Refresh openclaw dataset snapshot 20260417T232041Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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-            "state": "open",
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@@ -37272,56 +37890,56 @@
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-            "url": "https://github.com/openclaw/openclaw/pull/65080",
-            "state": "closed",
+            "number": 68325,
+            "title": "telegram: add allowBots parity for inbound filtering",
+            "url": "https://github.com/openclaw/openclaw/pull/68325",
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-            "created_at": "2026-04-12T01:28:15Z"
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@@ -39049,65 +39667,6 @@
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-      "public_orgs": [
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-            "number": 66175,
-            "title": "fix(kilocode): send auth header in model discovery to include BYOK models",
-            "url": "https://github.com/openclaw/openclaw/pull/66175",
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@@ -41630,63 +42189,6 @@
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@@ -46159,12 +46661,12 @@
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@@ -46273,12 +46775,12 @@
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       "account_age_days": 768,
       "young_account": false,
       "follow_through_score": "weak",
@@ -47886,12 +48388,12 @@
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       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
-      "new_to_repo": true,
-      "first_seen_in_snapshot": true,
+      "new_to_repo": false,
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       "known_via_prior_merged_pr": false,
-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 707,
       "young_account": false,
       "follow_through_score": "weak",
@@ -47919,7 +48421,7 @@
             "url": "https://github.com/openclaw/openclaw/pull/68290",
             "state": "open",
             "merged": false,
-            "draft": true,
+            "draft": false,
             "created_at": "2026-04-17T22:00:34Z"
           }
         ],

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260417T222041Z`
-- Generated: `2026-04-17T22:22:27Z`
+- Snapshot: `20260417T232041Z`
+- Generated: `2026-04-17T23:23:38Z`
 - Activity window: `7d`
-- Contributors: `714`
+- Contributors: `721`
 
 ## Summary
 
@@ -12,9 +12,9 @@
 | `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` | 51 | 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` | 49 | 48 | weak | moderate | medium | young account; 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` | 37 | 0 | weak | low | high | very high single-repo PR burst; 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` | 38 | 0 | weak | low | high | very high single-repo PR burst; 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` | 35 | 1 | weak | low | medium | extremely 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` | 35 | 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 |
-| `nightq` | [profile](https://github.com/nightq) | no | CONTRIBUTOR | 4825d | `2026-04-01T13:17:35Z` | 34 | 1 | weak | low | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `w-sss` | [profile](https://github.com/w-sss) | no | CONTRIBUTOR | 391d | `2026-03-16T09:14:04Z` | 34 | 0 | weak | low | low | high open PR share; 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 |
 | `Takhoffman` | [profile](https://github.com/Takhoffman) | no | CONTRIBUTOR | 5455d | `2026-01-27T16:37:08Z` | 29 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
@@ -44,6 +44,7 @@
 | `openperf` | [profile](https://github.com/openperf) | no | MEMBER | 1860d | `2026-02-07T10:37:24Z` | 12 | 0 | mixed | low | low | 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) | yes | NONE | 2426d | `2026-02-01T16:01:30Z` | 10 | 0 | weak | low | low | 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 |
 | `lml2468` | [profile](https://github.com/lml2468) | no | CONTRIBUTOR | 2893d | `2026-03-03T11:34:24Z` | 10 | 0 | strong | low | low | high recent PR volume |
 | `MoerAI` | [profile](https://github.com/MoerAI) | no | CONTRIBUTOR | 3336d | `2026-02-23T01:38:58Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -95,7 +96,6 @@
 | `stanleeyY` | [profile](https://github.com/stanleeyY) | no | NONE | 4751d | `2026-04-13T16:15:57Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ZehanXu-Doncic` | [profile](https://github.com/ZehanXu-Doncic) | no | NONE | 43d | `2026-04-13T08:06:37Z` | 6 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
-| `Lucenx9` | [profile](https://github.com/Lucenx9) | no | CONTRIBUTOR | 547d | `2026-02-25T06:16:41Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `rmfalco89` | [profile](https://github.com/rmfalco89) | no | NONE | 4592d | `2026-02-08T21:18:55Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `sliverp` | [profile](https://github.com/sliverp) | no | MEMBER | 2933d | `2026-02-06T14:44:05Z` | 5 | 1 | mixed | low | low | targets high-star repos |
 | `yfge` | [profile](https://github.com/yfge) | no | CONTRIBUTOR | 5272d | `2026-02-16T06:14:40Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -112,6 +112,7 @@
 | `ztexydt-cqh` | [profile](https://github.com/ztexydt-cqh) | no | NONE | 1d | `2026-04-16T16:11:40Z` | 5 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
 | `alexander-applyinnovations` | [profile](https://github.com/alexander-applyinnovations) | no | CONTRIBUTOR | 1334d | `2026-04-10T07:50:12Z` | 4 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `BKF-Gitty` | [profile](https://github.com/BKF-Gitty) | no | CONTRIBUTOR | 53d | `2026-04-11T18:30:35Z` | 4 | 2 | strong | low | low | very new account; targets high-star repos |
+| `dlebee-agent` | [profile](https://github.com/dlebee-agent) | no | NONE | 16d | `2026-04-17T18:21:49Z` | 4 | 2 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `sebykrueger` | [profile](https://github.com/sebykrueger) | no | NONE | 4553d | `2026-04-12T13:47:56Z` | 4 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `Joel-Claw` | [profile](https://github.com/Joel-Claw) | no | NONE | 7d | `2026-04-14T17:55:10Z` | 4 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
 | `joelnishanth` | [profile](https://github.com/joelnishanth) | no | CONTRIBUTOR | 1003d | `2026-02-24T01:34:00Z` | 4 | 1 | strong | low | low | targets high-star repos |
@@ -142,7 +143,6 @@
 | `Ziy1-Tan` | [profile](https://github.com/Ziy1-Tan) | no | CONTRIBUTOR | 2560d | `2026-03-16T02:45:15Z` | 3 | 3 | mixed | low | low | high open PR share; targets high-star repos |
 | `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 |
 | `frankekn` | [profile](https://github.com/frankekn) | no | MEMBER | 4714d | `2026-01-29T00:35:02Z` | 3 | 2 | strong | low | low | targets high-star repos |
-| `dlebee-agent` | [profile](https://github.com/dlebee-agent) | no | NONE | 16d | `2026-04-17T18:21:49Z` | 3 | 1 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `yoanndefay` | [profile](https://github.com/yoanndefay) | no | NONE | 2166d | `2026-04-13T15:13:19Z` | 3 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `akinshaywai` | [profile](https://github.com/akinshaywai) | no | NONE | 1855d | `2026-04-15T23:06:37Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `briandevans` | [profile](https://github.com/briandevans) | no | CONTRIBUTOR | 103d | `2026-04-14T01:48:32Z` | 3 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
@@ -164,6 +164,7 @@
 | `YangManBOBO` | [profile](https://github.com/YangManBOBO) | no | NONE | 827d | `2026-03-03T01:36:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jlapenna` | [profile](https://github.com/jlapenna) | no | CONTRIBUTOR | 6304d | `2026-04-03T04:12:38Z` | 7 | 0 | weak | low | low | high open PR share |
 | `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 |
+| `Lucenx9` | [profile](https://github.com/Lucenx9) | no | CONTRIBUTOR | 547d | `2026-02-25T06:16:41Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `ShionEria` | [profile](https://github.com/ShionEria) | no | CONTRIBUTOR | 35d | `2026-03-16T10:11:17Z` | 5 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `jhsmith409` | [profile](https://github.com/jhsmith409) | no | CONTRIBUTOR | 434d | `2026-04-08T11:54:12Z` | 4 | 3 | weak | moderate | low | high open PR share; targets high-star repos |
 | `fuller-stack-dev` | [profile](https://github.com/fuller-stack-dev) | no | CONTRIBUTOR | 55d | `2026-03-02T21:04:55Z` | 4 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
@@ -221,6 +222,7 @@
 | `jkf87` | [profile](https://github.com/jkf87) | no | NONE | 3258d | `2026-04-11T13:41:30Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; 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 |
+| `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 |
 | `miyago9267` | [profile](https://github.com/miyago9267) | no | NONE | 2409d | `2026-04-17T08:38:57Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -230,6 +232,7 @@
 | `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5651d | `2026-03-08T00:20:58Z` | 2 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share |
 | `mylukin` | [profile](https://github.com/mylukin) | no | CONTRIBUTOR | 5340d | `2026-01-26T00:39:54Z` | 2 | 0 | mixed | low | low | — |
 | `nasplycc` | [profile](https://github.com/nasplycc) | no | NONE | 81d | `2026-04-12T03:45:06Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; 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 |
 | `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 |
@@ -292,10 +295,11 @@
 | `ttomiczek` | [profile](https://github.com/ttomiczek) | no | NONE | 41d | `2026-04-10T05:23:08Z` | 1 | 10 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `OpenCodeEngineer` | [profile](https://github.com/OpenCodeEngineer) | no | NONE | 61d | `2026-04-11T01:14:43Z` | 1 | 8 | strong | low | low | very new account; no visible non-self stars; targets high-star repos |
 | `ismael-81` | [profile](https://github.com/ismael-81) | no | NONE | 10d | `2026-04-10T18:46:07Z` | 1 | 6 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `JIRBOY` | [profile](https://github.com/JIRBOY) | no | NONE | 2565d | `2026-04-11T06:03:38Z` | 1 | 6 | weak | low | low | high open PR share; targets high-star repos |
+| `barronlroth` | [profile](https://github.com/barronlroth) | no | CONTRIBUTOR | 4583d | `2026-02-16T19:50:20Z` | 1 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 | `perlowja` | [profile](https://github.com/perlowja) | no | NONE | 772d | `2026-04-02T20:34:32Z` | 1 | 5 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `aaronwong1989` | [profile](https://github.com/aaronwong1989) | no | NONE | 3862d | `2026-04-08T10:53:13Z` | 1 | 4 | mixed | moderate | low | — |
 | `alexuser` | [profile](https://github.com/alexuser) | no | NONE | 5152d | `2026-03-23T06:01:48Z` | 1 | 4 | weak | low | low | high open PR share; targets high-star repos |
-| `barronlroth` | [profile](https://github.com/barronlroth) | no | CONTRIBUTOR | 4583d | `2026-02-16T19:50:20Z` | 1 | 4 | mixed | low | low | high open PR share; targets high-star repos |
 | `lukeboyett` | [profile](https://github.com/lukeboyett) | no | CONTRIBUTOR | 2640d | `2026-02-09T19:59:59Z` | 1 | 4 | weak | moderate | low | high open PR share |
 | `rijhsinghani` | [profile](https://github.com/rijhsinghani) | no | NONE | 2351d | `2026-04-12T17:25:23Z` | 1 | 4 | mixed | low | low | high open PR share; targets high-star repos |
 | `rosesandhello` | [profile](https://github.com/rosesandhello) | no | NONE | 4087d | `2026-04-12T15:14:23Z` | 1 | 3 | weak | low | low | high open PR share; targets high-star repos |
@@ -325,6 +329,7 @@
 | `cass-clearly` | [profile](https://github.com/cass-clearly) | no | NONE | 70d | `2026-02-13T03:25:23Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `ccage-simp` | [profile](https://github.com/ccage-simp) | no | NONE | 3516d | `2026-04-12T17:18:42Z` | 1 | 1 | weak | moderate | low | high open PR share |
 | `chaosreload` | [profile](https://github.com/chaosreload) | no | NONE | 4439d | `2026-03-09T03:44:40Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `Chased1k` | [profile](https://github.com/Chased1k) | no | NONE | 3580d | `2026-04-16T22:10:39Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `cwmine` | [profile](https://github.com/cwmine) | no | NONE | 4762d | `2026-03-01T15:52:37Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `d1rshan` | [profile](https://github.com/d1rshan) | no | NONE | 732d | `2026-04-17T06:12:09Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `DevInvestor` | [profile](https://github.com/DevInvestor) | no | NONE | 104d | `2026-03-24T13:05:09Z` | 1 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -341,6 +346,7 @@
 | `Ivan-Fn` | [profile](https://github.com/Ivan-Fn) | no | CONTRIBUTOR | 5243d | `2026-03-24T19:08:31Z` | 1 | 1 | strong | low | low | targets high-star repos |
 | `jaredar1232` | [profile](https://github.com/jaredar1232) | no | NONE | 2325d | `2026-04-10T18:25:32Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `jarvisz8` | [profile](https://github.com/jarvisz8) | no | NONE | 67d | `2026-02-16T14:19:49Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
+| `Jcxu97` | [profile](https://github.com/Jcxu97) | no | NONE | 1158d | `2026-04-17T22:19:18Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `JerrettDavis` | [profile](https://github.com/JerrettDavis) | no | CONTRIBUTOR | 4925d | `2026-04-14T02:52:18Z` | 1 | 1 | strong | moderate | low | high recent PR volume |
 | `jgallowa07` | [profile](https://github.com/jgallowa07) | no | NONE | 3459d | `2026-04-16T04:11:01Z` | 1 | 1 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `jochenfrey` | [profile](https://github.com/jochenfrey) | no | NONE | 5312d | `2026-04-12T19:51:55Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -423,6 +429,7 @@
 | `batmanhz` | [profile](https://github.com/batmanhz) | no | NONE | 362d | `2026-04-12T14:52:39Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `BillyBunn` | [profile](https://github.com/BillyBunn) | no | NONE | 2860d | `2026-04-13T16:03:08Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `bloodycoder` | [profile](https://github.com/bloodycoder) | no | NONE | 4355d | `2026-04-12T08:42:07Z` | 1 | 0 | weak | low | low | high open PR share |
+| `bluesky6868` | [profile](https://github.com/bluesky6868) | yes | NONE | 3181d | `2026-04-17T22:26:25Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `bmadwaves` | [profile](https://github.com/bmadwaves) | no | NONE | 443d | `2026-04-17T16:54:06Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `bobgee00001-beep` | [profile](https://github.com/bobgee00001-beep) | no | NONE | 63d | `2026-04-13T18:14:21Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `bogdanovich` | [profile](https://github.com/bogdanovich) | no | NONE | 4623d | `2026-04-12T03:44:21Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -473,6 +480,7 @@
 | `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 |
 | `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 |
+| `evgyur` | [profile](https://github.com/evgyur) | yes | NONE | 1222d | `2026-04-17T22:56:05Z` | 1 | 0 | mixed | 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 |
 | `fangweili` | [profile](https://github.com/fangweili) | no | NONE | 5120d | `2026-04-15T23:23:10Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -518,6 +526,7 @@
 | `insomnius` | [profile](https://github.com/insomnius) | no | NONE | 3552d | `2026-04-16T11:54:42Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `iosifpeterfi` | [profile](https://github.com/iosifpeterfi) | no | NONE | 4825d | `2026-04-14T20:41:55Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `isopenclaw` | [profile](https://github.com/isopenclaw) | no | NONE | 48d | `2026-04-16T01:27:05Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `itsuzef` | [profile](https://github.com/itsuzef) | yes | NONE | 2465d | `2026-02-21T23:47:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ivyhabscheid` | [profile](https://github.com/ivyhabscheid) | no | NONE | 12d | `2026-04-16T18:44:59Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `j33bs` | [profile](https://github.com/j33bs) | no | NONE | 3250d | `2026-04-10T23:42:23Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `JackChiang233` | [profile](https://github.com/JackChiang233) | no | NONE | 1742d | `2026-04-15T09:01:12Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -528,8 +537,8 @@
 | `javierdici` | [profile](https://github.com/javierdici) | no | NONE | 1088d | `2026-04-13T03:33:17Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Jay-ju` | [profile](https://github.com/Jay-ju) | no | NONE | 3831d | `2026-04-17T09:23:25Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jdc4429` | [profile](https://github.com/jdc4429) | no | NONE | 3611d | `2026-04-12T20:57:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `jeanibarz` | [profile](https://github.com/jeanibarz) | no | NONE | 4869d | `2026-04-10T21:02:06Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `jeep91106-cpu` | [profile](https://github.com/jeep91106-cpu) | no | NONE | 103d | `2026-04-12T01:28:15Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
+| `JeevaByte` | [profile](https://github.com/JeevaByte) | yes | NONE | 2055d | `2026-04-17T23:10:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JerranC` | [profile](https://github.com/JerranC) | no | NONE | 1342d | `2026-04-15T02:06:31Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Jerry-Xin` | [profile](https://github.com/Jerry-Xin) | no | NONE | 4826d | `2026-03-13T06:51:39Z` | 1 | 0 | mixed | low | low | high open PR share |
 | `jerryklocke-data` | [profile](https://github.com/jerryklocke-data) | no | NONE | 132d | `2026-04-15T01:12:01Z` | 1 | 0 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -560,7 +569,6 @@
 | `klingai-dev` | [profile](https://github.com/klingai-dev) | no | NONE | 4247d | `2026-04-14T12:08:17Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `kryptt` | [profile](https://github.com/kryptt) | no | NONE | 6110d | `2026-04-13T10:56:24Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `kumarshreyak` | [profile](https://github.com/kumarshreyak) | no | NONE | 3863d | `2026-04-12T08:19:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `kvnkho` | [profile](https://github.com/kvnkho) | no | NONE | 3116d | `2026-04-13T21:57:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Laihiujin` | [profile](https://github.com/Laihiujin) | no | NONE | 1705d | `2026-04-16T03:34:07Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs |
 | `langningchen-openclaw` | [profile](https://github.com/langningchen-openclaw) | no | NONE | 0d | `2026-04-17T14:34:30Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `lanyasheng` | [profile](https://github.com/lanyasheng) | no | NONE | 3483d | `2026-03-12T16:41:45Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -605,7 +613,6 @@
 | `nickkingu` | [profile](https://github.com/nickkingu) | no | NONE | 21d | `2026-04-11T15:24:22Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `nighting0615` | [profile](https://github.com/nighting0615) | no | NONE | 800d | `2026-04-14T07:39:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `nikilster` | [profile](https://github.com/nikilster) | no | NONE | 5275d | `2026-04-11T23:06:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `Nimraakram22` | [profile](https://github.com/Nimraakram22) | no | NONE | 82d | `2026-04-17T19:03:24Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `nir-insuretax` | [profile](https://github.com/nir-insuretax) | no | NONE | 38d | `2026-03-17T10:08:50Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `njiangk` | [profile](https://github.com/njiangk) | no | NONE | 2447d | `2026-04-14T01:54:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `noahclanman` | [profile](https://github.com/noahclanman) | no | NONE | 1894d | `2026-04-13T10:01:58Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -684,9 +691,9 @@
 | `tdack` | [profile](https://github.com/tdack) | no | NONE | 5099d | `2026-03-22T00:25:50Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `tedglenwright` | [profile](https://github.com/tedglenwright) | no | NONE | 47d | `2026-04-11T02:29:07Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `TerryFYL` | [profile](https://github.com/TerryFYL) | no | NONE | 2681d | `2026-02-28T09:43:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `TheDillonHall` | [profile](https://github.com/TheDillonHall) | yes | NONE | 1109d | `2026-04-17T21:36:47Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `TheDillonHall` | [profile](https://github.com/TheDillonHall) | no | NONE | 1109d | `2026-04-17T21:36:47Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `TheDragon` | [profile](https://github.com/TheDragon) | no | NONE | 1734d | `2026-04-11T16:46:55Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `thesomewhatyou` | [profile](https://github.com/thesomewhatyou) | yes | CONTRIBUTOR | 768d | `2026-02-08T01:46:55Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `thesomewhatyou` | [profile](https://github.com/thesomewhatyou) | no | CONTRIBUTOR | 768d | `2026-02-08T01:46:55Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `thewilloftheshadow` | [profile](https://github.com/thewilloftheshadow) | no | MEMBER | 3009d | `2025-12-17T05:45:19Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
@@ -714,7 +721,7 @@
 | `xilin2157-bot` | [profile](https://github.com/xilin2157-bot) | no | NONE | 52d | `2026-04-16T07:21:00Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `yaelsprikut` | [profile](https://github.com/yaelsprikut) | no | NONE | 4411d | `2026-04-16T05:44:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `yananli199307-dev` | [profile](https://github.com/yananli199307-dev) | no | NONE | 36d | `2026-04-13T05:52:54Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
-| `YASSINENFAI` | [profile](https://github.com/YASSINENFAI) | yes | NONE | 707d | `2026-04-17T22:00:34Z` | 1 | 0 | weak | low | low | high open PR share |
+| `YASSINENFAI` | [profile](https://github.com/YASSINENFAI) | no | NONE | 707d | `2026-04-17T22:00:34Z` | 1 | 0 | weak | low | low | high open PR share |
 | `Yellowfish23` | [profile](https://github.com/Yellowfish23) | no | NONE | 1565d | `2026-04-14T23:15:42Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `yeyitech` | [profile](https://github.com/yeyitech) | no | NONE | 220d | `2026-04-17T03:58:03Z` | 1 | 0 | weak | moderate | medium | young account; high recent PR volume; high open PR share; targets high-star repos |
 | `yidianyiko` | [profile](https://github.com/yidianyiko) | no | NONE | 3869d | `2026-04-14T04:16:32Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -804,12 +811,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahclsys)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahclsys)
 - repo first seen: `2026-01-29T06:32:51Z`
-- repo last seen: `2026-04-17T21:17:48Z`
+- repo last seen: `2026-04-17T23:07:58Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **37**
-- snapshot authored PRs/issues: **37 PRs / 0 issues**
-- snapshot discussion activity: **154 comments / 3 reviews / 3 review comments**
+- repo primary artifacts: **38**
+- snapshot authored PRs/issues: **38 PRs / 0 issues**
+- snapshot discussion activity: **155 comments / 3 reviews / 3 review comments**
 - account age: **4339 days**
 - recent public PR activity: **34 PRs** (3 merged / 26 closed-unmerged / 5 open; merged rate **9%**, closed-unmerged rate **76%**, open rate **15%**)
 - public orgs: none visible
@@ -817,9 +824,33 @@ Example artifacts:
 - heuristic read: **very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
 
 Example artifacts:
+- [PR #68324: fix(plugins): enable native jiti for doctor-contract loader to cut status cold-start ~13s](https://github.com/openclaw/openclaw/pull/68324) — open
 - [PR #68270: fix(ollama): allow baseUrl in plugin configSchema to match what the provider code already reads](https://github.com/openclaw/openclaw/pull/68270) — open
 - [PR #68219: fix(daemon): resolve modern fnm aliases/default path on Linux service PATH](https://github.com/openclaw/openclaw/pull/68219) — open
-- [PR #68144: fix(discord): set ctx.To to user: target for DM inbound so downstream builds direct session keys](https://github.com/openclaw/openclaw/pull/68144) — open
+
+### `nightq`
+
+- profile: [github.com/nightq](https://github.com/nightq)
+- 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: `2026-04-17T22:47:46Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **36**
+- snapshot authored PRs/issues: **35 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%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #68311: fix: update reasoning stream message to include Feishu support](https://github.com/openclaw/openclaw/pull/68311) — open
+- [PR #68127: fix: prevent toLowerCase error when model.id or model.name is undefined](https://github.com/openclaw/openclaw/pull/68127) — open
+- [PR #68087: fix(memory-core): downgrade cleanup warning to debug when missing operator.admin scope](https://github.com/openclaw/openclaw/pull/68087) — open
+- [Issue #59034: [macOS] screen.record command not available on node](https://github.com/openclaw/openclaw/issues/59034) — open
 
 ### `neeravmakwana`
 
@@ -844,30 +875,6 @@ Example artifacts:
 - [PR #67897: Agents/image tool: honor tools.media.image.timeoutSeconds (#67889)](https://github.com/openclaw/openclaw/pull/67897) — closed
 - [PR #67890: Doctor/config: repair misplaced channels.<id>.messages.* (fixes #67859)](https://github.com/openclaw/openclaw/pull/67890) — closed
 
-### `nightq`
-
-- profile: [github.com/nightq](https://github.com/nightq)
-- 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: `2026-04-17T13:38:03Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **35**
-- snapshot authored PRs/issues: **34 PRs / 1 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **4825 days**
-- recent public PR activity: **116 PRs** (1 merged / 69 closed-unmerged / 46 open; merged rate **1%**, closed-unmerged rate **59%**, open rate **40%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #68127: fix: prevent toLowerCase error when model.id or model.name is undefined](https://github.com/openclaw/openclaw/pull/68127) — open
-- [PR #68087: fix(memory-core): downgrade cleanup warning to debug when missing operator.admin scope](https://github.com/openclaw/openclaw/pull/68087) — open
-- [PR #68077: fix: MS Teams OAuth on Windows and browser.cdpUrl security redaction](https://github.com/openclaw/openclaw/pull/68077) — open
-- [Issue #59034: [macOS] screen.record command not available on node](https://github.com/openclaw/openclaw/issues/59034) — open
-
 ### `w-sss`
 
 - profile: [github.com/w-sss](https://github.com/w-sss)
@@ -1126,7 +1133,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #68234: bluebubbles: consolidate HTTP traffic through typed BlueBubblesClient](https://github.com/openclaw/openclaw/pull/68234) — open, draft
+- [PR #68234: bluebubbles: consolidate HTTP traffic through typed BlueBubblesClient](https://github.com/openclaw/openclaw/pull/68234) — open
 - [PR #67510: fix(bluebubbles): restore inbound image attachments and accept updated-message events](https://github.com/openclaw/openclaw/pull/67510) — closed, merged
 - [PR #67426: BlueBubbles/catchup: per-message retry cap for wedged messages (#66870)](https://github.com/openclaw/openclaw/pull/67426) — closed, merged
 - [Issue #67874: Remove legacy dedupe file migration code from inbound-dedupe.ts](https://github.com/openclaw/openclaw/issues/67874) — open
@@ -1304,12 +1311,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Agumadeiras)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Agumadeiras)
 - repo first seen: `2026-01-14T20:41:14Z`
-- repo last seen: `2026-04-17T17:50:23Z`
+- repo last seen: `2026-04-17T23:15:23Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **16**
 - snapshot authored PRs/issues: **15 PRs / 1 issues**
-- snapshot discussion activity: **448 comments / 2 reviews / 2 review comments**
+- snapshot discussion activity: **449 comments / 2 reviews / 2 review comments**
 - account age: **4579 days**
 - recent public PR activity: **16 PRs** (13 merged / 1 closed-unmerged / 2 open; merged rate **81%**, closed-unmerged rate **6%**, open rate **12%**)
 - public orgs: `openclaw`
@@ -1557,6 +1564,29 @@ Example artifacts:
 - [PR #66209: feat(m365): add Outlook triage approvals](https://github.com/openclaw/openclaw/pull/66209) — open
 - [PR #66208: feat(m365): add calendar copilot approvals](https://github.com/openclaw/openclaw/pull/66208) — open
 
+### `1aifanatic`
+
+- profile: [github.com/1aifanatic](https://github.com/1aifanatic)
+- 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`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **10**
+- snapshot authored PRs/issues: **10 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%**)
+- 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 #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
+
 ### `Jimmy-xuzimo`
 
 - profile: [github.com/Jimmy-xuzimo](https://github.com/Jimmy-xuzimo)
@@ -2754,30 +2784,6 @@ Example artifacts:
 - [Issue #65715: anthropic-vertex models missing after upgrade to 2026.4.11](https://github.com/openclaw/openclaw/issues/65715) — open
 - [Issue #61717: [Feature]: Add GitHub Copilot as memory search embedding provider](https://github.com/openclaw/openclaw/issues/61717) — closed
 
-### `Lucenx9`
-
-- profile: [github.com/Lucenx9](https://github.com/Lucenx9)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALucenx9)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALucenx9)
-- repo first seen: `2026-02-25T06:16:41Z`
-- repo last seen: `2026-04-17T20:16:27Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **6**
-- snapshot authored PRs/issues: **5 PRs / 1 issues**
-- snapshot discussion activity: **12 comments / 0 reviews / 0 review comments**
-- account age: **547 days**
-- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68269: [codex] CLI/Doctor: skip gateway token warning in trusted-proxy mode](https://github.com/openclaw/openclaw/pull/68269) — open, draft
-- [PR #64548: fix(whatsapp): normalize explicit heartbeat target](https://github.com/openclaw/openclaw/pull/64548) — closed
-- [PR #64531: fix(bluebubbles): add configurable outbound send method](https://github.com/openclaw/openclaw/pull/64531) — closed
-- [Issue #45645: [Bug]: doctor/update can leave CLI and gateway on different installs on Linux](https://github.com/openclaw/openclaw/issues/45645) — open
-
 ### `rmfalco89`
 
 - profile: [github.com/rmfalco89](https://github.com/rmfalco89)
@@ -3153,6 +3159,31 @@ Example artifacts:
 - [Issue #64982: [Bug]: (doctor): plugins.allow advisory doesn't warn it's an exclusive allowlist](https://github.com/openclaw/openclaw/issues/64982) — open
 - [Issue #64976: [Bug]: (cron): announce delivery ignores NO_REPLY when agent prepends other text](https://github.com/openclaw/openclaw/issues/64976) — closed
 
+### `dlebee-agent`
+
+- profile: [github.com/dlebee-agent](https://github.com/dlebee-agent)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Adlebee-agent)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adlebee-agent)
+- repo first seen: `2026-04-17T18:21:49Z`
+- repo last seen: `2026-04-17T22:35:57Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **4 PRs / 2 issues**
+- snapshot discussion activity: **3 comments / 5 reviews / 5 review comments**
+- account age: **16 days**
+- recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #68301: feat(node): add --daemon-env flag to openclaw node install](https://github.com/openclaw/openclaw/pull/68301) — open
+- [PR #68293: fix(systemd): use resolveSystemdServiceName in activate/uninstall](https://github.com/openclaw/openclaw/pull/68293) — open
+- [PR #68288: fix(systemd): use resolveSystemdServiceName in activate/uninstall](https://github.com/openclaw/openclaw/pull/68288) — closed
+- [Issue #68297: [Feature]: Add --daemon-env flag to openclaw node install](https://github.com/openclaw/openclaw/issues/68297) — open
+- [Issue #68287: [Bug]: openclaw node install fails with 'Unit file openclaw-gateway.service does not exist' on node-only VMs](https://github.com/openclaw/openclaw/issues/68287) — open
+
 ### `sebykrueger`
 
 - profile: [github.com/sebykrueger](https://github.com/sebykrueger)
@@ -3863,30 +3894,6 @@ Example artifacts:
 - [Issue #63130: claude-cli OAuth token not auto-refreshed; agents silently fall back](https://github.com/openclaw/openclaw/issues/63130) — closed
 - [Issue #63054: Bug: NO_REPLY token leaks as visible text when model generates trailing content after NO_REPLY](https://github.com/openclaw/openclaw/issues/63054) — closed
 
-### `dlebee-agent`
-
-- profile: [github.com/dlebee-agent](https://github.com/dlebee-agent)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Adlebee-agent)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adlebee-agent)
-- repo first seen: `2026-04-17T18:21:49Z`
-- repo last seen: `2026-04-17T22:11:00Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **3 PRs / 1 issues**
-- snapshot discussion activity: **2 comments / 2 reviews / 2 review comments**
-- account age: **16 days**
-- recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #68293: fix(systemd): use resolveSystemdServiceName in activate/uninstall](https://github.com/openclaw/openclaw/pull/68293) — open
-- [PR #68288: fix(systemd): use resolveSystemdServiceName in activate/uninstall](https://github.com/openclaw/openclaw/pull/68288) — closed
-- [PR #68240: feat(onboard): add --daemon-env flag to openclaw onboard --install-daemon](https://github.com/openclaw/openclaw/pull/68240) — open
-- [Issue #68287: [Bug]: openclaw node install fails with 'Unit file openclaw-gateway.service does not exist' on node-only VMs](https://github.com/openclaw/openclaw/issues/68287) — open
-
 ### `yoanndefay`
 
 - profile: [github.com/yoanndefay](https://github.com/yoanndefay)
@@ -4331,12 +4338,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajlapenna)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajlapenna)
 - repo first seen: `2026-04-03T04:12:38Z`
-- repo last seen: `2026-04-17T16:16:43Z`
+- repo last seen: `2026-04-17T22:27:22Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **13 comments / 2 reviews / 0 review comments**
+- snapshot discussion activity: **16 comments / 2 reviews / 0 review comments**
 - account age: **6304 days**
 - recent public PR activity: **13 PRs** (1 merged / 3 closed-unmerged / 9 open; merged rate **8%**, closed-unmerged rate **23%**, open rate **69%**)
 - public orgs: `supersprinklesracing`
@@ -4373,6 +4380,30 @@ Example artifacts:
 - [Issue #63159: Docs: recommend a hybrid QMD + memory-wiki bridge architecture](https://github.com/openclaw/openclaw/issues/63159) — closed
 - [Issue #63157: Bug: cached plugin restore drops memory capability and breaks memory-wiki bridge imports](https://github.com/openclaw/openclaw/issues/63157) — closed
 
+### `Lucenx9`
+
+- profile: [github.com/Lucenx9](https://github.com/Lucenx9)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALucenx9)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALucenx9)
+- repo first seen: `2026-02-25T06:16:41Z`
+- repo last seen: `2026-04-17T20:16:27Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **5 PRs / 1 issues**
+- snapshot discussion activity: **12 comments / 0 reviews / 0 review comments**
+- account age: **547 days**
+- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68269: [codex] CLI/Doctor: skip gateway token warning in trusted-proxy mode](https://github.com/openclaw/openclaw/pull/68269) — open, draft
+- [PR #64548: fix(whatsapp): normalize explicit heartbeat target](https://github.com/openclaw/openclaw/pull/64548) — closed
+- [PR #64531: fix(bluebubbles): add configurable outbound send method](https://github.com/openclaw/openclaw/pull/64531) — closed
+- [Issue #45645: [Bug]: doctor/update can leave CLI and gateway on different installs on Linux](https://github.com/openclaw/openclaw/issues/45645) — open
+
 ### `ShionEria`
 
 - profile: [github.com/ShionEria](https://github.com/ShionEria)
@@ -5683,6 +5714,28 @@ Example artifacts:
 - [PR #67771: feat(browser): Add enhanced snapshot with script-based element detection](https://github.com/openclaw/openclaw/pull/67771) — open
 - [PR #67725: feat(browser): Add enhanced snapshot with script-based element detection](https://github.com/openclaw/openclaw/pull/67725) — closed
 
+### `kvnkho`
+
+- profile: [github.com/kvnkho](https://github.com/kvnkho)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akvnkho)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akvnkho)
+- repo first seen: `2026-04-13T21:57:52Z`
+- repo last seen: `2026-04-17T23:04:43Z`
+- 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: **3116 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: `orlmlds`
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68322: fix(kilocode): send auth header in model discovery to include BYOK models](https://github.com/openclaw/openclaw/pull/68322) — open
+- [PR #66175: fix(kilocode): send auth header in model discovery to include BYOK models](https://github.com/openclaw/openclaw/pull/66175) — closed
+
 ### `leochame`
 
 - profile: [github.com/leochame](https://github.com/leochame)
@@ -5881,6 +5934,28 @@ Example artifacts:
 - [PR #65186: feat: add <example> trigger mechanism for Skills](https://github.com/openclaw/openclaw/pull/65186) — open
 - [PR #65150: feat: add tool:beforeExecute/afterExecute internal hooks](https://github.com/openclaw/openclaw/pull/65150) — open
 
+### `Nimraakram22`
+
+- profile: [github.com/Nimraakram22](https://github.com/Nimraakram22)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ANimraakram22)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ANimraakram22)
+- repo first seen: `2026-04-17T19:03:24Z`
+- repo last seen: `2026-04-17T22:28:08Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **4 comments / 1 reviews / 1 review comments**
+- account age: **82 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68302: Fix/systemd restart exit null](https://github.com/openclaw/openclaw/pull/68302) — open
+- [PR #68247: feat(gateway): Add Xcode Copilot Extension Support](https://github.com/openclaw/openclaw/pull/68247) — closed
+
 ### `notamicrodose`
 
 - profile: [github.com/notamicrodose](https://github.com/notamicrodose)
@@ -7277,6 +7352,54 @@ Example artifacts:
 - [Issue #66498: [Feature]: Pass freshness parameter to Gemini web_search provider](https://github.com/openclaw/openclaw/issues/66498) — open
 - [Issue #65909: Codex native web_search with openai-codex/gpt-5.4 does not appear to engage with tools.web.search.openaiCodex.mode=live despite valid config](https://github.com/openclaw/openclaw/issues/65909) — open
 
+### `JIRBOY`
+
+- profile: [github.com/JIRBOY](https://github.com/JIRBOY)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AJIRBOY)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJIRBOY)
+- repo first seen: `2026-04-11T06:03:38Z`
+- repo last seen: `2026-04-17T23:16:26Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **1 PRs / 6 issues**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- account age: **2565 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68327: fix(gateway): reduce startup latency and improve Windows stability](https://github.com/openclaw/openclaw/pull/68327) — open
+- [Issue #67990: Proposal: Improved Backup Design with Configurable Exclusion Rules and Service-Aware Archiving](https://github.com/openclaw/openclaw/issues/67990) — open
+- [Issue #67040: Performance: Optimize CLI startup by persisting plugin discovery cache and deferring plugin loading](https://github.com/openclaw/openclaw/issues/67040) — open
+- [Issue #67038: Plugin runtime dependencies not properly staged after global npm install](https://github.com/openclaw/openclaw/issues/67038) — open
+
+### `barronlroth`
+
+- profile: [github.com/barronlroth](https://github.com/barronlroth)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abarronlroth)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abarronlroth)
+- repo first seen: `2026-02-16T19:50:20Z`
+- repo last seen: `2026-04-17T23:07:19Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **1 PRs / 5 issues**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- account age: **4583 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 #67515: feat(google): add Gemini TTS provider](https://github.com/openclaw/openclaw/pull/67515) — closed, merged
+- [Issue #68323: feat(tts): add provider-agnostic TTS personas in speech-core](https://github.com/openclaw/openclaw/issues/68323) — open
+- [Issue #67539: [Feature]: Add provider-specific TTS prompt hints](https://github.com/openclaw/openclaw/issues/67539) — open
+- [Issue #67458: [Feature] Gemini 3.1 Flash TTS support in messages.tts, with expressive tag passthrough](https://github.com/openclaw/openclaw/issues/67458) — closed
+
 ### `perlowja`
 
 - profile: [github.com/perlowja](https://github.com/perlowja)
@@ -7349,30 +7472,6 @@ Example artifacts:
 - [Issue #65711: Research: pypowerwall design patterns and API surface](https://github.com/openclaw/openclaw/issues/65711) — open
 - [Issue #65710: Research: Tesla Fleet API charging and powerwall endpoints](https://github.com/openclaw/openclaw/issues/65710) — open
 
-### `barronlroth`
-
-- profile: [github.com/barronlroth](https://github.com/barronlroth)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abarronlroth)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abarronlroth)
-- repo first seen: `2026-02-16T19:50:20Z`
-- repo last seen: `2026-04-16T05:46:58Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **1 PRs / 4 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **4583 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 #67515: feat(google): add Gemini TTS provider](https://github.com/openclaw/openclaw/pull/67515) — closed, merged
-- [Issue #67539: [Feature]: Add provider-specific TTS prompt hints](https://github.com/openclaw/openclaw/issues/67539) — open
-- [Issue #67458: [Feature] Gemini 3.1 Flash TTS support in messages.tts, with expressive tag passthrough](https://github.com/openclaw/openclaw/issues/67458) — closed
-- [Issue #63197: memory-wiki bridge mode imports 0 artifacts even though memory-core exposes MEMORY.md and memory/*.md as public artifacts](https://github.com/openclaw/openclaw/issues/63197) — closed
-
 ### `lukeboyett`
 
 - profile: [github.com/lukeboyett](https://github.com/lukeboyett)
@@ -8032,6 +8131,28 @@ Example artifacts:
 - [PR #67495: feat(nodes): add file_pull/file_push actions for bidirectional file transfer](https://github.com/openclaw/openclaw/pull/67495) — open
 - [Issue #41716: [Feature]: nodes tool + node command surface: add file_push/file_pull (gateway ↔ node file transfer)](https://github.com/openclaw/openclaw/issues/41716) — open
 
+### `Chased1k`
+
+- profile: [github.com/Chased1k](https://github.com/Chased1k)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AChased1k)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AChased1k)
+- repo first seen: `2026-04-16T22:10:39Z`
+- repo last seen: `2026-04-17T22:47:43Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **3580 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 #68310: fix(pi-embedded-runner): retry silent stopReason=error turns (non-frontier models)](https://github.com/openclaw/openclaw/pull/68310) — open
+- [Issue #68281: GLM 5.1 / non-frontier models: stopReason=error + output=0 turns silently abort with no retry path](https://github.com/openclaw/openclaw/issues/68281) — open
+
 ### `cwmine`
 
 - profile: [github.com/cwmine](https://github.com/cwmine)
@@ -8384,6 +8505,28 @@ Example artifacts:
 - [PR #67108: fix: tolerate concurrent temp dir permission repair](https://github.com/openclaw/openclaw/pull/67108) — open
 - [Issue #64816: Plugin-bundled skill visible to CLI but not surfaced to agent available_skills in live session](https://github.com/openclaw/openclaw/issues/64816) — open
 
+### `Jcxu97`
+
+- profile: [github.com/Jcxu97](https://github.com/Jcxu97)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AJcxu97)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJcxu97)
+- repo first seen: `2026-04-17T22:19:18Z`
+- repo last seen: `2026-04-17T23:03:07Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **1158 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 #68318: fix(media): route FormData transcriptions through bundled undici realm (#68294)](https://github.com/openclaw/openclaw/pull/68318) — open
+- [Issue #68294: OpenAI-compatible audio transcription: HTTP 400 'not multipart/form-data' on Node 24 due to cross-realm FormData/undici dispatcher mismatch](https://github.com/openclaw/openclaw/issues/68294) — open
+
 ### `JerrettDavis`
 
 - profile: [github.com/JerrettDavis](https://github.com/JerrettDavis)
@@ -10153,6 +10296,27 @@ Example artifacts:
 Example artifacts:
 - [PR #65262: fix(cli): clarify that 'commands' is a runtime slash command](https://github.com/openclaw/openclaw/pull/65262) — open
 
+### `bluesky6868`
+
+- profile: [github.com/bluesky6868](https://github.com/bluesky6868)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abluesky6868)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abluesky6868)
+- repo first seen: `2026-04-17T22:26:25Z`
+- repo last seen: `2026-04-17T23:14:53Z`
+- 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: **3181 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 #68298: fix(discord): fail closed when bot identity is unavailable](https://github.com/openclaw/openclaw/pull/68298) — open
+
 ### `bmadwaves`
 
 - profile: [github.com/bmadwaves](https://github.com/bmadwaves)
@@ -11167,12 +11331,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEOLreidc)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEOLreidc)
 - repo first seen: `2026-04-16T23:38:07Z`
-- repo last seen: `2026-04-17T19:17:59Z`
+- repo last seen: `2026-04-17T22:46:50Z`
 - 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 / 4 reviews / 4 review comments**
+- snapshot discussion activity: **1 comments / 5 reviews / 5 review comments**
 - account age: **923 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -11203,6 +11367,27 @@ Example artifacts:
 Example artifacts:
 - [PR #67842: Fix/message tool description user facing](https://github.com/openclaw/openclaw/pull/67842) — 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: `2026-04-17T22:56:05Z`
+- 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: **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 #68316: Preserve unsent media payloads after block streaming](https://github.com/openclaw/openclaw/pull/68316) — open
+
 ### `eyjohn`
 
 - profile: [github.com/eyjohn](https://github.com/eyjohn)
@@ -12149,6 +12334,27 @@ Example artifacts:
 Example artifacts:
 - [PR #67463: Fix doctor SecretRef false positive and normalize task timestamps](https://github.com/openclaw/openclaw/pull/67463) — open
 
+### `itsuzef`
+
+- profile: [github.com/itsuzef](https://github.com/itsuzef)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aitsuzef)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aitsuzef)
+- repo first seen: `2026-02-21T23:47:03Z`
+- repo last seen: `2026-04-17T22:59:50Z`
+- 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: **2465 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 #68321: feat(elevenlabs): register eleven_v3 in TTS model allowlist](https://github.com/openclaw/openclaw/pull/68321) — open
+
 ### `ivyhabscheid`
 
 - profile: [github.com/ivyhabscheid](https://github.com/ivyhabscheid)
@@ -12359,27 +12565,6 @@ Example artifacts:
 Example artifacts:
 - [PR #65554: Jdc4429 media support v2 - Updated to work with latest version 2026.4.11](https://github.com/openclaw/openclaw/pull/65554) — open
 
-### `jeanibarz`
-
-- profile: [github.com/jeanibarz](https://github.com/jeanibarz)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajeanibarz)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajeanibarz)
-- repo first seen: `2026-04-10T21:02:06Z`
-- repo last seen: `2026-04-10T22:57:21Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **4869 days**
-- recent public PR activity: **18 PRs** (1 merged / 2 closed-unmerged / 15 open; merged rate **6%**, closed-unmerged rate **11%**, open rate **83%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #64527: fix(gateway): surface pairing reason in close frame and error message](https://github.com/openclaw/openclaw/pull/64527) — open
-
 ### `jeep91106-cpu`
 
 - profile: [github.com/jeep91106-cpu](https://github.com/jeep91106-cpu)
@@ -12401,6 +12586,27 @@ Example artifacts:
 Example artifacts:
 - [PR #65080: fix: avoid empty provider plugin load fallback](https://github.com/openclaw/openclaw/pull/65080) — closed
 
+### `JeevaByte`
+
+- profile: [github.com/JeevaByte](https://github.com/JeevaByte)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AJeevaByte)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJeevaByte)
+- repo first seen: `2026-04-17T23:10:37Z`
+- repo last seen: `2026-04-17T23:10:37Z`
+- 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: **2055 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 #68325: telegram: add allowBots parity for inbound filtering](https://github.com/openclaw/openclaw/pull/68325) — open
+
 ### `JerranC`
 
 - profile: [github.com/JerranC](https://github.com/JerranC)
@@ -13031,27 +13237,6 @@ Example artifacts:
 Example artifacts:
 - [PR #65253: image-generation-core: add deterministic pixel-art placeholder MVP](https://github.com/openclaw/openclaw/pull/65253) — open
 
-### `kvnkho`
-
-- profile: [github.com/kvnkho](https://github.com/kvnkho)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akvnkho)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akvnkho)
-- repo first seen: `2026-04-13T21:57:52Z`
-- repo last seen: `2026-04-14T08:18:02Z`
-- 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 / 1 reviews / 1 review comments**
-- account age: **3116 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: `orlmlds`
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #66175: fix(kilocode): send auth header in model discovery to include BYOK models](https://github.com/openclaw/openclaw/pull/66175) — open
-
 ### `Laihiujin`
 
 - profile: [github.com/Laihiujin](https://github.com/Laihiujin)
@@ -13976,27 +14161,6 @@ Example artifacts:
 Example artifacts:
 - [PR #66882: fix(wizard): guard text-input prompts against undefined clack results](https://github.com/openclaw/openclaw/pull/66882) — open
 
-### `Nimraakram22`
-
-- profile: [github.com/Nimraakram22](https://github.com/Nimraakram22)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ANimraakram22)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ANimraakram22)
-- repo first seen: `2026-04-17T19:03:24Z`
-- repo last seen: `2026-04-17T21:29:22Z`
-- 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 / 1 reviews / 1 review comments**
-- account age: **82 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68247: feat(gateway): Add Xcode Copilot Extension Support](https://github.com/openclaw/openclaw/pull/68247) — closed
-
 ### `nir-insuretax`
 
 - profile: [github.com/nir-insuretax](https://github.com/nir-insuretax)
@@ -15643,7 +15807,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ATheDillonHall)
 - repo first seen: `2026-04-17T21:36:47Z`
 - repo last seen: `2026-04-17T21:36:47Z`
-- 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**
@@ -15685,7 +15849,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Athesomewhatyou)
 - repo first seen: `2026-02-08T01:46:55Z`
 - repo last seen: `2026-04-17T22:08:17Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -16273,7 +16437,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AYASSINENFAI)
 - repo first seen: `2026-04-17T22:00:34Z`
 - repo last seen: `2026-04-17T22:00:34Z`
-- 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**
@@ -16285,7 +16449,7 @@ Example artifacts:
 - heuristic read: **high open PR share**
 
 Example artifacts:
-- [PR #68290: fix(plugins): allow explicitly enabled plugins to load when plugins.enabled is false](https://github.com/openclaw/openclaw/pull/68290) — open, draft
+- [PR #68290: fix(plugins): allow explicitly enabled plugins to load when plugins.enabled is false](https://github.com/openclaw/openclaw/pull/68290) — open
 
 ### `Yellowfish23`
 

new_contributors.parquet

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+size 114939857

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