Refresh openclaw dataset snapshot 20260418T072035Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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+          },
+          {
+            "kind": "pull_request",
+            "number": 64469,
+            "title": "fix(skills): add missing opening --- to taskflow and taskflow-inbox-triage SKILL.md frontmatter",
+            "url": "https://github.com/openclaw/openclaw/pull/64469",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-04-10T19:11:11Z"
+          }
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@@ -21485,8 +21485,8 @@
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@@ -21807,73 +21807,6 @@
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-          {
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-            "title": "feat: email-triage skill",
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@@ -22954,7 +22887,7 @@
           {
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-            "title": "fix(gateway): reduce startup latency and improve Windows stability",
+            "title": "fix(gateway): reduce startup latency by ~36s",
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@@ -28569,12 +28502,12 @@
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@@ -41694,6 +41627,63 @@
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+      "report_reason": "first_seen_in_snapshot",
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+      "account_age_days": 152,
+      "young_account": true,
+      "follow_through_score": "mixed",
+      "breadth_score": "low",
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+      "heuristic_note": "young account",
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+            "title": "feat(feishu): add list action to read chat history by container_id",
+            "url": "https://github.com/openclaw/openclaw/pull/68443",
+            "state": "open",
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@@ -42727,12 +42717,12 @@
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       "repo_first_seen_at": "2026-02-20T21:19:18Z",
-      "repo_last_seen_at": "2026-04-17T07:05:53Z",
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@@ -43978,63 +43968,6 @@
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-            "url": "https://github.com/openclaw/openclaw/pull/64683",
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@@ -48327,7 +48260,7 @@
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             "state": "open",
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-            "draft": true,
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           }
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@@ -48562,63 +48495,6 @@
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   ]
 }

new-contributors-report.md

@@ -1,24 +1,24 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260418T062035Z`
-- Generated: `2026-04-18T06:23:12Z`
+- Snapshot: `20260418T072035Z`
+- Generated: `2026-04-18T07:22:18Z`
 - Activity window: `7d`
-- Contributors: `715`
+- Contributors: `713`
 
 ## Summary
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
 | `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 |
+| `100yenadmin` | [profile](https://github.com/100yenadmin) | no | CONTRIBUTOR | 178d | `2026-03-15T18:31:56Z` | 51 | 49 | weak | moderate | medium | young account; 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 | 49 | 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` | 39 | 0 | weak | low | high | very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `neeravmakwana` | [profile](https://github.com/neeravmakwana) | no | CONTRIBUTOR | 64d | `2026-02-24T02:57:36Z` | 38 | 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` | 37 | 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 |
-| `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 26 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
+| `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 27 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
 | `kagura-agent` | [profile](https://github.com/kagura-agent) | no | CONTRIBUTOR | 32d | `2026-03-18T00:16:55Z` | 23 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
 | `eleqtrizit` | [profile](https://github.com/eleqtrizit) | no | CONTRIBUTOR | 3150d | `2026-04-07T18:17:36Z` | 23 | 0 | strong | low | low | targets high-star repos |
 | `Yanhu007` | [profile](https://github.com/Yanhu007) | no | CONTRIBUTOR | 4741d | `2026-04-10T13:40:56Z` | 22 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
@@ -41,6 +41,7 @@
 | `pgondhi987` | [profile](https://github.com/pgondhi987) | no | CONTRIBUTOR | 24d | `2026-04-09T04:56:14Z` | 14 | 0 | strong | low | medium | very new account; no visible non-self stars; targets high-star repos |
 | `tentacloos` | [profile](https://github.com/tentacloos) | no | NONE | 22d | `2026-04-14T13:17:10Z` | 14 | 0 | n/a | low | medium | very new account; no visible non-self stars |
 | `Tianworld` | [profile](https://github.com/Tianworld) | no | CONTRIBUTOR | 2846d | `2026-03-24T16:13:35Z` | 13 | 0 | weak | low | low | high recent PR volume; high open PR share; no visible non-self stars; targets high-star repos |
+| `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 |
 | `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 |
@@ -49,7 +50,6 @@
 | `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 |
 | `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 |
-| `mushuiyu886` | [profile](https://github.com/mushuiyu886) | no | NONE | 37d | `2026-04-10T05:26:47Z` | 10 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `Rohan5commit` | [profile](https://github.com/Rohan5commit) | no | CONTRIBUTOR | 580d | `2026-02-21T09:50:26Z` | 10 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `pfrederiksen` | [profile](https://github.com/pfrederiksen) | no | NONE | 5392d | `2026-04-14T16:42:04Z` | 9 | 4 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `stainlu` | [profile](https://github.com/stainlu) | no | CONTRIBUTOR | 1364d | `2026-04-08T01:24:20Z` | 9 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -85,6 +85,7 @@
 | `Mlightsnow` | [profile](https://github.com/Mlightsnow) | no | CONTRIBUTOR | 1899d | `2026-04-09T22:29:10Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | NONE | 1526d | `2026-04-14T18:43:33Z` | 7 | 0 | mixed | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
 | `oliviareid-svg` | [profile](https://github.com/oliviareid-svg) | no | CONTRIBUTOR | 27d | `2026-03-22T06:41:01Z` | 7 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `suboss87` | [profile](https://github.com/suboss87) | no | CONTRIBUTOR | 4078d | `2026-03-13T04:40:38Z` | 7 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `wade-microblueworld` | [profile](https://github.com/wade-microblueworld) | no | NONE | 2336d | `2026-04-17T10:35:38Z` | 7 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `chinar-amrutkar` | [profile](https://github.com/chinar-amrutkar) | no | CONTRIBUTOR | 3502d | `2026-03-03T22:36:15Z` | 6 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `mobilinkd` | [profile](https://github.com/mobilinkd) | no | NONE | 4686d | `2026-04-09T19:27:39Z` | 6 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -107,7 +108,6 @@
 | `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 |
-| `suboss87` | [profile](https://github.com/suboss87) | no | CONTRIBUTOR | 4078d | `2026-03-13T04:40:38Z` | 5 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `zhanggpcsu` | [profile](https://github.com/zhanggpcsu) | no | NONE | 2d | `2026-04-14T07:10:06Z` | 5 | 0 | weak | low | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `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 |
@@ -126,6 +126,7 @@
 | `briandevans` | [profile](https://github.com/briandevans) | no | CONTRIBUTOR | 103d | `2026-04-14T01:48:32Z` | 4 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `bulutmuf` | [profile](https://github.com/bulutmuf) | no | NONE | 340d | `2026-04-15T13:34:46Z` | 4 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
 | `dutifulbob` | [profile](https://github.com/dutifulbob) | no | CONTRIBUTOR | 60d | `2026-02-22T13:07:44Z` | 4 | 0 | strong | moderate | low | very new account; high recent PR volume; no visible non-self stars |
+| `GaosCode` | [profile](https://github.com/GaosCode) | no | CONTRIBUTOR | 632d | `2026-04-09T08:32:17Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `holeshotclaw` | [profile](https://github.com/holeshotclaw) | no | NONE | 12d | `2026-04-14T22:45:43Z` | 4 | 0 | n/a | low | medium | very new account; no visible non-self stars |
 | `hoyanhan` | [profile](https://github.com/hoyanhan) | no | NONE | 2697d | `2026-04-16T11:24:49Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `KeWang0622` | [profile](https://github.com/KeWang0622) | no | NONE | 3176d | `2026-04-12T22:12:52Z` | 4 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
@@ -166,13 +167,11 @@
 | `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 |
 | `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 |
-| `extrasmall0` | [profile](https://github.com/extrasmall0) | no | CONTRIBUTOR | 77d | `2026-03-07T15:35:58Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
 | `leonardsellem` | [profile](https://github.com/leonardsellem) | no | CONTRIBUTOR | 4992d | `2026-04-10T10:47:02Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `glfruit` | [profile](https://github.com/glfruit) | no | NONE | 4773d | `2026-04-09T14:53:44Z` | 3 | 4 | weak | low | low | high open PR share; targets high-star repos |
 | `Alex-Alaniz` | [profile](https://github.com/Alex-Alaniz) | no | CONTRIBUTOR | 1705d | `2026-02-23T15:51:19Z` | 3 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `sparkeros` | [profile](https://github.com/sparkeros) | no | NONE | 156d | `2026-03-09T12:13:39Z` | 3 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `alchip` | [profile](https://github.com/alchip) | no | NONE | 3345d | `2026-04-09T09:39:38Z` | 3 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `GaosCode` | [profile](https://github.com/GaosCode) | no | CONTRIBUTOR | 632d | `2026-04-09T08:32:17Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `richardclawbot` | [profile](https://github.com/richardclawbot) | no | NONE | 31d | `2026-04-10T17:07:12Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `welfo-beo` | [profile](https://github.com/welfo-beo) | no | CONTRIBUTOR | 525d | `2026-04-11T04:57:14Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `OpenCodeEngineer` | [profile](https://github.com/OpenCodeEngineer) | no | CONTRIBUTOR | 61d | `2026-04-11T01:14:43Z` | 2 | 9 | strong | low | low | very new account; no visible non-self stars; targets high-star repos |
@@ -259,6 +258,7 @@
 | `scoootscooob` | [profile](https://github.com/scoootscooob) | no | CONTRIBUTOR | 732d | `2026-02-26T07:20:09Z` | 5 | 0 | strong | low | low | 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 |
 | `drvoss` | [profile](https://github.com/drvoss) | no | CONTRIBUTOR | 4872d | `2026-02-25T02:18:08Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `extrasmall0` | [profile](https://github.com/extrasmall0) | no | CONTRIBUTOR | 77d | `2026-03-07T15:35:58Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
 | `monsonego` | [profile](https://github.com/monsonego) | no | NONE | 701d | `2026-04-07T12:27:49Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Rahulkumar070` | [profile](https://github.com/Rahulkumar070) | no | CONTRIBUTOR | 874d | `2026-04-10T20:11:58Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `wirjo` | [profile](https://github.com/wirjo) | no | CONTRIBUTOR | 5970d | `2026-04-06T11:49:31Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -283,7 +283,6 @@
 | `bittoby` | [profile](https://github.com/bittoby) | no | CONTRIBUTOR | 290d | `2026-04-09T03:12:01Z` | 2 | 0 | mixed | moderate | low | young account; high recent PR volume |
 | `bladin` | [profile](https://github.com/bladin) | no | CONTRIBUTOR | 5085d | `2026-04-08T06:15:00Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `BryanTegomoh` | [profile](https://github.com/BryanTegomoh) | no | CONTRIBUTOR | 2122d | `2026-02-01T02:20:00Z` | 2 | 0 | weak | low | low | targets high-star repos |
-| `cyber-ayi` | [profile](https://github.com/cyber-ayi) | no | NONE | 69d | `2026-04-09T04:27:16Z` | 2 | 0 | mixed | low | medium | very new account; high open PR share; no visible non-self stars |
 | `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 |
 | `FroeMic` | [profile](https://github.com/FroeMic) | no | NONE | 3833d | `2026-04-10T07:57:00Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `hoyyeva` | [profile](https://github.com/hoyyeva) | no | CONTRIBUTOR | 2206d | `2026-04-10T19:12:28Z` | 2 | 0 | strong | low | low | targets high-star repos |
@@ -377,7 +376,7 @@
 | `phenomenoner` | [profile](https://github.com/phenomenoner) | no | NONE | 1856d | `2026-02-07T09:43:23Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `raquel4112002` | [profile](https://github.com/raquel4112002) | no | NONE | 2095d | `2026-04-15T19:25:11Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `reghar-bot` | [profile](https://github.com/reghar-bot) | no | NONE | 46d | `2026-04-11T07:27:14Z` | 1 | 1 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `richddr` | [profile](https://github.com/richddr) | yes | NONE | 5213d | `2026-04-18T05:59:24Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `richddr` | [profile](https://github.com/richddr) | no | NONE | 5213d | `2026-04-18T05:59:24Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `S-huNsuke` | [profile](https://github.com/S-huNsuke) | no | NONE | 133d | `2026-04-11T07:49:06Z` | 1 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `ScientificProgrammer` | [profile](https://github.com/ScientificProgrammer) | no | NONE | 4728d | `2026-04-10T22:44:57Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `shawnduggan` | [profile](https://github.com/shawnduggan) | no | NONE | 4815d | `2026-03-01T12:54:24Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -491,7 +490,7 @@
 | `feniix` | [profile](https://github.com/feniix) | no | CONTRIBUTOR | 6161d | `2026-04-16T21:30:52Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `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) | yes | 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 |
+| `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 |
 | `frankhli843` | [profile](https://github.com/frankhli843) | no | NONE | 2499d | `2026-04-17T16:19:07Z` | 1 | 0 | mixed | low | 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 |
@@ -603,6 +602,7 @@
 | `mktcode` | [profile](https://github.com/mktcode) | no | NONE | 4431d | `2026-04-14T17:42:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mofolo` | [profile](https://github.com/mofolo) | no | NONE | 5117d | `2026-04-16T05:46:07Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `mohuaxiao` | [profile](https://github.com/mohuaxiao) | no | NONE | 79d | `2026-04-12T16:28:41Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
+| `monasprox` | [profile](https://github.com/monasprox) | yes | NONE | 152d | `2026-04-18T06:55:05Z` | 1 | 0 | mixed | low | low | young account |
 | `mylesdebastion` | [profile](https://github.com/mylesdebastion) | no | NONE | 2781d | `2026-01-28T22:26:25Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `neilofneils404` | [profile](https://github.com/neilofneils404) | no | NONE | 74d | `2026-04-16T22:29:09Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `neiro-yuchat` | [profile](https://github.com/neiro-yuchat) | no | NONE | 72d | `2026-04-11T17:45:15Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -643,7 +643,6 @@
 | `rjchien728` | [profile](https://github.com/rjchien728) | no | CONTRIBUTOR | 3574d | `2026-04-14T18:27:25Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `rjcloudsigma` | [profile](https://github.com/rjcloudsigma) | no | NONE | 4308d | `2026-04-15T02:14:05Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Robertmonkey` | [profile](https://github.com/Robertmonkey) | no | NONE | 306d | `2026-04-13T13:25:37Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
-| `Robinzhh` | [profile](https://github.com/Robinzhh) | no | NONE | 67d | `2026-04-11T06:51:39Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
 | `rockchris099` | [profile](https://github.com/rockchris099) | no | NONE | ?d | `2026-04-14T19:32:52Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
 | `rocke2020` | [profile](https://github.com/rocke2020) | no | NONE | 3046d | `2026-04-14T14:49:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `rocklobster-ai` | [profile](https://github.com/rocklobster-ai) | no | NONE | 38d | `2026-04-13T21:52:33Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -723,7 +722,6 @@
 | `zeroasterisk` | [profile](https://github.com/zeroasterisk) | no | CONTRIBUTOR | 6430d | `2026-04-11T22:07:01Z` | 1 | 0 | mixed | low | low | targets high-star repos |
 | `Zetarcos` | [profile](https://github.com/Zetarcos) | no | NONE | 1265d | `2026-04-17T07:36:00Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `zrt-ai-lab` | [profile](https://github.com/zrt-ai-lab) | no | NONE | 3613d | `2026-04-14T02:47:26Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `zviehrman13` | [profile](https://github.com/zviehrman13) | no | NONE | 3381d | `2026-04-11T06:58:45Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
 ## Contributors
 
@@ -750,6 +748,32 @@ Example artifacts:
 - [PR #67312: fix: prevent exec completion feedback loop in web UI session](https://github.com/openclaw/openclaw/pull/67312) — closed
 - [PR #67310: fix: prevent exec completion feedback loop in web UI session](https://github.com/openclaw/openclaw/pull/67310) — closed
 
+### `100yenadmin`
+
+- profile: [github.com/100yenadmin](https://github.com/100yenadmin)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3A100yenadmin)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3A100yenadmin)
+- repo first seen: `2026-03-15T18:31:56Z`
+- repo last seen: `2026-04-18T06:41:54Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **100**
+- snapshot authored PRs/issues: **51 PRs / 49 issues**
+- snapshot discussion activity: **213 comments / 892 reviews / 892 review comments**
+- account age: **178 days**
+- recent public PR activity: **81 PRs** (21 merged / 36 closed-unmerged / 24 open; merged rate **26%**, closed-unmerged rate **44%**, open rate **30%**)
+- public orgs: `electricsheephq`
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
+- heuristic read: **young account; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #68441: feat(plan-mode): universal /plan slash commands across all channels (PR-11)](https://github.com/openclaw/openclaw/pull/68441) — open
+- [PR #68440: feat(plan-mode): plan archetype + ask_user_question + auto mode (PR-10)](https://github.com/openclaw/openclaw/pull/68440) — open
+- [PR #67840: feat(plan-mode): integration bridge wiring tools + mutation gate + sessions.patch [PR-8]](https://github.com/openclaw/openclaw/pull/67840) — open
+- [Issue #68419: GPT-5 bootstrap alias files for AGENTS/SOUL via context-limiter path](https://github.com/openclaw/openclaw/issues/68419) — open
+- [Issue #67777: [Bug]: Subagent completion delivery can be lost on direct-announce timeout, drain, or orphan prune](https://github.com/openclaw/openclaw/issues/67777) — open
+- [Issue #67637: [qa-lab] Add tool-call trace inspection to QaBusMessage for richer scenario assertions](https://github.com/openclaw/openclaw/issues/67637) — open
+
 ### `vincentkoc`
 
 - profile: [github.com/vincentkoc](https://github.com/vincentkoc)
@@ -773,32 +797,6 @@ Example artifacts:
 - [PR #67099: fix(plugins): localize bundled runtime deps to extensions](https://github.com/openclaw/openclaw/pull/67099) — closed, merged
 - [PR #67080: feat(plugins): narrow gateway route loads from manifests](https://github.com/openclaw/openclaw/pull/67080) — open
 
-### `100yenadmin`
-
-- profile: [github.com/100yenadmin](https://github.com/100yenadmin)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3A100yenadmin)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3A100yenadmin)
-- repo first seen: `2026-03-15T18:31:56Z`
-- repo last seen: `2026-04-18T05:37:25Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **98**
-- snapshot authored PRs/issues: **49 PRs / 49 issues**
-- snapshot discussion activity: **213 comments / 892 reviews / 892 review comments**
-- account age: **178 days**
-- recent public PR activity: **81 PRs** (21 merged / 36 closed-unmerged / 24 open; merged rate **26%**, closed-unmerged rate **44%**, open rate **30%**)
-- public orgs: `electricsheephq`
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
-- heuristic read: **young account; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #67840: feat(plan-mode): integration bridge wiring tools + mutation gate + sessions.patch [PR-8]](https://github.com/openclaw/openclaw/pull/67840) — open
-- [PR #67721: feat(ui): mode switcher + clickable plan cards + channel-aware plan delivery](https://github.com/openclaw/openclaw/pull/67721) — open
-- [PR #67542: feat(agents): cross-session plan store with file-level locking [Phase 4.2]](https://github.com/openclaw/openclaw/pull/67542) — open
-- [Issue #68419: GPT-5 bootstrap alias files for AGENTS/SOUL via context-limiter path](https://github.com/openclaw/openclaw/issues/68419) — open
-- [Issue #67777: [Bug]: Subagent completion delivery can be lost on direct-announce timeout, drain, or orphan prune](https://github.com/openclaw/openclaw/issues/67777) — open
-- [Issue #67637: [qa-lab] Add tool-call trace inspection to QaBusMessage for richer scenario assertions](https://github.com/openclaw/openclaw/issues/67637) — open
-
 ### `hclsys`
 
 - profile: [github.com/hclsys](https://github.com/hclsys)
@@ -948,12 +946,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahxy91819)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahxy91819)
 - repo first seen: `2026-03-13T11:26:05Z`
-- repo last seen: `2026-04-18T02:53:44Z`
+- repo last seen: `2026-04-18T06:39:33Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **27**
-- snapshot authored PRs/issues: **26 PRs / 1 issues**
-- snapshot discussion activity: **120 comments / 26 reviews / 26 review comments**
+- repo primary artifacts: **28**
+- snapshot authored PRs/issues: **27 PRs / 1 issues**
+- snapshot discussion activity: **121 comments / 26 reviews / 26 review comments**
 - account age: **4229 days**
 - recent public PR activity: **25 PRs** (18 merged / 3 closed-unmerged / 4 open; merged rate **72%**, closed-unmerged rate **12%**, open rate **16%**)
 - public orgs: `openclaw`
@@ -961,9 +959,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #68439: docs(changelog): deduplicate #67679 entry](https://github.com/openclaw/openclaw/pull/68439) — closed, merged
 - [PR #68375: lint: add config redact coverage guards](https://github.com/openclaw/openclaw/pull/68375) — open
 - [PR #67920: CI: fix matrix lane shell interpolation in release checks](https://github.com/openclaw/openclaw/pull/67920) — open
-- [PR #67909: CI: add pull_request trigger to CodeQL workflow, change schedule to weekly](https://github.com/openclaw/openclaw/pull/67909) — closed
 - [Issue #64892: [Bug]: Agent self-update bypasses update.run and uses raw npm global upgrade without restarting gateway](https://github.com/openclaw/openclaw/issues/64892) — open
 
 ### `kagura-agent`
@@ -1489,6 +1487,29 @@ Example artifacts:
 - [PR #67212: fix(config-ui): keep Raw view readable when raw text withheld](https://github.com/openclaw/openclaw/pull/67212) — closed
 - [PR #67211: fix(text): strip leaked reasoning before orphan </think>](https://github.com/openclaw/openclaw/pull/67211) — closed
 
+### `mushuiyu886`
+
+- profile: [github.com/mushuiyu886](https://github.com/mushuiyu886)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amushuiyu886)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amushuiyu886)
+- repo first seen: `2026-04-10T05:26:47Z`
+- repo last seen: `2026-04-18T07:10:24Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **12**
+- snapshot authored PRs/issues: **12 PRs / 0 issues**
+- snapshot discussion activity: **4 comments / 1 reviews / 1 review comments**
+- account age: **37 days**
+- recent public PR activity: **13 PRs** (0 merged / 8 closed-unmerged / 5 open; merged rate **0%**, closed-unmerged rate **62%**, open rate **38%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #68445: fix: exec tool gateway crash (#68376) and memory-core dreaming bloat (#68379)](https://github.com/openclaw/openclaw/pull/68445) — open
+- [PR #68437: fix: exec tool gateway crash (#68376) and memory-core dreaming bloat (#68379)](https://github.com/openclaw/openclaw/pull/68437) — closed
+- [PR #68432: fix: exec tool gateway crash (#68376) and memory-core dreaming bloat (#68379)](https://github.com/openclaw/openclaw/pull/68432) — closed
+
 ### `openperf`
 
 - profile: [github.com/openperf](https://github.com/openperf)
@@ -1673,29 +1694,6 @@ Example artifacts:
 - [PR #67119: fix(google): use v1alpha API version for preview Veo models (#62309)](https://github.com/openclaw/openclaw/pull/67119) — open
 - [PR #66482: fix(agents): use max_tokens instead of max_completion_tokens for non-OpenAI providers (#65603)](https://github.com/openclaw/openclaw/pull/66482) — open
 
-### `mushuiyu886`
-
-- profile: [github.com/mushuiyu886](https://github.com/mushuiyu886)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amushuiyu886)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amushuiyu886)
-- repo first seen: `2026-04-10T05:26:47Z`
-- repo last seen: `2026-04-18T06:09:09Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **10**
-- snapshot authored PRs/issues: **10 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **37 days**
-- recent public PR activity: **13 PRs** (0 merged / 8 closed-unmerged / 5 open; merged rate **0%**, closed-unmerged rate **62%**, open rate **38%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #68432: fix: exec tool gateway crash (#68376) and memory-core dreaming bloat (#68379)](https://github.com/openclaw/openclaw/pull/68432) — open
-- [PR #68421: fix: exec tool gateway crash (#68376) and memory-core dreaming bloat (#68379)](https://github.com/openclaw/openclaw/pull/68421) — closed
-- [PR #67551: Fix #67488: Handle Unicode smart quotes in tool call argument JSON](https://github.com/openclaw/openclaw/pull/67551) — open
-
 ### `Rohan5commit`
 
 - profile: [github.com/Rohan5commit](https://github.com/Rohan5commit)
@@ -2461,12 +2459,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AMlightsnow)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AMlightsnow)
 - repo first seen: `2026-04-09T22:29:10Z`
-- repo last seen: `2026-04-17T16:45:51Z`
+- repo last seen: `2026-04-18T06:48:07Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 3 reviews / 3 review comments**
+- snapshot discussion activity: **1 comments / 3 reviews / 3 review comments**
 - account age: **1899 days**
 - recent public PR activity: **5 PRs** (0 merged / 1 closed-unmerged / 4 open; merged rate **0%**, closed-unmerged rate **20%**, open rate **80%**)
 - public orgs: none visible
@@ -2524,6 +2522,29 @@ Example artifacts:
 - [PR #67344: fix(google): respect allowPrivateNetwork for image generation](https://github.com/openclaw/openclaw/pull/67344) — open
 - [PR #67341: fix(amazon-bedrock-mantle): add discovery.enabled config gate](https://github.com/openclaw/openclaw/pull/67341) — open
 
+### `suboss87`
+
+- profile: [github.com/suboss87](https://github.com/suboss87)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asuboss87)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asuboss87)
+- repo first seen: `2026-03-13T04:40:38Z`
+- repo last seen: `2026-04-18T07:03:50Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **7 PRs / 0 issues**
+- snapshot discussion activity: **41 comments / 4 reviews / 0 review comments**
+- account age: **4078 days**
+- recent public PR activity: **5 PRs** (2 merged / 1 closed-unmerged / 2 open; merged rate **40%**, closed-unmerged rate **20%**, open rate **40%**)
+- 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 #68446: fix(whatsapp): stop DM allowFrom fallback into group policy sender bypass](https://github.com/openclaw/openclaw/pull/68446) — open
+- [PR #67457: fix(ollama): strip provider prefix from model ID in chat requests](https://github.com/openclaw/openclaw/pull/67457) — closed, merged
+- [PR #66544: fix(gateway): exclude heartbeat sender ID from session display name](https://github.com/openclaw/openclaw/pull/66544) — open
+
 ### `wade-microblueworld`
 
 - profile: [github.com/wade-microblueworld](https://github.com/wade-microblueworld)
@@ -3037,29 +3058,6 @@ Example artifacts:
 - [PR #67476: test(ui): remove console.log fixture snippets from markdown tests](https://github.com/openclaw/openclaw/pull/67476) — open
 - [PR #66776: fix(pre-commit): fall back to corepack-managed pnpm](https://github.com/openclaw/openclaw/pull/66776) — open
 
-### `suboss87`
-
-- profile: [github.com/suboss87](https://github.com/suboss87)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asuboss87)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asuboss87)
-- repo first seen: `2026-03-13T04:40:38Z`
-- repo last seen: `2026-04-17T02:26:10Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **38 comments / 4 reviews / 0 review comments**
-- account age: **4078 days**
-- recent public PR activity: **5 PRs** (2 merged / 1 closed-unmerged / 2 open; merged rate **40%**, closed-unmerged rate **20%**, open rate **40%**)
-- 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 #67457: fix(ollama): strip provider prefix from model ID in chat requests](https://github.com/openclaw/openclaw/pull/67457) — closed, merged
-- [PR #66544: fix(gateway): exclude heartbeat sender ID from session display name](https://github.com/openclaw/openclaw/pull/66544) — open
-- [PR #66265: fix(build): add subagent-registry.runtime to stable dist entries](https://github.com/openclaw/openclaw/pull/66265) — closed
-
 ### `zhanggpcsu`
 
 - profile: [github.com/zhanggpcsu](https://github.com/zhanggpcsu)
@@ -3489,6 +3487,29 @@ Example artifacts:
 - [PR #65922: fix: stop repeated unknown-tool loops](https://github.com/openclaw/openclaw/pull/65922) — closed, merged
 - [PR #65807: fix: extract shared session status runtime](https://github.com/openclaw/openclaw/pull/65807) — closed, merged
 
+### `GaosCode`
+
+- profile: [github.com/GaosCode](https://github.com/GaosCode)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AGaosCode)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AGaosCode)
+- repo first seen: `2026-04-09T08:32:17Z`
+- repo last seen: `2026-04-18T06:56:04Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 16 reviews / 16 review comments**
+- account age: **632 days**
+- recent public PR activity: **7 PRs** (0 merged / 1 closed-unmerged / 6 open; merged rate **0%**, closed-unmerged rate **14%**, open rate **86%**)
+- 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 #68444: fix(feishu): stop auto-forwarding mentions when disabled](https://github.com/openclaw/openclaw/pull/68444) — open
+- [PR #66305: fix(model-catalog): cache empty catalog loads briefly](https://github.com/openclaw/openclaw/pull/66305) — open
+- [PR #65979: fix(cron): normalize missing persisted job state](https://github.com/openclaw/openclaw/pull/65979) — open
+
 ### `holeshotclaw`
 
 - profile: [github.com/holeshotclaw](https://github.com/holeshotclaw)
@@ -3860,10 +3881,10 @@ Example artifacts:
 
 Example artifacts:
 - [PR #68136: fix(logging): add sink-level log redaction gate](https://github.com/openclaw/openclaw/pull/68136) — open
-- [PR #67679: fix: redact credentials in browser.cdpUrl config paths](https://github.com/openclaw/openclaw/pull/67679) — open
+- [PR #67679: fix: redact credentials in browser.cdpUrl config paths](https://github.com/openclaw/openclaw/pull/67679) — closed, merged
 - [PR #67082: [Dashboard] Fix exec approval modal overflow for long command content](https://github.com/openclaw/openclaw/pull/67082) — closed, merged
 - [Issue #67953: [Security]: Log redaction parity across sinks — file logs, console, and diagnostic traces](https://github.com/openclaw/openclaw/issues/67953) — open
-- [Issue #67656: [Security]: Config API redaction does not cover browser.cdpUrl paths](https://github.com/openclaw/openclaw/issues/67656) — open
+- [Issue #67656: [Security]: Config API redaction does not cover browser.cdpUrl paths](https://github.com/openclaw/openclaw/issues/67656) — closed
 - [Issue #53368: Dashboard: Exec approval command content overflows UI when command is too long](https://github.com/openclaw/openclaw/issues/53368) — closed
 
 ### `frankekn`
@@ -4429,29 +4450,6 @@ Example artifacts:
 - [PR #64298: Refactor agent harness into Codex extension](https://github.com/openclaw/openclaw/pull/64298) — closed, merged
 - [Issue #75: Linux/Windows Clawdbot Apps](https://github.com/openclaw/openclaw/issues/75) — open
 
-### `extrasmall0`
-
-- profile: [github.com/extrasmall0](https://github.com/extrasmall0)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aextrasmall0)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aextrasmall0)
-- repo first seen: `2026-03-07T15:35:58Z`
-- repo last seen: `2026-04-12T19:16:33Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **77 days**
-- recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
-- heuristic read: **very new account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #65229: fix(doctor): resolve env-backed SecretRef in gateway auth health check to prevent false-positive warning](https://github.com/openclaw/openclaw/pull/65229) — open
-- [PR #64692: fix(plugins): always forward idempotencyKey in gateway subagent run](https://github.com/openclaw/openclaw/pull/64692) — closed
-- [PR #64469: fix(skills): add missing opening --- to taskflow and taskflow-inbox-triage SKILL.md frontmatter](https://github.com/openclaw/openclaw/pull/64469) — closed, merged
-
 ### `leonardsellem`
 
 - profile: [github.com/leonardsellem](https://github.com/leonardsellem)
@@ -4573,29 +4571,6 @@ Example artifacts:
 - [PR #67923: fix(memory-core): show light-only dreaming state in memory status](https://github.com/openclaw/openclaw/pull/67923) — open
 - [PR #63666: test(imessage): cover reflected assistant-content inbound drop](https://github.com/openclaw/openclaw/pull/63666) — open
 
-### `GaosCode`
-
-- profile: [github.com/GaosCode](https://github.com/GaosCode)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AGaosCode)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AGaosCode)
-- repo first seen: `2026-04-09T08:32:17Z`
-- repo last seen: `2026-04-14T03:33:14Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 16 reviews / 16 review comments**
-- account age: **632 days**
-- recent public PR activity: **7 PRs** (0 merged / 1 closed-unmerged / 6 open; merged rate **0%**, closed-unmerged rate **14%**, open rate **86%**)
-- 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 #66305: fix(model-catalog): cache empty catalog loads briefly](https://github.com/openclaw/openclaw/pull/66305) — open
-- [PR #65979: fix(cron): normalize missing persisted job state](https://github.com/openclaw/openclaw/pull/65979) — open
-- [PR #63636: fix(compaction): guard malformed token estimation](https://github.com/openclaw/openclaw/pull/63636) — open
-
 ### `richardclawbot`
 
 - profile: [github.com/richardclawbot](https://github.com/richardclawbot)
@@ -6529,6 +6504,29 @@ Example artifacts:
 - [PR #63581: imessage: strip NUL bytes from echo-cache text normalization](https://github.com/openclaw/openclaw/pull/63581) — open
 - [PR #53395: feishu: fix schema 2.0 card config in interactive card UX functions](https://github.com/openclaw/openclaw/pull/53395) — open
 
+### `extrasmall0`
+
+- profile: [github.com/extrasmall0](https://github.com/extrasmall0)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aextrasmall0)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aextrasmall0)
+- repo first seen: `2026-03-07T15:35:58Z`
+- repo last seen: `2026-04-12T19:16:33Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
+- account age: **77 days**
+- recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
+- heuristic read: **very new account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #65229: fix(doctor): resolve env-backed SecretRef in gateway auth health check to prevent false-positive warning](https://github.com/openclaw/openclaw/pull/65229) — open
+- [PR #64692: fix(plugins): always forward idempotencyKey in gateway subagent run](https://github.com/openclaw/openclaw/pull/64692) — closed
+- [PR #64469: fix(skills): add missing opening --- to taskflow and taskflow-inbox-triage SKILL.md frontmatter](https://github.com/openclaw/openclaw/pull/64469) — closed, merged
+
 ### `monsonego`
 
 - profile: [github.com/monsonego](https://github.com/monsonego)
@@ -7081,28 +7079,6 @@ Example artifacts:
 - [PR #64967: fix(model-picker,gateway): respect models.mode=replace](https://github.com/openclaw/openclaw/pull/64967) — open
 - [PR #53713: fix(gateway): resolve thinkingLevel from model config after /reset](https://github.com/openclaw/openclaw/pull/53713) — open
 
-### `cyber-ayi`
-
-- profile: [github.com/cyber-ayi](https://github.com/cyber-ayi)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Acyber-ayi)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acyber-ayi)
-- repo first seen: `2026-04-09T04:27:16Z`
-- repo last seen: `2026-04-11T06:42:49Z`
-- 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 / 10 reviews / 10 review comments**
-- account age: **69 days**
-- recent public PR activity: **5 PRs** (2 merged / 1 closed-unmerged / 2 open; merged rate **40%**, closed-unmerged rate **20%**, open rate **40%**)
-- 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**
-
-Example artifacts:
-- [PR #64677: fix(email-triage): schema refactor, P1 check_db_initialized bug, smoke tests (supersedes #63546)](https://github.com/openclaw/openclaw/pull/64677) — open
-- [PR #63546: feat: email-triage skill](https://github.com/openclaw/openclaw/pull/63546) — closed, draft
-
 ### `evanpaul14`
 
 - profile: [github.com/evanpaul14](https://github.com/evanpaul14)
@@ -7454,7 +7430,7 @@ Example artifacts:
 - 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
+- [PR #68327: fix(gateway): reduce startup latency by ~36s](https://github.com/openclaw/openclaw/pull/68327) — open
 - [Issue #68352: UX: misleading plugin warnings when allowlist entries don't match discovered plugin IDs](https://github.com/openclaw/openclaw/issues/68352) — 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
@@ -9192,7 +9168,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arichddr)
 - repo first seen: `2026-04-18T05:59:24Z`
 - repo last seen: `2026-04-18T06:14:14Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
@@ -11606,7 +11582,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Afoxer0952)
 - repo first seen: `2026-04-18T06:19:19Z`
 - repo last seen: `2026-04-18T06:19:19Z`
-- 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**
@@ -13952,6 +13928,27 @@ Example artifacts:
 Example artifacts:
 - [PR #65457: fix(gateway): stop dropping repeated markdown tokens in chat stream merge](https://github.com/openclaw/openclaw/pull/65457) — open
 
+### `monasprox`
+
+- profile: [github.com/monasprox](https://github.com/monasprox)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amonasprox)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amonasprox)
+- repo first seen: `2026-04-18T06:55:05Z`
+- repo last seen: `2026-04-18T06:55:05Z`
+- 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: **152 days**
+- recent public PR activity: **6 PRs** (4 merged / 1 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **17%**, open rate **17%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **young account**
+
+Example artifacts:
+- [PR #68443: feat(feishu): add list action to read chat history by container_id](https://github.com/openclaw/openclaw/pull/68443) — open
+
 ### `mylesdebastion`
 
 - profile: [github.com/mylesdebastion](https://github.com/mylesdebastion)
@@ -14336,12 +14333,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Apandego)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Apandego)
 - repo first seen: `2026-02-20T21:19:18Z`
-- repo last seen: `2026-04-17T07:05:53Z`
+- repo last seen: `2026-04-18T07:06:02Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **65 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **66 comments / 0 reviews / 0 review comments**
 - account age: **4334 days**
 - recent public PR activity: **9 PRs** (2 merged / 0 closed-unmerged / 7 open; merged rate **22%**, closed-unmerged rate **0%**, open rate **78%**)
 - public orgs: none visible
@@ -14792,27 +14789,6 @@ Example artifacts:
 Example artifacts:
 - [PR #65957: fix(heartbeat): preserve direct webchat relay context when target is none](https://github.com/openclaw/openclaw/pull/65957) — open
 
-### `Robinzhh`
-
-- profile: [github.com/Robinzhh](https://github.com/Robinzhh)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ARobinzhh)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ARobinzhh)
-- repo first seen: `2026-04-11T06:51:39Z`
-- repo last seen: `2026-04-11T06:57:47Z`
-- 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: **67 days**
-- recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #64683: fix: move chat.history startup guard removal before logGatewayStartup](https://github.com/openclaw/openclaw/pull/64683) — closed
-
 ### `rockchris099`
 
 - profile: [github.com/rockchris099](https://github.com/rockchris099)
@@ -16387,7 +16363,7 @@ Example artifacts:
 - heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #68350: fix: harden channel reply routing](https://github.com/openclaw/openclaw/pull/68350) — open, draft
+- [PR #68350: fix: harden channel reply routing](https://github.com/openclaw/openclaw/pull/68350) — open
 
 ### `yxjsxy`
 
@@ -16472,24 +16448,3 @@ Example artifacts:
 
 Example artifacts:
 - [PR #66289: fix(tui): resolve streaming status stuck indefinitely after run completes](https://github.com/openclaw/openclaw/pull/66289) — open
-
-### `zviehrman13`
-
-- profile: [github.com/zviehrman13](https://github.com/zviehrman13)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Azviehrman13)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Azviehrman13)
-- repo first seen: `2026-04-11T06:58:45Z`
-- repo last seen: `2026-04-11T06:58:45Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3381 days**
-- recent public PR activity: **6 PRs** (0 merged / 3 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #64684: Run doctor automatically on restart and update failure paths](https://github.com/openclaw/openclaw/pull/64684) — open

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+{
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+  "archived_manifest_path": "snapshots/20260418T072035Z/manifest.json",
+  "latest_snapshot_id": "20260418T072035Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-18T06:20:35Z",
+  "next_since": "2026-04-18T07:20:35Z",
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 }

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 }