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Refresh openclaw dataset snapshot 20260419T102034Z

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  Notes:
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20728
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20729
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20730
  "name": null,
 
23447
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23450
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23451
  "author_login": "rhinoroo",
23452
  "name": null,
 
23648
  },
23649
  "fetch_error": null
23650
  },
23651
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23652
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23653
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23654
+ "profile_url": "https://github.com/weichengdeng",
23655
+ "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aweichengdeng",
23656
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23657
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23658
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23659
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23666
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23667
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23669
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23670
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23671
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23672
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23673
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23674
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23675
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23676
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23677
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23678
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23679
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23680
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23681
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23682
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23685
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23686
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23687
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23688
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23689
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23690
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23691
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23692
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23693
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23694
+ "kind": "pull_request",
23695
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23696
+ "title": "Fix/send poll intent detection clean",
23697
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23698
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23699
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23700
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23701
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23702
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23703
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23704
+ "kind": "pull_request",
23705
+ "number": 65295,
23706
+ "title": "fix: avoid misclassifying send poll metadata as poll intent\uff08Weixin plugin\uff09",
23707
+ "url": "https://github.com/openclaw/openclaw/pull/65295",
23708
+ "state": "open",
23709
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23710
+ "draft": false,
23711
+ "created_at": "2026-04-12T10:16:34Z"
23712
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23713
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23714
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23718
  {
23719
  "author_login": "wittam-01",
23720
  "name": null,
 
26202
  },
26203
  "fetch_error": null
26204
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
26205
  {
26206
  "author_login": "d1rshan",
26207
  "name": "Darshan Paccha",
 
26682
  },
26683
  "fetch_error": null
26684
  },
26685
+ {
26686
+ "author_login": "esqandil",
26687
+ "name": null,
26688
+ "profile_url": "https://github.com/esqandil",
26689
+ "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aesqandil",
26690
+ "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aesqandil",
26691
+ "repo_first_seen_at": "2026-04-13T13:40:20Z",
26692
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26693
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26694
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26700
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26701
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26702
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26703
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26704
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26705
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26706
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26707
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26708
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26709
+ "follow_through_score": "weak",
26710
+ "breadth_score": "low",
26711
+ "automation_risk_signal": "medium",
26712
+ "heuristic_note": "young account; high open PR share; no visible non-self stars; targets high-star repos",
26713
+ "public_orgs": [],
26714
+ "activity": {
26715
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26716
+ "merged_pr_count": 0,
26717
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26718
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26719
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26720
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26721
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26722
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26723
+ "distinct_repos_with_open_prs": 1
26724
+ },
26725
+ "examples": {
26726
+ "pull_requests": [
26727
+ {
26728
+ "kind": "pull_request",
26729
+ "number": 68909,
26730
+ "title": "fix(daemon): probe system bus and cgroup-aware dedup for gateway status",
26731
+ "url": "https://github.com/openclaw/openclaw/pull/68909",
26732
+ "state": "open",
26733
+ "merged": false,
26734
+ "draft": false,
26735
+ "created_at": "2026-04-19T10:03:03Z"
26736
+ }
26737
+ ],
26738
+ "issues": [
26739
+ {
26740
+ "kind": "issue",
26741
+ "number": 65963,
26742
+ "title": "Dreaming: session sprawl, missing model override, no auto-cleanup",
26743
+ "url": "https://github.com/openclaw/openclaw/issues/65963",
26744
+ "state": "open",
26745
+ "merged": null,
26746
+ "draft": null,
26747
+ "created_at": "2026-04-13T13:40:20Z"
26748
+ }
26749
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26750
+ },
26751
+ "fetch_error": null
26752
+ },
26753
  {
26754
  "author_login": "fmercurio",
26755
  "name": "Felippe Mercurio",
 
34853
  "snapshot_review_count": 0,
34854
  "snapshot_review_comment_count": 0,
34855
  "repo_association": "NONE",
34856
+ "new_to_repo": false,
34857
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34858
  "known_via_prior_merged_pr": false,
34859
+ "report_reason": null,
34860
+ "enrichment_source": "previous_report",
34861
+ "live_refetch_skipped": true,
34862
  "account_age_days": 962,
34863
  "young_account": false,
34864
  "follow_through_score": "weak",
 
39642
  },
39643
  "fetch_error": null
39644
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
39645
  {
39646
  "author_login": "lilesjtu",
39647
  "name": "Edionwheels",
 
47731
  "snapshot_review_count": 0,
47732
  "snapshot_review_comment_count": 0,
47733
  "repo_association": "NONE",
47734
+ "new_to_repo": false,
47735
+ "first_seen_in_snapshot": false,
47736
  "known_via_prior_merged_pr": false,
47737
+ "report_reason": null,
47738
+ "enrichment_source": "previous_report",
47739
+ "live_refetch_skipped": true,
47740
  "account_age_days": 569,
47741
  "young_account": false,
47742
  "follow_through_score": "weak",
new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: openclaw/openclaw
2
 
3
- - Snapshot: `20260419T092034Z`
4
- - Generated: `2026-04-19T09:23:10Z`
5
  - Activity window: `7d`
6
- - Contributors: `701`
7
 
8
  ## Summary
9
 
@@ -20,10 +20,10 @@
20
  | `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 |
21
  | `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 31 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
22
  | `eleqtrizit` | [profile](https://github.com/eleqtrizit) | no | CONTRIBUTOR | 3150d | `2026-04-07T18:17:36Z` | 23 | 0 | strong | low | low | targets high-star repos |
 
23
  | `oraculoos` | [profile](https://github.com/oraculoos) | no | NONE | ?d | `2026-04-14T13:16:27Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
24
  | `coygeek` | [profile](https://github.com/coygeek) | no | CONTRIBUTOR | 2164d | `2026-01-31T03:06:37Z` | 19 | 20 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
25
  | `jalehman` | [profile](https://github.com/jalehman) | no | CONTRIBUTOR | 5579d | `2026-01-05T21:51:45Z` | 19 | 0 | mixed | low | low | high recent PR volume; targets high-star repos |
26
- | `mbelinky` | [profile](https://github.com/mbelinky) | no | CONTRIBUTOR | 1077d | `2026-02-08T09:07:45Z` | 19 | 0 | strong | low | low | targets high-star repos |
27
  | `obviyus` | [profile](https://github.com/obviyus) | no | CONTRIBUTOR | 3510d | `2026-01-04T13:17:28Z` | 19 | 0 | strong | low | low | targets high-star repos |
28
  | `omarshahine` | [profile](https://github.com/omarshahine) | no | CONTRIBUTOR | 4126d | `2026-02-20T03:30:56Z` | 18 | 10 | mixed | moderate | low | high recent PR volume; targets high-star repos |
29
  | `mcaxtr` | [profile](https://github.com/mcaxtr) | no | MEMBER | 4358d | `2026-02-04T01:45:00Z` | 18 | 5 | mixed | low | low | high open PR share; targets high-star repos |
@@ -34,6 +34,7 @@
34
  | `gumadeiras` | [profile](https://github.com/gumadeiras) | no | MEMBER | 4579d | `2026-01-14T20:41:14Z` | 15 | 1 | strong | low | low | targets high-star repos |
35
  | `neo1027144-creator` | [profile](https://github.com/neo1027144-creator) | no | CONTRIBUTOR | 37d | `2026-04-09T20:15:50Z` | 15 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
36
  | `TOMUIV` | [profile](https://github.com/TOMUIV) | no | NONE | 215d | `2026-04-10T17:11:48Z` | 15 | 1 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
 
37
  | `ngutman` | [profile](https://github.com/ngutman) | no | MEMBER | 5146d | `2026-01-06T16:12:16Z` | 14 | 0 | strong | moderate | low | targets high-star repos |
38
  | `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 |
39
  | `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 |
@@ -78,9 +79,11 @@
78
  | `OwenYWT` | [profile](https://github.com/OwenYWT) | no | CONTRIBUTOR | 1471d | `2026-04-10T09:45:23Z` | 8 | 0 | weak | low | low | high open PR share; targets high-star repos |
79
  | `suboss87` | [profile](https://github.com/suboss87) | no | CONTRIBUTOR | 4078d | `2026-03-13T04:40:38Z` | 8 | 0 | mixed | low | low | high open PR share; targets high-star repos |
80
  | `mjamiv` | [profile](https://github.com/mjamiv) | no | CONTRIBUTOR | 977d | `2026-04-08T18:58:33Z` | 7 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 
81
  | `asakir44` | [profile](https://github.com/asakir44) | no | NONE | 440d | `2026-04-13T14:53:54Z` | 7 | 1 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
82
  | `masatohoshino` | [profile](https://github.com/masatohoshino) | no | CONTRIBUTOR | 138d | `2026-02-25T18:12:54Z` | 7 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
83
  | `nxmxbbd` | [profile](https://github.com/nxmxbbd) | no | CONTRIBUTOR | 6373d | `2026-03-05T20:12:25Z` | 7 | 1 | n/a | low | low | no visible non-self stars |
 
84
  | `coder999999999` | [profile](https://github.com/coder999999999) | no | NONE | 1804d | `2026-04-12T06:08:33Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
85
  | `ImLukeF` | [profile](https://github.com/ImLukeF) | no | MEMBER | 1650d | `2026-03-10T16:03:05Z` | 7 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
86
  | `Kailigithub` | [profile](https://github.com/Kailigithub) | no | NONE | 4001d | `2026-04-19T01:02:35Z` | 7 | 0 | weak | low | low | high open PR share |
@@ -102,16 +105,13 @@
102
  | `plgonzalezrx8` | [profile](https://github.com/plgonzalezrx8) | no | CONTRIBUTOR | 3595d | `2026-01-31T01:53:17Z` | 6 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
103
  | `skylee-01` | [profile](https://github.com/skylee-01) | no | NONE | 2648d | `2026-04-14T12:14:20Z` | 6 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
104
  | `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 |
105
- | `wirjo` | [profile](https://github.com/wirjo) | no | CONTRIBUTOR | 5970d | `2026-04-06T11:49:31Z` | 6 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
106
  | `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 |
107
- | `frankekn` | [profile](https://github.com/frankekn) | no | MEMBER | 4714d | `2026-01-29T00:35:02Z` | 5 | 2 | strong | low | low | targets high-star repos |
108
  | `kesslerio` | [profile](https://github.com/kesslerio) | no | NONE | 4923d | `2026-01-29T00:28:18Z` | 5 | 2 | weak | low | low | high open PR share |
109
  | `lyfuci` | [profile](https://github.com/lyfuci) | no | NONE | 3970d | `2026-03-04T12:15:50Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
110
  | `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 |
111
  | `sliverp` | [profile](https://github.com/sliverp) | no | MEMBER | 2933d | `2026-02-06T14:44:05Z` | 5 | 1 | mixed | low | low | targets high-star repos |
112
  | `altaywtf` | [profile](https://github.com/altaywtf) | no | MEMBER | 4168d | `2026-03-01T16:30:13Z` | 5 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
113
  | `defonota3box` | [profile](https://github.com/defonota3box) | no | NONE | 121d | `2026-04-13T22:54:16Z` | 5 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
114
- | `Eruditi` | [profile](https://github.com/Eruditi) | no | NONE | 1072d | `2026-04-16T15:08:41Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
115
  | `GaosCode` | [profile](https://github.com/GaosCode) | no | CONTRIBUTOR | 632d | `2026-04-09T08:32:17Z` | 5 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
116
  | `joshavant` | [profile](https://github.com/joshavant) | no | CONTRIBUTOR | 5430d | `2026-02-19T23:12:53Z` | 5 | 0 | strong | low | low | targets high-star repos |
117
  | `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 |
@@ -145,12 +145,12 @@
145
  | `jinon86` | [profile](https://github.com/jinon86) | no | NONE | 137d | `2026-04-17T15:05:24Z` | 3 | 4 | weak | low | medium | young account; high open PR share; no visible non-self stars |
146
  | `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 |
147
  | `LightDriverCS` | [profile](https://github.com/LightDriverCS) | no | NONE | 89d | `2026-04-13T22:53:03Z` | 3 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 
148
  | `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 |
149
  | `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 |
150
  | `alekseivarin-gif` | [profile](https://github.com/alekseivarin-gif) | no | NONE | 0d | `2026-04-18T13:06:54Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
151
  | `alexlomt` | [profile](https://github.com/alexlomt) | no | NONE | 582d | `2026-04-14T18:25:56Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
152
  | `Ante042` | [profile](https://github.com/Ante042) | no | NONE | 2859d | `2026-04-18T13:02:47Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
153
- | `damselem` | [profile](https://github.com/damselem) | no | CONTRIBUTOR | 6104d | `2026-04-12T09:37:25Z` | 3 | 0 | n/a | low | low | no visible non-self stars |
154
  | `evgyur` | [profile](https://github.com/evgyur) | no | NONE | 1222d | `2026-04-17T22:56:05Z` | 3 | 0 | mixed | low | low | high open PR share; targets high-star repos |
155
  | `GameWorldsDEV` | [profile](https://github.com/GameWorldsDEV) | no | NONE | 609d | `2026-03-22T22:51:07Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
156
  | `jarimustonen` | [profile](https://github.com/jarimustonen) | no | CONTRIBUTOR | 5232d | `2026-03-18T15:12:36Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -160,16 +160,17 @@
160
  | `mylukin` | [profile](https://github.com/mylukin) | no | CONTRIBUTOR | 5340d | `2026-01-26T00:39:54Z` | 3 | 0 | mixed | low | low | — |
161
  | `nnish16` | [profile](https://github.com/nnish16) | no | NONE | 2135d | `2026-04-13T18:14:26Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
162
  | `RLTree` | [profile](https://github.com/RLTree) | no | NONE | 1732d | `2026-04-14T20:31:37Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 
163
  | `SimbaKingjoe` | [profile](https://github.com/SimbaKingjoe) | no | NONE | 1147d | `2026-04-13T10:48:04Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
164
  | `soloclz` | [profile](https://github.com/soloclz) | no | NONE | 728d | `2026-04-15T15:18:28Z` | 3 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
165
  | `sqsge` | [profile](https://github.com/sqsge) | no | NONE | 1979d | `2026-04-13T14:48:07Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
166
  | `xudaiyanzi` | [profile](https://github.com/xudaiyanzi) | no | NONE | 2751d | `2026-04-14T20:23:42Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
167
  | `slepybear` | [profile](https://github.com/slepybear) | no | CONTRIBUTOR | 1386d | `2026-04-09T16:25:21Z` | 19 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
168
  | `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2026-01-16T21:59:54Z` | 9 | 0 | n/a | n/a | n/a | summary unavailable |
 
169
  | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
170
  | `mraleko` | [profile](https://github.com/mraleko) | no | CONTRIBUTOR | 938d | `2026-04-08T03:48:45Z` | 5 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
171
  | `richardclawbot` | [profile](https://github.com/richardclawbot) | no | NONE | 31d | `2026-04-10T17:07:12Z` | 5 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
172
- | `Kyzcreig` | [profile](https://github.com/Kyzcreig) | no | NONE | 4208d | `2026-03-26T04:03:04Z` | 4 | 5 | mixed | low | low | high open PR share; targets high-star repos |
173
  | `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 |
174
  | `bek91` | [profile](https://github.com/bek91) | no | NONE | 2144d | `2026-04-10T20:34:48Z` | 4 | 1 | weak | low | low | high open PR share; targets high-star repos |
175
  | `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 |
@@ -180,6 +181,7 @@
180
  | `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 |
181
  | `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 |
182
  | `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 |
 
183
  | `nfredmond` | [profile](https://github.com/nfredmond) | no | NONE | 3541d | `2026-04-11T23:36:37Z` | 3 | 0 | weak | moderate | low | high open PR share |
184
  | `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 |
185
  | `717986230` | [profile](https://github.com/717986230) | no | NONE | 1852d | `2026-04-13T02:48:11Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
@@ -245,7 +247,6 @@
245
  | `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 |
246
  | `questionares` | [profile](https://github.com/questionares) | no | NONE | 390d | `2026-04-14T10:33:49Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
247
  | `rogery-coder` | [profile](https://github.com/rogery-coder) | no | NONE | 6d | `2026-04-13T09:10:32Z` | 2 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
248
- | `Sanjays2402` | [profile](https://github.com/Sanjays2402) | no | NONE | 2519d | `2026-04-19T08:04:49Z` | 2 | 0 | weak | moderate | low | high open PR share |
249
  | `seoseo-ai` | [profile](https://github.com/seoseo-ai) | no | NONE | 61d | `2026-04-18T12:56:25Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
250
  | `serkonyc` | [profile](https://github.com/serkonyc) | no | CONTRIBUTOR | 4509d | `2026-04-12T11:37:04Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
251
  | `shahyashish` | [profile](https://github.com/shahyashish) | no | NONE | 1601d | `2026-04-15T18:06:48Z` | 2 | 0 | weak | high | low | broad repo spread; high open PR share; no visible non-self stars |
@@ -255,7 +256,6 @@
255
  | `thesomewhatyou` | [profile](https://github.com/thesomewhatyou) | no | CONTRIBUTOR | 768d | `2026-02-08T01:46:55Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
256
  | `tmimmanuel` | [profile](https://github.com/tmimmanuel) | no | CONTRIBUTOR | 3882d | `2026-04-14T01:17:36Z` | 2 | 0 | mixed | moderate | low | targets high-star repos |
257
  | `vvitovec` | [profile](https://github.com/vvitovec) | no | NONE | 224d | `2026-04-17T12:08:21Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
258
- | `weichengdeng` | [profile](https://github.com/weichengdeng) | no | NONE | 905d | `2026-04-12T10:16:34Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
259
  | `yangxiyucs` | [profile](https://github.com/yangxiyucs) | no | NONE | 3510d | `2026-04-13T14:23:50Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
260
  | `ymaxgit` | [profile](https://github.com/ymaxgit) | no | NONE | 3289d | `2026-04-17T07:53:18Z` | 2 | 0 | mixed | low | low | high open PR share; no visible non-self stars |
261
  | `zhangyue19921010` | [profile](https://github.com/zhangyue19921010) | no | NONE | 2066d | `2026-04-17T03:44:42Z` | 2 | 0 | weak | low | low | high open PR share |
@@ -265,9 +265,9 @@
265
  | `mmaps` | [profile](https://github.com/mmaps) | no | CONTRIBUTOR | 4827d | `2026-04-09T18:38:21Z` | 6 | 0 | strong | low | low | targets high-star repos |
266
  | `shad0wca7` | [profile](https://github.com/shad0wca7) | no | CONTRIBUTOR | 4159d | `2026-02-21T17:28:52Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
267
  | `smartchainark` | [profile](https://github.com/smartchainark) | no | NONE | 326d | `2026-02-12T19:25:12Z` | 6 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
268
- | `chen-zhang-cs-code` | [profile](https://github.com/chen-zhang-cs-code) | no | CONTRIBUTOR | 118d | `2026-03-18T08:15:21Z` | 5 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
269
  | `saitama3292-onepunch` | [profile](https://github.com/saitama3292-onepunch) | no | NONE | 18d | `2026-04-07T12:18:26Z` | 5 | 0 | weak | low | low | very new account |
270
  | `scoootscooob` | [profile](https://github.com/scoootscooob) | no | CONTRIBUTOR | 732d | `2026-02-26T07:20:09Z` | 5 | 0 | strong | low | low | targets high-star repos |
 
271
  | `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 |
272
  | `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 |
273
  | `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 |
@@ -304,10 +304,10 @@
304
  | `Lellansin` | [profile](https://github.com/Lellansin) | no | CONTRIBUTOR | 5006d | `2026-04-08T06:44:34Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
305
  | `luoyanglang` | [profile](https://github.com/luoyanglang) | no | CONTRIBUTOR | 180d | `2026-04-07T19:32:24Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
306
  | `Lutz2015` | [profile](https://github.com/Lutz2015) | no | NONE | 3824d | `2026-04-10T05:26:49Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
307
- | `mitmul` | [profile](https://github.com/mitmul) | no | NONE | 5513d | `2026-04-08T03:40:41Z` | 2 | 0 | strong | low | low | — |
308
  | `rhinoroo` | [profile](https://github.com/rhinoroo) | no | NONE | 4034d | `2026-04-12T04:14:07Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
309
  | `snowshadow` | [profile](https://github.com/snowshadow) | no | NONE | 4105d | `2026-02-26T05:43:47Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
310
  | `wangshu94` | [profile](https://github.com/wangshu94) | no | NONE | 2454d | `2026-03-24T16:29:43Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
311
  | `wittam-01` | [profile](https://github.com/wittam-01) | no | CONTRIBUTOR | 20d | `2026-04-09T14:43:04Z` | 2 | 0 | mixed | low | medium | very new account; no visible non-self stars |
312
  | `JIRBOY` | [profile](https://github.com/JIRBOY) | no | NONE | 2565d | `2026-04-11T06:03:38Z` | 1 | 13 | weak | low | low | high open PR share; targets high-star repos |
313
  | `ttomiczek` | [profile](https://github.com/ttomiczek) | no | NONE | 41d | `2026-04-10T05:23:08Z` | 1 | 13 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -340,7 +340,6 @@
340
  | `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 |
341
  | `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 |
342
  | `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 |
343
- | `chat2way` | [profile](https://github.com/chat2way) | no | NONE | 57d | `2026-04-19T08:15:34Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
344
  | `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 |
345
  | `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 |
346
  | `Dithilli` | [profile](https://github.com/Dithilli) | no | CONTRIBUTOR | 2832d | `2026-02-19T14:54:20Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
@@ -348,6 +347,7 @@
348
  | `dyz2102` | [profile](https://github.com/dyz2102) | no | NONE | 3517d | `2026-04-18T23:47:21Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
349
  | `earon-han` | [profile](https://github.com/earon-han) | no | NONE | 117d | `2026-04-16T09:54:34Z` | 1 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
350
  | `epanonymous` | [profile](https://github.com/epanonymous) | no | NONE | 1621d | `2026-01-31T02:07:36Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 
351
  | `fmercurio` | [profile](https://github.com/fmercurio) | no | CONTRIBUTOR | 3818d | `2026-02-20T17:19:44Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
352
  | `fredguile` | [profile](https://github.com/fredguile) | no | NONE | 5894d | `2026-04-12T15:58:55Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs |
353
  | `ghoc0099` | [profile](https://github.com/ghoc0099) | no | NONE | 35d | `2026-04-12T18:49:23Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
@@ -481,7 +481,7 @@
481
  | `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 |
482
  | `fangguisheng520` | [profile](https://github.com/fangguisheng520) | no | NONE | 188d | `2026-04-18T01:00:50Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
483
  | `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 |
484
- | `FantoX` | [profile](https://github.com/FantoX) | yes | NONE | 962d | `2026-04-19T08:46:47Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
485
  | `fengjing1009` | [profile](https://github.com/fengjing1009) | no | NONE | 3827d | `2026-04-13T11:22:35Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
486
  | `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 |
487
  | `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 |
@@ -565,7 +565,6 @@
565
  | `laopuhuluwa` | [profile](https://github.com/laopuhuluwa) | no | CONTRIBUTOR | 66d | `2026-02-20T11:19:44Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
566
  | `leonidas1712` | [profile](https://github.com/leonidas1712) | no | NONE | 3582d | `2026-04-18T07:30:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
567
  | `liemrich` | [profile](https://github.com/liemrich) | no | NONE | 2215d | `2026-04-16T01:38:06Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
568
- | `lightning-openclaw` | [profile](https://github.com/lightning-openclaw) | no | NONE | 49d | `2026-04-12T09:57:06Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
569
  | `lilesjtu` | [profile](https://github.com/lilesjtu) | no | NONE | 35d | `2026-04-14T05:38:14Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
570
  | `linuxhgw` | [profile](https://github.com/linuxhgw) | no | NONE | 3473d | `2026-04-17T18:30:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
571
  | `Little-viva1` | [profile](https://github.com/Little-viva1) | no | NONE | 639d | `2026-04-18T16:06:34Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -707,7 +706,7 @@
707
  | `YoungMoneyInvestments` | [profile](https://github.com/YoungMoneyInvestments) | no | NONE | 932d | `2026-02-23T16:58:16Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
708
  | `yxjsxy` | [profile](https://github.com/yxjsxy) | no | CONTRIBUTOR | 3041d | `2026-04-18T00:21:13Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
709
  | `ZackaryShen` | [profile](https://github.com/ZackaryShen) | no | NONE | 2598d | `2026-04-18T13:48:28Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share |
710
- | `zaimaopeng` | [profile](https://github.com/zaimaopeng) | yes | NONE | 569d | `2026-04-18T13:00:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
711
  | `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 |
712
  | `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 |
713
 
@@ -978,6 +977,29 @@ Example artifacts:
978
  - [PR #66707: Harden Feishu webhook replay guards](https://github.com/openclaw/openclaw/pull/66707) — closed, merged
979
  - [PR #66665: Harden MCP loopback request validation](https://github.com/openclaw/openclaw/pull/66665) — closed, merged
980
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
981
  ### `oraculoos`
982
 
983
  - profile: [github.com/oraculoos](https://github.com/oraculoos)
@@ -1051,41 +1073,18 @@ Example artifacts:
1051
  - [PR #67827: docs: unify duplicated 2026.4.15-beta.1 changelog block](https://github.com/openclaw/openclaw/pull/67827) — closed, merged
1052
  - [PR #67824: Update contributor details for Josh Lehman](https://github.com/openclaw/openclaw/pull/67824) — closed, merged
1053
 
1054
- ### `mbelinky`
1055
-
1056
- - profile: [github.com/mbelinky](https://github.com/mbelinky)
1057
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ambelinky)
1058
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ambelinky)
1059
- - repo first seen: `2026-02-08T09:07:45Z`
1060
- - repo last seen: `2026-04-19T08:57:04Z`
1061
- - first seen in snapshot: **no**
1062
- - repo association: **CONTRIBUTOR**
1063
- - repo primary artifacts: **19**
1064
- - snapshot authored PRs/issues: **19 PRs / 0 issues**
1065
- - snapshot discussion activity: **195 comments / 0 reviews / 0 review comments**
1066
- - account age: **1077 days**
1067
- - recent public PR activity: **18 PRs** (17 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
1068
- - public orgs: none visible
1069
- - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
1070
- - heuristic read: **targets high-star repos**
1071
-
1072
- Example artifacts:
1073
- - [PR #68886: tasks: extract detached task lifecycle runtime](https://github.com/openclaw/openclaw/pull/68886) — closed, merged
1074
- - [PR #66141: fix(memory): unify default root memory handling](https://github.com/openclaw/openclaw/pull/66141) — closed, merged
1075
- - [PR #66140: [codex] fix(ui): guard dreaming wiki plugin calls](https://github.com/openclaw/openclaw/pull/66140) — closed, merged
1076
-
1077
  ### `obviyus`
1078
 
1079
  - profile: [github.com/obviyus](https://github.com/obviyus)
1080
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aobviyus)
1081
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aobviyus)
1082
  - repo first seen: `2026-01-04T13:17:28Z`
1083
- - repo last seen: `2026-04-19T06:39:40Z`
1084
  - first seen in snapshot: **no**
1085
  - repo association: **CONTRIBUTOR**
1086
  - repo primary artifacts: **19**
1087
  - snapshot authored PRs/issues: **19 PRs / 0 issues**
1088
- - snapshot discussion activity: **534 comments / 50 reviews / 4 review comments**
1089
  - account age: **3510 days**
1090
  - recent public PR activity: **16 PRs** (15 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
1091
  - public orgs: `UplauseApp`
@@ -1314,6 +1313,29 @@ Example artifacts:
1314
  - [PR #66320: fix(cron): enforce creatorScopes as privilege ceiling + lower cron.add scope](https://github.com/openclaw/openclaw/pull/66320) — closed
1315
  - [Issue #64421: Misleading error: pairing required when cron.add fails due to insufficient scopes](https://github.com/openclaw/openclaw/issues/64421) — open
1316
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1317
  ### `ngutman`
1318
 
1319
  - profile: [github.com/ngutman](https://github.com/ngutman)
@@ -1620,12 +1642,12 @@ Example artifacts:
1620
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ASARAMALI15792)
1621
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ASARAMALI15792)
1622
  - repo first seen: `2026-04-11T06:57:22Z`
1623
- - repo last seen: `2026-04-19T06:36:47Z`
1624
  - first seen in snapshot: **no**
1625
  - repo association: **CONTRIBUTOR**
1626
  - repo primary artifacts: **11**
1627
  - snapshot authored PRs/issues: **11 PRs / 0 issues**
1628
- - snapshot discussion activity: **7 comments / 3 reviews / 3 review comments**
1629
  - account age: **992 days**
1630
  - recent public PR activity: **12 PRs** (4 merged / 1 closed-unmerged / 7 open; merged rate **33%**, closed-unmerged rate **8%**, open rate **58%**)
1631
  - public orgs: none visible
@@ -2121,12 +2143,12 @@ Example artifacts:
2121
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Avisionik)
2122
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Avisionik)
2123
  - repo first seen: `2026-01-02T09:08:10Z`
2124
- - repo last seen: `2026-04-19T04:43:09Z`
2125
  - first seen in snapshot: **no**
2126
  - repo association: **CONTRIBUTOR**
2127
  - repo primary artifacts: **9**
2128
  - snapshot authored PRs/issues: **8 PRs / 1 issues**
2129
- - snapshot discussion activity: **23 comments / 2 reviews / 0 review comments**
2130
  - account age: **6279 days**
2131
  - recent public PR activity: **12 PRs** (4 merged / 5 closed-unmerged / 3 open; merged rate **33%**, closed-unmerged rate **42%**, open rate **25%**)
2132
  - public orgs: `rayo`, `FAForever`
@@ -2134,7 +2156,7 @@ Example artifacts:
2134
  - heuristic read: **many recent closed-unmerged PRs**
2135
 
2136
  Example artifacts:
2137
- - [PR #68715: fix(browser): discover CDP websocket from bare ws:// URL before attach](https://github.com/openclaw/openclaw/pull/68715) — open
2138
  - [PR #68431: ci(security): harden workflow steps against template-injection](https://github.com/openclaw/openclaw/pull/68431) — closed, merged
2139
  - [PR #68368: fix(gateway): allow microphone access for same-origin in Permissions-Policy header](https://github.com/openclaw/openclaw/pull/68368) — closed, merged
2140
  - [Issue #68428: [Security] zizmor template-injection findings across CI workflows](https://github.com/openclaw/openclaw/issues/68428) — open
@@ -2349,6 +2371,31 @@ Example artifacts:
2349
  - [Issue #65526: [Feature]: auto-propagate proxy env vars to MCP stdio server child processes](https://github.com/openclaw/openclaw/issues/65526) — open
2350
  - [Issue #65525: [Bug]: MCP stdio servers don't inherit NODE_OPTIONS — breaks proxy-only sandbox environments](https://github.com/openclaw/openclaw/issues/65525) — open
2351
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2352
  ### `asakir44`
2353
 
2354
  - profile: [github.com/asakir44](https://github.com/asakir44)
@@ -2421,6 +2468,30 @@ Example artifacts:
2421
  - [PR #65758: fix(whatsapp): add reconnect safety timer to connection controller](https://github.com/openclaw/openclaw/pull/65758) — open
2422
  - [Issue #36659: feat: configurable retry policy for WhatsApp outbound message sends](https://github.com/openclaw/openclaw/issues/36659) — open
2423
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2424
  ### `coder999999999`
2425
 
2426
  - profile: [github.com/coder999999999](https://github.com/coder999999999)
@@ -2908,29 +2979,6 @@ Example artifacts:
2908
  - [PR #66066: fix(nextcloud-talk): align replay test callback contract](https://github.com/openclaw/openclaw/pull/66066) — open
2909
  - [PR #66064: fix(feishu): add wait-timeout support to lifecycle helper](https://github.com/openclaw/openclaw/pull/66064) — open
2910
 
2911
- ### `wirjo`
2912
-
2913
- - profile: [github.com/wirjo](https://github.com/wirjo)
2914
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Awirjo)
2915
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Awirjo)
2916
- - repo first seen: `2026-04-06T11:49:31Z`
2917
- - repo last seen: `2026-04-19T02:00:14Z`
2918
- - first seen in snapshot: **no**
2919
- - repo association: **CONTRIBUTOR**
2920
- - repo primary artifacts: **6**
2921
- - snapshot authored PRs/issues: **6 PRs / 0 issues**
2922
- - snapshot discussion activity: **26 comments / 1 reviews / 0 review comments**
2923
- - account age: **5970 days**
2924
- - recent public PR activity: **5 PRs** (0 merged / 2 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **40%**, open rate **60%**)
2925
- - public orgs: none visible
2926
- - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
2927
- - heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
2928
-
2929
- Example artifacts:
2930
- - [PR #68730: feat(amazon-bedrock-mantle): add Claude Opus 4.7 via per-model Anthropic Messages API override](https://github.com/openclaw/openclaw/pull/68730) — open
2931
- - [PR #68725: feat(amazon-bedrock-mantle): add known context windows for open-weight Mantle models](https://github.com/openclaw/openclaw/pull/68725) — open
2932
- - [PR #65952: fix(amazon-bedrock): add known model context windows to discovery](https://github.com/openclaw/openclaw/pull/65952) — open
2933
-
2934
  ### `ZehanXu-Doncic`
2935
 
2936
  - profile: [github.com/ZehanXu-Doncic](https://github.com/ZehanXu-Doncic)
@@ -2954,31 +3002,6 @@ Example artifacts:
2954
  - [PR #67018: refactor(ios): extract TTS format strings to constants](https://github.com/openclaw/openclaw/pull/67018) — open
2955
  - [PR #67015: feat(ios): make GatewayConnectionIssue requestId extraction case-inse…](https://github.com/openclaw/openclaw/pull/67015) — open
2956
 
2957
- ### `frankekn`
2958
-
2959
- - profile: [github.com/frankekn](https://github.com/frankekn)
2960
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Afrankekn)
2961
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Afrankekn)
2962
- - repo first seen: `2026-01-29T00:35:02Z`
2963
- - repo last seen: `2026-04-18T11:33:18Z`
2964
- - first seen in snapshot: **no**
2965
- - repo association: **MEMBER**
2966
- - repo primary artifacts: **7**
2967
- - snapshot authored PRs/issues: **5 PRs / 2 issues**
2968
- - snapshot discussion activity: **229 comments / 2 reviews / 2 review comments**
2969
- - account age: **4714 days**
2970
- - recent public PR activity: **5 PRs** (5 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
2971
- - public orgs: `openclaw`, `openabdev`
2972
- - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
2973
- - heuristic read: **targets high-star repos**
2974
-
2975
- Example artifacts:
2976
- - [PR #68516: fix(cli): normalize reply-media paths for agent --deliver](https://github.com/openclaw/openclaw/pull/68516) — closed, merged
2977
- - [PR #65966: fix(whatsapp): harden Baileys media upload hotfix](https://github.com/openclaw/openclaw/pull/65966) — closed, merged
2978
- - [PR #65896: fix(whatsapp): await write stream finish before returning encFilePath](https://github.com/openclaw/openclaw/pull/65896) — closed, merged
2979
- - [Issue #63130: claude-cli OAuth token not auto-refreshed; agents silently fall back](https://github.com/openclaw/openclaw/issues/63130) — closed
2980
- - [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
2981
-
2982
  ### `kesslerio`
2983
 
2984
  - profile: [github.com/kesslerio](https://github.com/kesslerio)
@@ -3122,29 +3145,6 @@ Example artifacts:
3122
  - [PR #66199: security: wrap iMessage inbound DM body via wrapExternalContent](https://github.com/openclaw/openclaw/pull/66199) — open
3123
  - [PR #66198: security: wrap Signal inbound DM body via wrapExternalContent](https://github.com/openclaw/openclaw/pull/66198) — open
3124
 
3125
- ### `Eruditi`
3126
-
3127
- - profile: [github.com/Eruditi](https://github.com/Eruditi)
3128
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEruditi)
3129
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEruditi)
3130
- - repo first seen: `2026-04-16T15:08:41Z`
3131
- - repo last seen: `2026-04-19T09:18:17Z`
3132
- - first seen in snapshot: **no**
3133
- - repo association: **NONE**
3134
- - repo primary artifacts: **5**
3135
- - snapshot authored PRs/issues: **5 PRs / 0 issues**
3136
- - snapshot discussion activity: **10 comments / 3 reviews / 2 review comments**
3137
- - account age: **1072 days**
3138
- - recent public PR activity: **7 PRs** (0 merged / 5 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **71%**, open rate **29%**)
3139
- - public orgs: none visible
3140
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
3141
- - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
3142
-
3143
- Example artifacts:
3144
- - [PR #68890: Add multiple contribution files from 8428 to 8477](https://github.com/openclaw/openclaw/pull/68890) — closed
3145
- - [PR #68888: docs: add Chinese translation for documentation](https://github.com/openclaw/openclaw/pull/68888) — closed
3146
- - [PR #68802: Translate documentation to Chinese](https://github.com/openclaw/openclaw/pull/68802) — closed
3147
-
3148
  ### `GaosCode`
3149
 
3150
  - profile: [github.com/GaosCode](https://github.com/GaosCode)
@@ -3921,6 +3921,30 @@ Example artifacts:
3921
  - [Issue #68723: memory-core: cron-fired dreaming writes raw memory snippets to DREAMS.md because subagent runtime is request-scoped](https://github.com/openclaw/openclaw/issues/68723) — closed
3922
  - [Issue #66194: Feature Request: Slack Socket Mode slash command event handling](https://github.com/openclaw/openclaw/issues/66194) — open
3923
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3924
  ### `yoanndefay`
3925
 
3926
  - profile: [github.com/yoanndefay](https://github.com/yoanndefay)
@@ -4037,29 +4061,6 @@ Example artifacts:
4037
  - [PR #68558: fix(auto-reply): stop rendering misleading /compact labels on small sessions](https://github.com/openclaw/openclaw/pull/68558) — open
4038
  - [PR #68557: fix(ui): include cache tokens in ctx% badge and cache-hit-rate](https://github.com/openclaw/openclaw/pull/68557) — open
4039
 
4040
- ### `damselem`
4041
-
4042
- - profile: [github.com/damselem](https://github.com/damselem)
4043
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Adamselem)
4044
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adamselem)
4045
- - repo first seen: `2026-04-12T09:37:25Z`
4046
- - repo last seen: `2026-04-16T07:48:39Z`
4047
- - first seen in snapshot: **no**
4048
- - repo association: **CONTRIBUTOR**
4049
- - repo primary artifacts: **3**
4050
- - snapshot authored PRs/issues: **3 PRs / 0 issues**
4051
- - snapshot discussion activity: **4 comments / 4 reviews / 0 review comments**
4052
- - account age: **6104 days**
4053
- - recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
4054
- - public orgs: none visible
4055
- - compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
4056
- - heuristic read: **no visible non-self stars**
4057
-
4058
- Example artifacts:
4059
- - [PR #67427: fix(agents): add compat.supportsPromptCacheKey to opt out of prompt_cache_key strip](https://github.com/openclaw/openclaw/pull/67427) — closed, merged
4060
- - [PR #66106: fix(media-understanding): support allowPrivateNetwork in tools.media.audio.request](https://github.com/openclaw/openclaw/pull/66106) — open
4061
- - [PR #65282: fix(agents): ignore ACP-only streamTo on subagent sessions_spawn](https://github.com/openclaw/openclaw/pull/65282) — open
4062
-
4063
  ### `evgyur`
4064
 
4065
  - profile: [github.com/evgyur](https://github.com/evgyur)
@@ -4267,6 +4268,29 @@ Example artifacts:
4267
  - [PR #67456: fix: package qa-channel public surface](https://github.com/openclaw/openclaw/pull/67456) — closed
4268
  - [PR #66788: memory-wiki: fix native relative report links](https://github.com/openclaw/openclaw/pull/66788) — closed
4269
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4270
  ### `SimbaKingjoe`
4271
 
4272
  - profile: [github.com/SimbaKingjoe](https://github.com/SimbaKingjoe)
@@ -4406,6 +4430,29 @@ Example artifacts:
4406
  - [PR #65826: build(deps): bump the android-deps group across 1 directory with 16 updates](https://github.com/openclaw/openclaw/pull/65826) — open
4407
  - [PR #65099: chore(deps): bump actions/create-github-app-token from 2 to 3.0.0](https://github.com/openclaw/openclaw/pull/65099) — open
4408
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4409
  ### `feiskyer`
4410
 
4411
  - profile: [github.com/feiskyer](https://github.com/feiskyer)
@@ -4477,32 +4524,6 @@ Example artifacts:
4477
  - [PR #68872: docs(acp): clarify Claude/Codex settings inheritance](https://github.com/openclaw/openclaw/pull/68872) — open
4478
  - [PR #65242: fix: CompletionDeliveryGate to prevent duplicate ACP completion delivery](https://github.com/openclaw/openclaw/pull/65242) — open
4479
 
4480
- ### `Kyzcreig`
4481
-
4482
- - profile: [github.com/Kyzcreig](https://github.com/Kyzcreig)
4483
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AKyzcreig)
4484
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AKyzcreig)
4485
- - repo first seen: `2026-03-26T04:03:04Z`
4486
- - repo last seen: `2026-04-17T04:56:22Z`
4487
- - first seen in snapshot: **no**
4488
- - repo association: **NONE**
4489
- - repo primary artifacts: **9**
4490
- - snapshot authored PRs/issues: **4 PRs / 5 issues**
4491
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
4492
- - account age: **4208 days**
4493
- - recent public PR activity: **7 PRs** (3 merged / 1 closed-unmerged / 3 open; merged rate **43%**, closed-unmerged rate **14%**, open rate **43%**)
4494
- - public orgs: none visible
4495
- - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
4496
- - heuristic read: **high open PR share; targets high-star repos**
4497
-
4498
- Example artifacts:
4499
- - [PR #66398: feat: instrument active-memory embedded runs](https://github.com/openclaw/openclaw/pull/66398) — closed
4500
- - [PR #65284: fix(context): avoid stale provider context window collisions](https://github.com/openclaw/openclaw/pull/65284) — open
4501
- - [PR #65134: fix: use completeSimple for LLM slug generation instead of runEmbeddedPiAgent](https://github.com/openclaw/openclaw/pull/65134) — open
4502
- - [Issue #64721: Cron tool schema missing model/timeout/contextTokens/maxSpendUsd fields](https://github.com/openclaw/openclaw/issues/64721) — open
4503
- - [Issue #64327: Include effective contextTokens limit in hook event context](https://github.com/openclaw/openclaw/issues/64327) — open
4504
- - [Issue #64268: Emit llm_output per-LLM-call in agentic loops, not just once per turn](https://github.com/openclaw/openclaw/issues/64268) — open
4505
-
4506
  ### `jhsmith409`
4507
 
4508
  - profile: [github.com/jhsmith409](https://github.com/jhsmith409)
@@ -4748,6 +4769,29 @@ Example artifacts:
4748
  - [PR #67923: fix(memory-core): show light-only dreaming state in memory status](https://github.com/openclaw/openclaw/pull/67923) — open
4749
  - [PR #63666: test(imessage): cover reflected assistant-content inbound drop](https://github.com/openclaw/openclaw/pull/63666) — open
4750
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4751
  ### `nfredmond`
4752
 
4753
  - profile: [github.com/nfredmond](https://github.com/nfredmond)
@@ -5225,12 +5269,12 @@ Example artifacts:
5225
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Awzhgba)
5226
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Awzhgba)
5227
  - repo first seen: `2026-04-14T16:57:48Z`
5228
- - repo last seen: `2026-04-17T13:04:41Z`
5229
  - first seen in snapshot: **no**
5230
  - repo association: **NONE**
5231
  - repo primary artifacts: **3**
5232
  - snapshot authored PRs/issues: **2 PRs / 1 issues**
5233
- - snapshot discussion activity: **3 comments / 1 reviews / 1 review comments**
5234
  - account age: **4060 days**
5235
  - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
5236
  - public orgs: none visible
@@ -6210,28 +6254,6 @@ Example artifacts:
6210
  - [PR #65947: fix(codex): materialize synthetic auth in catalog](https://github.com/openclaw/openclaw/pull/65947) — closed
6211
  - [PR #65830: fix: skip invalid PI custom model providers](https://github.com/openclaw/openclaw/pull/65830) — closed
6212
 
6213
- ### `Sanjays2402`
6214
-
6215
- - profile: [github.com/Sanjays2402](https://github.com/Sanjays2402)
6216
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ASanjays2402)
6217
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ASanjays2402)
6218
- - repo first seen: `2026-04-19T08:04:49Z`
6219
- - repo last seen: `2026-04-19T08:40:45Z`
6220
- - first seen in snapshot: **no**
6221
- - repo association: **NONE**
6222
- - repo primary artifacts: **2**
6223
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
6224
- - snapshot discussion activity: **5 comments / 2 reviews / 2 review comments**
6225
- - account age: **2519 days**
6226
- - recent public PR activity: **7 PRs** (0 merged / 0 closed-unmerged / 7 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
6227
- - public orgs: none visible
6228
- - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
6229
- - heuristic read: **high open PR share**
6230
-
6231
- Example artifacts:
6232
- - [PR #68876: fix(memory): filter cron-triggered sessions and NO_REPLY sentinels from dreaming corpus (addresses #68449)](https://github.com/openclaw/openclaw/pull/68876) — open
6233
- - [PR #68873: fix(auto-reply): dedupe block replies on normalized media paths (fixes #68862)](https://github.com/openclaw/openclaw/pull/68873) — closed
6234
-
6235
  ### `seoseo-ai`
6236
 
6237
  - profile: [github.com/seoseo-ai](https://github.com/seoseo-ai)
@@ -6430,28 +6452,6 @@ Example artifacts:
6430
  - [PR #68792: fix(process): shim claude on Windows child spawns](https://github.com/openclaw/openclaw/pull/68792) — open
6431
  - [PR #68106: fix(lobster): surface workflow path errors](https://github.com/openclaw/openclaw/pull/68106) — open
6432
 
6433
- ### `weichengdeng`
6434
-
6435
- - profile: [github.com/weichengdeng](https://github.com/weichengdeng)
6436
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aweichengdeng)
6437
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aweichengdeng)
6438
- - repo first seen: `2026-04-12T10:16:34Z`
6439
- - repo last seen: `2026-04-12T10:46:49Z`
6440
- - first seen in snapshot: **no**
6441
- - repo association: **NONE**
6442
- - repo primary artifacts: **2**
6443
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
6444
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
6445
- - account age: **905 days**
6446
- - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
6447
- - public orgs: none visible
6448
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
6449
- - heuristic read: **high open PR share; targets high-star repos**
6450
-
6451
- Example artifacts:
6452
- - [PR #65301: Fix/send poll intent detection clean](https://github.com/openclaw/openclaw/pull/65301) — open
6453
- - [PR #65295: fix: avoid misclassifying send poll metadata as poll intent(Weixin plugin)](https://github.com/openclaw/openclaw/pull/65295) — open
6454
-
6455
  ### `yangxiyucs`
6456
 
6457
  - profile: [github.com/yangxiyucs](https://github.com/yangxiyucs)
@@ -6658,29 +6658,6 @@ Example artifacts:
6658
  - [PR #56391: fix(agents): replace blank tool names with sentinel to prevent dispatch loops](https://github.com/openclaw/openclaw/pull/56391) — open
6659
  - [PR #50200: fix(slack): fetch fresh download URL via files.info for DM file attachments](https://github.com/openclaw/openclaw/pull/50200) — open
6660
 
6661
- ### `chen-zhang-cs-code`
6662
-
6663
- - profile: [github.com/chen-zhang-cs-code](https://github.com/chen-zhang-cs-code)
6664
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achen-zhang-cs-code)
6665
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achen-zhang-cs-code)
6666
- - repo first seen: `2026-03-18T08:15:21Z`
6667
- - repo last seen: `2026-04-19T08:42:49Z`
6668
- - first seen in snapshot: **no**
6669
- - repo association: **CONTRIBUTOR**
6670
- - repo primary artifacts: **5**
6671
- - snapshot authored PRs/issues: **5 PRs / 0 issues**
6672
- - snapshot discussion activity: **17 comments / 1 reviews / 1 review comments**
6673
- - account age: **118 days**
6674
- - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
6675
- - public orgs: none visible
6676
- - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
6677
- - heuristic read: **young account; high open PR share; targets high-star repos**
6678
-
6679
- Example artifacts:
6680
- - [PR #68858: fix(cron): parse PowerShell tools allow list](https://github.com/openclaw/openclaw/pull/68858) — open
6681
- - [PR #64650: fix(telegram): honor channel-level topic prompts in multi-account mode](https://github.com/openclaw/openclaw/pull/64650) — open
6682
- - [PR #64632: fix(slack): preserve media roots through custom invoke](https://github.com/openclaw/openclaw/pull/64632) — closed
6683
-
6684
  ### `saitama3292-onepunch`
6685
 
6686
  - profile: [github.com/saitama3292-onepunch](https://github.com/saitama3292-onepunch)
@@ -6727,6 +6704,32 @@ Example artifacts:
6727
  - [PR #53875: fix: allow compact retry after failed session compaction](https://github.com/openclaw/openclaw/pull/53875) — closed, merged
6728
  - [PR #53843: Webchat: handle bare /compact as session compaction](https://github.com/openclaw/openclaw/pull/53843) — closed, merged
6729
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6730
  ### `fuller-stack-dev`
6731
 
6732
  - profile: [github.com/fuller-stack-dev](https://github.com/fuller-stack-dev)
@@ -7547,28 +7550,6 @@ Example artifacts:
7547
  - [PR #67604: fix(openclaw): reclaim idle cron parent sessions after completed runs](https://github.com/openclaw/openclaw/pull/67604) — open
7548
  - [PR #64110: feat: Deleting scheduled tasks also clears tasks in the queue.](https://github.com/openclaw/openclaw/pull/64110) — open
7549
 
7550
- ### `mitmul`
7551
-
7552
- - profile: [github.com/mitmul](https://github.com/mitmul)
7553
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amitmul)
7554
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amitmul)
7555
- - repo first seen: `2026-04-08T03:40:41Z`
7556
- - repo last seen: `2026-04-14T13:19:17Z`
7557
- - first seen in snapshot: **no**
7558
- - repo association: **NONE**
7559
- - repo primary artifacts: **2**
7560
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
7561
- - snapshot discussion activity: **6 comments / 62 reviews / 62 review comments**
7562
- - account age: **5513 days**
7563
- - recent public PR activity: **5 PRs** (4 merged / 0 closed-unmerged / 1 open; merged rate **80%**, closed-unmerged rate **0%**, open rate **20%**)
7564
- - public orgs: `pfnet`, `pfnet-research`, `chainer`, `cupy`
7565
- - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
7566
- - heuristic read: **—**
7567
-
7568
- Example artifacts:
7569
- - [PR #65275: feat: Add PLaMo provider](https://github.com/openclaw/openclaw/pull/65275) — open
7570
- - [PR #62893: feat: Add plamo-3.0-prime-beta provider](https://github.com/openclaw/openclaw/pull/62893) — closed
7571
-
7572
  ### `rhinoroo`
7573
 
7574
  - profile: [github.com/rhinoroo](https://github.com/rhinoroo)
@@ -7635,6 +7616,28 @@ Example artifacts:
7635
  - [PR #67692: Feat/acp tui lazy init](https://github.com/openclaw/openclaw/pull/67692) — open
7636
  - [PR #53806: Channels: resolve installed channel plugins in add](https://github.com/openclaw/openclaw/pull/53806) — open
7637
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7638
  ### `wittam-01`
7639
 
7640
  - profile: [github.com/wittam-01](https://github.com/wittam-01)
@@ -8370,28 +8373,6 @@ Example artifacts:
8370
  - [PR #68310: fix(pi-embedded-runner): retry silent stopReason=error turns (non-frontier models)](https://github.com/openclaw/openclaw/pull/68310) — open
8371
  - [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
8372
 
8373
- ### `chat2way`
8374
-
8375
- - profile: [github.com/chat2way](https://github.com/chat2way)
8376
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achat2way)
8377
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achat2way)
8378
- - repo first seen: `2026-04-19T08:15:34Z`
8379
- - repo last seen: `2026-04-19T08:30:28Z`
8380
- - first seen in snapshot: **no**
8381
- - repo association: **NONE**
8382
- - repo primary artifacts: **2**
8383
- - snapshot authored PRs/issues: **1 PRs / 1 issues**
8384
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
8385
- - account age: **57 days**
8386
- - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
8387
- - public orgs: none visible
8388
- - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
8389
- - heuristic read: **very new account; high open PR share; targets high-star repos**
8390
-
8391
- Example artifacts:
8392
- - [PR #68879: fix: allow browser tool to work via HTTP API /tools/invoke](https://github.com/openclaw/openclaw/pull/68879) — open
8393
- - [Issue #68874: Bug: HTTP API /tools/invoke returns 'Tool not available: browser'](https://github.com/openclaw/openclaw/issues/68874) — closed
8394
-
8395
  ### `d1rshan`
8396
 
8397
  - profile: [github.com/d1rshan](https://github.com/d1rshan)
@@ -8546,6 +8527,28 @@ Example artifacts:
8546
  - [PR #65629: fix: user-facing Gemini auth errors + /connect_ai_subscription command](https://github.com/openclaw/openclaw/pull/65629) — open
8547
  - [Issue #63833: -](https://github.com/openclaw/openclaw/issues/63833) — closed
8548
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8549
  ### `fmercurio`
8550
 
8551
  - profile: [github.com/fmercurio](https://github.com/fmercurio)
@@ -11392,7 +11395,7 @@ Example artifacts:
11392
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AFantoX)
11393
  - repo first seen: `2026-04-19T08:46:47Z`
11394
  - repo last seen: `2026-04-19T08:46:47Z`
11395
- - first seen in snapshot: **yes**
11396
  - repo association: **NONE**
11397
  - repo primary artifacts: **1**
11398
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -13149,27 +13152,6 @@ Example artifacts:
13149
  Example artifacts:
13150
  - [PR #67477: fix(whatsapp): emit hooks for auto-replies](https://github.com/openclaw/openclaw/pull/67477) — open
13151
 
13152
- ### `lightning-openclaw`
13153
-
13154
- - profile: [github.com/lightning-openclaw](https://github.com/lightning-openclaw)
13155
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alightning-openclaw)
13156
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alightning-openclaw)
13157
- - repo first seen: `2026-04-12T09:57:06Z`
13158
- - repo last seen: `2026-04-12T09:57:06Z`
13159
- - first seen in snapshot: **no**
13160
- - repo association: **NONE**
13161
- - repo primary artifacts: **1**
13162
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
13163
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
13164
- - account age: **49 days**
13165
- - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
13166
- - public orgs: none visible
13167
- - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
13168
- - heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
13169
-
13170
- Example artifacts:
13171
- - [PR #65286: fix(slack): resolve DM thread delivery failure (channel_not_found)](https://github.com/openclaw/openclaw/pull/65286) — open
13172
-
13173
  ### `lilesjtu`
13174
 
13175
  - profile: [github.com/lilesjtu](https://github.com/lilesjtu)
@@ -16139,7 +16121,7 @@ Example artifacts:
16139
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Azaimaopeng)
16140
  - repo first seen: `2026-04-18T13:00:18Z`
16141
  - repo last seen: `2026-04-19T08:30:12Z`
16142
- - first seen in snapshot: **yes**
16143
  - repo association: **NONE**
16144
  - repo primary artifacts: **1**
16145
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
1
  # New Contributor Report: openclaw/openclaw
2
 
3
+ - Snapshot: `20260419T102034Z`
4
+ - Generated: `2026-04-19T10:22:38Z`
5
  - Activity window: `7d`
6
+ - Contributors: `700`
7
 
8
  ## Summary
9
 
 
20
  | `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 |
21
  | `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 31 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
22
  | `eleqtrizit` | [profile](https://github.com/eleqtrizit) | no | CONTRIBUTOR | 3150d | `2026-04-07T18:17:36Z` | 23 | 0 | strong | low | low | targets high-star repos |
23
+ | `mbelinky` | [profile](https://github.com/mbelinky) | no | CONTRIBUTOR | 1077d | `2026-02-08T09:07:45Z` | 21 | 0 | strong | low | low | targets high-star repos |
24
  | `oraculoos` | [profile](https://github.com/oraculoos) | no | NONE | ?d | `2026-04-14T13:16:27Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
25
  | `coygeek` | [profile](https://github.com/coygeek) | no | CONTRIBUTOR | 2164d | `2026-01-31T03:06:37Z` | 19 | 20 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
26
  | `jalehman` | [profile](https://github.com/jalehman) | no | CONTRIBUTOR | 5579d | `2026-01-05T21:51:45Z` | 19 | 0 | mixed | low | low | high recent PR volume; targets high-star repos |
 
27
  | `obviyus` | [profile](https://github.com/obviyus) | no | CONTRIBUTOR | 3510d | `2026-01-04T13:17:28Z` | 19 | 0 | strong | low | low | targets high-star repos |
28
  | `omarshahine` | [profile](https://github.com/omarshahine) | no | CONTRIBUTOR | 4126d | `2026-02-20T03:30:56Z` | 18 | 10 | mixed | moderate | low | high recent PR volume; targets high-star repos |
29
  | `mcaxtr` | [profile](https://github.com/mcaxtr) | no | MEMBER | 4358d | `2026-02-04T01:45:00Z` | 18 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 
34
  | `gumadeiras` | [profile](https://github.com/gumadeiras) | no | MEMBER | 4579d | `2026-01-14T20:41:14Z` | 15 | 1 | strong | low | low | targets high-star repos |
35
  | `neo1027144-creator` | [profile](https://github.com/neo1027144-creator) | no | CONTRIBUTOR | 37d | `2026-04-09T20:15:50Z` | 15 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
36
  | `TOMUIV` | [profile](https://github.com/TOMUIV) | no | NONE | 215d | `2026-04-10T17:11:48Z` | 15 | 1 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
37
+ | `Eruditi` | [profile](https://github.com/Eruditi) | no | NONE | 1072d | `2026-04-16T15:08:41Z` | 14 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
38
  | `ngutman` | [profile](https://github.com/ngutman) | no | MEMBER | 5146d | `2026-01-06T16:12:16Z` | 14 | 0 | strong | moderate | low | targets high-star repos |
39
  | `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 |
40
  | `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 |
 
79
  | `OwenYWT` | [profile](https://github.com/OwenYWT) | no | CONTRIBUTOR | 1471d | `2026-04-10T09:45:23Z` | 8 | 0 | weak | low | low | high open PR share; targets high-star repos |
80
  | `suboss87` | [profile](https://github.com/suboss87) | no | CONTRIBUTOR | 4078d | `2026-03-13T04:40:38Z` | 8 | 0 | mixed | low | low | high open PR share; targets high-star repos |
81
  | `mjamiv` | [profile](https://github.com/mjamiv) | no | CONTRIBUTOR | 977d | `2026-04-08T18:58:33Z` | 7 | 5 | mixed | low | low | high open PR share; targets high-star repos |
82
+ | `frankekn` | [profile](https://github.com/frankekn) | no | MEMBER | 4714d | `2026-01-29T00:35:02Z` | 7 | 2 | strong | low | low | targets high-star repos |
83
  | `asakir44` | [profile](https://github.com/asakir44) | no | NONE | 440d | `2026-04-13T14:53:54Z` | 7 | 1 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
84
  | `masatohoshino` | [profile](https://github.com/masatohoshino) | no | CONTRIBUTOR | 138d | `2026-02-25T18:12:54Z` | 7 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
85
  | `nxmxbbd` | [profile](https://github.com/nxmxbbd) | no | CONTRIBUTOR | 6373d | `2026-03-05T20:12:25Z` | 7 | 1 | n/a | low | low | no visible non-self stars |
86
+ | `wirjo` | [profile](https://github.com/wirjo) | no | CONTRIBUTOR | 5970d | `2026-04-06T11:49:31Z` | 7 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
87
  | `coder999999999` | [profile](https://github.com/coder999999999) | no | NONE | 1804d | `2026-04-12T06:08:33Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
88
  | `ImLukeF` | [profile](https://github.com/ImLukeF) | no | MEMBER | 1650d | `2026-03-10T16:03:05Z` | 7 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
89
  | `Kailigithub` | [profile](https://github.com/Kailigithub) | no | NONE | 4001d | `2026-04-19T01:02:35Z` | 7 | 0 | weak | low | low | high open PR share |
 
105
  | `plgonzalezrx8` | [profile](https://github.com/plgonzalezrx8) | no | CONTRIBUTOR | 3595d | `2026-01-31T01:53:17Z` | 6 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
106
  | `skylee-01` | [profile](https://github.com/skylee-01) | no | NONE | 2648d | `2026-04-14T12:14:20Z` | 6 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
107
  | `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 |
 
108
  | `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 |
 
109
  | `kesslerio` | [profile](https://github.com/kesslerio) | no | NONE | 4923d | `2026-01-29T00:28:18Z` | 5 | 2 | weak | low | low | high open PR share |
110
  | `lyfuci` | [profile](https://github.com/lyfuci) | no | NONE | 3970d | `2026-03-04T12:15:50Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
111
  | `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 |
112
  | `sliverp` | [profile](https://github.com/sliverp) | no | MEMBER | 2933d | `2026-02-06T14:44:05Z` | 5 | 1 | mixed | low | low | targets high-star repos |
113
  | `altaywtf` | [profile](https://github.com/altaywtf) | no | MEMBER | 4168d | `2026-03-01T16:30:13Z` | 5 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
114
  | `defonota3box` | [profile](https://github.com/defonota3box) | no | NONE | 121d | `2026-04-13T22:54:16Z` | 5 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 
115
  | `GaosCode` | [profile](https://github.com/GaosCode) | no | CONTRIBUTOR | 632d | `2026-04-09T08:32:17Z` | 5 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
116
  | `joshavant` | [profile](https://github.com/joshavant) | no | CONTRIBUTOR | 5430d | `2026-02-19T23:12:53Z` | 5 | 0 | strong | low | low | targets high-star repos |
117
  | `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 |
 
145
  | `jinon86` | [profile](https://github.com/jinon86) | no | NONE | 137d | `2026-04-17T15:05:24Z` | 3 | 4 | weak | low | medium | young account; high open PR share; no visible non-self stars |
146
  | `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 |
147
  | `LightDriverCS` | [profile](https://github.com/LightDriverCS) | no | NONE | 89d | `2026-04-13T22:53:03Z` | 3 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
148
+ | `chat2way` | [profile](https://github.com/chat2way) | no | NONE | 57d | `2026-04-19T08:15:34Z` | 3 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
149
  | `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 |
150
  | `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 |
151
  | `alekseivarin-gif` | [profile](https://github.com/alekseivarin-gif) | no | NONE | 0d | `2026-04-18T13:06:54Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
152
  | `alexlomt` | [profile](https://github.com/alexlomt) | no | NONE | 582d | `2026-04-14T18:25:56Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
153
  | `Ante042` | [profile](https://github.com/Ante042) | no | NONE | 2859d | `2026-04-18T13:02:47Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
154
  | `evgyur` | [profile](https://github.com/evgyur) | no | NONE | 1222d | `2026-04-17T22:56:05Z` | 3 | 0 | mixed | low | low | high open PR share; targets high-star repos |
155
  | `GameWorldsDEV` | [profile](https://github.com/GameWorldsDEV) | no | NONE | 609d | `2026-03-22T22:51:07Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
156
  | `jarimustonen` | [profile](https://github.com/jarimustonen) | no | CONTRIBUTOR | 5232d | `2026-03-18T15:12:36Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
160
  | `mylukin` | [profile](https://github.com/mylukin) | no | CONTRIBUTOR | 5340d | `2026-01-26T00:39:54Z` | 3 | 0 | mixed | low | low | — |
161
  | `nnish16` | [profile](https://github.com/nnish16) | no | NONE | 2135d | `2026-04-13T18:14:26Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
162
  | `RLTree` | [profile](https://github.com/RLTree) | no | NONE | 1732d | `2026-04-14T20:31:37Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
163
+ | `Sanjays2402` | [profile](https://github.com/Sanjays2402) | no | NONE | 2519d | `2026-04-19T08:04:49Z` | 3 | 0 | weak | moderate | low | high open PR share |
164
  | `SimbaKingjoe` | [profile](https://github.com/SimbaKingjoe) | no | NONE | 1147d | `2026-04-13T10:48:04Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
165
  | `soloclz` | [profile](https://github.com/soloclz) | no | NONE | 728d | `2026-04-15T15:18:28Z` | 3 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
166
  | `sqsge` | [profile](https://github.com/sqsge) | no | NONE | 1979d | `2026-04-13T14:48:07Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
167
  | `xudaiyanzi` | [profile](https://github.com/xudaiyanzi) | no | NONE | 2751d | `2026-04-14T20:23:42Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
168
  | `slepybear` | [profile](https://github.com/slepybear) | no | CONTRIBUTOR | 1386d | `2026-04-09T16:25:21Z` | 19 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
169
  | `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2026-01-16T21:59:54Z` | 9 | 0 | n/a | n/a | n/a | summary unavailable |
170
+ | `chen-zhang-cs-code` | [profile](https://github.com/chen-zhang-cs-code) | no | CONTRIBUTOR | 118d | `2026-03-18T08:15:21Z` | 6 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
171
  | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
172
  | `mraleko` | [profile](https://github.com/mraleko) | no | CONTRIBUTOR | 938d | `2026-04-08T03:48:45Z` | 5 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
173
  | `richardclawbot` | [profile](https://github.com/richardclawbot) | no | NONE | 31d | `2026-04-10T17:07:12Z` | 5 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 
174
  | `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 |
175
  | `bek91` | [profile](https://github.com/bek91) | no | NONE | 2144d | `2026-04-10T20:34:48Z` | 4 | 1 | weak | low | low | high open PR share; targets high-star repos |
176
  | `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 |
 
181
  | `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 |
182
  | `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 |
183
  | `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 |
184
+ | `damselem` | [profile](https://github.com/damselem) | no | CONTRIBUTOR | 6104d | `2026-04-12T09:37:25Z` | 3 | 0 | n/a | low | low | no visible non-self stars |
185
  | `nfredmond` | [profile](https://github.com/nfredmond) | no | NONE | 3541d | `2026-04-11T23:36:37Z` | 3 | 0 | weak | moderate | low | high open PR share |
186
  | `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 |
187
  | `717986230` | [profile](https://github.com/717986230) | no | NONE | 1852d | `2026-04-13T02:48:11Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
 
247
  | `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 |
248
  | `questionares` | [profile](https://github.com/questionares) | no | NONE | 390d | `2026-04-14T10:33:49Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
249
  | `rogery-coder` | [profile](https://github.com/rogery-coder) | no | NONE | 6d | `2026-04-13T09:10:32Z` | 2 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
250
  | `seoseo-ai` | [profile](https://github.com/seoseo-ai) | no | NONE | 61d | `2026-04-18T12:56:25Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
251
  | `serkonyc` | [profile](https://github.com/serkonyc) | no | CONTRIBUTOR | 4509d | `2026-04-12T11:37:04Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
252
  | `shahyashish` | [profile](https://github.com/shahyashish) | no | NONE | 1601d | `2026-04-15T18:06:48Z` | 2 | 0 | weak | high | low | broad repo spread; high open PR share; no visible non-self stars |
 
256
  | `thesomewhatyou` | [profile](https://github.com/thesomewhatyou) | no | CONTRIBUTOR | 768d | `2026-02-08T01:46:55Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
257
  | `tmimmanuel` | [profile](https://github.com/tmimmanuel) | no | CONTRIBUTOR | 3882d | `2026-04-14T01:17:36Z` | 2 | 0 | mixed | moderate | low | targets high-star repos |
258
  | `vvitovec` | [profile](https://github.com/vvitovec) | no | NONE | 224d | `2026-04-17T12:08:21Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 
259
  | `yangxiyucs` | [profile](https://github.com/yangxiyucs) | no | NONE | 3510d | `2026-04-13T14:23:50Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
260
  | `ymaxgit` | [profile](https://github.com/ymaxgit) | no | NONE | 3289d | `2026-04-17T07:53:18Z` | 2 | 0 | mixed | low | low | high open PR share; no visible non-self stars |
261
  | `zhangyue19921010` | [profile](https://github.com/zhangyue19921010) | no | NONE | 2066d | `2026-04-17T03:44:42Z` | 2 | 0 | weak | low | low | high open PR share |
 
265
  | `mmaps` | [profile](https://github.com/mmaps) | no | CONTRIBUTOR | 4827d | `2026-04-09T18:38:21Z` | 6 | 0 | strong | low | low | targets high-star repos |
266
  | `shad0wca7` | [profile](https://github.com/shad0wca7) | no | CONTRIBUTOR | 4159d | `2026-02-21T17:28:52Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
267
  | `smartchainark` | [profile](https://github.com/smartchainark) | no | NONE | 326d | `2026-02-12T19:25:12Z` | 6 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 
268
  | `saitama3292-onepunch` | [profile](https://github.com/saitama3292-onepunch) | no | NONE | 18d | `2026-04-07T12:18:26Z` | 5 | 0 | weak | low | low | very new account |
269
  | `scoootscooob` | [profile](https://github.com/scoootscooob) | no | CONTRIBUTOR | 732d | `2026-02-26T07:20:09Z` | 5 | 0 | strong | low | low | targets high-star repos |
270
+ | `Kyzcreig` | [profile](https://github.com/Kyzcreig) | no | NONE | 4208d | `2026-03-26T04:03:04Z` | 4 | 5 | mixed | low | low | high open PR share; targets high-star repos |
271
  | `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 |
272
  | `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 |
273
  | `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 |
 
304
  | `Lellansin` | [profile](https://github.com/Lellansin) | no | CONTRIBUTOR | 5006d | `2026-04-08T06:44:34Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
305
  | `luoyanglang` | [profile](https://github.com/luoyanglang) | no | CONTRIBUTOR | 180d | `2026-04-07T19:32:24Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
306
  | `Lutz2015` | [profile](https://github.com/Lutz2015) | no | NONE | 3824d | `2026-04-10T05:26:49Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
307
  | `rhinoroo` | [profile](https://github.com/rhinoroo) | no | NONE | 4034d | `2026-04-12T04:14:07Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
308
  | `snowshadow` | [profile](https://github.com/snowshadow) | no | NONE | 4105d | `2026-02-26T05:43:47Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
309
  | `wangshu94` | [profile](https://github.com/wangshu94) | no | NONE | 2454d | `2026-03-24T16:29:43Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
310
+ | `weichengdeng` | [profile](https://github.com/weichengdeng) | no | NONE | 905d | `2026-04-12T10:16:34Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
311
  | `wittam-01` | [profile](https://github.com/wittam-01) | no | CONTRIBUTOR | 20d | `2026-04-09T14:43:04Z` | 2 | 0 | mixed | low | medium | very new account; no visible non-self stars |
312
  | `JIRBOY` | [profile](https://github.com/JIRBOY) | no | NONE | 2565d | `2026-04-11T06:03:38Z` | 1 | 13 | weak | low | low | high open PR share; targets high-star repos |
313
  | `ttomiczek` | [profile](https://github.com/ttomiczek) | no | NONE | 41d | `2026-04-10T05:23:08Z` | 1 | 13 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 
340
  | `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 |
341
  | `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 |
342
  | `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 |
 
343
  | `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 |
344
  | `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 |
345
  | `Dithilli` | [profile](https://github.com/Dithilli) | no | CONTRIBUTOR | 2832d | `2026-02-19T14:54:20Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 
347
  | `dyz2102` | [profile](https://github.com/dyz2102) | no | NONE | 3517d | `2026-04-18T23:47:21Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
348
  | `earon-han` | [profile](https://github.com/earon-han) | no | NONE | 117d | `2026-04-16T09:54:34Z` | 1 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
349
  | `epanonymous` | [profile](https://github.com/epanonymous) | no | NONE | 1621d | `2026-01-31T02:07:36Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
350
+ | `esqandil` | [profile](https://github.com/esqandil) | no | NONE | 155d | `2026-04-13T13:40:20Z` | 1 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
351
  | `fmercurio` | [profile](https://github.com/fmercurio) | no | CONTRIBUTOR | 3818d | `2026-02-20T17:19:44Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
352
  | `fredguile` | [profile](https://github.com/fredguile) | no | NONE | 5894d | `2026-04-12T15:58:55Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs |
353
  | `ghoc0099` | [profile](https://github.com/ghoc0099) | no | NONE | 35d | `2026-04-12T18:49:23Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 
481
  | `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 |
482
  | `fangguisheng520` | [profile](https://github.com/fangguisheng520) | no | NONE | 188d | `2026-04-18T01:00:50Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
483
  | `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 |
484
+ | `FantoX` | [profile](https://github.com/FantoX) | no | NONE | 962d | `2026-04-19T08:46:47Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
485
  | `fengjing1009` | [profile](https://github.com/fengjing1009) | no | NONE | 3827d | `2026-04-13T11:22:35Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
486
  | `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 |
487
  | `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 |
 
565
  | `laopuhuluwa` | [profile](https://github.com/laopuhuluwa) | no | CONTRIBUTOR | 66d | `2026-02-20T11:19:44Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
566
  | `leonidas1712` | [profile](https://github.com/leonidas1712) | no | NONE | 3582d | `2026-04-18T07:30:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
567
  | `liemrich` | [profile](https://github.com/liemrich) | no | NONE | 2215d | `2026-04-16T01:38:06Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 
568
  | `lilesjtu` | [profile](https://github.com/lilesjtu) | no | NONE | 35d | `2026-04-14T05:38:14Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
569
  | `linuxhgw` | [profile](https://github.com/linuxhgw) | no | NONE | 3473d | `2026-04-17T18:30:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
570
  | `Little-viva1` | [profile](https://github.com/Little-viva1) | no | NONE | 639d | `2026-04-18T16:06:34Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 
706
  | `YoungMoneyInvestments` | [profile](https://github.com/YoungMoneyInvestments) | no | NONE | 932d | `2026-02-23T16:58:16Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
707
  | `yxjsxy` | [profile](https://github.com/yxjsxy) | no | CONTRIBUTOR | 3041d | `2026-04-18T00:21:13Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
708
  | `ZackaryShen` | [profile](https://github.com/ZackaryShen) | no | NONE | 2598d | `2026-04-18T13:48:28Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share |
709
+ | `zaimaopeng` | [profile](https://github.com/zaimaopeng) | no | NONE | 569d | `2026-04-18T13:00:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
710
  | `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 |
711
  | `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 |
712
 
 
977
  - [PR #66707: Harden Feishu webhook replay guards](https://github.com/openclaw/openclaw/pull/66707) — closed, merged
978
  - [PR #66665: Harden MCP loopback request validation](https://github.com/openclaw/openclaw/pull/66665) — closed, merged
979
 
980
+ ### `mbelinky`
981
+
982
+ - profile: [github.com/mbelinky](https://github.com/mbelinky)
983
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ambelinky)
984
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ambelinky)
985
+ - repo first seen: `2026-02-08T09:07:45Z`
986
+ - repo last seen: `2026-04-19T10:15:34Z`
987
+ - first seen in snapshot: **no**
988
+ - repo association: **CONTRIBUTOR**
989
+ - repo primary artifacts: **21**
990
+ - snapshot authored PRs/issues: **21 PRs / 0 issues**
991
+ - snapshot discussion activity: **196 comments / 1 reviews / 1 review comments**
992
+ - account age: **1077 days**
993
+ - recent public PR activity: **18 PRs** (17 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
994
+ - public orgs: none visible
995
+ - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
996
+ - heuristic read: **targets high-star repos**
997
+
998
+ Example artifacts:
999
+ - [PR #68915: tasks: add detached runtime plugin registration contract](https://github.com/openclaw/openclaw/pull/68915) — open, draft
1000
+ - [PR #68891: browser: route existing-session user profile through browser nodes](https://github.com/openclaw/openclaw/pull/68891) — open, merged
1001
+ - [PR #68886: tasks: extract detached task lifecycle runtime](https://github.com/openclaw/openclaw/pull/68886) — closed, merged
1002
+
1003
  ### `oraculoos`
1004
 
1005
  - profile: [github.com/oraculoos](https://github.com/oraculoos)
 
1073
  - [PR #67827: docs: unify duplicated 2026.4.15-beta.1 changelog block](https://github.com/openclaw/openclaw/pull/67827) — closed, merged
1074
  - [PR #67824: Update contributor details for Josh Lehman](https://github.com/openclaw/openclaw/pull/67824) — closed, merged
1075
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1076
  ### `obviyus`
1077
 
1078
  - profile: [github.com/obviyus](https://github.com/obviyus)
1079
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aobviyus)
1080
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aobviyus)
1081
  - repo first seen: `2026-01-04T13:17:28Z`
1082
+ - repo last seen: `2026-04-19T09:41:34Z`
1083
  - first seen in snapshot: **no**
1084
  - repo association: **CONTRIBUTOR**
1085
  - repo primary artifacts: **19**
1086
  - snapshot authored PRs/issues: **19 PRs / 0 issues**
1087
+ - snapshot discussion activity: **535 comments / 51 reviews / 4 review comments**
1088
  - account age: **3510 days**
1089
  - recent public PR activity: **16 PRs** (15 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
1090
  - public orgs: `UplauseApp`
 
1313
  - [PR #66320: fix(cron): enforce creatorScopes as privilege ceiling + lower cron.add scope](https://github.com/openclaw/openclaw/pull/66320) — closed
1314
  - [Issue #64421: Misleading error: pairing required when cron.add fails due to insufficient scopes](https://github.com/openclaw/openclaw/issues/64421) — open
1315
 
1316
+ ### `Eruditi`
1317
+
1318
+ - profile: [github.com/Eruditi](https://github.com/Eruditi)
1319
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEruditi)
1320
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEruditi)
1321
+ - repo first seen: `2026-04-16T15:08:41Z`
1322
+ - repo last seen: `2026-04-19T10:14:55Z`
1323
+ - first seen in snapshot: **no**
1324
+ - repo association: **NONE**
1325
+ - repo primary artifacts: **14**
1326
+ - snapshot authored PRs/issues: **14 PRs / 0 issues**
1327
+ - snapshot discussion activity: **10 comments / 3 reviews / 2 review comments**
1328
+ - account age: **1072 days**
1329
+ - recent public PR activity: **7 PRs** (0 merged / 5 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **71%**, open rate **29%**)
1330
+ - public orgs: none visible
1331
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
1332
+ - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
1333
+
1334
+ Example artifacts:
1335
+ - [PR #68914: fix(auto-reply): add identity guard in drain finally to prevent queue orphaning](https://github.com/openclaw/openclaw/pull/68914) — open
1336
+ - [PR #68913: fix(gateway): add lazy eviction to costUsageCache](https://github.com/openclaw/openclaw/pull/68913) — open
1337
+ - [PR #68912: fix(gateway): clean up nodeWakeById entry on no-registration early return](https://github.com/openclaw/openclaw/pull/68912) — open
1338
+
1339
  ### `ngutman`
1340
 
1341
  - profile: [github.com/ngutman](https://github.com/ngutman)
 
1642
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ASARAMALI15792)
1643
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ASARAMALI15792)
1644
  - repo first seen: `2026-04-11T06:57:22Z`
1645
+ - repo last seen: `2026-04-19T10:19:13Z`
1646
  - first seen in snapshot: **no**
1647
  - repo association: **CONTRIBUTOR**
1648
  - repo primary artifacts: **11**
1649
  - snapshot authored PRs/issues: **11 PRs / 0 issues**
1650
+ - snapshot discussion activity: **8 comments / 3 reviews / 3 review comments**
1651
  - account age: **992 days**
1652
  - recent public PR activity: **12 PRs** (4 merged / 1 closed-unmerged / 7 open; merged rate **33%**, closed-unmerged rate **8%**, open rate **58%**)
1653
  - public orgs: none visible
 
2143
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Avisionik)
2144
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Avisionik)
2145
  - repo first seen: `2026-01-02T09:08:10Z`
2146
+ - repo last seen: `2026-04-19T09:43:57Z`
2147
  - first seen in snapshot: **no**
2148
  - repo association: **CONTRIBUTOR**
2149
  - repo primary artifacts: **9**
2150
  - snapshot authored PRs/issues: **8 PRs / 1 issues**
2151
+ - snapshot discussion activity: **24 comments / 2 reviews / 0 review comments**
2152
  - account age: **6279 days**
2153
  - recent public PR activity: **12 PRs** (4 merged / 5 closed-unmerged / 3 open; merged rate **33%**, closed-unmerged rate **42%**, open rate **25%**)
2154
  - public orgs: `rayo`, `FAForever`
 
2156
  - heuristic read: **many recent closed-unmerged PRs**
2157
 
2158
  Example artifacts:
2159
+ - [PR #68715: fix(browser): discover CDP websocket from bare ws:// URL before attach](https://github.com/openclaw/openclaw/pull/68715) — closed, merged
2160
  - [PR #68431: ci(security): harden workflow steps against template-injection](https://github.com/openclaw/openclaw/pull/68431) — closed, merged
2161
  - [PR #68368: fix(gateway): allow microphone access for same-origin in Permissions-Policy header](https://github.com/openclaw/openclaw/pull/68368) — closed, merged
2162
  - [Issue #68428: [Security] zizmor template-injection findings across CI workflows](https://github.com/openclaw/openclaw/issues/68428) — open
 
2371
  - [Issue #65526: [Feature]: auto-propagate proxy env vars to MCP stdio server child processes](https://github.com/openclaw/openclaw/issues/65526) — open
2372
  - [Issue #65525: [Bug]: MCP stdio servers don't inherit NODE_OPTIONS — breaks proxy-only sandbox environments](https://github.com/openclaw/openclaw/issues/65525) — open
2373
 
2374
+ ### `frankekn`
2375
+
2376
+ - profile: [github.com/frankekn](https://github.com/frankekn)
2377
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Afrankekn)
2378
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Afrankekn)
2379
+ - repo first seen: `2026-01-29T00:35:02Z`
2380
+ - repo last seen: `2026-04-19T10:06:48Z`
2381
+ - first seen in snapshot: **no**
2382
+ - repo association: **MEMBER**
2383
+ - repo primary artifacts: **9**
2384
+ - snapshot authored PRs/issues: **7 PRs / 2 issues**
2385
+ - snapshot discussion activity: **230 comments / 2 reviews / 2 review comments**
2386
+ - account age: **4714 days**
2387
+ - recent public PR activity: **5 PRs** (5 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
2388
+ - public orgs: `openclaw`, `openabdev`
2389
+ - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
2390
+ - heuristic read: **targets high-star repos**
2391
+
2392
+ Example artifacts:
2393
+ - [PR #68907: fix: default Kimi thinking to off](https://github.com/openclaw/openclaw/pull/68907) — open
2394
+ - [PR #68898: fix: default Kimi thinking to off](https://github.com/openclaw/openclaw/pull/68898) — closed
2395
+ - [PR #68516: fix(cli): normalize reply-media paths for agent --deliver](https://github.com/openclaw/openclaw/pull/68516) — closed, merged
2396
+ - [Issue #63130: claude-cli OAuth token not auto-refreshed; agents silently fall back](https://github.com/openclaw/openclaw/issues/63130) — closed
2397
+ - [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
2398
+
2399
  ### `asakir44`
2400
 
2401
  - profile: [github.com/asakir44](https://github.com/asakir44)
 
2468
  - [PR #65758: fix(whatsapp): add reconnect safety timer to connection controller](https://github.com/openclaw/openclaw/pull/65758) — open
2469
  - [Issue #36659: feat: configurable retry policy for WhatsApp outbound message sends](https://github.com/openclaw/openclaw/issues/36659) — open
2470
 
2471
+ ### `wirjo`
2472
+
2473
+ - profile: [github.com/wirjo](https://github.com/wirjo)
2474
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Awirjo)
2475
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Awirjo)
2476
+ - repo first seen: `2026-04-06T11:49:31Z`
2477
+ - repo last seen: `2026-04-19T09:52:41Z`
2478
+ - first seen in snapshot: **no**
2479
+ - repo association: **CONTRIBUTOR**
2480
+ - repo primary artifacts: **8**
2481
+ - snapshot authored PRs/issues: **7 PRs / 1 issues**
2482
+ - snapshot discussion activity: **26 comments / 1 reviews / 0 review comments**
2483
+ - account age: **5970 days**
2484
+ - recent public PR activity: **5 PRs** (0 merged / 2 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **40%**, open rate **60%**)
2485
+ - public orgs: none visible
2486
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
2487
+ - heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
2488
+
2489
+ Example artifacts:
2490
+ - [PR #68903: fix(amazon-bedrock-mantle): refresh IAM bearer token via resolveConfigApiKey cache lookup](https://github.com/openclaw/openclaw/pull/68903) — open
2491
+ - [PR #68730: feat(amazon-bedrock-mantle): add Claude Opus 4.7 via per-model Anthropic Messages API override](https://github.com/openclaw/openclaw/pull/68730) — open
2492
+ - [PR #68725: feat(amazon-bedrock-mantle): add known context windows for open-weight Mantle models](https://github.com/openclaw/openclaw/pull/68725) — open
2493
+ - [Issue #68900: [Bug]: amazon-bedrock-mantle: IAM-generated bearer token not refreshed after discovery, expires causing silent auth failures](https://github.com/openclaw/openclaw/issues/68900) — open
2494
+
2495
  ### `coder999999999`
2496
 
2497
  - profile: [github.com/coder999999999](https://github.com/coder999999999)
 
2979
  - [PR #66066: fix(nextcloud-talk): align replay test callback contract](https://github.com/openclaw/openclaw/pull/66066) — open
2980
  - [PR #66064: fix(feishu): add wait-timeout support to lifecycle helper](https://github.com/openclaw/openclaw/pull/66064) — open
2981
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2982
  ### `ZehanXu-Doncic`
2983
 
2984
  - profile: [github.com/ZehanXu-Doncic](https://github.com/ZehanXu-Doncic)
 
3002
  - [PR #67018: refactor(ios): extract TTS format strings to constants](https://github.com/openclaw/openclaw/pull/67018) — open
3003
  - [PR #67015: feat(ios): make GatewayConnectionIssue requestId extraction case-inse…](https://github.com/openclaw/openclaw/pull/67015) — open
3004
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3005
  ### `kesslerio`
3006
 
3007
  - profile: [github.com/kesslerio](https://github.com/kesslerio)
 
3145
  - [PR #66199: security: wrap iMessage inbound DM body via wrapExternalContent](https://github.com/openclaw/openclaw/pull/66199) — open
3146
  - [PR #66198: security: wrap Signal inbound DM body via wrapExternalContent](https://github.com/openclaw/openclaw/pull/66198) — open
3147
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3148
  ### `GaosCode`
3149
 
3150
  - profile: [github.com/GaosCode](https://github.com/GaosCode)
 
3921
  - [Issue #68723: memory-core: cron-fired dreaming writes raw memory snippets to DREAMS.md because subagent runtime is request-scoped](https://github.com/openclaw/openclaw/issues/68723) — closed
3922
  - [Issue #66194: Feature Request: Slack Socket Mode slash command event handling](https://github.com/openclaw/openclaw/issues/66194) — open
3923
 
3924
+ ### `chat2way`
3925
+
3926
+ - profile: [github.com/chat2way](https://github.com/chat2way)
3927
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achat2way)
3928
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achat2way)
3929
+ - repo first seen: `2026-04-19T08:15:34Z`
3930
+ - repo last seen: `2026-04-19T10:14:05Z`
3931
+ - first seen in snapshot: **no**
3932
+ - repo association: **NONE**
3933
+ - repo primary artifacts: **4**
3934
+ - snapshot authored PRs/issues: **3 PRs / 1 issues**
3935
+ - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
3936
+ - account age: **57 days**
3937
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
3938
+ - public orgs: none visible
3939
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
3940
+ - heuristic read: **very new account; high open PR share; targets high-star repos**
3941
+
3942
+ Example artifacts:
3943
+ - [PR #68911: fix: allow browser tool via HTTP API /tools/invoke](https://github.com/openclaw/openclaw/pull/68911) — open
3944
+ - [PR #68899: fix: allow browser tool to work via HTTP API /tools/invoke](https://github.com/openclaw/openclaw/pull/68899) — closed
3945
+ - [PR #68879: fix: allow browser tool to work via HTTP API /tools/invoke](https://github.com/openclaw/openclaw/pull/68879) — closed
3946
+ - [Issue #68874: Bug: HTTP API /tools/invoke returns 'Tool not available: browser'](https://github.com/openclaw/openclaw/issues/68874) — closed
3947
+
3948
  ### `yoanndefay`
3949
 
3950
  - profile: [github.com/yoanndefay](https://github.com/yoanndefay)
 
4061
  - [PR #68558: fix(auto-reply): stop rendering misleading /compact labels on small sessions](https://github.com/openclaw/openclaw/pull/68558) — open
4062
  - [PR #68557: fix(ui): include cache tokens in ctx% badge and cache-hit-rate](https://github.com/openclaw/openclaw/pull/68557) — open
4063
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4064
  ### `evgyur`
4065
 
4066
  - profile: [github.com/evgyur](https://github.com/evgyur)
 
4268
  - [PR #67456: fix: package qa-channel public surface](https://github.com/openclaw/openclaw/pull/67456) — closed
4269
  - [PR #66788: memory-wiki: fix native relative report links](https://github.com/openclaw/openclaw/pull/66788) — closed
4270
 
4271
+ ### `Sanjays2402`
4272
+
4273
+ - profile: [github.com/Sanjays2402](https://github.com/Sanjays2402)
4274
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ASanjays2402)
4275
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ASanjays2402)
4276
+ - repo first seen: `2026-04-19T08:04:49Z`
4277
+ - repo last seen: `2026-04-19T09:34:33Z`
4278
+ - first seen in snapshot: **no**
4279
+ - repo association: **NONE**
4280
+ - repo primary artifacts: **3**
4281
+ - snapshot authored PRs/issues: **3 PRs / 0 issues**
4282
+ - snapshot discussion activity: **5 comments / 2 reviews / 2 review comments**
4283
+ - account age: **2519 days**
4284
+ - recent public PR activity: **7 PRs** (0 merged / 0 closed-unmerged / 7 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4285
+ - public orgs: none visible
4286
+ - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
4287
+ - heuristic read: **high open PR share**
4288
+
4289
+ Example artifacts:
4290
+ - [PR #68894: fix(onboard): don't suggest Homebrew on non-macOS/Linux platforms (closes #68893)](https://github.com/openclaw/openclaw/pull/68894) — open
4291
+ - [PR #68876: fix(memory): filter cron-triggered sessions and NO_REPLY sentinels from dreaming corpus (addresses #68449)](https://github.com/openclaw/openclaw/pull/68876) — open
4292
+ - [PR #68873: fix(auto-reply): dedupe block replies on normalized media paths (fixes #68862)](https://github.com/openclaw/openclaw/pull/68873) — closed
4293
+
4294
  ### `SimbaKingjoe`
4295
 
4296
  - profile: [github.com/SimbaKingjoe](https://github.com/SimbaKingjoe)
 
4430
  - [PR #65826: build(deps): bump the android-deps group across 1 directory with 16 updates](https://github.com/openclaw/openclaw/pull/65826) — open
4431
  - [PR #65099: chore(deps): bump actions/create-github-app-token from 2 to 3.0.0](https://github.com/openclaw/openclaw/pull/65099) — open
4432
 
4433
+ ### `chen-zhang-cs-code`
4434
+
4435
+ - profile: [github.com/chen-zhang-cs-code](https://github.com/chen-zhang-cs-code)
4436
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achen-zhang-cs-code)
4437
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achen-zhang-cs-code)
4438
+ - repo first seen: `2026-03-18T08:15:21Z`
4439
+ - repo last seen: `2026-04-19T09:58:43Z`
4440
+ - first seen in snapshot: **no**
4441
+ - repo association: **CONTRIBUTOR**
4442
+ - repo primary artifacts: **6**
4443
+ - snapshot authored PRs/issues: **6 PRs / 0 issues**
4444
+ - snapshot discussion activity: **19 comments / 1 reviews / 1 review comments**
4445
+ - account age: **118 days**
4446
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4447
+ - public orgs: none visible
4448
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
4449
+ - heuristic read: **young account; high open PR share; targets high-star repos**
4450
+
4451
+ Example artifacts:
4452
+ - [PR #68906: fix(media): avoid double-prefixing qualified image models](https://github.com/openclaw/openclaw/pull/68906) — open
4453
+ - [PR #68858: fix(cron): parse PowerShell tools allow list](https://github.com/openclaw/openclaw/pull/68858) — closed, merged
4454
+ - [PR #64650: fix(telegram): honor channel-level topic prompts in multi-account mode](https://github.com/openclaw/openclaw/pull/64650) — open
4455
+
4456
  ### `feiskyer`
4457
 
4458
  - profile: [github.com/feiskyer](https://github.com/feiskyer)
 
4524
  - [PR #68872: docs(acp): clarify Claude/Codex settings inheritance](https://github.com/openclaw/openclaw/pull/68872) — open
4525
  - [PR #65242: fix: CompletionDeliveryGate to prevent duplicate ACP completion delivery](https://github.com/openclaw/openclaw/pull/65242) — open
4526
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4527
  ### `jhsmith409`
4528
 
4529
  - profile: [github.com/jhsmith409](https://github.com/jhsmith409)
 
4769
  - [PR #67923: fix(memory-core): show light-only dreaming state in memory status](https://github.com/openclaw/openclaw/pull/67923) — open
4770
  - [PR #63666: test(imessage): cover reflected assistant-content inbound drop](https://github.com/openclaw/openclaw/pull/63666) — open
4771
 
4772
+ ### `damselem`
4773
+
4774
+ - profile: [github.com/damselem](https://github.com/damselem)
4775
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Adamselem)
4776
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adamselem)
4777
+ - repo first seen: `2026-04-12T09:37:25Z`
4778
+ - repo last seen: `2026-04-16T07:48:39Z`
4779
+ - first seen in snapshot: **no**
4780
+ - repo association: **CONTRIBUTOR**
4781
+ - repo primary artifacts: **3**
4782
+ - snapshot authored PRs/issues: **3 PRs / 0 issues**
4783
+ - snapshot discussion activity: **4 comments / 4 reviews / 0 review comments**
4784
+ - account age: **6104 days**
4785
+ - recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
4786
+ - public orgs: none visible
4787
+ - compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
4788
+ - heuristic read: **no visible non-self stars**
4789
+
4790
+ Example artifacts:
4791
+ - [PR #67427: fix(agents): add compat.supportsPromptCacheKey to opt out of prompt_cache_key strip](https://github.com/openclaw/openclaw/pull/67427) — closed, merged
4792
+ - [PR #66106: fix(media-understanding): support allowPrivateNetwork in tools.media.audio.request](https://github.com/openclaw/openclaw/pull/66106) — open
4793
+ - [PR #65282: fix(agents): ignore ACP-only streamTo on subagent sessions_spawn](https://github.com/openclaw/openclaw/pull/65282) — open
4794
+
4795
  ### `nfredmond`
4796
 
4797
  - profile: [github.com/nfredmond](https://github.com/nfredmond)
 
5269
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Awzhgba)
5270
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Awzhgba)
5271
  - repo first seen: `2026-04-14T16:57:48Z`
5272
+ - repo last seen: `2026-04-19T09:22:06Z`
5273
  - first seen in snapshot: **no**
5274
  - repo association: **NONE**
5275
  - repo primary artifacts: **3**
5276
  - snapshot authored PRs/issues: **2 PRs / 1 issues**
5277
+ - snapshot discussion activity: **4 comments / 1 reviews / 1 review comments**
5278
  - account age: **4060 days**
5279
  - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
5280
  - public orgs: none visible
 
6254
  - [PR #65947: fix(codex): materialize synthetic auth in catalog](https://github.com/openclaw/openclaw/pull/65947) — closed
6255
  - [PR #65830: fix: skip invalid PI custom model providers](https://github.com/openclaw/openclaw/pull/65830) — closed
6256
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6257
  ### `seoseo-ai`
6258
 
6259
  - profile: [github.com/seoseo-ai](https://github.com/seoseo-ai)
 
6452
  - [PR #68792: fix(process): shim claude on Windows child spawns](https://github.com/openclaw/openclaw/pull/68792) — open
6453
  - [PR #68106: fix(lobster): surface workflow path errors](https://github.com/openclaw/openclaw/pull/68106) — open
6454
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6455
  ### `yangxiyucs`
6456
 
6457
  - profile: [github.com/yangxiyucs](https://github.com/yangxiyucs)
 
6658
  - [PR #56391: fix(agents): replace blank tool names with sentinel to prevent dispatch loops](https://github.com/openclaw/openclaw/pull/56391) — open
6659
  - [PR #50200: fix(slack): fetch fresh download URL via files.info for DM file attachments](https://github.com/openclaw/openclaw/pull/50200) — open
6660
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6661
  ### `saitama3292-onepunch`
6662
 
6663
  - profile: [github.com/saitama3292-onepunch](https://github.com/saitama3292-onepunch)
 
6704
  - [PR #53875: fix: allow compact retry after failed session compaction](https://github.com/openclaw/openclaw/pull/53875) — closed, merged
6705
  - [PR #53843: Webchat: handle bare /compact as session compaction](https://github.com/openclaw/openclaw/pull/53843) — closed, merged
6706
 
6707
+ ### `Kyzcreig`
6708
+
6709
+ - profile: [github.com/Kyzcreig](https://github.com/Kyzcreig)
6710
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AKyzcreig)
6711
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AKyzcreig)
6712
+ - repo first seen: `2026-03-26T04:03:04Z`
6713
+ - repo last seen: `2026-04-17T04:56:22Z`
6714
+ - first seen in snapshot: **no**
6715
+ - repo association: **NONE**
6716
+ - repo primary artifacts: **9**
6717
+ - snapshot authored PRs/issues: **4 PRs / 5 issues**
6718
+ - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
6719
+ - account age: **4208 days**
6720
+ - recent public PR activity: **7 PRs** (3 merged / 1 closed-unmerged / 3 open; merged rate **43%**, closed-unmerged rate **14%**, open rate **43%**)
6721
+ - public orgs: none visible
6722
+ - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
6723
+ - heuristic read: **high open PR share; targets high-star repos**
6724
+
6725
+ Example artifacts:
6726
+ - [PR #66398: feat: instrument active-memory embedded runs](https://github.com/openclaw/openclaw/pull/66398) — closed
6727
+ - [PR #65284: fix(context): avoid stale provider context window collisions](https://github.com/openclaw/openclaw/pull/65284) — open
6728
+ - [PR #65134: fix: use completeSimple for LLM slug generation instead of runEmbeddedPiAgent](https://github.com/openclaw/openclaw/pull/65134) — open
6729
+ - [Issue #64721: Cron tool schema missing model/timeout/contextTokens/maxSpendUsd fields](https://github.com/openclaw/openclaw/issues/64721) — open
6730
+ - [Issue #64327: Include effective contextTokens limit in hook event context](https://github.com/openclaw/openclaw/issues/64327) — open
6731
+ - [Issue #64268: Emit llm_output per-LLM-call in agentic loops, not just once per turn](https://github.com/openclaw/openclaw/issues/64268) — open
6732
+
6733
  ### `fuller-stack-dev`
6734
 
6735
  - profile: [github.com/fuller-stack-dev](https://github.com/fuller-stack-dev)
 
7550
  - [PR #67604: fix(openclaw): reclaim idle cron parent sessions after completed runs](https://github.com/openclaw/openclaw/pull/67604) — open
7551
  - [PR #64110: feat: Deleting scheduled tasks also clears tasks in the queue.](https://github.com/openclaw/openclaw/pull/64110) — open
7552
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7553
  ### `rhinoroo`
7554
 
7555
  - profile: [github.com/rhinoroo](https://github.com/rhinoroo)
 
7616
  - [PR #67692: Feat/acp tui lazy init](https://github.com/openclaw/openclaw/pull/67692) — open
7617
  - [PR #53806: Channels: resolve installed channel plugins in add](https://github.com/openclaw/openclaw/pull/53806) — open
7618
 
7619
+ ### `weichengdeng`
7620
+
7621
+ - profile: [github.com/weichengdeng](https://github.com/weichengdeng)
7622
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aweichengdeng)
7623
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aweichengdeng)
7624
+ - repo first seen: `2026-04-12T10:16:34Z`
7625
+ - repo last seen: `2026-04-12T10:46:49Z`
7626
+ - first seen in snapshot: **no**
7627
+ - repo association: **NONE**
7628
+ - repo primary artifacts: **2**
7629
+ - snapshot authored PRs/issues: **2 PRs / 0 issues**
7630
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
7631
+ - account age: **905 days**
7632
+ - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
7633
+ - public orgs: none visible
7634
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
7635
+ - heuristic read: **high open PR share; targets high-star repos**
7636
+
7637
+ Example artifacts:
7638
+ - [PR #65301: Fix/send poll intent detection clean](https://github.com/openclaw/openclaw/pull/65301) — open
7639
+ - [PR #65295: fix: avoid misclassifying send poll metadata as poll intent(Weixin plugin)](https://github.com/openclaw/openclaw/pull/65295) — open
7640
+
7641
  ### `wittam-01`
7642
 
7643
  - profile: [github.com/wittam-01](https://github.com/wittam-01)
 
8373
  - [PR #68310: fix(pi-embedded-runner): retry silent stopReason=error turns (non-frontier models)](https://github.com/openclaw/openclaw/pull/68310) — open
8374
  - [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
8375
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8376
  ### `d1rshan`
8377
 
8378
  - profile: [github.com/d1rshan](https://github.com/d1rshan)
 
8527
  - [PR #65629: fix: user-facing Gemini auth errors + /connect_ai_subscription command](https://github.com/openclaw/openclaw/pull/65629) — open
8528
  - [Issue #63833: -](https://github.com/openclaw/openclaw/issues/63833) — closed
8529
 
8530
+ ### `esqandil`
8531
+
8532
+ - profile: [github.com/esqandil](https://github.com/esqandil)
8533
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aesqandil)
8534
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aesqandil)
8535
+ - repo first seen: `2026-04-13T13:40:20Z`
8536
+ - repo last seen: `2026-04-19T10:03:03Z`
8537
+ - first seen in snapshot: **no**
8538
+ - repo association: **NONE**
8539
+ - repo primary artifacts: **2**
8540
+ - snapshot authored PRs/issues: **1 PRs / 1 issues**
8541
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
8542
+ - account age: **155 days**
8543
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
8544
+ - public orgs: none visible
8545
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
8546
+ - heuristic read: **young account; high open PR share; no visible non-self stars; targets high-star repos**
8547
+
8548
+ Example artifacts:
8549
+ - [PR #68909: fix(daemon): probe system bus and cgroup-aware dedup for gateway status](https://github.com/openclaw/openclaw/pull/68909) — open
8550
+ - [Issue #65963: Dreaming: session sprawl, missing model override, no auto-cleanup](https://github.com/openclaw/openclaw/issues/65963) — open
8551
+
8552
  ### `fmercurio`
8553
 
8554
  - profile: [github.com/fmercurio](https://github.com/fmercurio)
 
11395
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AFantoX)
11396
  - repo first seen: `2026-04-19T08:46:47Z`
11397
  - repo last seen: `2026-04-19T08:46:47Z`
11398
+ - first seen in snapshot: **no**
11399
  - repo association: **NONE**
11400
  - repo primary artifacts: **1**
11401
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
13152
  Example artifacts:
13153
  - [PR #67477: fix(whatsapp): emit hooks for auto-replies](https://github.com/openclaw/openclaw/pull/67477) — open
13154
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
13155
  ### `lilesjtu`
13156
 
13157
  - profile: [github.com/lilesjtu](https://github.com/lilesjtu)
 
16121
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Azaimaopeng)
16122
  - repo first seen: `2026-04-18T13:00:18Z`
16123
  - repo last seen: `2026-04-19T08:30:12Z`
16124
+ - first seen in snapshot: **no**
16125
  - repo association: **NONE**
16126
  - repo primary artifacts: **1**
16127
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
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