/RLTree) | no | NONE | 1732d | `2026-04-14T20:31:37Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Sanjays2402` | [profile](https://github.com/Sanjays2402) | no | NONE | 2519d | `2026-04-19T08:04:49Z` | 3 | 0 | weak | moderate | low | high open PR share |
 | `SimbaKingjoe` | [profile](https://github.com/SimbaKingjoe) | no | NONE | 1147d | `2026-04-13T10:48:04Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -179,7 +180,6 @@
 | `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 |
 | `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 |
-| `Alex-Alaniz` | [profile](https://github.com/Alex-Alaniz) | no | CONTRIBUTOR | 1705d | `2026-02-23T15:51:19Z` | 3 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `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 |
@@ -228,7 +228,7 @@
 | `josmithiii` | [profile](https://github.com/josmithiii) | no | CONTRIBUTOR | 4984d | `2026-04-14T06:34:16Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `JQRobert` | [profile](https://github.com/JQRobert) | no | NONE | 46d | `2026-04-13T05:33:05Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `jquadrino` | [profile](https://github.com/jquadrino) | no | NONE | 533d | `2026-02-21T06:24:49Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `JustInCache` | [profile](https://github.com/JustInCache) | yes | NONE | 1431d | `2026-04-19T11:44:54Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `kvnkho` | [profile](https://github.com/kvnkho) | no | NONE | 3116d | `2026-04-13T21:57:52Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `leochame` | [profile](https://github.com/leochame) | no | NONE | 495d | `2026-04-13T03:41:33Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Lidang-Jiang` | [profile](https://github.com/Lidang-Jiang) | no | NONE | 1229d | `2026-04-14T02:21:30Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -241,7 +241,6 @@
 | `name5566` | [profile](https://github.com/name5566) | no | NONE | 5820d | `2026-04-19T04:38:23Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Nimraakram22` | [profile](https://github.com/Nimraakram22) | no | NONE | 82d | `2026-04-17T19:03:24Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `notamicrodose` | [profile](https://github.com/notamicrodose) | no | NONE | 1835d | `2026-04-14T06:48:41Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `OFABLE` | [profile](https://github.com/OFABLE) | no | NONE | 2161d | `2026-04-17T14:06:48Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `osolmaz` | [profile](https://github.com/osolmaz) | no | CONTRIBUTOR | 4948d | `2026-02-16T18:46:02Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `pandego` | [profile](https://github.com/pandego) | no | CONTRIBUTOR | 4334d | `2026-02-20T21:19:18Z` | 2 | 0 | weak | moderate | low | high open PR share |
 | `Patrick-Erichsen` | [profile](https://github.com/Patrick-Erichsen) | no | NONE | 3581d | `2026-04-16T20:38:05Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -269,6 +268,7 @@
 | `Kyzcreig` | [profile](https://github.com/Kyzcreig) | no | NONE | 4208d | `2026-03-26T04:03:04Z` | 4 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 | `fuller-stack-dev` | [profile](https://github.com/fuller-stack-dev) | no | CONTRIBUTOR | 55d | `2026-03-02T21:04:55Z` | 4 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `leonardsellem` | [profile](https://github.com/leonardsellem) | no | CONTRIBUTOR | 4992d | `2026-04-10T10:47:02Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
@@ -415,7 +415,7 @@
 | `AnonAmit` | [profile](https://github.com/AnonAmit) | no | CONTRIBUTOR | 1058d | `2026-04-12T14:24:33Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `ANURAG040599` | [profile](https://github.com/ANURAG040599) | no | NONE | 1856d | `2026-04-13T03:07:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Aobing-code` | [profile](https://github.com/Aobing-code) | no | NONE | 761d | `2026-03-07T02:55:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `armanddp` | [profile](https://github.com/armanddp) | yes | CONTRIBUTOR | 6581d | `2026-01-23T14:50:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `artificialdimension` | [profile](https://github.com/artificialdimension) | no | NONE | 70d | `2026-04-18T19:34:56Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `aryankinha` | [profile](https://github.com/aryankinha) | no | NONE | 552d | `2026-04-14T09:25:17Z` | 1 | 0 | mixed | low | low | high open PR share; no visible non-self stars |
 | `athletesofthereef` | [profile](https://github.com/athletesofthereef) | no | NONE | 34d | `2026-04-14T06:04:02Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
@@ -450,7 +450,6 @@
 | `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 |
-| `CodeForgeNet` | [profile](https://github.com/CodeForgeNet) | no | CONTRIBUTOR | 734d | `2026-03-23T19:47:56Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `colin-lgtm` | [profile](https://github.com/colin-lgtm) | no | NONE | 225d | `2026-04-12T21:59:13Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `colygon` | [profile](https://github.com/colygon) | no | NONE | 4913d | `2026-04-16T06:23:40Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `cortana-hd` | [profile](https://github.com/cortana-hd) | no | NONE | 44d | `2026-03-04T15:29:24Z` | 1 | 0 | strong | low | low | very new account; high recent PR volume; no visible non-self stars |
@@ -553,6 +552,7 @@
 | `kantorcodes` | [profile](https://github.com/kantorcodes) | no | NONE | 4520d | `2026-04-13T00:51:30Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 | `kashevk0` | [profile](https://github.com/kashevk0) | no | CONTRIBUTOR | 879d | `2026-04-14T22:33:51Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `KateWilkins` | [profile](https://github.com/KateWilkins) | no | NONE | 4070d | `2026-02-04T19:04:27Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `kenrolzjc` | [profile](https://github.com/kenrolzjc) | no | NONE | 35d | `2026-04-15T15:41:47Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `kerwin612` | [profile](https://github.com/kerwin612) | no | NONE | 4829d | `2026-04-13T10:41:48Z` | 1 | 0 | weak | low | low | high open PR share |
 | `kevinheneveld` | [profile](https://github.com/kevinheneveld) | no | NONE | 5269d | `2026-03-19T00:00:30Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -766,12 +766,12 @@ 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: `2026-04-19T12:18:54Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **101**
 - snapshot authored PRs/issues: **52 PRs / 49 issues**
-- snapshot discussion activity: **253 comments / 1211 reviews / 1211 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`
@@ -792,11 +792,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anightq)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anightq)
 - repo first seen: `2026-04-01T13:17:35Z`
-- repo last seen: `2026-04-19T07:38:07Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **43**
-- snapshot authored PRs/issues: **42 PRs / 1 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **4825 days**
 - recent public PR activity: **116 PRs** (1 merged / 69 closed-unmerged / 46 open; merged rate **1%**, closed-unmerged rate **59%**, open rate **40%**)
@@ -805,9 +805,9 @@ Example artifacts:
 - heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
 Example artifacts:
 - [PR #68867: fix(security): use manifest registry for phantom plugin check](https://github.com/openclaw/openclaw/pull/68867) — closed
 - [PR #68832: fix(cron): support space-separated tools list for PowerShell compatibility](https://github.com/openclaw/openclaw/pull/68832) — closed
-- [PR #68787: fix(voice-call): skip speakInitialMessage when realtime mode is active](https://github.com/openclaw/openclaw/pull/68787) — closed
 - [Issue #59034: [macOS] screen.record command not available on node](https://github.com/openclaw/openclaw/issues/59034) — open
 ### `hclsys`
@@ -862,11 +862,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akagura-agent)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akagura-agent)
 - repo first seen: `2026-03-18T00:16:55Z`
-- repo last seen: `2026-04-19T08:40:59Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **44**
-- snapshot authored PRs/issues: **37 PRs / 7 issues**
 - snapshot discussion activity: **51 comments / 0 reviews / 0 review comments**
 - account age: **32 days**
 - recent public PR activity: **108 PRs** (51 merged / 12 closed-unmerged / 45 open; merged rate **47%**, closed-unmerged rate **11%**, open rate **42%**)
@@ -875,9 +875,9 @@ Example artifacts:
 - heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
 Example artifacts:
 - [PR #68883: fix: discover checkpoint files from disk when store array is empty (#68864)](https://github.com/openclaw/openclaw/pull/68883) — open
 - [PR #68856: fix: skip brew prompt on Linux when native package manager is available](https://github.com/openclaw/openclaw/pull/68856) — open
-- [PR #68846: fix: reap MCP child processes when spawned session run ends](https://github.com/openclaw/openclaw/pull/68846) — open
 - [Issue #68123: feat: allow cron tasks to opt out of main session notification](https://github.com/openclaw/openclaw/issues/68123) — open
 - [Issue #66576: [Feature]: Configurable workspace file inclusion/exclusion (bootstrapFiles)](https://github.com/openclaw/openclaw/issues/66576) — open
 - [Issue #66399: Process supervisor: graceful signal escalation and drain timeout for exec tool](https://github.com/openclaw/openclaw/issues/66399) — open
@@ -1358,9 +1358,9 @@ Example artifacts:
 - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
 Example artifacts:
-- [PR #68914: fix(auto-reply): add identity guard in drain finally to prevent queue orphaning](https://github.com/openclaw/openclaw/pull/68914) — open
-- [PR #68913: fix(gateway): add lazy eviction to costUsageCache](https://github.com/openclaw/openclaw/pull/68913) — open
-- [PR #68912: fix(gateway): clean up nodeWakeById entry on no-registration early return](https://github.com/openclaw/openclaw/pull/68912) — open
 ### `ngutman`
@@ -1385,6 +1385,29 @@ Example artifacts:
 - [PR #67635: fix(openai-codex): normalize stale transport metadata in resolution and discovery](https://github.com/openclaw/openclaw/pull/67635) — closed, merged
 - [PR #65456: fix(agents): isolate skills tests from personal home](https://github.com/openclaw/openclaw/pull/65456) — closed, merged
 ### `pgondhi987`
 - profile: [github.com/pgondhi987](https://github.com/pgondhi987)
@@ -1500,29 +1523,6 @@ Example artifacts:
 - [PR #68485: fix(minimax): enable image input for M2.7 models in provider catalog (#65424)](https://github.com/openclaw/openclaw/pull/68485) — open
 - [PR #67437: fix(bluebubbles): retry attachment fetch when webhook arrives with empty array (#65430)](https://github.com/openclaw/openclaw/pull/67437) — closed
-### `openperf`
-- profile: [github.com/openperf](https://github.com/openperf)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aopenperf)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aopenperf)
-- repo first seen: `2026-02-07T10:37:24Z`
-- repo last seen: `2026-04-18T10:47:27Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **13**
-- snapshot authored PRs/issues: **13 PRs / 0 issues**
-- snapshot discussion activity: **147 comments / 11 reviews / 11 review comments**
-- account age: **1860 days**
-- recent public PR activity: **10 PRs** (4 merged / 4 closed-unmerged / 2 open; merged rate **40%**, closed-unmerged rate **40%**, open rate **20%**)
-- public orgs: `openclaw`
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
-Example artifacts:
-- [PR #68517: fix(infra/restart): exclude ancestor pids from stale-gateway cleanup](https://github.com/openclaw/openclaw/pull/68517) — closed, merged
-- [PR #67947: fix(codex): prevent gateway crash when app-server subprocess terminates abruptly](https://github.com/openclaw/openclaw/pull/67947) — closed, merged
-- [PR #67557: fix(gateway): capture config hash after plugin auto-enable to prevent restart loop](https://github.com/openclaw/openclaw/pull/67557) — closed, merged
 ### `Tianworld`
 - profile: [github.com/Tianworld](https://github.com/Tianworld)
@@ -1667,12 +1667,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aarmorbreak001)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aarmorbreak001)
 - repo first seen: `2026-04-16T01:31:19Z`
-- repo last seen: `2026-04-19T11:57:14Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **11**
 - snapshot authored PRs/issues: **11 PRs / 0 issues**
-- snapshot discussion activity: **8 comments / 3 reviews / 3 review comments**
 - account age: **7 days**
 - recent public PR activity: **145 PRs** (8 merged / 23 closed-unmerged / 114 open; merged rate **6%**, closed-unmerged rate **16%**, open rate **79%**)
 - public orgs: none visible
@@ -3147,6 +3147,29 @@ Example artifacts:
 - [PR #66199: security: wrap iMessage inbound DM body via wrapExternalContent](https://github.com/openclaw/openclaw/pull/66199) — open
 - [PR #66198: security: wrap Signal inbound DM body via wrapExternalContent](https://github.com/openclaw/openclaw/pull/66198) — open
 ### `GaosCode`
 - profile: [github.com/GaosCode](https://github.com/GaosCode)
@@ -3547,29 +3570,6 @@ Example artifacts:
 - [PR #68745: fix(slack): share HTTP route registry via globalThis across module instances](https://github.com/openclaw/openclaw/pull/68745) — open
 - [PR #68381: feat: add maxExecutionMs per-task timeout to command lane](https://github.com/openclaw/openclaw/pull/68381) — open
-### `dutifulbob`
-- profile: [github.com/dutifulbob](https://github.com/dutifulbob)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Adutifulbob)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adutifulbob)
-- repo first seen: `2026-02-22T13:07:44Z`
-- repo last seen: `2026-04-13T19:49:29Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **9 comments / 0 reviews / 0 review comments**
-- account age: **60 days**
-- recent public PR activity: **41 PRs** (38 merged / 3 closed-unmerged / 0 open; merged rate **93%**, closed-unmerged rate **7%**, open rate **0%**)
-- public orgs: `janitrai`, `dutifuldev`
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **very new account; high recent PR volume; no visible non-self stars**
-Example artifacts:
-- [PR #66145: fix: count unknown-tool retries only when streamed](https://github.com/openclaw/openclaw/pull/66145) — closed, merged
-- [PR #65922: fix: stop repeated unknown-tool loops](https://github.com/openclaw/openclaw/pull/65922) — closed, merged
-- [PR #65807: fix: extract shared session status runtime](https://github.com/openclaw/openclaw/pull/65807) — closed, merged
 ### `holeshotclaw`
 - profile: [github.com/holeshotclaw](https://github.com/holeshotclaw)
@@ -4270,6 +4270,29 @@ Example artifacts:
 - [PR #68099: fix(lesson-engine): bump inject to Top 10 + add coverage logging](https://github.com/openclaw/openclaw/pull/68099) — closed
 - [PR #65842: docs(lesson-engine): sync injected-lessons.md to AGENTS.default.md session start](https://github.com/openclaw/openclaw/pull/65842) — closed
 ### `RLTree`
 - profile: [github.com/RLTree](https://github.com/RLTree)
@@ -4722,31 +4745,6 @@ Example artifacts:
 - [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
-### `Alex-Alaniz`
-- profile: [github.com/Alex-Alaniz](https://github.com/Alex-Alaniz)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AAlex-Alaniz)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AAlex-Alaniz)
-- repo first seen: `2026-02-23T15:51:19Z`
-- repo last seen: `2026-04-12T14:45:11Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **3 PRs / 2 issues**
-- snapshot discussion activity: **15 comments / 0 reviews / 0 review comments**
-- account age: **1705 days**
-- recent public PR activity: **4 PRs** (1 merged / 2 closed-unmerged / 1 open; merged rate **25%**, closed-unmerged rate **50%**, open rate **25%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-Example artifacts:
-- [PR #65406: docs(providers): add Claude subscription billing proxy guide](https://github.com/openclaw/openclaw/pull/65406) — open
-- [PR #65348: docs: add Claude subscription billing guide for Max/Pro subscribers](https://github.com/openclaw/openclaw/pull/65348) — closed
-- [PR #64582: feat(transport): improve OAuth subscription billing compatibility](https://github.com/openclaw/openclaw/pull/64582) — closed
-- [Issue #64460: Community notice: Claude CLI billing discrimination — findings, workarounds, and formal complaints filed](https://github.com/openclaw/openclaw/issues/64460) — open
-- [Issue #64305: claude-cli backend: spawned CLI gets 402 billing error despite valid Max subscription](https://github.com/openclaw/openclaw/issues/64305) — closed
 ### `sparkeros`
 - profile: [github.com/sparkeros](https://github.com/sparkeros)
@@ -4920,12 +4918,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Afrankhli843)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Afrankhli843)
 - repo first seen: `2026-04-17T16:19:07Z`
-- repo last seen: `2026-04-19T00:17:00Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **2 PRs / 2 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
 - account age: **2499 days**
 - recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
 - public orgs: none visible
@@ -5845,7 +5843,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJustInCache)
 - repo first seen: `2026-04-19T11:44:54Z`
 - repo last seen: `2026-04-19T11:45:11Z`
-- first seen in snapshot: **yes**
 - repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
@@ -6124,28 +6122,6 @@ Example artifacts:
 - [PR #67668: feat(openrouter): add image generation provider](https://github.com/openclaw/openclaw/pull/67668) — open
 - [PR #67245: fix(docs): correct imageGenerationModel → imageModel in config examples](https://github.com/openclaw/openclaw/pull/67245) — closed
-### `OFABLE`
-- profile: [github.com/OFABLE](https://github.com/OFABLE)
-- 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: `2026-04-19T11:28:01Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **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
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-Example artifacts:
-- [PR #68936: Autofix: add PR review autofix pipeline + Windows daemon](https://github.com/openclaw/openclaw/pull/68936) — open
-- [PR #68135: Agents: add claude-sdk runtime with native-tool bridge and sub-agent converter](https://github.com/openclaw/openclaw/pull/68135) — closed
 ### `osolmaz`
 - profile: [github.com/osolmaz](https://github.com/osolmaz)
@@ -6757,6 +6733,31 @@ 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
 ### `kakahu2015`
 - profile: [github.com/kakahu2015](https://github.com/kakahu2015)
@@ -10012,7 +10013,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aarmanddp)
 - repo first seen: `2026-01-23T14:50:14Z`
 - repo last seen: `2026-04-19T12:13:50Z`
-- first seen in snapshot: **yes**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -10740,27 +10741,6 @@ Example artifacts:
 Example artifacts:
 - [PR #66502: fix: keep gateway service path stable across pnpm upgrades](https://github.com/openclaw/openclaw/pull/66502) — open
-### `CodeForgeNet`
-- profile: [github.com/CodeForgeNet](https://github.com/CodeForgeNet)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ACodeForgeNet)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ACodeForgeNet)
-- repo first seen: `2026-03-23T19:47:56Z`
-- repo last seen: `2026-04-12T13:12:44Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
-- account age: **734 days**
-- recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-Example artifacts:
-- [PR #65354: gateway: always send idempotencyKey on plugin subagent run](https://github.com/openclaw/openclaw/pull/65354) — closed, merged
 ### `colin-lgtm`
 - profile: [github.com/colin-lgtm](https://github.com/colin-lgtm)
@@ -12903,6 +12883,27 @@ Example artifacts:
 Example artifacts:
 - [PR #68694: FEAT: Add tts and image generation support to xai extension](https://github.com/openclaw/openclaw/pull/68694) — open
 ### `kenrolzjc`
 - profile: [github.com/kenrolzjc](https://github.com/kenrolzjc)

 # New Contributor Report: openclaw/openclaw
+- Snapshot: `20260419T132035Z`
+- Generated: `2026-04-19T13:22:05Z`
 - Activity window: `7d`
 - Contributors: `702`
 | `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 |
 | `hclsys` | [profile](https://github.com/hclsys) | no | CONTRIBUTOR | 4339d | `2026-01-29T06:32:51Z` | 41 | 0 | weak | low | high | very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `neeravmakwana` | [profile](https://github.com/neeravmakwana) | no | CONTRIBUTOR | 64d | `2026-02-24T02:57:36Z` | 40 | 0 | weak | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `kagura-agent` | [profile](https://github.com/kagura-agent) | no | CONTRIBUTOR | 32d | `2026-03-18T00:16:55Z` | 38 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
 | `Takhoffman` | [profile](https://github.com/Takhoffman) | no | CONTRIBUTOR | 5455d | `2026-01-27T16:37:08Z` | 32 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
 | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 735d | `2026-03-03T03:34:57Z` | 31 | 11 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `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 |
 | `Lucenx9` | [profile](https://github.com/Lucenx9) | no | CONTRIBUTOR | 547d | `2026-02-25T06:16:41Z` | 14 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `Eruditi` | [profile](https://github.com/Eruditi) | no | NONE | 1072d | `2026-04-16T15:08:41Z` | 14 | 0 | weak | low | low | many recent closed-unmerged PRs; 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 |
+| `openperf` | [profile](https://github.com/openperf) | no | MEMBER | 1860d | `2026-02-07T10:37:24Z` | 14 | 0 | mixed | low | low | many recent closed-unmerged PRs; no visible non-self stars; 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 |
 | `SARAMALI15792` | [profile](https://github.com/SARAMALI15792) | no | CONTRIBUTOR | 992d | `2026-04-02T10:01:48Z` | 14 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `tentacloos` | [profile](https://github.com/tentacloos) | no | NONE | 22d | `2026-04-14T13:17:10Z` | 14 | 0 | n/a | low | medium | very new account; no visible non-self stars |
 | `Bartok9` | [profile](https://github.com/Bartok9) | no | CONTRIBUTOR | 70d | `2026-02-27T18:48:49Z` | 13 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `MoerAI` | [profile](https://github.com/MoerAI) | no | CONTRIBUTOR | 3336d | `2026-02-23T01:38:58Z` | 13 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Tianworld` | [profile](https://github.com/Tianworld) | no | CONTRIBUTOR | 2846d | `2026-03-24T16:13:35Z` | 13 | 0 | weak | low | low | high recent PR volume; high open PR share; no visible non-self stars; targets high-star repos |
 | `imadal1n` | [profile](https://github.com/imadal1n) | no | NONE | 1548d | `2026-04-09T00:47:07Z` | 12 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mushuiyu886` | [profile](https://github.com/mushuiyu886) | no | NONE | 37d | `2026-04-10T05:26:47Z` | 12 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; 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 |
 | `defonota3box` | [profile](https://github.com/defonota3box) | no | NONE | 121d | `2026-04-13T22:54:16Z` | 5 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
+| `dutifulbob` | [profile](https://github.com/dutifulbob) | no | CONTRIBUTOR | 60d | `2026-02-22T13:07:44Z` | 5 | 0 | strong | moderate | low | very new account; high recent PR volume; no visible non-self stars |
 | `GaosCode` | [profile](https://github.com/GaosCode) | no | CONTRIBUTOR | 632d | `2026-04-09T08:32:17Z` | 5 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `jckm14` | [profile](https://github.com/jckm14) | no | NONE | 2932d | `2026-04-19T10:53:55Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `joshavant` | [profile](https://github.com/joshavant) | no | CONTRIBUTOR | 5430d | `2026-02-19T23:12:53Z` | 5 | 0 | strong | low | low | targets high-star repos |
 | `briandevans` | [profile](https://github.com/briandevans) | no | CONTRIBUTOR | 103d | `2026-04-14T01:48:32Z` | 4 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `bulutmuf` | [profile](https://github.com/bulutmuf) | no | NONE | 340d | `2026-04-15T13:34:46Z` | 4 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
 | `chrisabad` | [profile](https://github.com/chrisabad) | no | NONE | 2185d | `2026-04-18T02:47:00Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `holeshotclaw` | [profile](https://github.com/holeshotclaw) | no | NONE | 12d | `2026-04-14T22:45:43Z` | 4 | 0 | n/a | low | medium | very new account; no visible non-self stars |
 | `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 |
 | `miyago9267` | [profile](https://github.com/miyago9267) | no | NONE | 2409d | `2026-04-17T08:38:57Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mpz4life` | [profile](https://github.com/mpz4life) | no | CONTRIBUTOR | 3120d | `2026-02-24T03:08:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mylukin` | [profile](https://github.com/mylukin) | no | CONTRIBUTOR | 5340d | `2026-01-26T00:39:54Z` | 3 | 0 | mixed | low | low | — |
+| `OFABLE` | [profile](https://github.com/OFABLE) | no | NONE | 2161d | `2026-04-17T14:06:48Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `RLTree` | [profile](https://github.com/RLTree) | no | NONE | 1732d | `2026-04-14T20:31:37Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Sanjays2402` | [profile](https://github.com/Sanjays2402) | no | NONE | 2519d | `2026-04-19T08:04:49Z` | 3 | 0 | weak | moderate | low | high open PR share |
 | `SimbaKingjoe` | [profile](https://github.com/SimbaKingjoe) | no | NONE | 1147d | `2026-04-13T10:48:04Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; 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 |
 | `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 |
 | `josmithiii` | [profile](https://github.com/josmithiii) | no | CONTRIBUTOR | 4984d | `2026-04-14T06:34:16Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `JQRobert` | [profile](https://github.com/JQRobert) | no | NONE | 46d | `2026-04-13T05:33:05Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `jquadrino` | [profile](https://github.com/jquadrino) | no | NONE | 533d | `2026-02-21T06:24:49Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `JustInCache` | [profile](https://github.com/JustInCache) | no | NONE | 1431d | `2026-04-19T11:44:54Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `kvnkho` | [profile](https://github.com/kvnkho) | no | NONE | 3116d | `2026-04-13T21:57:52Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `leochame` | [profile](https://github.com/leochame) | no | NONE | 495d | `2026-04-13T03:41:33Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Lidang-Jiang` | [profile](https://github.com/Lidang-Jiang) | no | NONE | 1229d | `2026-04-14T02:21:30Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `name5566` | [profile](https://github.com/name5566) | no | NONE | 5820d | `2026-04-19T04:38:23Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Nimraakram22` | [profile](https://github.com/Nimraakram22) | no | NONE | 82d | `2026-04-17T19:03:24Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `notamicrodose` | [profile](https://github.com/notamicrodose) | no | NONE | 1835d | `2026-04-14T06:48:41Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `osolmaz` | [profile](https://github.com/osolmaz) | no | CONTRIBUTOR | 4948d | `2026-02-16T18:46:02Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `pandego` | [profile](https://github.com/pandego) | no | CONTRIBUTOR | 4334d | `2026-02-20T21:19:18Z` | 2 | 0 | weak | moderate | low | high open PR share |
 | `Patrick-Erichsen` | [profile](https://github.com/Patrick-Erichsen) | no | NONE | 3581d | `2026-04-16T20:38:05Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Kyzcreig` | [profile](https://github.com/Kyzcreig) | no | NONE | 4208d | `2026-03-26T04:03:04Z` | 4 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 | `fuller-stack-dev` | [profile](https://github.com/fuller-stack-dev) | no | CONTRIBUTOR | 55d | `2026-03-02T21:04:55Z` | 4 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `leonardsellem` | [profile](https://github.com/leonardsellem) | no | CONTRIBUTOR | 4992d | `2026-04-10T10:47:02Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `Alex-Alaniz` | [profile](https://github.com/Alex-Alaniz) | no | CONTRIBUTOR | 1705d | `2026-02-23T15:51:19Z` | 3 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `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 |
 | `AnonAmit` | [profile](https://github.com/AnonAmit) | no | CONTRIBUTOR | 1058d | `2026-04-12T14:24:33Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `ANURAG040599` | [profile](https://github.com/ANURAG040599) | no | NONE | 1856d | `2026-04-13T03:07:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Aobing-code` | [profile](https://github.com/Aobing-code) | no | NONE | 761d | `2026-03-07T02:55:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `armanddp` | [profile](https://github.com/armanddp) | no | CONTRIBUTOR | 6581d | `2026-01-23T14:50:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `artificialdimension` | [profile](https://github.com/artificialdimension) | no | NONE | 70d | `2026-04-18T19:34:56Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `aryankinha` | [profile](https://github.com/aryankinha) | no | NONE | 552d | `2026-04-14T09:25:17Z` | 1 | 0 | mixed | low | low | high open PR share; no visible non-self stars |
 | `athletesofthereef` | [profile](https://github.com/athletesofthereef) | no | NONE | 34d | `2026-04-14T06:04:02Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
 | `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 |
 | `colin-lgtm` | [profile](https://github.com/colin-lgtm) | no | NONE | 225d | `2026-04-12T21:59:13Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `colygon` | [profile](https://github.com/colygon) | no | NONE | 4913d | `2026-04-16T06:23:40Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `cortana-hd` | [profile](https://github.com/cortana-hd) | no | NONE | 44d | `2026-03-04T15:29:24Z` | 1 | 0 | strong | low | low | very new account; high recent PR volume; no visible non-self stars |
 | `kantorcodes` | [profile](https://github.com/kantorcodes) | no | NONE | 4520d | `2026-04-13T00:51:30Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 | `kashevk0` | [profile](https://github.com/kashevk0) | no | CONTRIBUTOR | 879d | `2026-04-14T22:33:51Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `KateWilkins` | [profile](https://github.com/KateWilkins) | no | NONE | 4070d | `2026-02-04T19:04:27Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `kejw05` | [profile](https://github.com/kejw05) | yes | NONE | 49d | `2026-04-19T12:49:21Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `kenrolzjc` | [profile](https://github.com/kenrolzjc) | no | NONE | 35d | `2026-04-15T15:41:47Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `kerwin612` | [profile](https://github.com/kerwin612) | no | NONE | 4829d | `2026-04-13T10:41:48Z` | 1 | 0 | weak | low | low | high open PR share |
 | `kevinheneveld` | [profile](https://github.com/kevinheneveld) | no | NONE | 5269d | `2026-03-19T00:00:30Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3A100yenadmin)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3A100yenadmin)
 - repo first seen: `2026-03-15T18:31:56Z`
+- repo last seen: `2026-04-19T13:15:06Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **101**
 - snapshot authored PRs/issues: **52 PRs / 49 issues**
+- snapshot discussion activity: **254 comments / 1235 reviews / 1235 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`
 - 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`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
+- repo primary artifacts: **44**
+- snapshot authored PRs/issues: **43 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%**)
 - heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
 Example artifacts:
+- [PR #68963: fix(telegram): wire humanDelay config into block streaming dispatcher](https://github.com/openclaw/openclaw/pull/68963) — open
 - [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`
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akagura-agent)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akagura-agent)
 - repo first seen: `2026-03-18T00:16:55Z`
+- repo last seen: `2026-04-19T12:38:48Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
+- repo primary artifacts: **45**
+- snapshot authored PRs/issues: **38 PRs / 7 issues**
 - snapshot discussion activity: **51 comments / 0 reviews / 0 review comments**
 - account age: **32 days**
 - recent public PR activity: **108 PRs** (51 merged / 12 closed-unmerged / 45 open; merged rate **47%**, closed-unmerged rate **11%**, open rate **42%**)
 - heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
 Example artifacts:
+- [PR #68956: fix: wire humanDelay into Telegram block reply dispatcher](https://github.com/openclaw/openclaw/pull/68956) — closed
 - [PR #68883: fix: discover checkpoint files from disk when store array is empty (#68864)](https://github.com/openclaw/openclaw/pull/68883) — open
 - [PR #68856: fix: skip brew prompt on Linux when native package manager is available](https://github.com/openclaw/openclaw/pull/68856) — open
 - [Issue #68123: feat: allow cron tasks to opt out of main session notification](https://github.com/openclaw/openclaw/issues/68123) — open
 - [Issue #66576: [Feature]: Configurable workspace file inclusion/exclusion (bootstrapFiles)](https://github.com/openclaw/openclaw/issues/66576) — open
 - [Issue #66399: Process supervisor: graceful signal escalation and drain timeout for exec tool](https://github.com/openclaw/openclaw/issues/66399) — open
 - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
 Example artifacts:
+- [PR #68914: fix(auto-reply): add identity guard in drain finally to prevent queue orphaning](https://github.com/openclaw/openclaw/pull/68914) — closed
+- [PR #68913: fix(gateway): add lazy eviction to costUsageCache](https://github.com/openclaw/openclaw/pull/68913) — closed
+- [PR #68912: fix(gateway): clean up nodeWakeById entry on no-registration early return](https://github.com/openclaw/openclaw/pull/68912) — closed
 ### `ngutman`
 - [PR #67635: fix(openai-codex): normalize stale transport metadata in resolution and discovery](https://github.com/openclaw/openclaw/pull/67635) — closed, merged
 - [PR #65456: fix(agents): isolate skills tests from personal home](https://github.com/openclaw/openclaw/pull/65456) — closed, merged
+### `openperf`
+- profile: [github.com/openperf](https://github.com/openperf)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aopenperf)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aopenperf)
+- repo first seen: `2026-02-07T10:37:24Z`
+- repo last seen: `2026-04-19T12:24:37Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **14**
+- snapshot authored PRs/issues: **14 PRs / 0 issues**
+- snapshot discussion activity: **147 comments / 11 reviews / 11 review comments**
+- account age: **1860 days**
+- recent public PR activity: **10 PRs** (4 merged / 4 closed-unmerged / 2 open; merged rate **40%**, closed-unmerged rate **40%**, open rate **20%**)
+- public orgs: `openclaw`
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
+Example artifacts:
+- [PR #68954: fix(slack): tolerate unresolved channel SecretRef on outbound send path](https://github.com/openclaw/openclaw/pull/68954) — open
+- [PR #68517: fix(infra/restart): exclude ancestor pids from stale-gateway cleanup](https://github.com/openclaw/openclaw/pull/68517) — closed, merged
+- [PR #67947: fix(codex): prevent gateway crash when app-server subprocess terminates abruptly](https://github.com/openclaw/openclaw/pull/67947) — closed, merged
 ### `pgondhi987`
 - profile: [github.com/pgondhi987](https://github.com/pgondhi987)
 - [PR #68485: fix(minimax): enable image input for M2.7 models in provider catalog (#65424)](https://github.com/openclaw/openclaw/pull/68485) — open
 - [PR #67437: fix(bluebubbles): retry attachment fetch when webhook arrives with empty array (#65430)](https://github.com/openclaw/openclaw/pull/67437) — closed
 ### `Tianworld`
 - profile: [github.com/Tianworld](https://github.com/Tianworld)
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aarmorbreak001)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aarmorbreak001)
 - repo first seen: `2026-04-16T01:31:19Z`
+- repo last seen: `2026-04-19T12:26:48Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **11**
 - snapshot authored PRs/issues: **11 PRs / 0 issues**
+- snapshot discussion activity: **10 comments / 3 reviews / 3 review comments**
 - account age: **7 days**
 - recent public PR activity: **145 PRs** (8 merged / 23 closed-unmerged / 114 open; merged rate **6%**, closed-unmerged rate **16%**, open rate **79%**)
 - public orgs: none visible
 - [PR #66199: security: wrap iMessage inbound DM body via wrapExternalContent](https://github.com/openclaw/openclaw/pull/66199) — open
 - [PR #66198: security: wrap Signal inbound DM body via wrapExternalContent](https://github.com/openclaw/openclaw/pull/66198) — open
+### `dutifulbob`
+- profile: [github.com/dutifulbob](https://github.com/dutifulbob)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Adutifulbob)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adutifulbob)
+- repo first seen: `2026-02-22T13:07:44Z`
+- repo last seen: `2026-04-19T12:24:30Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **5 PRs / 0 issues**
+- snapshot discussion activity: **9 comments / 0 reviews / 0 review comments**
+- account age: **60 days**
+- recent public PR activity: **41 PRs** (38 merged / 3 closed-unmerged / 0 open; merged rate **93%**, closed-unmerged rate **7%**, open rate **0%**)
+- public orgs: `janitrai`, `dutifuldev`
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **very new account; high recent PR volume; no visible non-self stars**
+Example artifacts:
+- [PR #68953: fix: tolerate partial Discord slash channels](https://github.com/openclaw/openclaw/pull/68953) — open
+- [PR #66145: fix: count unknown-tool retries only when streamed](https://github.com/openclaw/openclaw/pull/66145) — closed, merged
+- [PR #65922: fix: stop repeated unknown-tool loops](https://github.com/openclaw/openclaw/pull/65922) — closed, merged
 ### `GaosCode`
 - profile: [github.com/GaosCode](https://github.com/GaosCode)
 - [PR #68745: fix(slack): share HTTP route registry via globalThis across module instances](https://github.com/openclaw/openclaw/pull/68745) — open
 - [PR #68381: feat: add maxExecutionMs per-task timeout to command lane](https://github.com/openclaw/openclaw/pull/68381) — open
 ### `holeshotclaw`
 - profile: [github.com/holeshotclaw](https://github.com/holeshotclaw)
 - [PR #68099: fix(lesson-engine): bump inject to Top 10 + add coverage logging](https://github.com/openclaw/openclaw/pull/68099) — closed
 - [PR #65842: docs(lesson-engine): sync injected-lessons.md to AGENTS.default.md session start](https://github.com/openclaw/openclaw/pull/65842) — closed
+### `OFABLE`
+- profile: [github.com/OFABLE](https://github.com/OFABLE)
+- 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`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **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
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+Example artifacts:
+- [PR #68961: Agents: add claude-sdk runtime with native-tool bridge + Phase 3 default flip](https://github.com/openclaw/openclaw/pull/68961) — open
+- [PR #68936: Autofix: add PR review autofix pipeline + Windows daemon](https://github.com/openclaw/openclaw/pull/68936) — open
+- [PR #68135: Agents: add claude-sdk runtime with native-tool bridge and sub-agent converter](https://github.com/openclaw/openclaw/pull/68135) — closed
 ### `RLTree`
 - profile: [github.com/RLTree](https://github.com/RLTree)
 - [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)
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Afrankhli843)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Afrankhli843)
 - repo first seen: `2026-04-17T16:19:07Z`
+- repo last seen: `2026-04-19T13:10:21Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **2 PRs / 2 issues**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
 - account age: **2499 days**
 - recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
 - public orgs: none visible
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJustInCache)
 - repo first seen: `2026-04-19T11:44:54Z`
 - repo last seen: `2026-04-19T11:45:11Z`
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - [PR #67668: feat(openrouter): add image generation provider](https://github.com/openclaw/openclaw/pull/67668) — open
 - [PR #67245: fix(docs): correct imageGenerationModel → imageModel in config examples](https://github.com/openclaw/openclaw/pull/67245) — closed
 ### `osolmaz`
 - profile: [github.com/osolmaz](https://github.com/osolmaz)
 - [PR #65012: fix(memory-wiki): pass app config into CLI metadata registrar](https://github.com/openclaw/openclaw/pull/65012) — closed, merged
 - [PR #64466: fix(memory-core): preserve public artifact visibility through loader cache restore](https://github.com/openclaw/openclaw/pull/64466) — closed
+### `Alex-Alaniz`
+- profile: [github.com/Alex-Alaniz](https://github.com/Alex-Alaniz)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AAlex-Alaniz)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AAlex-Alaniz)
+- repo first seen: `2026-02-23T15:51:19Z`
+- repo last seen: `2026-04-12T14:45:11Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **3 PRs / 2 issues**
+- snapshot discussion activity: **15 comments / 0 reviews / 0 review comments**
+- account age: **1705 days**
+- recent public PR activity: **4 PRs** (1 merged / 2 closed-unmerged / 1 open; merged rate **25%**, closed-unmerged rate **50%**, open rate **25%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+Example artifacts:
+- [PR #65406: docs(providers): add Claude subscription billing proxy guide](https://github.com/openclaw/openclaw/pull/65406) — open
+- [PR #65348: docs: add Claude subscription billing guide for Max/Pro subscribers](https://github.com/openclaw/openclaw/pull/65348) — closed
+- [PR #64582: feat(transport): improve OAuth subscription billing compatibility](https://github.com/openclaw/openclaw/pull/64582) — closed
+- [Issue #64460: Community notice: Claude CLI billing discrimination — findings, workarounds, and formal complaints filed](https://github.com/openclaw/openclaw/issues/64460) — open
+- [Issue #64305: claude-cli backend: spawned CLI gets 402 billing error despite valid Max subscription](https://github.com/openclaw/openclaw/issues/64305) — closed
 ### `kakahu2015`
 - profile: [github.com/kakahu2015](https://github.com/kakahu2015)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aarmanddp)
 - repo first seen: `2026-01-23T14:50:14Z`
 - repo last seen: `2026-04-19T12:13:50Z`
+- first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 Example artifacts:
 - [PR #66502: fix: keep gateway service path stable across pnpm upgrades](https://github.com/openclaw/openclaw/pull/66502) — open
 ### `colin-lgtm`
 - profile: [github.com/colin-lgtm](https://github.com/colin-lgtm)
 Example artifacts:
 - [PR #68694: FEAT: Add tts and image generation support to xai extension](https://github.com/openclaw/openclaw/pull/68694) — open
+### `kejw05`
+- profile: [github.com/kejw05](https://github.com/kejw05)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akejw05)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akejw05)
+- repo first seen: `2026-04-19T12:49:21Z`
+- repo last seen: `2026-04-19T12:49:35Z`
+- 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 / 0 reviews / 0 review comments**
+- account age: **49 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
+Example artifacts:
+- [PR #68958: fix: Remove comments from tsconfig.json to resolve JSON parsing error](https://github.com/openclaw/openclaw/pull/68958) — open
 ### `kenrolzjc`
 - profile: [github.com/kenrolzjc](https://github.com/kenrolzjc)

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