Refresh openclaw dataset snapshot 20260418T202035Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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+      "fetch_error": null
+    },
     {
       "author_login": "tmlxrd",
       "name": "tm.lxrd",
@@ -48329,12 +48405,12 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AYoungMoneyInvestments",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AYoungMoneyInvestments",
       "repo_first_seen_at": "2026-02-23T16:58:16Z",
-      "repo_last_seen_at": "2026-04-18T01:31:11Z",
+      "repo_last_seen_at": "2026-04-18T19:26:06Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 3,
+      "repo_artifact_count": 4,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 2,
+      "snapshot_comment_count": 3,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260418T192035Z`
-- Generated: `2026-04-18T19:22:12Z`
+- Snapshot: `20260418T202035Z`
+- Generated: `2026-04-18T20:22:25Z`
 - Activity window: `7d`
-- Contributors: `713`
+- Contributors: `715`
 
 ## Summary
 
@@ -46,8 +46,8 @@
 | `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 |
 | `pashpashpash` | [profile](https://github.com/pashpashpash) | no | CONTRIBUTOR | 3539d | `2026-04-12T00:42:09Z` | 12 | 0 | mixed | low | low | targets high-star repos |
 | `sudie-codes` | [profile](https://github.com/sudie-codes) | no | CONTRIBUTOR | 173d | `2026-03-23T03:58:32Z` | 12 | 0 | mixed | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
-| `1aifanatic` | [profile](https://github.com/1aifanatic) | no | NONE | 2426d | `2026-02-01T16:01:30Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `Bartok9` | [profile](https://github.com/Bartok9) | no | CONTRIBUTOR | 70d | `2026-02-27T18:48:49Z` | 10 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `1aifanatic` | [profile](https://github.com/1aifanatic) | no | NONE | 2426d | `2026-02-01T16:01:30Z` | 11 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `Bartok9` | [profile](https://github.com/Bartok9) | no | CONTRIBUTOR | 70d | `2026-02-27T18:48:49Z` | 11 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `Jimmy-xuzimo` | [profile](https://github.com/Jimmy-xuzimo) | no | CONTRIBUTOR | 1335d | `2026-02-25T14:46:20Z` | 10 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `Linux2010` | [profile](https://github.com/Linux2010) | no | CONTRIBUTOR | 3021d | `2026-02-28T09:30:44Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `lml2468` | [profile](https://github.com/lml2468) | no | CONTRIBUTOR | 2893d | `2026-03-03T11:34:24Z` | 10 | 0 | strong | low | low | high recent PR volume |
@@ -98,7 +98,7 @@
 | `jjmk6` | [profile](https://github.com/jjmk6) | no | NONE | 254d | `2026-04-17T13:50:46Z` | 6 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
 | `l0cka` | [profile](https://github.com/l0cka) | no | CONTRIBUTOR | 3942d | `2026-04-11T22:54:22Z` | 6 | 0 | strong | low | low | — |
 | `manhhai999` | [profile](https://github.com/manhhai999) | no | NONE | 2076d | `2026-04-13T10:17:17Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `neofdezf-cloud` | [profile](https://github.com/neofdezf-cloud) | no | NONE | 19d | `2026-04-11T10:11:35Z` | 6 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `plgonzalezrx8` | [profile](https://github.com/plgonzalezrx8) | no | CONTRIBUTOR | 3595d | `2026-01-31T01:53:17Z` | 6 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `skylee-01` | [profile](https://github.com/skylee-01) | no | NONE | 2648d | `2026-04-14T12:14:20Z` | 6 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `stanleeyY` | [profile](https://github.com/stanleeyY) | no | NONE | 4751d | `2026-04-13T16:15:57Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ZehanXu-Doncic` | [profile](https://github.com/ZehanXu-Doncic) | no | NONE | 43d | `2026-04-13T08:06:37Z` | 6 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -113,7 +113,6 @@
 | `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 |
 | `jasonmakr` | [profile](https://github.com/jasonmakr) | no | NONE | 39d | `2026-04-18T02:14:36Z` | 5 | 0 | weak | low | medium | very new account; 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 |
-| `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 |
 | `YangManBOBO` | [profile](https://github.com/YangManBOBO) | no | NONE | 827d | `2026-03-03T01:36:04Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -152,6 +151,7 @@
 | `alekseivarin-gif` | [profile](https://github.com/alekseivarin-gif) | no | NONE | 0d | `2026-04-18T13:06:54Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Ante042` | [profile](https://github.com/Ante042) | no | NONE | 2859d | `2026-04-18T13:02:47Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `damselem` | [profile](https://github.com/damselem) | no | CONTRIBUTOR | 6104d | `2026-04-12T09:37:25Z` | 3 | 0 | n/a | low | low | no visible non-self stars |
+| `evgyur` | [profile](https://github.com/evgyur) | no | NONE | 1222d | `2026-04-17T22:56:05Z` | 3 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `GameWorldsDEV` | [profile](https://github.com/GameWorldsDEV) | no | NONE | 609d | `2026-03-22T22:51:07Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `jarimustonen` | [profile](https://github.com/jarimustonen) | no | CONTRIBUTOR | 5232d | `2026-03-18T15:12:36Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `johnturek` | [profile](https://github.com/johnturek) | no | NONE | 6271d | `2026-04-14T03:23:25Z` | 3 | 0 | mixed | low | low | — |
@@ -164,9 +164,10 @@
 | `sqsge` | [profile](https://github.com/sqsge) | no | NONE | 1979d | `2026-04-13T14:48:07Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `xudaiyanzi` | [profile](https://github.com/xudaiyanzi) | no | NONE | 2751d | `2026-04-14T20:23:42Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `slepybear` | [profile](https://github.com/slepybear) | no | CONTRIBUTOR | 1386d | `2026-04-09T16:25:21Z` | 19 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `neofdezf-cloud` | [profile](https://github.com/neofdezf-cloud) | no | NONE | 19d | `2026-04-11T10:11:35Z` | 6 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
 | `sercada` | [profile](https://github.com/sercada) | no | CONTRIBUTOR | 3420d | `2026-03-10T14:46:37Z` | 5 | 2 | mixed | low | low | high open PR share; targets high-star repos |
-| `mraleko` | [profile](https://github.com/mraleko) | no | NONE | 938d | `2026-04-08T03:48:45Z` | 5 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `mraleko` | [profile](https://github.com/mraleko) | no | CONTRIBUTOR | 938d | `2026-04-08T03:48:45Z` | 5 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `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 |
 | `jerome-benoit` | [profile](https://github.com/jerome-benoit) | no | NONE | 4459d | `2026-03-12T22:28:40Z` | 4 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
 | `steipete` | [profile](https://github.com/steipete) | no | CONTRIBUTOR | 6258d | `2025-11-26T16:46:20Z` | 4 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -201,7 +202,6 @@
 | `akashmahlaz` | [profile](https://github.com/akashmahlaz) | no | NONE | 452d | `2026-04-16T07:39:37Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `alexlomt` | [profile](https://github.com/alexlomt) | no | NONE | 582d | `2026-04-14T18:25:56Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Aliciawque` | [profile](https://github.com/Aliciawque) | no | NONE | 734d | `2026-04-15T03:33:14Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `apocalypse9949` | [profile](https://github.com/apocalypse9949) | no | NONE | 1150d | `2026-04-11T20:07:39Z` | 2 | 0 | weak | moderate | low | high open PR share |
 | `AstronautGumbo` | [profile](https://github.com/AstronautGumbo) | no | NONE | 471d | `2026-04-18T13:07:48Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `benholl94-cmyk` | [profile](https://github.com/benholl94-cmyk) | no | NONE | 6d | `2026-04-15T00:20:23Z` | 2 | 0 | n/a | low | medium | very new account; no visible non-self stars |
 | `bettert0n` | [profile](https://github.com/bettert0n) | no | NONE | 2828d | `2026-04-17T16:36:34Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
@@ -212,7 +212,6 @@
 | `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 |
 | `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 |
-| `evgyur` | [profile](https://github.com/evgyur) | no | NONE | 1222d | `2026-04-17T22:56:05Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `Fl0rencess720` | [profile](https://github.com/Fl0rencess720) | no | NONE | 987d | `2026-04-15T02:52:56Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
@@ -260,7 +259,6 @@
 | `mmaps` | [profile](https://github.com/mmaps) | no | CONTRIBUTOR | 4827d | `2026-04-09T18:38:21Z` | 6 | 0 | strong | low | low | targets high-star repos |
 | `shad0wca7` | [profile](https://github.com/shad0wca7) | no | CONTRIBUTOR | 4159d | `2026-02-21T17:28:52Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `smartchainark` | [profile](https://github.com/smartchainark) | no | NONE | 326d | `2026-02-12T19:25:12Z` | 6 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
-| `corbin-breton` | [profile](https://github.com/corbin-breton) | no | NONE | 4734d | `2026-04-08T19:15:22Z` | 5 | 0 | weak | 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` | 5 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
 | `saitama3292-onepunch` | [profile](https://github.com/saitama3292-onepunch) | no | NONE | 18d | `2026-04-07T12:18:26Z` | 5 | 0 | weak | low | low | very new account |
 | `scoootscooob` | [profile](https://github.com/scoootscooob) | no | CONTRIBUTOR | 732d | `2026-02-26T07:20:09Z` | 5 | 0 | strong | low | low | targets high-star repos |
@@ -289,6 +287,7 @@
 | `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 |
 | `acinader` | [profile](https://github.com/acinader) | no | NONE | 5497d | `2026-04-10T14:12:10Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `afurm` | [profile](https://github.com/afurm) | no | CONTRIBUTOR | 4479d | `2026-02-24T14:40:28Z` | 2 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
+| `apocalypse9949` | [profile](https://github.com/apocalypse9949) | no | NONE | 1150d | `2026-04-11T20:07:39Z` | 2 | 0 | weak | moderate | low | high open PR share |
 | `bittoby` | [profile](https://github.com/bittoby) | no | CONTRIBUTOR | 290d | `2026-04-09T03:12:01Z` | 2 | 0 | mixed | moderate | low | young account; high recent PR volume |
 | `bladin` | [profile](https://github.com/bladin) | no | CONTRIBUTOR | 5085d | `2026-04-08T06:15:00Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `evanpaul14` | [profile](https://github.com/evanpaul14) | no | NONE | 1216d | `2026-04-10T20:33:42Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -327,7 +326,6 @@
 | `lumien` | [profile](https://github.com/lumien) | no | NONE | 5206d | `2026-04-12T18:18:23Z` | 1 | 2 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `MertBasar0` | [profile](https://github.com/MertBasar0) | no | NONE | 1513d | `2026-04-11T20:22:47Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `njxiaohan` | [profile](https://github.com/njxiaohan) | no | NONE | 3977d | `2026-04-15T01:24:50Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
-| `nk3750` | [profile](https://github.com/nk3750) | no | CONTRIBUTOR | 2785d | `2026-04-11T19:10:35Z` | 1 | 2 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `parasol-aser` | [profile](https://github.com/parasol-aser) | no | NONE | 4782d | `2026-04-09T22:55:43Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
 | `walkojas-boop` | [profile](https://github.com/walkojas-boop) | no | NONE | 62d | `2026-04-14T09:55:31Z` | 1 | 2 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `zeolenon` | [profile](https://github.com/zeolenon) | no | NONE | 2260d | `2026-03-15T10:24:08Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
@@ -422,6 +420,7 @@
 | `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 |
+| `artificialdimension` | [profile](https://github.com/artificialdimension) | yes | 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 |
 | `ATJGQ` | [profile](https://github.com/ATJGQ) | no | NONE | 1705d | `2026-04-15T11:34:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -453,6 +452,7 @@
 | `cheapestinference` | [profile](https://github.com/cheapestinference) | no | CONTRIBUTOR | 175d | `2026-04-14T11:43:30Z` | 1 | 0 | weak | low | medium | young account; high open PR share; 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 |
+| `christnorman` | [profile](https://github.com/christnorman) | yes | NONE | 975d | `2026-04-18T20:08:44Z` | 1 | 0 | weak | low | low | high open PR share; 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 |
@@ -470,7 +470,6 @@
 | `devlux76` | [profile](https://github.com/devlux76) | no | NONE | 1756d | `2026-04-16T21:12:28Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `devsehyeon` | [profile](https://github.com/devsehyeon) | no | NONE | 2470d | `2026-04-13T15:13:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `DexDevCode` | [profile](https://github.com/DexDevCode) | no | NONE | 66d | `2026-04-16T10:12:28Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `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 |
 | `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 |
@@ -479,12 +478,12 @@
 | `drakulavich` | [profile](https://github.com/drakulavich) | no | NONE | 6051d | `2026-03-15T09:17:34Z` | 1 | 0 | strong | low | low | high recent PR volume |
 | `Dykij` | [profile](https://github.com/Dykij) | no | NONE | 2169d | `2026-04-13T16:13:21Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `edokeh` | [profile](https://github.com/edokeh) | no | NONE | 5855d | `2026-04-18T16:57:39Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `EdwardIrby` | [profile](https://github.com/EdwardIrby) | no | NONE | 5324d | `2026-04-11T20:00:03Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `eejohnso-ops` | [profile](https://github.com/eejohnso-ops) | no | CONTRIBUTOR | 181d | `2026-04-16T11:34:29Z` | 1 | 0 | strong | low | low | young account; targets high-star repos |
 | `Efan404` | [profile](https://github.com/Efan404) | no | NONE | 401d | `2026-04-15T14:11:46Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `ejc3` | [profile](https://github.com/ejc3) | no | NONE | 5098d | `2026-04-13T04:41:55Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `ender-wiggin-ai` | [profile](https://github.com/ender-wiggin-ai) | no | NONE | 40d | `2026-04-16T16:39:39Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `EOLreidc` | [profile](https://github.com/EOLreidc) | no | NONE | 923d | `2026-04-16T23:38:07Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `EpaL` | [profile](https://github.com/EpaL) | yes | NONE | 5731d | `2026-02-21T18:43:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ericyoshida` | [profile](https://github.com/ericyoshida) | no | NONE | 2537d | `2026-04-16T22:26:53Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `eyjohn` | [profile](https://github.com/eyjohn) | no | CONTRIBUTOR | 4680d | `2026-04-16T17:33:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `fabioquinzi` | [profile](https://github.com/fabioquinzi) | no | NONE | 2803d | `2026-04-12T17:39:06Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -495,6 +494,7 @@
 | `finallylly` | [profile](https://github.com/finallylly) | no | NONE | 3555d | `2026-04-13T12:15:44Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `Foundry421` | [profile](https://github.com/Foundry421) | no | NONE | 71d | `2026-04-13T08:10:10Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
 | `foxer0952` | [profile](https://github.com/foxer0952) | no | NONE | 0d | `2026-04-18T06:19:19Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `fraction12` | [profile](https://github.com/fraction12) | yes | NONE | 3454d | `2026-04-18T19:30:48Z` | 1 | 0 | strong | moderate | low | — |
 | `Frrrrrrrrank` | [profile](https://github.com/Frrrrrrrrank) | no | NONE | 1833d | `2026-04-17T10:59:47Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `fsp279469961` | [profile](https://github.com/fsp279469961) | no | NONE | 2878d | `2026-04-13T10:11:08Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `g199209` | [profile](https://github.com/g199209) | no | NONE | 3821d | `2026-04-14T07:33:12Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
@@ -611,6 +611,7 @@
 | `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 |
 | `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 |
+| `nitinwadhawan` | [profile](https://github.com/nitinwadhawan) | yes | NONE | 4714d | `2026-04-18T19:44:38Z` | 1 | 0 | weak | low | low | 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 |
 | `nnlevy` | [profile](https://github.com/nnlevy) | no | NONE | 5883d | `2026-04-18T08:00:14Z` | 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 |
@@ -638,7 +639,7 @@
 | `quengh` | [profile](https://github.com/quengh) | no | NONE | 4774d | `2026-03-06T01:52:49Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `radicalgeek` | [profile](https://github.com/radicalgeek) | no | NONE | 5025d | `2026-04-13T20:55:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `RafeSymonds` | [profile](https://github.com/RafeSymonds) | no | NONE | 955d | `2026-04-14T13:59:49Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `RaphaAI` | [profile](https://github.com/RaphaAI) | yes | NONE | 7d | `2026-04-18T19:13:57Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `RaphaAI` | [profile](https://github.com/RaphaAI) | no | NONE | 7d | `2026-04-18T19:13:57Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `reopenpilot` | [profile](https://github.com/reopenpilot) | no | NONE | 856d | `2026-04-13T08:28:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `revision-co-ltd` | [profile](https://github.com/revision-co-ltd) | no | NONE | 339d | `2026-04-17T16:33:51Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `richarsun` | [profile](https://github.com/richarsun) | no | NONE | 1218d | `2026-03-14T01:39:30Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -689,6 +690,7 @@
 | `thinhhh-beep` | [profile](https://github.com/thinhhh-beep) | no | NONE | 2d | `2026-04-16T18:25:19Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `thomasquintana` | [profile](https://github.com/thomasquintana) | no | NONE | 5042d | `2026-04-14T00:10:29Z` | 1 | 0 | weak | low | low | high open PR share |
 | `TinyTb` | [profile](https://github.com/TinyTb) | no | CONTRIBUTOR | 4534d | `2026-02-05T18:45:41Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `Tmalone1250` | [profile](https://github.com/Tmalone1250) | yes | NONE | 590d | `2026-04-18T20:13:45Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
 | `tmlxrd` | [profile](https://github.com/tmlxrd) | no | NONE | 2221d | `2026-04-16T22:55:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ToniDonDoni` | [profile](https://github.com/ToniDonDoni) | no | NONE | 129d | `2026-04-07T23:42:54Z` | 1 | 0 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `toverly1` | [profile](https://github.com/toverly1) | no | NONE | 1181d | `2026-04-15T19:20:40Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -1516,12 +1518,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aimadal1n)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aimadal1n)
 - repo first seen: `2026-04-09T00:47:07Z`
-- repo last seen: `2026-04-18T19:11:38Z`
+- repo last seen: `2026-04-18T19:22:53Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **12**
 - snapshot authored PRs/issues: **12 PRs / 0 issues**
-- snapshot discussion activity: **14 comments / 3 reviews / 3 review comments**
+- snapshot discussion activity: **15 comments / 3 reviews / 3 review comments**
 - account age: **1548 days**
 - recent public PR activity: **6 PRs** (0 merged / 2 closed-unmerged / 4 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
 - public orgs: none visible
@@ -1608,11 +1610,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3A1aifanatic)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3A1aifanatic)
 - repo first seen: `2026-02-01T16:01:30Z`
-- repo last seen: `2026-04-17T22:58:48Z`
+- repo last seen: `2026-04-18T19:33:50Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
-- repo primary artifacts: **10**
-- snapshot authored PRs/issues: **10 PRs / 0 issues**
+- repo primary artifacts: **11**
+- snapshot authored PRs/issues: **11 PRs / 0 issues**
 - snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
 - account age: **2426 days**
 - recent public PR activity: **10 PRs** (0 merged / 0 closed-unmerged / 10 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
@@ -1621,9 +1623,9 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
+- [PR #68675: fix(commands): correct dead ternary branch in normalizeTimeout](https://github.com/openclaw/openclaw/pull/68675) — closed
 - [PR #68320: fix(ollama): add baseUrl to configSchema and wire it through discovery](https://github.com/openclaw/openclaw/pull/68320) — open
 - [PR #68317: fix(directive): remove incorrect 'Telegram only' label from reasoning stream ack](https://github.com/openclaw/openclaw/pull/68317) — open
-- [PR #68313: fix(lobster): surface file-not-found error for workflow-like pipeline paths](https://github.com/openclaw/openclaw/pull/68313) — open
 
 ### `Bartok9`
 
@@ -1631,11 +1633,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ABartok9)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ABartok9)
 - repo first seen: `2026-02-27T18:48:49Z`
-- repo last seen: `2026-04-18T08:43:20Z`
+- repo last seen: `2026-04-18T20:02:31Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **10**
-- snapshot authored PRs/issues: **10 PRs / 0 issues**
+- repo primary artifacts: **11**
+- snapshot authored PRs/issues: **11 PRs / 0 issues**
 - snapshot discussion activity: **21 comments / 0 reviews / 0 review comments**
 - account age: **70 days**
 - recent public PR activity: **15 PRs** (2 merged / 6 closed-unmerged / 7 open; merged rate **13%**, closed-unmerged rate **40%**, open rate **47%**)
@@ -1644,9 +1646,9 @@ Example artifacts:
 - heuristic read: **very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #68480: fix(active-memory): raise timeoutMs ceiling from 60s to 120s](https://github.com/openclaw/openclaw/pull/68480) — open
+- [PR #68680: fix(exec): surface signal-killed subprocesses as structured errors instead of silent undefined](https://github.com/openclaw/openclaw/pull/68680) — open
+- [PR #68480: fix(active-memory): raise timeoutMs ceiling from 60s to 120s](https://github.com/openclaw/openclaw/pull/68480) — closed, merged
 - [PR #68047: fix(gateway): extend image-support name fallback to direct anthropic provider](https://github.com/openclaw/openclaw/pull/68047) — open
-- [PR #67591: fix(session): clear auto-fallback model overrides on /new and /reset](https://github.com/openclaw/openclaw/pull/67591) — open
 
 ### `Jimmy-xuzimo`
 
@@ -2825,28 +2827,28 @@ Example artifacts:
 - [PR #66428: Integrate/release v2026.4.12 safe pr 20260414](https://github.com/openclaw/openclaw/pull/66428) — open
 - [PR #66419: Integrate/release v2026.4.12 safe 20260414](https://github.com/openclaw/openclaw/pull/66419) — open
 
-### `neofdezf-cloud`
+### `plgonzalezrx8`
 
-- profile: [github.com/neofdezf-cloud](https://github.com/neofdezf-cloud)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aneofdezf-cloud)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aneofdezf-cloud)
-- repo first seen: `2026-04-11T10:11:35Z`
-- repo last seen: `2026-04-12T15:53:40Z`
+- profile: [github.com/plgonzalezrx8](https://github.com/plgonzalezrx8)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aplgonzalezrx8)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aplgonzalezrx8)
+- repo first seen: `2026-01-31T01:53:17Z`
+- repo last seen: `2026-04-18T20:09:24Z`
 - first seen in snapshot: **no**
-- repo association: **NONE**
+- repo association: **CONTRIBUTOR**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **15 comments / 0 reviews / 0 review comments**
-- account age: **19 days**
-- recent public PR activity: **6 PRs** (0 merged / 0 closed-unmerged / 6 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- account age: **3595 days**
+- recent public PR activity: **19 PRs** (7 merged / 4 closed-unmerged / 8 open; merged rate **37%**, closed-unmerged rate **21%**, open rate **42%**)
 - 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**
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #65213: feat(sessions): add effective session explain command](https://github.com/openclaw/openclaw/pull/65213) — open
-- [PR #65005: feat(models): add provider/model resolution explain command](https://github.com/openclaw/openclaw/pull/65005) — open
-- [PR #64988: feat(gateway): infer provider from configured model families](https://github.com/openclaw/openclaw/pull/64988) — open
+- [PR #68682: anthropic: stop forcing Claude CLI permission bypass](https://github.com/openclaw/openclaw/pull/68682) — open
+- [PR #67862: (FIX) Discord: enforce member allowlists for native commands](https://github.com/openclaw/openclaw/pull/67862) — open
+- [PR #67861: Discord: enforce member allowlists for native commands](https://github.com/openclaw/openclaw/pull/67861) — closed
 
 ### `skylee-01`
 
@@ -2923,12 +2925,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AFeelw00)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AFeelw00)
 - repo first seen: `2026-04-08T11:13:23Z`
-- repo last seen: `2026-04-18T19:00:00Z`
+- repo last seen: `2026-04-18T19:57:37Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **10**
 - snapshot authored PRs/issues: **5 PRs / 5 issues**
-- snapshot discussion activity: **17 comments / 5 reviews / 5 review comments**
+- snapshot discussion activity: **18 comments / 5 reviews / 5 review comments**
 - account age: **2690 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
@@ -3178,29 +3180,6 @@ Example artifacts:
 - [PR #66796: fix(reply): resolve active channel/account SecretRefs in reply runs](https://github.com/openclaw/openclaw/pull/66796) — closed, merged
 - [PR #65596: feat(qa-lab): add Convex credential broker and admin CLI](https://github.com/openclaw/openclaw/pull/65596) — closed, merged
 
-### `plgonzalezrx8`
-
-- profile: [github.com/plgonzalezrx8](https://github.com/plgonzalezrx8)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aplgonzalezrx8)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aplgonzalezrx8)
-- repo first seen: `2026-01-31T01:53:17Z`
-- repo last seen: `2026-04-17T00:27:03Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **3595 days**
-- recent public PR activity: **19 PRs** (7 merged / 4 closed-unmerged / 8 open; merged rate **37%**, closed-unmerged rate **21%**, open rate **42%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #67862: (FIX) Discord: enforce member allowlists for native commands](https://github.com/openclaw/openclaw/pull/67862) — open
-- [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)
@@ -3982,7 +3961,7 @@ Example artifacts:
 - [PR #68453: fix(cron): preserve silent tool-result `NO_REPLY` on empty final turn](https://github.com/openclaw/openclaw/pull/68453) — open
 - [PR #68411: fix(active-memory): honor timeoutMs values up to 90s](https://github.com/openclaw/openclaw/pull/68411) — closed
 - [Issue #68452: [Bug]: isolated cron turns can misclassify exact `NO_REPLY` tool results as incomplete when the final assistant message is empty](https://github.com/openclaw/openclaw/issues/68452) — open
-- [Issue #68410: [Bug]: Active Memory silently normalizes configured `timeoutMs` above 60000 down to 60000 at runtime](https://github.com/openclaw/openclaw/issues/68410) — open
+- [Issue #68410: [Bug]: Active Memory silently normalizes configured `timeoutMs` above 60000 down to 60000 at runtime](https://github.com/openclaw/openclaw/issues/68410) — closed
 
 ### `yoanndefay`
 
@@ -4100,6 +4079,29 @@ Example artifacts:
 - [PR #66106: fix(media-understanding): support allowPrivateNetwork in tools.media.audio.request](https://github.com/openclaw/openclaw/pull/66106) — open
 - [PR #65282: fix(agents): ignore ACP-only streamTo on subagent sessions_spawn](https://github.com/openclaw/openclaw/pull/65282) — open
 
+### `evgyur`
+
+- profile: [github.com/evgyur](https://github.com/evgyur)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aevgyur)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aevgyur)
+- repo first seen: `2026-04-17T22:56:05Z`
+- repo last seen: `2026-04-18T20:15:21Z`
+- 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: **1222 days**
+- recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68687: Route durable agent work through TaskFlow](https://github.com/openclaw/openclaw/pull/68687) — open
+- [PR #68338: Parse multiline MEDIA directives](https://github.com/openclaw/openclaw/pull/68338) — open
+- [PR #68316: Preserve unsent media payloads after block streaming](https://github.com/openclaw/openclaw/pull/68316) — open
+
 ### `GameWorldsDEV`
 
 - profile: [github.com/GameWorldsDEV](https://github.com/GameWorldsDEV)
@@ -4376,6 +4378,29 @@ Example artifacts:
 - [PR #66881: test(qianfan,kimi-coding): add provider plugin and onboard config tests [AI-assisted]](https://github.com/openclaw/openclaw/pull/66881) — closed
 - [PR #64709: fix(process): handle Windows CJK encoding in child process output [AI-assisted]](https://github.com/openclaw/openclaw/pull/64709) — open
 
+### `neofdezf-cloud`
+
+- profile: [github.com/neofdezf-cloud](https://github.com/neofdezf-cloud)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aneofdezf-cloud)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aneofdezf-cloud)
+- repo first seen: `2026-04-11T10:11:35Z`
+- repo last seen: `2026-04-12T15:53:40Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **6 PRs / 0 issues**
+- snapshot discussion activity: **15 comments / 0 reviews / 0 review comments**
+- account age: **19 days**
+- recent public PR activity: **6 PRs** (0 merged / 0 closed-unmerged / 6 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 #65213: feat(sessions): add effective session explain command](https://github.com/openclaw/openclaw/pull/65213) — open
+- [PR #65005: feat(models): add provider/model resolution explain command](https://github.com/openclaw/openclaw/pull/65005) — open
+- [PR #64988: feat(gateway): infer provider from configured model families](https://github.com/openclaw/openclaw/pull/64988) — open
+
 ### `feiskyer`
 
 - profile: [github.com/feiskyer](https://github.com/feiskyer)
@@ -4434,7 +4459,7 @@ Example artifacts:
 - repo first seen: `2026-04-08T03:48:45Z`
 - repo last seen: `2026-04-18T05:19:16Z`
 - first seen in snapshot: **no**
-- repo association: **NONE**
+- repo association: **CONTRIBUTOR**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
 - snapshot discussion activity: **4 comments / 2 reviews / 2 review comments**
@@ -4445,7 +4470,7 @@ Example artifacts:
 - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
 
 Example artifacts:
-- [PR #68415: fix(ui): keep history-backed user image messages visible](https://github.com/openclaw/openclaw/pull/68415) — open
+- [PR #68415: fix(ui): keep history-backed user image messages visible](https://github.com/openclaw/openclaw/pull/68415) — closed, merged
 - [PR #66819: fix(cli): unwrap nested claude result json](https://github.com/openclaw/openclaw/pull/66819) — open
 - [PR #64561: fix(openai): default openai-codex provider api to responses](https://github.com/openclaw/openclaw/pull/64561) — closed
 
@@ -4505,12 +4530,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asteipete)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asteipete)
 - repo first seen: `2025-11-26T16:46:20Z`
-- repo last seen: `2026-04-18T19:01:50Z`
+- repo last seen: `2026-04-18T19:45:16Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **4 PRs / 1 issues**
-- snapshot discussion activity: **7038 comments / 5 reviews / 0 review comments**
+- snapshot discussion activity: **7040 comments / 5 reviews / 0 review comments**
 - account age: **6258 days**
 - recent public PR activity: **4 PRs** (2 merged / 2 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
 - public orgs: `Cocoaheads-Austria`, `mentalfaculty`, `ResearchKit`, `xcpretty`
@@ -5251,28 +5276,6 @@ Example artifacts:
 - [PR #66976: fix(whatsapp): remove redundant root Baileys install blocker](https://github.com/openclaw/openclaw/pull/66976) — open
 - [PR #66964: fix(whatsapp): remove redundant root Baileys install blocker](https://github.com/openclaw/openclaw/pull/66964) — closed
 
-### `apocalypse9949`
-
-- profile: [github.com/apocalypse9949](https://github.com/apocalypse9949)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aapocalypse9949)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aapocalypse9949)
-- repo first seen: `2026-04-11T20:07:39Z`
-- repo last seen: `2026-04-13T10:44:33Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
-- account age: **1150 days**
-- recent public PR activity: **22 PRs** (1 merged / 3 closed-unmerged / 18 open; merged rate **5%**, closed-unmerged rate **14%**, open rate **82%**)
-- public orgs: `OpenSamurai`
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share**
-
-Example artifacts:
-- [PR #65452:  [security fix] Fix SQL injection in memory schema management](https://github.com/openclaw/openclaw/pull/65452) — open
-- [PR #64995: Fix SQL injection via identifiers in memory schema](https://github.com/openclaw/openclaw/pull/64995) — closed
-
 ### `AstronautGumbo`
 
 - profile: [github.com/AstronautGumbo](https://github.com/AstronautGumbo)
@@ -5493,28 +5496,6 @@ Example artifacts:
 - [PR #68155: fix(memory): apply decay to nested dated files](https://github.com/openclaw/openclaw/pull/68155) — open
 - [PR #68121: fix(memory): preserve publicArtifacts when multiple memory plugins register capability](https://github.com/openclaw/openclaw/pull/68121) — open
 
-### `evgyur`
-
-- profile: [github.com/evgyur](https://github.com/evgyur)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aevgyur)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aevgyur)
-- repo first seen: `2026-04-17T22:56:05Z`
-- repo last seen: `2026-04-18T00:06:06Z`
-- 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: **1222 days**
-- recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68338: Parse multiline MEDIA directives](https://github.com/openclaw/openclaw/pull/68338) — open
-- [PR #68316: Preserve unsent media payloads after block streaming](https://github.com/openclaw/openclaw/pull/68316) — open
-
 ### `Fl0rencess720`
 
 - profile: [github.com/Fl0rencess720](https://github.com/Fl0rencess720)
@@ -6555,29 +6536,6 @@ Example artifacts:
 - [PR #56391: fix(agents): replace blank tool names with sentinel to prevent dispatch loops](https://github.com/openclaw/openclaw/pull/56391) — open
 - [PR #50200: fix(slack): fetch fresh download URL via files.info for DM file attachments](https://github.com/openclaw/openclaw/pull/50200) — open
 
-### `corbin-breton`
-
-- profile: [github.com/corbin-breton](https://github.com/corbin-breton)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Acorbin-breton)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acorbin-breton)
-- repo first seen: `2026-04-08T19:15:22Z`
-- repo last seen: `2026-04-11T20:57:33Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **4734 days**
-- recent public PR activity: **6 PRs** (0 merged / 4 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **67%**, open rate **33%**)
-- public orgs: `the-keats-ai`
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #64994: fix(plugins): align channel runtime types after registry narrowing](https://github.com/openclaw/openclaw/pull/64994) — closed
-- [PR #63995: fix(ci): resolve checks-node-test regressions on main](https://github.com/openclaw/openclaw/pull/63995) — closed
-- [PR #63518: feat(plugins): add inference-guard for single-slot collision prevention](https://github.com/openclaw/openclaw/pull/63518) — open
-
 ### `extrasmall0`
 
 - profile: [github.com/extrasmall0](https://github.com/extrasmall0)
@@ -7225,6 +7183,28 @@ Example artifacts:
 - [PR #68424: fix(web-search): restore SecretRef runtime compatibility for bundled providers](https://github.com/openclaw/openclaw/pull/68424) — open
 - [PR #27818: Media: sanitize Content-Disposition filenames from remote fetches](https://github.com/openclaw/openclaw/pull/27818) — closed
 
+### `apocalypse9949`
+
+- profile: [github.com/apocalypse9949](https://github.com/apocalypse9949)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aapocalypse9949)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aapocalypse9949)
+- repo first seen: `2026-04-11T20:07:39Z`
+- repo last seen: `2026-04-13T10:44:33Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
+- account age: **1150 days**
+- recent public PR activity: **22 PRs** (1 merged / 3 closed-unmerged / 18 open; merged rate **5%**, closed-unmerged rate **14%**, open rate **82%**)
+- public orgs: `OpenSamurai`
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #65452:  [security fix] Fix SQL injection in memory schema management](https://github.com/openclaw/openclaw/pull/65452) — open
+- [PR #64995: Fix SQL injection via identifiers in memory schema](https://github.com/openclaw/openclaw/pull/64995) — closed
+
 ### `bittoby`
 
 - profile: [github.com/bittoby](https://github.com/bittoby)
@@ -8090,29 +8070,6 @@ Example artifacts:
 - [Issue #67961: Bug: User messages not displayed immediately in Control UI (optimistic update lost after history reload)](https://github.com/openclaw/openclaw/issues/67961) — open
 - [Issue #66908: npm link gets broken after openclaw update via Control UI](https://github.com/openclaw/openclaw/issues/66908) — open
 
-### `nk3750`
-
-- profile: [github.com/nk3750](https://github.com/nk3750)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ank3750)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ank3750)
-- repo first seen: `2026-04-11T19:10:35Z`
-- repo last seen: `2026-04-18T15:52:45Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **1 PRs / 2 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2785 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: **no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #64979: fix(telegram): bypass sequentializer for approval callback_queries](https://github.com/openclaw/openclaw/pull/64979) — closed, merged
-- [Issue #68626: RFC: let plugins resolve their own `requireApproval` requests (extend contract with `onRegistered`)](https://github.com/openclaw/openclaw/issues/68626) — open
-- [Issue #64977: Telegram: plugin approval callback_query deadlocked by Grammy sequentializer](https://github.com/openclaw/openclaw/issues/64977) — closed
-
 ### `parasol-aser`
 
 - profile: [github.com/parasol-aser](https://github.com/parasol-aser)
@@ -10164,6 +10121,27 @@ Example artifacts:
 Example artifacts:
 - [PR #68103: Add nvidia api support](https://github.com/openclaw/openclaw/pull/68103) — open
 
+### `artificialdimension`
+
+- profile: [github.com/artificialdimension](https://github.com/artificialdimension)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aartificialdimension)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aartificialdimension)
+- repo first seen: `2026-04-18T19:34:56Z`
+- repo last seen: `2026-04-18T19:34:56Z`
+- 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: **70 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 #68676: build: enable legacy-peer-deps for npm installs (madge@8 vs TS 6)](https://github.com/openclaw/openclaw/pull/68676) — open
+
 ### `aryankinha`
 
 - profile: [github.com/aryankinha](https://github.com/aryankinha)
@@ -10464,12 +10442,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abmadwaves)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abmadwaves)
 - repo first seen: `2026-04-17T16:54:06Z`
-- repo last seen: `2026-04-17T16:54:06Z`
+- repo last seen: `2026-04-18T20:14:24Z`
 - 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**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
 - account age: **443 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
@@ -10815,6 +10793,27 @@ Example artifacts:
 Example artifacts:
 - [PR #67023: fix(memory-core): prevent dreaming-narrative session leaks (#66358)](https://github.com/openclaw/openclaw/pull/67023) — open
 
+### `christnorman`
+
+- profile: [github.com/christnorman](https://github.com/christnorman)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achristnorman)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achristnorman)
+- repo first seen: `2026-04-18T20:08:44Z`
+- repo last seen: `2026-04-18T20:17:07Z`
+- 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: **975 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 #68681: fix(memory-core): suppress expected dreaming cleanup scope warnings](https://github.com/openclaw/openclaw/pull/68681) — open
+
 ### `clemenshelm`
 
 - profile: [github.com/clemenshelm](https://github.com/clemenshelm)
@@ -11172,27 +11171,6 @@ Example artifacts:
 Example artifacts:
 - [PR #67616: [AI-assisted] feat(memory): add configurable embedding batch timeout](https://github.com/openclaw/openclaw/pull/67616) — open
 
-### `dieend`
-
-- profile: [github.com/dieend](https://github.com/dieend)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Adieend)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adieend)
-- repo first seen: `2026-04-11T20:13:47Z`
-- repo last seen: `2026-04-16T14:35:17Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 1 reviews / 1 review comments**
-- account age: **5186 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: `tokilearning`
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #64996: [Bug]: Beta blocker: whatsapp - fix whatsapp group listener](https://github.com/openclaw/openclaw/pull/64996) — open
-
 ### `dkaygithub`
 
 - profile: [github.com/dkaygithub](https://github.com/dkaygithub)
@@ -11361,27 +11339,6 @@ Example artifacts:
 Example artifacts:
 - [PR #68647: Support CORS for Gateway HTTP endpoint: add opt-in CORS config](https://github.com/openclaw/openclaw/pull/68647) — open
 
-### `EdwardIrby`
-
-- profile: [github.com/EdwardIrby](https://github.com/EdwardIrby)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEdwardIrby)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEdwardIrby)
-- repo first seen: `2026-04-11T20:00:03Z`
-- repo last seen: `2026-04-13T17:09:47Z`
-- 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 / 22 reviews / 22 review comments**
-- account age: **5324 days**
-- recent public PR activity: **28 PRs** (25 merged / 2 closed-unmerged / 1 open; merged rate **89%**, closed-unmerged rate **7%**, open rate **4%**)
-- public orgs: `plaited`, `youdotcom-oss`
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume**
-
-Example artifacts:
-- [PR #64989: feat(you): add You.com plugin for web search, research, and content extraction](https://github.com/openclaw/openclaw/pull/64989) — closed
-
 ### `eejohnso-ops`
 
 - profile: [github.com/eejohnso-ops](https://github.com/eejohnso-ops)
@@ -11487,6 +11444,27 @@ Example artifacts:
 Example artifacts:
 - [PR #67853: Fix memory_search wiki fallback and plugin tool registry reuse](https://github.com/openclaw/openclaw/pull/67853) — open
 
+### `EpaL`
+
+- profile: [github.com/EpaL](https://github.com/EpaL)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEpaL)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEpaL)
+- repo first seen: `2026-02-21T18:43:07Z`
+- repo last seen: `2026-04-18T20:15:13Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- account age: **5731 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 #68686: fix(agents): preserve CLI session on auth-profile/epoch changes](https://github.com/openclaw/openclaw/pull/68686) — open
+
 ### `ericyoshida`
 
 - profile: [github.com/ericyoshida](https://github.com/ericyoshida)
@@ -11697,6 +11675,27 @@ Example artifacts:
 Example artifacts:
 - [PR #68435: feat(gateway): accept audio/file content blocks in /v1/chat/completions](https://github.com/openclaw/openclaw/pull/68435) — open
 
+### `fraction12`
+
+- profile: [github.com/fraction12](https://github.com/fraction12)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Afraction12)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Afraction12)
+- repo first seen: `2026-04-18T19:30:48Z`
+- repo last seen: `2026-04-18T19:48:19Z`
+- 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 / 4 reviews / 4 review comments**
+- account age: **3454 days**
+- recent public PR activity: **14 PRs** (12 merged / 1 closed-unmerged / 1 open; merged rate **86%**, closed-unmerged rate **7%**, open rate **7%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #68673: fix: collapse no-progress update_plan churn (AI-assisted)](https://github.com/openclaw/openclaw/pull/68673) — open
+
 ### `Frrrrrrrrank`
 
 - profile: [github.com/Frrrrrrrrank](https://github.com/Frrrrrrrrank)
@@ -14134,6 +14133,27 @@ Example artifacts:
 Example artifacts:
 - [PR #67672: fix(slack): close WebSocket connections on provider stop to prevent leak](https://github.com/openclaw/openclaw/pull/67672) — open
 
+### `nitinwadhawan`
+
+- profile: [github.com/nitinwadhawan](https://github.com/nitinwadhawan)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anitinwadhawan)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anitinwadhawan)
+- repo first seen: `2026-04-18T19:44:38Z`
+- repo last seen: `2026-04-18T20:04:46Z`
+- 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: **4714 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 #68677: Agents/tool-images: memoize resize to avoid per-turn sharp decode (#64418)](https://github.com/openclaw/openclaw/pull/68677) — open
+
 ### `njiangk`
 
 - profile: [github.com/njiangk](https://github.com/njiangk)
@@ -14708,7 +14728,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ARaphaAI)
 - repo first seen: `2026-04-18T19:13:57Z`
 - repo last seen: `2026-04-18T19:13:57Z`
-- 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**
@@ -15191,12 +15211,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asecondfry)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asecondfry)
 - repo first seen: `2026-04-13T19:30:49Z`
-- repo last seen: `2026-04-18T19:15:20Z`
+- repo last seen: `2026-04-18T20:16:12Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 8 reviews / 8 review comments**
+- snapshot discussion activity: **5 comments / 8 reviews / 8 review comments**
 - account age: **5691 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
@@ -15204,7 +15224,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #66137: fix(ajv): validate MCP tool schemas against draft/2020-12 [AI-assisted]](https://github.com/openclaw/openclaw/pull/66137) — open, draft
+- [PR #66137: fix(ajv): validate MCP tool schemas against draft/2020-12 [AI-assisted]](https://github.com/openclaw/openclaw/pull/66137) — open
 
 ### `shakkernerd`
 
@@ -15773,6 +15793,27 @@ Example artifacts:
 Example artifacts:
 - [PR #67731: fix(anthropic): add Claude Sonnet 4.7 forward-compat support](https://github.com/openclaw/openclaw/pull/67731) — open
 
+### `Tmalone1250`
+
+- profile: [github.com/Tmalone1250](https://github.com/Tmalone1250)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ATmalone1250)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ATmalone1250)
+- repo first seen: `2026-04-18T20:13:45Z`
+- repo last seen: `2026-04-18T20:13:45Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **590 days**
+- recent public PR activity: **8 PRs** (0 merged / 5 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **62%**, open rate **38%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs**
+
+Example artifacts:
+- [PR #68685: fix(config): strip obsolete memorySearch keys before schema validation (#68664)](https://github.com/openclaw/openclaw/pull/68685) — open
+
 ### `tmlxrd`
 
 - profile: [github.com/tmlxrd](https://github.com/tmlxrd)
@@ -16346,12 +16387,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AYoungMoneyInvestments)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AYoungMoneyInvestments)
 - repo first seen: `2026-02-23T16:58:16Z`
-- repo last seen: `2026-04-18T01:31:11Z`
+- repo last seen: `2026-04-18T19:26:06Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
 - account age: **932 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

new_contributors.parquet

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-size 97628
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+size 97793

pr_comments.parquet

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-size 46786068
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+size 46805182

pr_diffs.parquet

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-size 121298115
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+size 121206892

pr_files.parquet

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-oid sha256:a2555a59f496c089cfb90ae31f0daa05ad505285ed7a25509c803394dbadc101
-size 89475064
+oid sha256:471585df56cfdec30702e96b9dbf5d7fc20f8ac3a847f8af52ffdff61896a9cc
+size 89519044

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f411f90537a47b1c0f952749ff8a7efaf9ffe0738b0b330a68d65f159335d332
-size 4805082
+oid sha256:1d70e31e1dbc4f2b063bfbadfcc32a7b442b5df279bb5c0576519ed30073620b
+size 4821824

review_comments.parquet

@@ -1,3 +1,3 @@
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-size 7394638
+oid sha256:7bed9ea42b3962ac9132e22eb38dcb8a955b7e20fa6d6d5ca80a3135f705666f
+size 7411171

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8a0365ad980c4588759b94f50df58b8ec2e28a87c67108bdfdb9aa516dff2014
-size 1453825
+oid sha256:82b50677fb0eb8f8ce44a22660e1811666666d70217feddb895ec7f0d6dabef4
+size 1456532

snapshots/20260418T202035Z/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": 136558,
+    "issues": 4496,
+    "links": 44454,
+    "new_contributors": 715,
+    "pr_diffs": 3307,
+    "pr_files": 67248,
+    "pull_requests": 3307,
+    "review_comments": 17279,
+    "reviews": 13143,
+    "timeline_events": 53948
+  },
+  "crawl_started_at": "2026-04-18T20:20:35Z",
+  "delta_counts": {
+    "comments": 27,
+    "issue_stubs": 36,
+    "issues": 12,
+    "links": 82,
+    "pr_diffs": 24,
+    "pr_files": 326,
+    "pull_requests": 24,
+    "review_comments": 860,
+    "reviews": 700,
+    "timeline_events": 1285
+  },
+  "extracted_at": "2026-04-18T20:20:35Z",
+  "repo": "openclaw/openclaw",
+  "snapshot_id": "20260418T202035Z",
+  "watermark": {
+    "effective_since": "2026-04-18T19:20:35Z",
+    "next_since": "2026-04-18T20:20:35Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260418T192035Z/manifest.json",
-  "latest_snapshot_id": "20260418T192035Z",
+  "archived_manifest_path": "snapshots/20260418T202035Z/manifest.json",
+  "latest_snapshot_id": "20260418T202035Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-18T19:20:35Z",
+  "next_since": "2026-04-18T20:20:35Z",
   "repo": "openclaw/openclaw",
-  "snapshot_dir": "snapshots/20260418T192035Z"
+  "snapshot_dir": "snapshots/20260418T202035Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-04-18T18:20:35Z",
-  "last_successful_snapshot_id": "20260418T192035Z",
-  "next_since": "2026-04-18T19:20:35Z",
+  "effective_since": "2026-04-18T19:20:35Z",
+  "last_successful_snapshot_id": "20260418T202035Z",
+  "next_since": "2026-04-18T20:20:35Z",
   "repo": "openclaw/openclaw",
-  "updated_at": "2026-04-18T19:20:35Z"
+  "updated_at": "2026-04-18T20:20:35Z"
 }