evalstate HF Staff commited on
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1 Parent(s): 4793e8c

Refresh openclaw dataset snapshot 20260418T032034Z

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  - eval set creation
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  Notes:
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40445
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40447
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40460
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40461
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40462
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40463
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40464
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40465
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40466
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40467
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40468
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40469
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40470
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40471
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40472
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40473
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40474
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40475
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40476
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40477
+ "author_login": "Luckymingxuan",
40478
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40479
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40480
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40481
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40482
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40490
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40495
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40496
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40497
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40498
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40499
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40500
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40501
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40517
  "pull_requests": [
40518
  {
40519
  "kind": "pull_request",
40520
+ "number": 67505,
40521
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40522
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40523
  "state": "open",
40524
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40525
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40526
+ "created_at": "2026-04-16T04:21:17Z"
40527
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40528
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40529
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40531
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40532
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40533
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40534
+ "author_login": "Luckywolf82",
40535
  "name": null,
40536
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40537
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40538
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40539
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40540
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40542
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40543
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40552
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40553
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40554
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40555
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40556
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40557
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40558
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40559
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40560
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40561
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40562
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40563
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40564
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40565
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40566
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40567
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40568
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40569
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40570
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40571
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40572
  },
40573
  "examples": {
40574
  "pull_requests": [
40575
  {
40576
  "kind": "pull_request",
40577
+ "number": 66572,
40578
+ "title": "fix: honor cfg-compatible capability provider resolution before partial active registries",
40579
+ "url": "https://github.com/openclaw/openclaw/pull/66572",
40580
+ "state": "open",
40581
  "merged": false,
40582
  "draft": false,
40583
+ "created_at": "2026-04-14T13:39:02Z"
40584
  }
40585
  ],
40586
  "issues": []
 
40588
  "fetch_error": null
40589
  },
40590
  {
40591
+ "author_login": "Luuuk12321",
40592
  "name": null,
40593
+ "profile_url": "https://github.com/Luuuk12321",
40594
+ "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALuuuk12321",
40595
+ "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALuuuk12321",
40596
+ "repo_first_seen_at": "2026-04-17T06:54:14Z",
40597
+ "repo_last_seen_at": "2026-04-17T06:54:14Z",
40598
  "repo_primary_artifact_count": 1,
40599
  "repo_artifact_count": 1,
40600
  "snapshot_issue_count": 0,
 
40609
  "report_reason": null,
40610
  "enrichment_source": "previous_report",
40611
  "live_refetch_skipped": true,
40612
+ "account_age_days": 2396,
40613
  "young_account": false,
40614
  "follow_through_score": "weak",
40615
  "breadth_score": "low",
 
40631
  "pull_requests": [
40632
  {
40633
  "kind": "pull_request",
40634
+ "number": 68019,
40635
+ "title": "feat(memory-core): add multi-strategy chunking support",
40636
+ "url": "https://github.com/openclaw/openclaw/pull/68019",
40637
  "state": "open",
40638
  "merged": false,
40639
  "draft": false,
40640
+ "created_at": "2026-04-17T06:54:14Z"
40641
+ }
40642
+ ],
40643
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40644
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40645
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40646
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40647
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40648
+ "author_login": "luyuehm",
40649
+ "name": null,
40650
+ "profile_url": "https://github.com/luyuehm",
40651
+ "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aluyuehm",
40652
+ "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aluyuehm",
40653
+ "repo_first_seen_at": "2026-04-15T22:50:49Z",
40654
+ "repo_last_seen_at": "2026-04-15T22:50:49Z",
40655
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40656
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40657
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40658
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40659
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40660
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40661
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40662
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40663
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40664
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40665
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40666
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40667
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40668
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40669
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40670
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40671
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40672
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40673
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40674
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40675
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40676
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40677
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40678
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40679
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40680
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40681
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40682
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40683
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40684
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40685
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40686
+ },
40687
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40688
+ "pull_requests": [
40689
+ {
40690
+ "kind": "pull_request",
40691
+ "number": 67418,
40692
+ "title": "fix(channels): return null when no channels available in registry",
40693
+ "url": "https://github.com/openclaw/openclaw/pull/67418",
40694
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40695
+ "merged": false,
40696
+ "draft": false,
40697
+ "created_at": "2026-04-15T22:50:49Z"
40698
  }
40699
  ],
40700
  "issues": []
 
44723
  "snapshot_review_count": 0,
44724
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44725
  "repo_association": "NONE",
44726
+ "new_to_repo": false,
44727
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44728
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44729
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44730
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44731
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44732
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44733
  "young_account": false,
44734
  "follow_through_score": "mixed",
 
46364
  },
46365
  "fetch_error": null
46366
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
46367
  {
46368
  "author_login": "TerryFYL",
46369
  "name": "\u7530\u5360\u9704\uff08Zhanxiao Tian\uff09",
 
47993
  "snapshot_review_count": 0,
47994
  "snapshot_review_comment_count": 0,
47995
  "repo_association": "NONE",
47996
+ "new_to_repo": false,
47997
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47998
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47999
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48000
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48001
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48002
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48003
  "young_account": false,
48004
  "follow_through_score": "weak",
 
48024
  "number": 68358,
48025
  "title": "clawmerge",
48026
  "url": "https://github.com/openclaw/openclaw/pull/68358",
48027
+ "state": "closed",
48028
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48029
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48030
  "created_at": "2026-04-18T02:05:23Z"
 
48451
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48452
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48453
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48454
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48457
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48459
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48460
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48461
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48462
  "follow_through_score": "weak",
new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: openclaw/openclaw
2
 
3
- - Snapshot: `20260418T022035Z`
4
- - Generated: `2026-04-18T02:23:09Z`
5
  - Activity window: `7d`
6
- - Contributors: `721`
7
 
8
  ## Summary
9
 
@@ -13,12 +13,12 @@
13
  | `vincentkoc` | [profile](https://github.com/vincentkoc) | no | MEMBER | 6420d | `2026-02-03T19:03:56Z` | 51 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
14
  | `100yenadmin` | [profile](https://github.com/100yenadmin) | no | CONTRIBUTOR | 178d | `2026-03-15T18:31:56Z` | 49 | 48 | weak | moderate | medium | young account; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
15
  | `hclsys` | [profile](https://github.com/hclsys) | no | CONTRIBUTOR | 4339d | `2026-01-29T06:32:51Z` | 38 | 0 | weak | low | high | very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
16
- | `neeravmakwana` | [profile](https://github.com/neeravmakwana) | no | CONTRIBUTOR | 64d | `2026-02-24T02:57:36Z` | 37 | 0 | weak | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
17
  | `nightq` | [profile](https://github.com/nightq) | no | CONTRIBUTOR | 4825d | `2026-04-01T13:17:35Z` | 36 | 1 | weak | low | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
18
  | `w-sss` | [profile](https://github.com/w-sss) | no | CONTRIBUTOR | 391d | `2026-03-16T09:14:04Z` | 34 | 0 | weak | low | low | high open PR share; targets high-star repos |
19
  | `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 |
20
  | `Takhoffman` | [profile](https://github.com/Takhoffman) | no | CONTRIBUTOR | 5455d | `2026-01-27T16:37:08Z` | 29 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
21
- | `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 25 | 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
  | `kagura-agent` | [profile](https://github.com/kagura-agent) | no | NONE | 32d | `2026-03-18T00:16:55Z` | 22 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
24
  | `Yanhu007` | [profile](https://github.com/Yanhu007) | no | CONTRIBUTOR | 4741d | `2026-04-10T13:40:56Z` | 22 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
@@ -71,7 +71,7 @@
71
  | `MonkeyLeeT` | [profile](https://github.com/MonkeyLeeT) | no | CONTRIBUTOR | 4437d | `2026-03-02T15:37:21Z` | 8 | 0 | weak | low | low | high open PR share; targets high-star repos |
72
  | `mushuiyu886` | [profile](https://github.com/mushuiyu886) | no | NONE | 37d | `2026-04-10T05:26:47Z` | 8 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
73
  | `onutc` | [profile](https://github.com/onutc) | no | CONTRIBUTOR | 874d | `2026-01-08T12:30:20Z` | 8 | 0 | strong | low | low | targets high-star repos |
74
- | `OwenYWT` | [profile](https://github.com/OwenYWT) | no | NONE | 1471d | `2026-04-10T09:45:23Z` | 8 | 0 | weak | low | low | high open PR share; targets high-star repos |
75
  | `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 |
76
  | `jetd1` | [profile](https://github.com/jetd1) | no | CONTRIBUTOR | 3810d | `2026-04-09T03:07:08Z` | 7 | 2 | weak | low | low | high open PR share; targets high-star repos |
77
  | `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 |
@@ -96,6 +96,7 @@
96
  | `neofdezf-cloud` | [profile](https://github.com/neofdezf-cloud) | no | NONE | 19d | `2026-04-11T10:11:35Z` | 6 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
97
  | `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 |
98
  | `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 |
 
99
  | `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 |
100
  | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
101
  | `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 |
@@ -108,7 +109,6 @@
108
  | `sharkqwy` | [profile](https://github.com/sharkqwy) | no | NONE | 5196d | `2026-03-24T04:06:08Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
109
  | `skylee-01` | [profile](https://github.com/skylee-01) | no | NONE | 2648d | `2026-04-14T12:14:20Z` | 5 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
110
  | `suboss87` | [profile](https://github.com/suboss87) | no | CONTRIBUTOR | 4078d | `2026-03-13T04:40:38Z` | 5 | 0 | mixed | low | low | high open PR share; targets high-star repos |
111
- | `visionik` | [profile](https://github.com/visionik) | no | CONTRIBUTOR | 6279d | `2026-01-02T09:08:10Z` | 5 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
112
  | `zhanggpcsu` | [profile](https://github.com/zhanggpcsu) | no | NONE | 2d | `2026-04-14T07:10:06Z` | 5 | 0 | weak | low | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
113
  | `ztexydt-cqh` | [profile](https://github.com/ztexydt-cqh) | no | NONE | 1d | `2026-04-16T16:11:40Z` | 5 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
114
  | `alexander-applyinnovations` | [profile](https://github.com/alexander-applyinnovations) | no | CONTRIBUTOR | 1334d | `2026-04-10T07:50:12Z` | 4 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -123,13 +123,11 @@
123
  | `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 4 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
124
  | `bde1` | [profile](https://github.com/bde1) | no | CONTRIBUTOR | ?d | `2026-04-11T14:50:02Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
125
  | `bulutmuf` | [profile](https://github.com/bulutmuf) | no | NONE | 340d | `2026-04-15T13:34:46Z` | 4 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
126
- | `chen-zhang-cs-code` | [profile](https://github.com/chen-zhang-cs-code) | no | CONTRIBUTOR | 115d | `2026-03-18T08:15:21Z` | 4 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
127
  | `dutifulbob` | [profile](https://github.com/dutifulbob) | no | CONTRIBUTOR | 60d | `2026-02-22T13:07:44Z` | 4 | 0 | strong | moderate | low | very new account; high recent PR volume; no visible non-self stars |
128
  | `holeshotclaw` | [profile](https://github.com/holeshotclaw) | no | NONE | 12d | `2026-04-14T22:45:43Z` | 4 | 0 | n/a | low | medium | very new account; no visible non-self stars |
129
  | `hoyanhan` | [profile](https://github.com/hoyanhan) | no | NONE | 2697d | `2026-04-16T11:24:49Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
130
  | `KeWang0622` | [profile](https://github.com/KeWang0622) | no | NONE | 3176d | `2026-04-12T22:12:52Z` | 4 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
131
  | `moorsecopers99` | [profile](https://github.com/moorsecopers99) | no | NONE | 2665d | `2026-04-15T11:43:40Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
132
- | `Rahulkumar070` | [profile](https://github.com/Rahulkumar070) | no | CONTRIBUTOR | 874d | `2026-04-10T20:11:58Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
133
  | `RoLuoGan` | [profile](https://github.com/RoLuoGan) | no | NONE | 575d | `2026-04-14T03:58:53Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
134
  | `ryanngit` | [profile](https://github.com/ryanngit) | no | CONTRIBUTOR | 1984d | `2026-04-12T15:09:17Z` | 4 | 0 | weak | low | low | high open PR share |
135
  | `samrusani` | [profile](https://github.com/samrusani) | no | CONTRIBUTOR | 3856d | `2026-04-12T06:30:02Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
@@ -165,8 +163,10 @@
165
  | `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 |
166
  | `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 |
167
  | `steipete` | [profile](https://github.com/steipete) | no | CONTRIBUTOR | 6258d | `2025-11-26T16:46:20Z` | 4 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 
168
  | `extrasmall0` | [profile](https://github.com/extrasmall0) | no | CONTRIBUTOR | 77d | `2026-03-07T15:35:58Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
169
  | `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 |
 
170
  | `glfruit` | [profile](https://github.com/glfruit) | no | NONE | 4773d | `2026-04-09T14:53:44Z` | 3 | 4 | weak | low | low | high open PR share; targets high-star repos |
171
  | `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 |
172
  | `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 |
@@ -174,6 +174,7 @@
174
  | `bek91` | [profile](https://github.com/bek91) | no | NONE | 2144d | `2026-04-10T20:34:48Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
175
  | `GaosCode` | [profile](https://github.com/GaosCode) | no | CONTRIBUTOR | 632d | `2026-04-09T08:32:17Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
176
  | `richardclawbot` | [profile](https://github.com/richardclawbot) | no | NONE | 31d | `2026-04-10T17:07:12Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 
177
  | `cyrusaf` | [profile](https://github.com/cyrusaf) | no | NONE | 5495d | `2026-04-11T05:53:50Z` | 2 | 4 | weak | low | low | high open PR share; targets high-star repos |
178
  | `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 |
179
  | `leaderlemon` | [profile](https://github.com/leaderlemon) | no | NONE | 1559d | `2026-04-13T09:58:26Z` | 2 | 3 | weak | low | low | targets high-star repos |
@@ -187,7 +188,6 @@
187
  | `BenediktSchackenberg` | [profile](https://github.com/BenediktSchackenberg) | no | NONE | 4476d | `2026-03-05T08:55:12Z` | 2 | 1 | mixed | low | low | high open PR share; targets high-star repos |
188
  | `estack-takeda-yorichika` | [profile](https://github.com/estack-takeda-yorichika) | no | NONE | 2633d | `2026-04-13T06:30:38Z` | 2 | 1 | strong | low | low | high recent PR volume; no visible non-self stars |
189
  | `GodsBoy` | [profile](https://github.com/GodsBoy) | no | CONTRIBUTOR | 4554d | `2026-01-30T20:39:12Z` | 2 | 1 | strong | moderate | low | — |
190
- | `gzsiang` | [profile](https://github.com/gzsiang) | no | NONE | 1093d | `2026-03-18T04:53:40Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
191
  | `HongzhuLiu` | [profile](https://github.com/HongzhuLiu) | no | NONE | 4135d | `2026-04-14T09:36:49Z` | 2 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
192
  | `jeffchen1981-fu` | [profile](https://github.com/jeffchen1981-fu) | no | NONE | 67d | `2026-02-28T09:25:03Z` | 2 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
193
  | `LightDriverCS` | [profile](https://github.com/LightDriverCS) | no | NONE | 89d | `2026-04-13T22:53:03Z` | 2 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
@@ -221,6 +221,7 @@
221
  | `kvnkho` | [profile](https://github.com/kvnkho) | no | NONE | 3116d | `2026-04-13T21:57:52Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
222
  | `leochame` | [profile](https://github.com/leochame) | no | NONE | 495d | `2026-04-13T03:41:33Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
223
  | `Lidang-Jiang` | [profile](https://github.com/Lidang-Jiang) | no | NONE | 1229d | `2026-04-14T02:21:30Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
224
  | `miyago9267` | [profile](https://github.com/miyago9267) | no | NONE | 2409d | `2026-04-17T08:38:57Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
225
  | `mm1ord` | [profile](https://github.com/mm1ord) | no | NONE | 1499d | `2026-04-14T14:45:52Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
226
  | `MoeJaberr` | [profile](https://github.com/MoeJaberr) | no | NONE | 1184d | `2026-04-16T00:50:28Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -268,6 +269,7 @@
268
  | `Arry8` | [profile](https://github.com/Arry8) | no | NONE | 53d | `2026-03-13T19:47:00Z` | 2 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
269
  | `ggzeng` | [profile](https://github.com/ggzeng) | no | NONE | 3560d | `2026-04-09T09:35:59Z` | 2 | 2 | weak | low | low | high open PR share; targets high-star repos |
270
  | `gdibble` | [profile](https://github.com/gdibble) | no | NONE | 5393d | `2026-02-20T17:08:19Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 
271
  | `HDYA` | [profile](https://github.com/HDYA) | no | CONTRIBUTOR | 3851d | `2026-03-24T10:23:05Z` | 2 | 1 | weak | low | low | high open PR share |
272
  | `jakepresent` | [profile](https://github.com/jakepresent) | no | CONTRIBUTOR | 3157d | `2026-03-07T18:48:46Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
273
  | `kamusis` | [profile](https://github.com/kamusis) | no | NONE | 5054d | `2026-01-30T03:47:15Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -288,14 +290,12 @@
288
  | `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 |
289
  | `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 |
290
  | `mitmul` | [profile](https://github.com/mitmul) | no | NONE | 5513d | `2026-04-08T03:40:41Z` | 2 | 0 | strong | low | low | — |
291
- | `rocdesu` | [profile](https://github.com/rocdesu) | no | NONE | 67d | `2026-04-08T00:58:09Z` | 2 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
292
  | `SYU8384` | [profile](https://github.com/SYU8384) | no | NONE | 2209d | `2026-04-09T18:58:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
293
  | `uninhibite-scholar` | [profile](https://github.com/uninhibite-scholar) | no | NONE | 182d | `2026-03-11T05:00:45Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
294
  | `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 |
295
  | `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 |
296
  | `xDarkicex` | [profile](https://github.com/xDarkicex) | no | NONE | 4225d | `2026-03-25T06:09:32Z` | 2 | 0 | mixed | low | low | — |
297
  | `ttomiczek` | [profile](https://github.com/ttomiczek) | no | NONE | 41d | `2026-04-10T05:23:08Z` | 1 | 10 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
298
- | `OpenCodeEngineer` | [profile](https://github.com/OpenCodeEngineer) | no | NONE | 61d | `2026-04-11T01:14:43Z` | 1 | 8 | strong | low | low | very new account; no visible non-self stars; targets high-star repos |
299
  | `JIRBOY` | [profile](https://github.com/JIRBOY) | no | NONE | 2565d | `2026-04-11T06:03:38Z` | 1 | 7 | weak | low | low | high open PR share; targets high-star repos |
300
  | `ismael-81` | [profile](https://github.com/ismael-81) | no | NONE | 10d | `2026-04-10T18:46:07Z` | 1 | 6 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
301
  | `barronlroth` | [profile](https://github.com/barronlroth) | no | CONTRIBUTOR | 4583d | `2026-02-16T19:50:20Z` | 1 | 5 | mixed | low | low | high open PR share; targets high-star repos |
@@ -448,6 +448,7 @@
448
  | `CHECKUPAUTO` | [profile](https://github.com/CHECKUPAUTO) | no | NONE | 458d | `2026-04-11T09:43:25Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
449
  | `chefallan` | [profile](https://github.com/chefallan) | no | NONE | 3155d | `2026-04-12T22:54:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
450
  | `chiyouYCH` | [profile](https://github.com/chiyouYCH) | no | NONE | 3303d | `2026-04-15T06:31:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
451
  | `clemenshelm` | [profile](https://github.com/clemenshelm) | no | NONE | 6022d | `2026-02-22T05:57:34Z` | 1 | 0 | strong | low | low | — |
452
  | `clivemoore` | [profile](https://github.com/clivemoore) | no | NONE | 6223d | `2026-04-17T01:11:28Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
453
  | `CnxLuc` | [profile](https://github.com/CnxLuc) | no | NONE | 2491d | `2026-02-04T07:50:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -512,7 +513,6 @@
512
  | `hondaya01` | [profile](https://github.com/hondaya01) | no | NONE | ?d | `2026-04-12T06:40:40Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
513
  | `Hou-Yufan` | [profile](https://github.com/Hou-Yufan) | no | NONE | 1866d | `2026-04-12T14:51:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
514
  | `houston2394` | [profile](https://github.com/houston2394) | no | NONE | 443d | `2026-04-14T11:55:53Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
515
- | `huangdijia` | [profile](https://github.com/huangdijia) | no | NONE | 4274d | `2026-04-11T03:09:28Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
516
  | `Huangting-xy` | [profile](https://github.com/Huangting-xy) | no | NONE | 38d | `2026-04-11T05:13:54Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
517
  | `huangzynn` | [profile](https://github.com/huangzynn) | no | NONE | 1274d | `2026-04-16T02:22:50Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
518
  | `huiwen01` | [profile](https://github.com/huiwen01) | no | NONE | 1699d | `2026-04-16T19:02:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -532,7 +532,7 @@
532
  | `jamr-erebor` | [profile](https://github.com/jamr-erebor) | no | NONE | 47d | `2026-04-14T23:58:55Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
533
  | `janicduplessis` | [profile](https://github.com/janicduplessis) | no | NONE | 4916d | `2026-04-12T02:54:34Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
534
  | `jason-zimmer` | [profile](https://github.com/jason-zimmer) | no | NONE | 3159d | `2026-04-13T22:47:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
535
- | `jasonmakr` | [profile](https://github.com/jasonmakr) | yes | NONE | 39d | `2026-04-18T02:14:36Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
536
  | `JASSBR` | [profile](https://github.com/JASSBR) | no | NONE | 1585d | `2026-04-13T11:18:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
537
  | `javierdici` | [profile](https://github.com/javierdici) | no | NONE | 1088d | `2026-04-13T03:33:17Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
538
  | `Jay-ju` | [profile](https://github.com/Jay-ju) | no | NONE | 3831d | `2026-04-17T09:23:25Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -587,7 +587,6 @@
587
  | `Luckywolf82` | [profile](https://github.com/Luckywolf82) | no | NONE | 666d | `2026-04-14T13:39:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
588
  | `Luuuk12321` | [profile](https://github.com/Luuuk12321) | no | NONE | 2396d | `2026-04-17T06:54:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
589
  | `luyuehm` | [profile](https://github.com/luyuehm) | no | NONE | 2029d | `2026-04-15T22:50:49Z` | 1 | 0 | weak | low | low | high open PR share |
590
- | `m0x14o` | [profile](https://github.com/m0x14o) | no | NONE | 3930d | `2026-04-13T06:58:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
591
  | `magnusasnes-design` | [profile](https://github.com/magnusasnes-design) | no | NONE | 58d | `2026-04-12T13:53:50Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
592
  | `mala-strand` | [profile](https://github.com/mala-strand) | no | NONE | 72d | `2026-04-14T15:41:27Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
593
  | `Manuel-Jentic` | [profile](https://github.com/Manuel-Jentic) | no | NONE | 354d | `2026-04-16T15:39:52Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
@@ -658,7 +657,7 @@
658
  | `RyanLee-Dev` | [profile](https://github.com/RyanLee-Dev) | no | CONTRIBUTOR | 3069d | `2026-04-11T18:24:18Z` | 1 | 0 | mixed | moderate | low | — |
659
  | `saamuelng601-pixel` | [profile](https://github.com/saamuelng601-pixel) | no | CONTRIBUTOR | 7d | `2026-04-15T03:46:53Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
660
  | `sagarpswc` | [profile](https://github.com/sagarpswc) | no | NONE | 164d | `2026-04-13T09:31:42Z` | 1 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
661
- | `samimjafari` | [profile](https://github.com/samimjafari) | yes | NONE | 728d | `2026-04-18T01:57:49Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
662
  | `SamStep74` | [profile](https://github.com/SamStep74) | no | NONE | 2541d | `2026-04-11T04:45:58Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
663
  | `Schnitzel` | [profile](https://github.com/Schnitzel) | no | NONE | 5469d | `2026-02-04T14:12:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
664
  | `scott-my` | [profile](https://github.com/scott-my) | no | NONE | 272d | `2026-04-15T10:38:40Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -687,7 +686,6 @@
687
  | `tardigrde` | [profile](https://github.com/tardigrde) | no | NONE | 3106d | `2026-04-15T05:54:30Z` | 1 | 0 | weak | low | low | high open PR share |
688
  | `tars90percent` | [profile](https://github.com/tars90percent) | no | CONTRIBUTOR | 107d | `2026-04-13T11:28:23Z` | 1 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
689
  | `tdack` | [profile](https://github.com/tdack) | no | NONE | 5099d | `2026-03-22T00:25:50Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
690
- | `tedglenwright` | [profile](https://github.com/tedglenwright) | no | NONE | 47d | `2026-04-11T02:29:07Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
691
  | `TerryFYL` | [profile](https://github.com/TerryFYL) | no | NONE | 2681d | `2026-02-28T09:43:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
692
  | `TheDillonHall` | [profile](https://github.com/TheDillonHall) | no | NONE | 1109d | `2026-04-17T21:36:47Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
693
  | `TheDragon` | [profile](https://github.com/TheDragon) | no | NONE | 1734d | `2026-04-11T16:46:55Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -716,7 +714,7 @@
716
  | `xantorres` | [profile](https://github.com/xantorres) | no | CONTRIBUTOR | 5749d | `2026-04-15T21:28:16Z` | 1 | 0 | strong | low | low | targets high-star repos |
717
  | `xiaoyu-157` | [profile](https://github.com/xiaoyu-157) | no | NONE | 1954d | `2026-04-15T08:51:24Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
718
  | `xilin2157-bot` | [profile](https://github.com/xilin2157-bot) | no | NONE | 52d | `2026-04-16T07:21:00Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
719
- | `XxXKoZXxX` | [profile](https://github.com/XxXKoZXxX) | yes | NONE | 1938d | `2026-04-18T02:05:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
720
  | `yaelsprikut` | [profile](https://github.com/yaelsprikut) | no | NONE | 4411d | `2026-04-16T05:44:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
721
  | `yananli199307-dev` | [profile](https://github.com/yananli199307-dev) | no | NONE | 36d | `2026-04-13T05:52:54Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
722
  | `YASSINENFAI` | [profile](https://github.com/YASSINENFAI) | no | NONE | 707d | `2026-04-17T22:00:34Z` | 1 | 0 | weak | low | low | high open PR share |
@@ -724,7 +722,7 @@
724
  | `yeyitech` | [profile](https://github.com/yeyitech) | no | NONE | 220d | `2026-04-17T03:58:03Z` | 1 | 0 | weak | moderate | medium | young account; high recent PR volume; high open PR share; targets high-star repos |
725
  | `yidianyiko` | [profile](https://github.com/yidianyiko) | no | NONE | 3869d | `2026-04-14T04:16:32Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
726
  | `yosit` | [profile](https://github.com/yosit) | no | NONE | 6065d | `2026-04-14T13:06:45Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
727
- | `YoungMoneyInvestments` | [profile](https://github.com/YoungMoneyInvestments) | yes | 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 |
728
  | `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 |
729
  | `zeroasterisk` | [profile](https://github.com/zeroasterisk) | no | CONTRIBUTOR | 6430d | `2026-04-11T22:07:01Z` | 1 | 0 | mixed | low | low | targets high-star repos |
730
  | `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 |
@@ -811,12 +809,12 @@ Example artifacts:
811
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahclsys)
812
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahclsys)
813
  - repo first seen: `2026-01-29T06:32:51Z`
814
- - repo last seen: `2026-04-18T00:16:20Z`
815
  - first seen in snapshot: **no**
816
  - repo association: **CONTRIBUTOR**
817
  - repo primary artifacts: **38**
818
  - snapshot authored PRs/issues: **38 PRs / 0 issues**
819
- - snapshot discussion activity: **156 comments / 3 reviews / 3 review comments**
820
  - account age: **4339 days**
821
  - recent public PR activity: **34 PRs** (3 merged / 26 closed-unmerged / 5 open; merged rate **9%**, closed-unmerged rate **76%**, open rate **15%**)
822
  - public orgs: none visible
@@ -834,12 +832,12 @@ Example artifacts:
834
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aneeravmakwana)
835
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aneeravmakwana)
836
  - repo first seen: `2026-02-24T02:57:36Z`
837
- - repo last seen: `2026-04-18T01:52:36Z`
838
  - first seen in snapshot: **no**
839
  - repo association: **CONTRIBUTOR**
840
- - repo primary artifacts: **37**
841
- - snapshot authored PRs/issues: **37 PRs / 0 issues**
842
- - snapshot discussion activity: **102 comments / 3 reviews / 3 review comments**
843
  - account age: **64 days**
844
  - recent public PR activity: **34 PRs** (8 merged / 18 closed-unmerged / 8 open; merged rate **24%**, closed-unmerged rate **53%**, open rate **24%**)
845
  - public orgs: none visible
@@ -847,9 +845,9 @@ Example artifacts:
847
  - heuristic read: **very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
848
 
849
  Example artifacts:
 
850
  - [PR #68351: fix(openrouter): surface reasoning_details visible-text as user output (#68261)](https://github.com/openclaw/openclaw/pull/68351) — closed
851
  - [PR #68349: Ollama: honor Modelfile num_ctx and auto-detect tool support](https://github.com/openclaw/openclaw/pull/68349) — open
852
- - [PR #68114: Infra/fetch-guard: keep guarded fetch on HTTP/1 when pinDns is disabled (#68104)](https://github.com/openclaw/openclaw/pull/68114) — open
853
 
854
  ### `nightq`
855
 
@@ -954,12 +952,12 @@ Example artifacts:
954
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahxy91819)
955
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahxy91819)
956
  - repo first seen: `2026-03-13T11:26:05Z`
957
- - repo last seen: `2026-04-18T01:41:40Z`
958
  - first seen in snapshot: **no**
959
  - repo association: **MEMBER**
960
- - repo primary artifacts: **26**
961
- - snapshot authored PRs/issues: **25 PRs / 1 issues**
962
- - snapshot discussion activity: **119 comments / 26 reviews / 26 review comments**
963
  - account age: **4229 days**
964
  - recent public PR activity: **25 PRs** (18 merged / 3 closed-unmerged / 4 open; merged rate **72%**, closed-unmerged rate **12%**, open rate **16%**)
965
  - public orgs: `openclaw`
@@ -967,9 +965,9 @@ Example artifacts:
967
  - heuristic read: **high recent PR volume; targets high-star repos**
968
 
969
  Example artifacts:
 
970
  - [PR #67920: CI: fix matrix lane shell interpolation in release checks](https://github.com/openclaw/openclaw/pull/67920) — open
971
  - [PR #67909: CI: add pull_request trigger to CodeQL workflow, change schedule to weekly](https://github.com/openclaw/openclaw/pull/67909) — closed
972
- - [PR #67645: CI: add daily schedule to CodeQL workflow](https://github.com/openclaw/openclaw/pull/67645) — closed, merged
973
  - [Issue #64892: [Bug]: Agent self-update bypasses update.run and uses raw npm global upgrade without restarting gateway](https://github.com/openclaw/openclaw/issues/64892) — open
974
 
975
  ### `eleqtrizit`
@@ -1205,9 +1203,9 @@ Example artifacts:
1205
  - heuristic read: **high open PR share; targets high-star repos**
1206
 
1207
  Example artifacts:
1208
- - [PR #68362: fix(whatsapp): align config schema and monitor behavior](https://github.com/openclaw/openclaw/pull/68362) — open
1209
- - [PR #68361: fix(whatsapp): wire shared defaults through accounts.default](https://github.com/openclaw/openclaw/pull/68361) — open
1210
- - [PR #68360: fix(whatsapp): preserve scoped group activation backfill](https://github.com/openclaw/openclaw/pull/68360) — open
1211
  - [Issue #31259: [Feature]: Extract shared helpers from session-cost-usage.ts to enable multi-agent and deleted-session fixes](https://github.com/openclaw/openclaw/issues/31259) — closed
1212
  - [Issue #31155: [Refactor]: Extract shared batch embedding lifecycle from OpenAI/Voyage/Gemini providers](https://github.com/openclaw/openclaw/issues/31155) — closed
1213
  - [Issue #30967: [Refactor]: Unify channel account-list helpers with binding-aware default resolution](https://github.com/openclaw/openclaw/issues/30967) — closed
@@ -1337,12 +1335,12 @@ Example artifacts:
1337
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Agumadeiras)
1338
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Agumadeiras)
1339
  - repo first seen: `2026-01-14T20:41:14Z`
1340
- - repo last seen: `2026-04-18T02:20:50Z`
1341
  - first seen in snapshot: **no**
1342
  - repo association: **MEMBER**
1343
  - repo primary artifacts: **16**
1344
  - snapshot authored PRs/issues: **15 PRs / 1 issues**
1345
- - snapshot discussion activity: **454 comments / 2 reviews / 2 review comments**
1346
  - account age: **4579 days**
1347
  - recent public PR activity: **16 PRs** (13 merged / 1 closed-unmerged / 2 open; merged rate **81%**, closed-unmerged rate **6%**, open rate **12%**)
1348
  - public orgs: `openclaw`
@@ -2206,7 +2204,7 @@ Example artifacts:
2206
  - repo first seen: `2026-04-10T09:45:23Z`
2207
  - repo last seen: `2026-04-12T14:10:40Z`
2208
  - first seen in snapshot: **no**
2209
- - repo association: **NONE**
2210
  - repo primary artifacts: **8**
2211
  - snapshot authored PRs/issues: **8 PRs / 0 issues**
2212
  - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
@@ -2326,12 +2324,12 @@ Example artifacts:
2326
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Arubencu)
2327
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arubencu)
2328
  - repo first seen: `2026-04-13T11:49:44Z`
2329
- - repo last seen: `2026-04-17T23:32:30Z`
2330
  - first seen in snapshot: **no**
2331
  - repo association: **CONTRIBUTOR**
2332
  - repo primary artifacts: **8**
2333
  - snapshot authored PRs/issues: **7 PRs / 1 issues**
2334
- - snapshot discussion activity: **1 comments / 13 reviews / 13 review comments**
2335
  - account age: **4684 days**
2336
  - recent public PR activity: **7 PRs** (3 merged / 0 closed-unmerged / 4 open; merged rate **43%**, closed-unmerged rate **0%**, open rate **57%**)
2337
  - public orgs: none visible
@@ -2782,6 +2780,29 @@ Example artifacts:
2782
  - [PR #66066: fix(nextcloud-talk): align replay test callback contract](https://github.com/openclaw/openclaw/pull/66066) — open
2783
  - [PR #66064: fix(feishu): add wait-timeout support to lifecycle helper](https://github.com/openclaw/openclaw/pull/66064) — open
2784
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2785
  ### `ZehanXu-Doncic`
2786
 
2787
  - profile: [github.com/ZehanXu-Doncic](https://github.com/ZehanXu-Doncic)
@@ -3063,29 +3084,6 @@ Example artifacts:
3063
  - [PR #66544: fix(gateway): exclude heartbeat sender ID from session display name](https://github.com/openclaw/openclaw/pull/66544) — open
3064
  - [PR #66265: fix(build): add subagent-registry.runtime to stable dist entries](https://github.com/openclaw/openclaw/pull/66265) — closed
3065
 
3066
- ### `visionik`
3067
-
3068
- - profile: [github.com/visionik](https://github.com/visionik)
3069
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Avisionik)
3070
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Avisionik)
3071
- - repo first seen: `2026-01-02T09:08:10Z`
3072
- - repo last seen: `2026-04-17T16:25:38Z`
3073
- - first seen in snapshot: **no**
3074
- - repo association: **CONTRIBUTOR**
3075
- - repo primary artifacts: **5**
3076
- - snapshot authored PRs/issues: **5 PRs / 0 issues**
3077
- - snapshot discussion activity: **16 comments / 0 reviews / 0 review comments**
3078
- - account age: **6279 days**
3079
- - recent public PR activity: **12 PRs** (4 merged / 5 closed-unmerged / 3 open; merged rate **33%**, closed-unmerged rate **42%**, open rate **25%**)
3080
- - public orgs: `rayo`, `FAForever`
3081
- - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
3082
- - heuristic read: **many recent closed-unmerged PRs**
3083
-
3084
- Example artifacts:
3085
- - [PR #67876: fix(auth): serialize OAuth refresh across agents to fix #26322](https://github.com/openclaw/openclaw/pull/67876) — closed, merged
3086
- - [PR #67375: test(qa): raise approval-turn-tool-followthrough timeouts for CI stability](https://github.com/openclaw/openclaw/pull/67375) — open
3087
- - [PR #67003: fix(security): 7 P1 hardening fixes — scan-paths, windows-acl, audit-extra](https://github.com/openclaw/openclaw/pull/67003) — closed, merged
3088
-
3089
  ### `zhanggpcsu`
3090
 
3091
  - profile: [github.com/zhanggpcsu](https://github.com/zhanggpcsu)
@@ -3421,29 +3419,6 @@ Example artifacts:
3421
  - [PR #67316: Refactor/optimize infra backoff](https://github.com/openclaw/openclaw/pull/67316) — closed
3422
  - [PR #67283: Refactor/optimize infra backoff](https://github.com/openclaw/openclaw/pull/67283) — closed
3423
 
3424
- ### `chen-zhang-cs-code`
3425
-
3426
- - profile: [github.com/chen-zhang-cs-code](https://github.com/chen-zhang-cs-code)
3427
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achen-zhang-cs-code)
3428
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achen-zhang-cs-code)
3429
- - repo first seen: `2026-03-18T08:15:21Z`
3430
- - repo last seen: `2026-04-11T14:10:39Z`
3431
- - first seen in snapshot: **no**
3432
- - repo association: **CONTRIBUTOR**
3433
- - repo primary artifacts: **4**
3434
- - snapshot authored PRs/issues: **4 PRs / 0 issues**
3435
- - snapshot discussion activity: **12 comments / 1 reviews / 1 review comments**
3436
- - account age: **115 days**
3437
- - recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
3438
- - public orgs: none visible
3439
- - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
3440
- - heuristic read: **young account; high open PR share; targets high-star repos**
3441
-
3442
- Example artifacts:
3443
- - [PR #64650: fix(telegram): honor channel-level topic prompts in multi-account mode](https://github.com/openclaw/openclaw/pull/64650) — open
3444
- - [PR #64632: fix(slack): preserve media roots through custom invoke](https://github.com/openclaw/openclaw/pull/64632) — open
3445
- - [PR #64601: fix(plugins): load bundled setup entries in setup-runtime](https://github.com/openclaw/openclaw/pull/64601) — open
3446
-
3447
  ### `dutifulbob`
3448
 
3449
  - profile: [github.com/dutifulbob](https://github.com/dutifulbob)
@@ -3559,29 +3534,6 @@ Example artifacts:
3559
  - [PR #67533: fix(ui): render uploaded images in Control UI chat after history reload](https://github.com/openclaw/openclaw/pull/67533) — open
3560
  - [PR #67208: fix(memory-wiki): route wiki bridge import CLI through gateway RPC](https://github.com/openclaw/openclaw/pull/67208) — open
3561
 
3562
- ### `Rahulkumar070`
3563
-
3564
- - profile: [github.com/Rahulkumar070](https://github.com/Rahulkumar070)
3565
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ARahulkumar070)
3566
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ARahulkumar070)
3567
- - repo first seen: `2026-04-10T20:11:58Z`
3568
- - repo last seen: `2026-04-11T07:41:45Z`
3569
- - first seen in snapshot: **no**
3570
- - repo association: **CONTRIBUTOR**
3571
- - repo primary artifacts: **4**
3572
- - snapshot authored PRs/issues: **4 PRs / 0 issues**
3573
- - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
3574
- - account age: **874 days**
3575
- - recent public PR activity: **4 PRs** (1 merged / 0 closed-unmerged / 3 open; merged rate **25%**, closed-unmerged rate **0%**, open rate **75%**)
3576
- - public orgs: none visible
3577
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
3578
- - heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
3579
-
3580
- Example artifacts:
3581
- - [PR #64703: fix: parse scientific notation as number in parseConfigValue](https://github.com/openclaw/openclaw/pull/64703) — open
3582
- - [PR #64649: Test/run state machine clamp guard](https://github.com/openclaw/openclaw/pull/64649) — open
3583
- - [PR #64611: Fix/heartbeat task due clock skew](https://github.com/openclaw/openclaw/pull/64611) — open
3584
-
3585
  ### `RoLuoGan`
3586
 
3587
  - profile: [github.com/RoLuoGan](https://github.com/RoLuoGan)
@@ -3726,12 +3678,12 @@ Example artifacts:
3726
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Azhengyuliu047-rgb)
3727
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Azhengyuliu047-rgb)
3728
  - repo first seen: `2026-04-14T04:51:17Z`
3729
- - repo last seen: `2026-04-16T14:20:01Z`
3730
  - first seen in snapshot: **no**
3731
  - repo association: **NONE**
3732
  - repo primary artifacts: **4**
3733
  - snapshot authored PRs/issues: **4 PRs / 0 issues**
3734
- - snapshot discussion activity: **4 comments / 1 reviews / 1 review comments**
3735
  - account age: **88 days**
3736
  - recent public PR activity: **4 PRs** (0 merged / 3 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **75%**, open rate **25%**)
3737
  - public orgs: none visible
@@ -4407,6 +4359,29 @@ Example artifacts:
4407
  - [PR #64298: Refactor agent harness into Codex extension](https://github.com/openclaw/openclaw/pull/64298) — closed, merged
4408
  - [Issue #75: Linux/Windows Clawdbot Apps](https://github.com/openclaw/openclaw/issues/75) — open
4409
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4410
  ### `extrasmall0`
4411
 
4412
  - profile: [github.com/extrasmall0](https://github.com/extrasmall0)
@@ -4453,6 +4428,29 @@ Example artifacts:
4453
  - [PR #65012: fix(memory-wiki): pass app config into CLI metadata registrar](https://github.com/openclaw/openclaw/pull/65012) — closed, merged
4454
  - [PR #64466: fix(memory-core): preserve public artifact visibility through loader cache restore](https://github.com/openclaw/openclaw/pull/64466) — closed
4455
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4456
  ### `glfruit`
4457
 
4458
  - profile: [github.com/glfruit](https://github.com/glfruit)
@@ -4620,6 +4618,31 @@ Example artifacts:
4620
  - [PR #65013: fix(tasks): silence acp child-session completion banners](https://github.com/openclaw/openclaw/pull/65013) — open
4621
  - [PR #64416: fix(acp): normalize completion delivery guidance](https://github.com/openclaw/openclaw/pull/64416) — open
4622
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4623
  ### `cyrusaf`
4624
 
4625
  - profile: [github.com/cyrusaf](https://github.com/cyrusaf)
@@ -4931,29 +4954,6 @@ Example artifacts:
4931
  - [PR #64766: fix(media): disable pinned DNS dispatcher for FormData transcription requests](https://github.com/openclaw/openclaw/pull/64766) — closed, merged
4932
  - [Issue #64762: [Bug]: SSRF guard pinned DNS dispatcher corrupts FormData multipart bodies, breaking audio transcription](https://github.com/openclaw/openclaw/issues/64762) — closed
4933
 
4934
- ### `gzsiang`
4935
-
4936
- - profile: [github.com/gzsiang](https://github.com/gzsiang)
4937
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Agzsiang)
4938
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Agzsiang)
4939
- - repo first seen: `2026-03-18T04:53:40Z`
4940
- - repo last seen: `2026-04-16T09:28:32Z`
4941
- - first seen in snapshot: **no**
4942
- - repo association: **NONE**
4943
- - repo primary artifacts: **3**
4944
- - snapshot authored PRs/issues: **2 PRs / 1 issues**
4945
- - snapshot discussion activity: **14 comments / 0 reviews / 0 review comments**
4946
- - account age: **1093 days**
4947
- - recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4948
- - public orgs: none visible
4949
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
4950
- - heuristic read: **high open PR share; targets high-star repos**
4951
-
4952
- Example artifacts:
4953
- - [PR #64660: fix(agents): support local LLM tool calls and streaming usage via OpenAI-compatible endpoints](https://github.com/openclaw/openclaw/pull/64660) — open
4954
- - [PR #64604: fix(compaction): preserve original error message for unknown compaction failures](https://github.com/openclaw/openclaw/pull/64604) — open
4955
- - [Issue #52221: [Bug] Context monitor shows 0% forever - contextTokens hardcoded, not dynamic](https://github.com/openclaw/openclaw/issues/52221) — open
4956
-
4957
  ### `HongzhuLiu`
4958
 
4959
  - profile: [github.com/HongzhuLiu](https://github.com/HongzhuLiu)
@@ -5340,12 +5340,12 @@ Example artifacts:
5340
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEruditi)
5341
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEruditi)
5342
  - repo first seen: `2026-04-16T15:08:41Z`
5343
- - repo last seen: `2026-04-17T06:57:05Z`
5344
  - first seen in snapshot: **no**
5345
  - repo association: **NONE**
5346
  - repo primary artifacts: **2**
5347
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
5348
- - snapshot discussion activity: **1 comments / 2 reviews / 2 review comments**
5349
  - account age: **1072 days**
5350
  - recent public PR activity: **7 PRs** (0 merged / 5 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **71%**, open rate **29%**)
5351
  - public orgs: none visible
@@ -5686,6 +5686,28 @@ Example artifacts:
5686
  - [PR #66286: feat: surface upstream request ids in diagnostics](https://github.com/openclaw/openclaw/pull/66286) — open
5687
  - [PR #66285: fix: support explicit active-memory chat types](https://github.com/openclaw/openclaw/pull/66285) — open
5688
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5689
  ### `miyago9267`
5690
 
5691
  - profile: [github.com/miyago9267](https://github.com/miyago9267)
@@ -6745,6 +6767,29 @@ Example artifacts:
6745
  - [PR #63378: feat(websocket-heartbeats) recognize session evictions](https://github.com/openclaw/openclaw/pull/63378) — closed
6746
  - [Issue #63374: [Feature]: Symmetric Session Eviction Real-Time Realities (WebSocket Heartbeats)](https://github.com/openclaw/openclaw/issues/63374) — open
6747
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6748
  ### `HDYA`
6749
 
6750
  - profile: [github.com/HDYA](https://github.com/HDYA)
@@ -7192,28 +7237,6 @@ Example artifacts:
7192
  - [PR #65275: feat: Add PLaMo provider](https://github.com/openclaw/openclaw/pull/65275) — open
7193
  - [PR #62893: feat: Add plamo-3.0-prime-beta provider](https://github.com/openclaw/openclaw/pull/62893) — closed
7194
 
7195
- ### `rocdesu`
7196
-
7197
- - profile: [github.com/rocdesu](https://github.com/rocdesu)
7198
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Arocdesu)
7199
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arocdesu)
7200
- - repo first seen: `2026-04-08T00:58:09Z`
7201
- - repo last seen: `2026-04-11T23:57:32Z`
7202
- - first seen in snapshot: **no**
7203
- - repo association: **NONE**
7204
- - repo primary artifacts: **2**
7205
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
7206
- - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
7207
- - account age: **67 days**
7208
- - recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
7209
- - public orgs: none visible
7210
- - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
7211
- - heuristic read: **very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos**
7212
-
7213
- Example artifacts:
7214
- - [PR #64598: cron: add CLI support for command payload jobs](https://github.com/openclaw/openclaw/pull/64598) — closed
7215
- - [PR #62789: cron: add command payload execution engine](https://github.com/openclaw/openclaw/pull/62789) — open
7216
-
7217
  ### `SYU8384`
7218
 
7219
  - profile: [github.com/SYU8384](https://github.com/SYU8384)
@@ -7348,30 +7371,6 @@ Example artifacts:
7348
  - [Issue #67016: Dreaming UI lacks status information — no visibility into last run, items found, or diary updates](https://github.com/openclaw/openclaw/issues/67016) — open
7349
  - [Issue #67013: Browser control heartbeat logs consecutiveErrors for expected unavailability](https://github.com/openclaw/openclaw/issues/67013) — open
7350
 
7351
- ### `OpenCodeEngineer`
7352
-
7353
- - profile: [github.com/OpenCodeEngineer](https://github.com/OpenCodeEngineer)
7354
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AOpenCodeEngineer)
7355
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AOpenCodeEngineer)
7356
- - repo first seen: `2026-04-11T01:14:43Z`
7357
- - repo last seen: `2026-04-12T21:07:27Z`
7358
- - first seen in snapshot: **no**
7359
- - repo association: **NONE**
7360
- - repo primary artifacts: **9**
7361
- - snapshot authored PRs/issues: **1 PRs / 8 issues**
7362
- - snapshot discussion activity: **8 comments / 0 reviews / 0 review comments**
7363
- - account age: **61 days**
7364
- - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
7365
- - public orgs: none visible
7366
- - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
7367
- - heuristic read: **very new account; no visible non-self stars; targets high-star repos**
7368
-
7369
- Example artifacts:
7370
- - [PR #65254: fix(agents): classify unknown-no-details Responses failures as unknown for failover](https://github.com/openclaw/openclaw/pull/65254) — open
7371
- - [Issue #65245: azure-responses/gpt-5.3-codex frequently returns terminal "Unknown error (no error details in response)" (Telegram + non-Telegram runs)](https://github.com/openclaw/openclaw/issues/65245) — open
7372
- - [Issue #64999: Fix orphaned reasoning items when replaying mixed-provider history to Responses API](https://github.com/openclaw/openclaw/issues/64999) — open
7373
- - [Issue #64962: Timeout-compaction doesn't escalate when compaction fails to reduce context](https://github.com/openclaw/openclaw/issues/64962) — open
7374
-
7375
  ### `JIRBOY`
7376
 
7377
  - profile: [github.com/JIRBOY](https://github.com/JIRBOY)
@@ -10323,12 +10322,12 @@ Example artifacts:
10323
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abluesky6868)
10324
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abluesky6868)
10325
  - repo first seen: `2026-04-17T22:26:25Z`
10326
- - repo last seen: `2026-04-17T23:14:53Z`
10327
  - first seen in snapshot: **no**
10328
  - repo association: **NONE**
10329
  - repo primary artifacts: **1**
10330
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
10331
- - snapshot discussion activity: **0 comments / 1 reviews / 1 review comments**
10332
  - account age: **3181 days**
10333
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
10334
  - public orgs: none visible
@@ -10695,6 +10694,27 @@ Example artifacts:
10695
  Example artifacts:
10696
  - [PR #67023: fix(memory-core): prevent dreaming-narrative session leaks (#66358)](https://github.com/openclaw/openclaw/pull/67023) — open
10697
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
10698
  ### `clemenshelm`
10699
 
10700
  - profile: [github.com/clemenshelm](https://github.com/clemenshelm)
@@ -12040,27 +12060,6 @@ Example artifacts:
12040
  Example artifacts:
12041
  - [PR #66525: add OpenCode integration plugin with dev tools](https://github.com/openclaw/openclaw/pull/66525) — open
12042
 
12043
- ### `huangdijia`
12044
-
12045
- - profile: [github.com/huangdijia](https://github.com/huangdijia)
12046
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahuangdijia)
12047
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahuangdijia)
12048
- - repo first seen: `2026-04-11T03:09:28Z`
12049
- - repo last seen: `2026-04-11T03:09:28Z`
12050
- - first seen in snapshot: **no**
12051
- - repo association: **NONE**
12052
- - repo primary artifacts: **1**
12053
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
12054
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
12055
- - account age: **4274 days**
12056
- - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
12057
- - public orgs: `top-think`, `hyperf`
12058
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
12059
- - heuristic read: **high open PR share; targets high-star repos**
12060
-
12061
- Example artifacts:
12062
- - [PR #64608: feat(discord): forward appliedTags in channel-edit actions for forum posts](https://github.com/openclaw/openclaw/pull/64608) — open
12063
-
12064
  ### `Huangting-xy`
12065
 
12066
  - profile: [github.com/Huangting-xy](https://github.com/Huangting-xy)
@@ -12467,7 +12466,7 @@ Example artifacts:
12467
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajasonmakr)
12468
  - repo first seen: `2026-04-18T02:14:36Z`
12469
  - repo last seen: `2026-04-18T02:14:36Z`
12470
- - first seen in snapshot: **yes**
12471
  - repo association: **NONE**
12472
  - repo primary artifacts: **1**
12473
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -13615,27 +13614,6 @@ Example artifacts:
13615
  Example artifacts:
13616
  - [PR #67418: fix(channels): return null when no channels available in registry](https://github.com/openclaw/openclaw/pull/67418) — closed
13617
 
13618
- ### `m0x14o`
13619
-
13620
- - profile: [github.com/m0x14o](https://github.com/m0x14o)
13621
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Am0x14o)
13622
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Am0x14o)
13623
- - repo first seen: `2026-04-13T06:58:44Z`
13624
- - repo last seen: `2026-04-13T06:58:44Z`
13625
- - first seen in snapshot: **no**
13626
- - repo association: **NONE**
13627
- - repo primary artifacts: **1**
13628
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
13629
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
13630
- - account age: **3930 days**
13631
- - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
13632
- - public orgs: none visible
13633
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
13634
- - heuristic read: **high open PR share; targets high-star repos**
13635
-
13636
- Example artifacts:
13637
- - [PR #65770: feat: persist subagent announce source run IDs](https://github.com/openclaw/openclaw/pull/65770) — open
13638
-
13639
  ### `magnusasnes-design`
13640
 
13641
  - profile: [github.com/magnusasnes-design](https://github.com/magnusasnes-design)
@@ -15114,7 +15092,7 @@ Example artifacts:
15114
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asamimjafari)
15115
  - repo first seen: `2026-04-18T01:57:49Z`
15116
  - repo last seen: `2026-04-18T01:59:46Z`
15117
- - first seen in snapshot: **yes**
15118
  - repo association: **NONE**
15119
  - repo primary artifacts: **1**
15120
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -15716,27 +15694,6 @@ Example artifacts:
15716
  Example artifacts:
15717
  - [PR #64811: feat(bluesky): add Bluesky DM channel plugin](https://github.com/openclaw/openclaw/pull/64811) — open, draft
15718
 
15719
- ### `tedglenwright`
15720
-
15721
- - profile: [github.com/tedglenwright](https://github.com/tedglenwright)
15722
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Atedglenwright)
15723
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Atedglenwright)
15724
- - repo first seen: `2026-04-11T02:29:07Z`
15725
- - repo last seen: `2026-04-11T02:29:07Z`
15726
- - first seen in snapshot: **no**
15727
- - repo association: **NONE**
15728
- - repo primary artifacts: **1**
15729
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
15730
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
15731
- - account age: **47 days**
15732
- - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
15733
- - public orgs: none visible
15734
- - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
15735
- - heuristic read: **very new account; high open PR share; targets high-star repos**
15736
-
15737
- Example artifacts:
15738
- - [PR #64600: Add bundled Servepath provider with onboarding + API-key setup](https://github.com/openclaw/openclaw/pull/64600) — open, draft
15739
-
15740
  ### `TerryFYL`
15741
 
15742
  - profile: [github.com/TerryFYL](https://github.com/TerryFYL)
@@ -16332,7 +16289,7 @@ Example artifacts:
16332
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AXxXKoZXxX)
16333
  - repo first seen: `2026-04-18T02:05:23Z`
16334
  - repo last seen: `2026-04-18T02:05:23Z`
16335
- - first seen in snapshot: **yes**
16336
  - repo association: **NONE**
16337
  - repo primary artifacts: **1**
16338
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -16344,7 +16301,7 @@ Example artifacts:
16344
  - heuristic read: **high open PR share; targets high-star repos**
16345
 
16346
  Example artifacts:
16347
- - [PR #68358: clawmerge](https://github.com/openclaw/openclaw/pull/68358) — open
16348
 
16349
  ### `yaelsprikut`
16350
 
@@ -16500,7 +16457,7 @@ Example artifacts:
16500
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AYoungMoneyInvestments)
16501
  - repo first seen: `2026-02-23T16:58:16Z`
16502
  - repo last seen: `2026-04-18T01:31:11Z`
16503
- - first seen in snapshot: **yes**
16504
  - repo association: **NONE**
16505
  - repo primary artifacts: **1**
16506
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
1
  # New Contributor Report: openclaw/openclaw
2
 
3
+ - Snapshot: `20260418T032034Z`
4
+ - Generated: `2026-04-18T03:22:07Z`
5
  - Activity window: `7d`
6
+ - Contributors: `719`
7
 
8
  ## Summary
9
 
 
13
  | `vincentkoc` | [profile](https://github.com/vincentkoc) | no | MEMBER | 6420d | `2026-02-03T19:03:56Z` | 51 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
14
  | `100yenadmin` | [profile](https://github.com/100yenadmin) | no | CONTRIBUTOR | 178d | `2026-03-15T18:31:56Z` | 49 | 48 | weak | moderate | medium | young account; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
15
  | `hclsys` | [profile](https://github.com/hclsys) | no | CONTRIBUTOR | 4339d | `2026-01-29T06:32:51Z` | 38 | 0 | weak | low | high | very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
16
+ | `neeravmakwana` | [profile](https://github.com/neeravmakwana) | no | CONTRIBUTOR | 64d | `2026-02-24T02:57:36Z` | 38 | 0 | weak | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
17
  | `nightq` | [profile](https://github.com/nightq) | no | CONTRIBUTOR | 4825d | `2026-04-01T13:17:35Z` | 36 | 1 | weak | low | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
18
  | `w-sss` | [profile](https://github.com/w-sss) | no | CONTRIBUTOR | 391d | `2026-03-16T09:14:04Z` | 34 | 0 | weak | low | low | high open PR share; targets high-star repos |
19
  | `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 |
20
  | `Takhoffman` | [profile](https://github.com/Takhoffman) | no | CONTRIBUTOR | 5455d | `2026-01-27T16:37:08Z` | 29 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
21
+ | `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 26 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
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
  | `kagura-agent` | [profile](https://github.com/kagura-agent) | no | NONE | 32d | `2026-03-18T00:16:55Z` | 22 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
24
  | `Yanhu007` | [profile](https://github.com/Yanhu007) | no | CONTRIBUTOR | 4741d | `2026-04-10T13:40:56Z` | 22 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
 
71
  | `MonkeyLeeT` | [profile](https://github.com/MonkeyLeeT) | no | CONTRIBUTOR | 4437d | `2026-03-02T15:37:21Z` | 8 | 0 | weak | low | low | high open PR share; targets high-star repos |
72
  | `mushuiyu886` | [profile](https://github.com/mushuiyu886) | no | NONE | 37d | `2026-04-10T05:26:47Z` | 8 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
73
  | `onutc` | [profile](https://github.com/onutc) | no | CONTRIBUTOR | 874d | `2026-01-08T12:30:20Z` | 8 | 0 | strong | low | low | targets high-star repos |
74
+ | `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 |
75
  | `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 |
76
  | `jetd1` | [profile](https://github.com/jetd1) | no | CONTRIBUTOR | 3810d | `2026-04-09T03:07:08Z` | 7 | 2 | weak | low | low | high open PR share; targets high-star repos |
77
  | `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 |
 
96
  | `neofdezf-cloud` | [profile](https://github.com/neofdezf-cloud) | no | NONE | 19d | `2026-04-11T10:11:35Z` | 6 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
97
  | `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 |
98
  | `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 |
99
+ | `visionik` | [profile](https://github.com/visionik) | no | CONTRIBUTOR | 6279d | `2026-01-02T09:08:10Z` | 6 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
100
  | `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 |
101
  | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
102
  | `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 |
 
109
  | `sharkqwy` | [profile](https://github.com/sharkqwy) | no | NONE | 5196d | `2026-03-24T04:06:08Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
110
  | `skylee-01` | [profile](https://github.com/skylee-01) | no | NONE | 2648d | `2026-04-14T12:14:20Z` | 5 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
111
  | `suboss87` | [profile](https://github.com/suboss87) | no | CONTRIBUTOR | 4078d | `2026-03-13T04:40:38Z` | 5 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 
112
  | `zhanggpcsu` | [profile](https://github.com/zhanggpcsu) | no | NONE | 2d | `2026-04-14T07:10:06Z` | 5 | 0 | weak | low | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
113
  | `ztexydt-cqh` | [profile](https://github.com/ztexydt-cqh) | no | NONE | 1d | `2026-04-16T16:11:40Z` | 5 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
114
  | `alexander-applyinnovations` | [profile](https://github.com/alexander-applyinnovations) | no | CONTRIBUTOR | 1334d | `2026-04-10T07:50:12Z` | 4 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 
123
  | `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 4 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
124
  | `bde1` | [profile](https://github.com/bde1) | no | CONTRIBUTOR | ?d | `2026-04-11T14:50:02Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
125
  | `bulutmuf` | [profile](https://github.com/bulutmuf) | no | NONE | 340d | `2026-04-15T13:34:46Z` | 4 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
 
126
  | `dutifulbob` | [profile](https://github.com/dutifulbob) | no | CONTRIBUTOR | 60d | `2026-02-22T13:07:44Z` | 4 | 0 | strong | moderate | low | very new account; high recent PR volume; no visible non-self stars |
127
  | `holeshotclaw` | [profile](https://github.com/holeshotclaw) | no | NONE | 12d | `2026-04-14T22:45:43Z` | 4 | 0 | n/a | low | medium | very new account; no visible non-self stars |
128
  | `hoyanhan` | [profile](https://github.com/hoyanhan) | no | NONE | 2697d | `2026-04-16T11:24:49Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
129
  | `KeWang0622` | [profile](https://github.com/KeWang0622) | no | NONE | 3176d | `2026-04-12T22:12:52Z` | 4 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
130
  | `moorsecopers99` | [profile](https://github.com/moorsecopers99) | no | NONE | 2665d | `2026-04-15T11:43:40Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
131
  | `RoLuoGan` | [profile](https://github.com/RoLuoGan) | no | NONE | 575d | `2026-04-14T03:58:53Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
132
  | `ryanngit` | [profile](https://github.com/ryanngit) | no | CONTRIBUTOR | 1984d | `2026-04-12T15:09:17Z` | 4 | 0 | weak | low | low | high open PR share |
133
  | `samrusani` | [profile](https://github.com/samrusani) | no | CONTRIBUTOR | 3856d | `2026-04-12T06:30:02Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
 
163
  | `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 |
164
  | `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 |
165
  | `steipete` | [profile](https://github.com/steipete) | no | CONTRIBUTOR | 6258d | `2025-11-26T16:46:20Z` | 4 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
166
+ | `chen-zhang-cs-code` | [profile](https://github.com/chen-zhang-cs-code) | no | CONTRIBUTOR | 115d | `2026-03-18T08:15:21Z` | 4 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
167
  | `extrasmall0` | [profile](https://github.com/extrasmall0) | no | CONTRIBUTOR | 77d | `2026-03-07T15:35:58Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
168
  | `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 |
169
+ | `Rahulkumar070` | [profile](https://github.com/Rahulkumar070) | no | CONTRIBUTOR | 874d | `2026-04-10T20:11:58Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
170
  | `glfruit` | [profile](https://github.com/glfruit) | no | NONE | 4773d | `2026-04-09T14:53:44Z` | 3 | 4 | weak | low | low | high open PR share; targets high-star repos |
171
  | `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 |
172
  | `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 |
 
174
  | `bek91` | [profile](https://github.com/bek91) | no | NONE | 2144d | `2026-04-10T20:34:48Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
175
  | `GaosCode` | [profile](https://github.com/GaosCode) | no | CONTRIBUTOR | 632d | `2026-04-09T08:32:17Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
176
  | `richardclawbot` | [profile](https://github.com/richardclawbot) | no | NONE | 31d | `2026-04-10T17:07:12Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
177
+ | `OpenCodeEngineer` | [profile](https://github.com/OpenCodeEngineer) | no | CONTRIBUTOR | 61d | `2026-04-11T01:14:43Z` | 2 | 9 | strong | low | low | very new account; no visible non-self stars; targets high-star repos |
178
  | `cyrusaf` | [profile](https://github.com/cyrusaf) | no | NONE | 5495d | `2026-04-11T05:53:50Z` | 2 | 4 | weak | low | low | high open PR share; targets high-star repos |
179
  | `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 |
180
  | `leaderlemon` | [profile](https://github.com/leaderlemon) | no | NONE | 1559d | `2026-04-13T09:58:26Z` | 2 | 3 | weak | low | low | targets high-star repos |
 
188
  | `BenediktSchackenberg` | [profile](https://github.com/BenediktSchackenberg) | no | NONE | 4476d | `2026-03-05T08:55:12Z` | 2 | 1 | mixed | low | low | high open PR share; targets high-star repos |
189
  | `estack-takeda-yorichika` | [profile](https://github.com/estack-takeda-yorichika) | no | NONE | 2633d | `2026-04-13T06:30:38Z` | 2 | 1 | strong | low | low | high recent PR volume; no visible non-self stars |
190
  | `GodsBoy` | [profile](https://github.com/GodsBoy) | no | CONTRIBUTOR | 4554d | `2026-01-30T20:39:12Z` | 2 | 1 | strong | moderate | low | — |
 
191
  | `HongzhuLiu` | [profile](https://github.com/HongzhuLiu) | no | NONE | 4135d | `2026-04-14T09:36:49Z` | 2 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
192
  | `jeffchen1981-fu` | [profile](https://github.com/jeffchen1981-fu) | no | NONE | 67d | `2026-02-28T09:25:03Z` | 2 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
193
  | `LightDriverCS` | [profile](https://github.com/LightDriverCS) | no | NONE | 89d | `2026-04-13T22:53:03Z` | 2 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 
221
  | `kvnkho` | [profile](https://github.com/kvnkho) | no | NONE | 3116d | `2026-04-13T21:57:52Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
222
  | `leochame` | [profile](https://github.com/leochame) | no | NONE | 495d | `2026-04-13T03:41:33Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
223
  | `Lidang-Jiang` | [profile](https://github.com/Lidang-Jiang) | no | NONE | 1229d | `2026-04-14T02:21:30Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
224
+ | `m0x14o` | [profile](https://github.com/m0x14o) | no | NONE | 3930d | `2026-04-13T06:58:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
225
  | `miyago9267` | [profile](https://github.com/miyago9267) | no | NONE | 2409d | `2026-04-17T08:38:57Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
226
  | `mm1ord` | [profile](https://github.com/mm1ord) | no | NONE | 1499d | `2026-04-14T14:45:52Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
227
  | `MoeJaberr` | [profile](https://github.com/MoeJaberr) | no | NONE | 1184d | `2026-04-16T00:50:28Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 
269
  | `Arry8` | [profile](https://github.com/Arry8) | no | NONE | 53d | `2026-03-13T19:47:00Z` | 2 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
270
  | `ggzeng` | [profile](https://github.com/ggzeng) | no | NONE | 3560d | `2026-04-09T09:35:59Z` | 2 | 2 | weak | low | low | high open PR share; targets high-star repos |
271
  | `gdibble` | [profile](https://github.com/gdibble) | no | NONE | 5393d | `2026-02-20T17:08:19Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
272
+ | `gzsiang` | [profile](https://github.com/gzsiang) | no | NONE | 1093d | `2026-03-18T04:53:40Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
273
  | `HDYA` | [profile](https://github.com/HDYA) | no | CONTRIBUTOR | 3851d | `2026-03-24T10:23:05Z` | 2 | 1 | weak | low | low | high open PR share |
274
  | `jakepresent` | [profile](https://github.com/jakepresent) | no | CONTRIBUTOR | 3157d | `2026-03-07T18:48:46Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
275
  | `kamusis` | [profile](https://github.com/kamusis) | no | NONE | 5054d | `2026-01-30T03:47:15Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 
290
  | `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 |
291
  | `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 |
292
  | `mitmul` | [profile](https://github.com/mitmul) | no | NONE | 5513d | `2026-04-08T03:40:41Z` | 2 | 0 | strong | low | low | — |
 
293
  | `SYU8384` | [profile](https://github.com/SYU8384) | no | NONE | 2209d | `2026-04-09T18:58:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
294
  | `uninhibite-scholar` | [profile](https://github.com/uninhibite-scholar) | no | NONE | 182d | `2026-03-11T05:00:45Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
295
  | `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 |
296
  | `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 |
297
  | `xDarkicex` | [profile](https://github.com/xDarkicex) | no | NONE | 4225d | `2026-03-25T06:09:32Z` | 2 | 0 | mixed | low | low | — |
298
  | `ttomiczek` | [profile](https://github.com/ttomiczek) | no | NONE | 41d | `2026-04-10T05:23:08Z` | 1 | 10 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 
299
  | `JIRBOY` | [profile](https://github.com/JIRBOY) | no | NONE | 2565d | `2026-04-11T06:03:38Z` | 1 | 7 | weak | low | low | high open PR share; targets high-star repos |
300
  | `ismael-81` | [profile](https://github.com/ismael-81) | no | NONE | 10d | `2026-04-10T18:46:07Z` | 1 | 6 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
301
  | `barronlroth` | [profile](https://github.com/barronlroth) | no | CONTRIBUTOR | 4583d | `2026-02-16T19:50:20Z` | 1 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 
448
  | `CHECKUPAUTO` | [profile](https://github.com/CHECKUPAUTO) | no | NONE | 458d | `2026-04-11T09:43:25Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
449
  | `chefallan` | [profile](https://github.com/chefallan) | no | NONE | 3155d | `2026-04-12T22:54:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
450
  | `chiyouYCH` | [profile](https://github.com/chiyouYCH) | no | NONE | 3303d | `2026-04-15T06:31:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
451
+ | `chrisabad` | [profile](https://github.com/chrisabad) | yes | NONE | 2185d | `2026-04-18T02:47:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
452
  | `clemenshelm` | [profile](https://github.com/clemenshelm) | no | NONE | 6022d | `2026-02-22T05:57:34Z` | 1 | 0 | strong | low | low | — |
453
  | `clivemoore` | [profile](https://github.com/clivemoore) | no | NONE | 6223d | `2026-04-17T01:11:28Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
454
  | `CnxLuc` | [profile](https://github.com/CnxLuc) | no | NONE | 2491d | `2026-02-04T07:50:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
513
  | `hondaya01` | [profile](https://github.com/hondaya01) | no | NONE | ?d | `2026-04-12T06:40:40Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
514
  | `Hou-Yufan` | [profile](https://github.com/Hou-Yufan) | no | NONE | 1866d | `2026-04-12T14:51:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
515
  | `houston2394` | [profile](https://github.com/houston2394) | no | NONE | 443d | `2026-04-14T11:55:53Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
516
  | `Huangting-xy` | [profile](https://github.com/Huangting-xy) | no | NONE | 38d | `2026-04-11T05:13:54Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
517
  | `huangzynn` | [profile](https://github.com/huangzynn) | no | NONE | 1274d | `2026-04-16T02:22:50Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
518
  | `huiwen01` | [profile](https://github.com/huiwen01) | no | NONE | 1699d | `2026-04-16T19:02:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
532
  | `jamr-erebor` | [profile](https://github.com/jamr-erebor) | no | NONE | 47d | `2026-04-14T23:58:55Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
533
  | `janicduplessis` | [profile](https://github.com/janicduplessis) | no | NONE | 4916d | `2026-04-12T02:54:34Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
534
  | `jason-zimmer` | [profile](https://github.com/jason-zimmer) | no | NONE | 3159d | `2026-04-13T22:47:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
535
+ | `jasonmakr` | [profile](https://github.com/jasonmakr) | no | NONE | 39d | `2026-04-18T02:14:36Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
536
  | `JASSBR` | [profile](https://github.com/JASSBR) | no | NONE | 1585d | `2026-04-13T11:18:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
537
  | `javierdici` | [profile](https://github.com/javierdici) | no | NONE | 1088d | `2026-04-13T03:33:17Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
538
  | `Jay-ju` | [profile](https://github.com/Jay-ju) | no | NONE | 3831d | `2026-04-17T09:23:25Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
587
  | `Luckywolf82` | [profile](https://github.com/Luckywolf82) | no | NONE | 666d | `2026-04-14T13:39:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
588
  | `Luuuk12321` | [profile](https://github.com/Luuuk12321) | no | NONE | 2396d | `2026-04-17T06:54:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
589
  | `luyuehm` | [profile](https://github.com/luyuehm) | no | NONE | 2029d | `2026-04-15T22:50:49Z` | 1 | 0 | weak | low | low | high open PR share |
 
590
  | `magnusasnes-design` | [profile](https://github.com/magnusasnes-design) | no | NONE | 58d | `2026-04-12T13:53:50Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
591
  | `mala-strand` | [profile](https://github.com/mala-strand) | no | NONE | 72d | `2026-04-14T15:41:27Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
592
  | `Manuel-Jentic` | [profile](https://github.com/Manuel-Jentic) | no | NONE | 354d | `2026-04-16T15:39:52Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 
657
  | `RyanLee-Dev` | [profile](https://github.com/RyanLee-Dev) | no | CONTRIBUTOR | 3069d | `2026-04-11T18:24:18Z` | 1 | 0 | mixed | moderate | low | — |
658
  | `saamuelng601-pixel` | [profile](https://github.com/saamuelng601-pixel) | no | CONTRIBUTOR | 7d | `2026-04-15T03:46:53Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
659
  | `sagarpswc` | [profile](https://github.com/sagarpswc) | no | NONE | 164d | `2026-04-13T09:31:42Z` | 1 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
660
+ | `samimjafari` | [profile](https://github.com/samimjafari) | no | NONE | 728d | `2026-04-18T01:57:49Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
661
  | `SamStep74` | [profile](https://github.com/SamStep74) | no | NONE | 2541d | `2026-04-11T04:45:58Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
662
  | `Schnitzel` | [profile](https://github.com/Schnitzel) | no | NONE | 5469d | `2026-02-04T14:12:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
663
  | `scott-my` | [profile](https://github.com/scott-my) | no | NONE | 272d | `2026-04-15T10:38:40Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 
686
  | `tardigrde` | [profile](https://github.com/tardigrde) | no | NONE | 3106d | `2026-04-15T05:54:30Z` | 1 | 0 | weak | low | low | high open PR share |
687
  | `tars90percent` | [profile](https://github.com/tars90percent) | no | CONTRIBUTOR | 107d | `2026-04-13T11:28:23Z` | 1 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
688
  | `tdack` | [profile](https://github.com/tdack) | no | NONE | 5099d | `2026-03-22T00:25:50Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 
689
  | `TerryFYL` | [profile](https://github.com/TerryFYL) | no | NONE | 2681d | `2026-02-28T09:43:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
690
  | `TheDillonHall` | [profile](https://github.com/TheDillonHall) | no | NONE | 1109d | `2026-04-17T21:36:47Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
691
  | `TheDragon` | [profile](https://github.com/TheDragon) | no | NONE | 1734d | `2026-04-11T16:46:55Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 
714
  | `xantorres` | [profile](https://github.com/xantorres) | no | CONTRIBUTOR | 5749d | `2026-04-15T21:28:16Z` | 1 | 0 | strong | low | low | targets high-star repos |
715
  | `xiaoyu-157` | [profile](https://github.com/xiaoyu-157) | no | NONE | 1954d | `2026-04-15T08:51:24Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
716
  | `xilin2157-bot` | [profile](https://github.com/xilin2157-bot) | no | NONE | 52d | `2026-04-16T07:21:00Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
717
+ | `XxXKoZXxX` | [profile](https://github.com/XxXKoZXxX) | no | NONE | 1938d | `2026-04-18T02:05:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
718
  | `yaelsprikut` | [profile](https://github.com/yaelsprikut) | no | NONE | 4411d | `2026-04-16T05:44:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
719
  | `yananli199307-dev` | [profile](https://github.com/yananli199307-dev) | no | NONE | 36d | `2026-04-13T05:52:54Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
720
  | `YASSINENFAI` | [profile](https://github.com/YASSINENFAI) | no | NONE | 707d | `2026-04-17T22:00:34Z` | 1 | 0 | weak | low | low | high open PR share |
 
722
  | `yeyitech` | [profile](https://github.com/yeyitech) | no | NONE | 220d | `2026-04-17T03:58:03Z` | 1 | 0 | weak | moderate | medium | young account; high recent PR volume; high open PR share; targets high-star repos |
723
  | `yidianyiko` | [profile](https://github.com/yidianyiko) | no | NONE | 3869d | `2026-04-14T04:16:32Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
724
  | `yosit` | [profile](https://github.com/yosit) | no | NONE | 6065d | `2026-04-14T13:06:45Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
725
+ | `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 |
726
  | `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 |
727
  | `zeroasterisk` | [profile](https://github.com/zeroasterisk) | no | CONTRIBUTOR | 6430d | `2026-04-11T22:07:01Z` | 1 | 0 | mixed | low | low | targets high-star repos |
728
  | `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 |
 
809
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahclsys)
810
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahclsys)
811
  - repo first seen: `2026-01-29T06:32:51Z`
812
+ - repo last seen: `2026-04-18T03:16:11Z`
813
  - first seen in snapshot: **no**
814
  - repo association: **CONTRIBUTOR**
815
  - repo primary artifacts: **38**
816
  - snapshot authored PRs/issues: **38 PRs / 0 issues**
817
+ - snapshot discussion activity: **157 comments / 3 reviews / 3 review comments**
818
  - account age: **4339 days**
819
  - recent public PR activity: **34 PRs** (3 merged / 26 closed-unmerged / 5 open; merged rate **9%**, closed-unmerged rate **76%**, open rate **15%**)
820
  - public orgs: none visible
 
832
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aneeravmakwana)
833
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aneeravmakwana)
834
  - repo first seen: `2026-02-24T02:57:36Z`
835
+ - repo last seen: `2026-04-18T02:40:00Z`
836
  - first seen in snapshot: **no**
837
  - repo association: **CONTRIBUTOR**
838
+ - repo primary artifacts: **38**
839
+ - snapshot authored PRs/issues: **38 PRs / 0 issues**
840
+ - snapshot discussion activity: **104 comments / 3 reviews / 3 review comments**
841
  - account age: **64 days**
842
  - recent public PR activity: **34 PRs** (8 merged / 18 closed-unmerged / 8 open; merged rate **24%**, closed-unmerged rate **53%**, open rate **24%**)
843
  - public orgs: none visible
 
845
  - heuristic read: **very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
846
 
847
  Example artifacts:
848
+ - [PR #68366: Google Gemini CLI: pass --yolo so non-interactive --prompt invocations expose write/edit tools (#68216)](https://github.com/openclaw/openclaw/pull/68366) — open
849
  - [PR #68351: fix(openrouter): surface reasoning_details visible-text as user output (#68261)](https://github.com/openclaw/openclaw/pull/68351) — closed
850
  - [PR #68349: Ollama: honor Modelfile num_ctx and auto-detect tool support](https://github.com/openclaw/openclaw/pull/68349) — open
 
851
 
852
  ### `nightq`
853
 
 
952
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahxy91819)
953
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahxy91819)
954
  - repo first seen: `2026-03-13T11:26:05Z`
955
+ - repo last seen: `2026-04-18T02:53:44Z`
956
  - first seen in snapshot: **no**
957
  - repo association: **MEMBER**
958
+ - repo primary artifacts: **27**
959
+ - snapshot authored PRs/issues: **26 PRs / 1 issues**
960
+ - snapshot discussion activity: **120 comments / 26 reviews / 26 review comments**
961
  - account age: **4229 days**
962
  - recent public PR activity: **25 PRs** (18 merged / 3 closed-unmerged / 4 open; merged rate **72%**, closed-unmerged rate **12%**, open rate **16%**)
963
  - public orgs: `openclaw`
 
965
  - heuristic read: **high recent PR volume; targets high-star repos**
966
 
967
  Example artifacts:
968
+ - [PR #68375: lint: add config redact coverage guards](https://github.com/openclaw/openclaw/pull/68375) — open
969
  - [PR #67920: CI: fix matrix lane shell interpolation in release checks](https://github.com/openclaw/openclaw/pull/67920) — open
970
  - [PR #67909: CI: add pull_request trigger to CodeQL workflow, change schedule to weekly](https://github.com/openclaw/openclaw/pull/67909) — closed
 
971
  - [Issue #64892: [Bug]: Agent self-update bypasses update.run and uses raw npm global upgrade without restarting gateway](https://github.com/openclaw/openclaw/issues/64892) — open
972
 
973
  ### `eleqtrizit`
 
1203
  - heuristic read: **high open PR share; targets high-star repos**
1204
 
1205
  Example artifacts:
1206
+ - [PR #68362: fix(whatsapp): align config schema and monitor behavior](https://github.com/openclaw/openclaw/pull/68362) — closed
1207
+ - [PR #68361: fix(whatsapp): wire shared defaults through accounts.default](https://github.com/openclaw/openclaw/pull/68361) — closed
1208
+ - [PR #68360: fix(whatsapp): preserve scoped group activation backfill](https://github.com/openclaw/openclaw/pull/68360) — closed
1209
  - [Issue #31259: [Feature]: Extract shared helpers from session-cost-usage.ts to enable multi-agent and deleted-session fixes](https://github.com/openclaw/openclaw/issues/31259) — closed
1210
  - [Issue #31155: [Refactor]: Extract shared batch embedding lifecycle from OpenAI/Voyage/Gemini providers](https://github.com/openclaw/openclaw/issues/31155) — closed
1211
  - [Issue #30967: [Refactor]: Unify channel account-list helpers with binding-aware default resolution](https://github.com/openclaw/openclaw/issues/30967) — closed
 
1335
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Agumadeiras)
1336
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Agumadeiras)
1337
  - repo first seen: `2026-01-14T20:41:14Z`
1338
+ - repo last seen: `2026-04-18T03:07:16Z`
1339
  - first seen in snapshot: **no**
1340
  - repo association: **MEMBER**
1341
  - repo primary artifacts: **16**
1342
  - snapshot authored PRs/issues: **15 PRs / 1 issues**
1343
+ - snapshot discussion activity: **456 comments / 2 reviews / 2 review comments**
1344
  - account age: **4579 days**
1345
  - recent public PR activity: **16 PRs** (13 merged / 1 closed-unmerged / 2 open; merged rate **81%**, closed-unmerged rate **6%**, open rate **12%**)
1346
  - public orgs: `openclaw`
 
2204
  - repo first seen: `2026-04-10T09:45:23Z`
2205
  - repo last seen: `2026-04-12T14:10:40Z`
2206
  - first seen in snapshot: **no**
2207
+ - repo association: **CONTRIBUTOR**
2208
  - repo primary artifacts: **8**
2209
  - snapshot authored PRs/issues: **8 PRs / 0 issues**
2210
  - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
 
2324
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Arubencu)
2325
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arubencu)
2326
  - repo first seen: `2026-04-13T11:49:44Z`
2327
+ - repo last seen: `2026-04-18T02:37:47Z`
2328
  - first seen in snapshot: **no**
2329
  - repo association: **CONTRIBUTOR**
2330
  - repo primary artifacts: **8**
2331
  - snapshot authored PRs/issues: **7 PRs / 1 issues**
2332
+ - snapshot discussion activity: **2 comments / 13 reviews / 13 review comments**
2333
  - account age: **4684 days**
2334
  - recent public PR activity: **7 PRs** (3 merged / 0 closed-unmerged / 4 open; merged rate **43%**, closed-unmerged rate **0%**, open rate **57%**)
2335
  - public orgs: none visible
 
2780
  - [PR #66066: fix(nextcloud-talk): align replay test callback contract](https://github.com/openclaw/openclaw/pull/66066) — open
2781
  - [PR #66064: fix(feishu): add wait-timeout support to lifecycle helper](https://github.com/openclaw/openclaw/pull/66064) — open
2782
 
2783
+ ### `visionik`
2784
+
2785
+ - profile: [github.com/visionik](https://github.com/visionik)
2786
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Avisionik)
2787
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Avisionik)
2788
+ - repo first seen: `2026-01-02T09:08:10Z`
2789
+ - repo last seen: `2026-04-18T03:05:11Z`
2790
+ - first seen in snapshot: **no**
2791
+ - repo association: **CONTRIBUTOR**
2792
+ - repo primary artifacts: **6**
2793
+ - snapshot authored PRs/issues: **6 PRs / 0 issues**
2794
+ - snapshot discussion activity: **19 comments / 0 reviews / 0 review comments**
2795
+ - account age: **6279 days**
2796
+ - recent public PR activity: **12 PRs** (4 merged / 5 closed-unmerged / 3 open; merged rate **33%**, closed-unmerged rate **42%**, open rate **25%**)
2797
+ - public orgs: `rayo`, `FAForever`
2798
+ - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
2799
+ - heuristic read: **many recent closed-unmerged PRs**
2800
+
2801
+ Example artifacts:
2802
+ - [PR #68368: fix(gateway): allow microphone access for same-origin in Permissions-Policy header](https://github.com/openclaw/openclaw/pull/68368) — closed, merged
2803
+ - [PR #67876: fix(auth): serialize OAuth refresh across agents to fix #26322](https://github.com/openclaw/openclaw/pull/67876) — closed, merged
2804
+ - [PR #67375: test(qa): raise approval-turn-tool-followthrough timeouts for CI stability](https://github.com/openclaw/openclaw/pull/67375) — open
2805
+
2806
  ### `ZehanXu-Doncic`
2807
 
2808
  - profile: [github.com/ZehanXu-Doncic](https://github.com/ZehanXu-Doncic)
 
3084
  - [PR #66544: fix(gateway): exclude heartbeat sender ID from session display name](https://github.com/openclaw/openclaw/pull/66544) — open
3085
  - [PR #66265: fix(build): add subagent-registry.runtime to stable dist entries](https://github.com/openclaw/openclaw/pull/66265) — closed
3086
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3087
  ### `zhanggpcsu`
3088
 
3089
  - profile: [github.com/zhanggpcsu](https://github.com/zhanggpcsu)
 
3419
  - [PR #67316: Refactor/optimize infra backoff](https://github.com/openclaw/openclaw/pull/67316) — closed
3420
  - [PR #67283: Refactor/optimize infra backoff](https://github.com/openclaw/openclaw/pull/67283) — closed
3421
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3422
  ### `dutifulbob`
3423
 
3424
  - profile: [github.com/dutifulbob](https://github.com/dutifulbob)
 
3534
  - [PR #67533: fix(ui): render uploaded images in Control UI chat after history reload](https://github.com/openclaw/openclaw/pull/67533) — open
3535
  - [PR #67208: fix(memory-wiki): route wiki bridge import CLI through gateway RPC](https://github.com/openclaw/openclaw/pull/67208) — open
3536
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3537
  ### `RoLuoGan`
3538
 
3539
  - profile: [github.com/RoLuoGan](https://github.com/RoLuoGan)
 
3678
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Azhengyuliu047-rgb)
3679
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Azhengyuliu047-rgb)
3680
  - repo first seen: `2026-04-14T04:51:17Z`
3681
+ - repo last seen: `2026-04-18T02:42:25Z`
3682
  - first seen in snapshot: **no**
3683
  - repo association: **NONE**
3684
  - repo primary artifacts: **4**
3685
  - snapshot authored PRs/issues: **4 PRs / 0 issues**
3686
+ - snapshot discussion activity: **5 comments / 1 reviews / 1 review comments**
3687
  - account age: **88 days**
3688
  - recent public PR activity: **4 PRs** (0 merged / 3 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **75%**, open rate **25%**)
3689
  - public orgs: none visible
 
4359
  - [PR #64298: Refactor agent harness into Codex extension](https://github.com/openclaw/openclaw/pull/64298) — closed, merged
4360
  - [Issue #75: Linux/Windows Clawdbot Apps](https://github.com/openclaw/openclaw/issues/75) — open
4361
 
4362
+ ### `chen-zhang-cs-code`
4363
+
4364
+ - profile: [github.com/chen-zhang-cs-code](https://github.com/chen-zhang-cs-code)
4365
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achen-zhang-cs-code)
4366
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achen-zhang-cs-code)
4367
+ - repo first seen: `2026-03-18T08:15:21Z`
4368
+ - repo last seen: `2026-04-11T14:10:39Z`
4369
+ - first seen in snapshot: **no**
4370
+ - repo association: **CONTRIBUTOR**
4371
+ - repo primary artifacts: **4**
4372
+ - snapshot authored PRs/issues: **4 PRs / 0 issues**
4373
+ - snapshot discussion activity: **12 comments / 1 reviews / 1 review comments**
4374
+ - account age: **115 days**
4375
+ - recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4376
+ - public orgs: none visible
4377
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
4378
+ - heuristic read: **young account; high open PR share; targets high-star repos**
4379
+
4380
+ Example artifacts:
4381
+ - [PR #64650: fix(telegram): honor channel-level topic prompts in multi-account mode](https://github.com/openclaw/openclaw/pull/64650) — open
4382
+ - [PR #64632: fix(slack): preserve media roots through custom invoke](https://github.com/openclaw/openclaw/pull/64632) — open
4383
+ - [PR #64601: fix(plugins): load bundled setup entries in setup-runtime](https://github.com/openclaw/openclaw/pull/64601) — open
4384
+
4385
  ### `extrasmall0`
4386
 
4387
  - profile: [github.com/extrasmall0](https://github.com/extrasmall0)
 
4428
  - [PR #65012: fix(memory-wiki): pass app config into CLI metadata registrar](https://github.com/openclaw/openclaw/pull/65012) — closed, merged
4429
  - [PR #64466: fix(memory-core): preserve public artifact visibility through loader cache restore](https://github.com/openclaw/openclaw/pull/64466) — closed
4430
 
4431
+ ### `Rahulkumar070`
4432
+
4433
+ - profile: [github.com/Rahulkumar070](https://github.com/Rahulkumar070)
4434
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ARahulkumar070)
4435
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ARahulkumar070)
4436
+ - repo first seen: `2026-04-10T20:11:58Z`
4437
+ - repo last seen: `2026-04-11T07:41:45Z`
4438
+ - first seen in snapshot: **no**
4439
+ - repo association: **CONTRIBUTOR**
4440
+ - repo primary artifacts: **4**
4441
+ - snapshot authored PRs/issues: **4 PRs / 0 issues**
4442
+ - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
4443
+ - account age: **874 days**
4444
+ - recent public PR activity: **4 PRs** (1 merged / 0 closed-unmerged / 3 open; merged rate **25%**, closed-unmerged rate **0%**, open rate **75%**)
4445
+ - public orgs: none visible
4446
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
4447
+ - heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
4448
+
4449
+ Example artifacts:
4450
+ - [PR #64703: fix: parse scientific notation as number in parseConfigValue](https://github.com/openclaw/openclaw/pull/64703) — open
4451
+ - [PR #64649: Test/run state machine clamp guard](https://github.com/openclaw/openclaw/pull/64649) — open
4452
+ - [PR #64611: Fix/heartbeat task due clock skew](https://github.com/openclaw/openclaw/pull/64611) — open
4453
+
4454
  ### `glfruit`
4455
 
4456
  - profile: [github.com/glfruit](https://github.com/glfruit)
 
4618
  - [PR #65013: fix(tasks): silence acp child-session completion banners](https://github.com/openclaw/openclaw/pull/65013) — open
4619
  - [PR #64416: fix(acp): normalize completion delivery guidance](https://github.com/openclaw/openclaw/pull/64416) — open
4620
 
4621
+ ### `OpenCodeEngineer`
4622
+
4623
+ - profile: [github.com/OpenCodeEngineer](https://github.com/OpenCodeEngineer)
4624
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AOpenCodeEngineer)
4625
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AOpenCodeEngineer)
4626
+ - repo first seen: `2026-04-11T01:14:43Z`
4627
+ - repo last seen: `2026-04-18T02:33:31Z`
4628
+ - first seen in snapshot: **no**
4629
+ - repo association: **CONTRIBUTOR**
4630
+ - repo primary artifacts: **11**
4631
+ - snapshot authored PRs/issues: **2 PRs / 9 issues**
4632
+ - snapshot discussion activity: **8 comments / 0 reviews / 0 review comments**
4633
+ - account age: **61 days**
4634
+ - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
4635
+ - public orgs: none visible
4636
+ - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
4637
+ - heuristic read: **very new account; no visible non-self stars; targets high-star repos**
4638
+
4639
+ Example artifacts:
4640
+ - [PR #68370: Web UI: constrain chat thread and input to 920px max-width](https://github.com/openclaw/openclaw/pull/68370) — closed
4641
+ - [PR #65254: fix(agents): classify unknown-no-details Responses failures as unknown for failover](https://github.com/openclaw/openclaw/pull/65254) — open
4642
+ - [Issue #68369: Web UI: new chat window stretches full width (regression)](https://github.com/openclaw/openclaw/issues/68369) — open
4643
+ - [Issue #65245: azure-responses/gpt-5.3-codex frequently returns terminal "Unknown error (no error details in response)" (Telegram + non-Telegram runs)](https://github.com/openclaw/openclaw/issues/65245) — open
4644
+ - [Issue #64999: Fix orphaned reasoning items when replaying mixed-provider history to Responses API](https://github.com/openclaw/openclaw/issues/64999) — open
4645
+
4646
  ### `cyrusaf`
4647
 
4648
  - profile: [github.com/cyrusaf](https://github.com/cyrusaf)
 
4954
  - [PR #64766: fix(media): disable pinned DNS dispatcher for FormData transcription requests](https://github.com/openclaw/openclaw/pull/64766) — closed, merged
4955
  - [Issue #64762: [Bug]: SSRF guard pinned DNS dispatcher corrupts FormData multipart bodies, breaking audio transcription](https://github.com/openclaw/openclaw/issues/64762) — closed
4956
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4957
  ### `HongzhuLiu`
4958
 
4959
  - profile: [github.com/HongzhuLiu](https://github.com/HongzhuLiu)
 
5340
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEruditi)
5341
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEruditi)
5342
  - repo first seen: `2026-04-16T15:08:41Z`
5343
+ - repo last seen: `2026-04-18T03:18:22Z`
5344
  - first seen in snapshot: **no**
5345
  - repo association: **NONE**
5346
  - repo primary artifacts: **2**
5347
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
5348
+ - snapshot discussion activity: **2 comments / 2 reviews / 2 review comments**
5349
  - account age: **1072 days**
5350
  - recent public PR activity: **7 PRs** (0 merged / 5 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **71%**, open rate **29%**)
5351
  - public orgs: none visible
 
5686
  - [PR #66286: feat: surface upstream request ids in diagnostics](https://github.com/openclaw/openclaw/pull/66286) — open
5687
  - [PR #66285: fix: support explicit active-memory chat types](https://github.com/openclaw/openclaw/pull/66285) — open
5688
 
5689
+ ### `m0x14o`
5690
+
5691
+ - profile: [github.com/m0x14o](https://github.com/m0x14o)
5692
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Am0x14o)
5693
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Am0x14o)
5694
+ - repo first seen: `2026-04-13T06:58:44Z`
5695
+ - repo last seen: `2026-04-18T03:05:16Z`
5696
+ - first seen in snapshot: **no**
5697
+ - repo association: **NONE**
5698
+ - repo primary artifacts: **2**
5699
+ - snapshot authored PRs/issues: **2 PRs / 0 issues**
5700
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
5701
+ - account age: **3930 days**
5702
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
5703
+ - public orgs: none visible
5704
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
5705
+ - heuristic read: **high open PR share; targets high-star repos**
5706
+
5707
+ Example artifacts:
5708
+ - [PR #68377: fix(daemon): preserve launchd proxy env on reinstall](https://github.com/openclaw/openclaw/pull/68377) — open
5709
+ - [PR #65770: feat: persist subagent announce source run IDs](https://github.com/openclaw/openclaw/pull/65770) — open
5710
+
5711
  ### `miyago9267`
5712
 
5713
  - profile: [github.com/miyago9267](https://github.com/miyago9267)
 
6767
  - [PR #63378: feat(websocket-heartbeats) recognize session evictions](https://github.com/openclaw/openclaw/pull/63378) — closed
6768
  - [Issue #63374: [Feature]: Symmetric Session Eviction Real-Time Realities (WebSocket Heartbeats)](https://github.com/openclaw/openclaw/issues/63374) — open
6769
 
6770
+ ### `gzsiang`
6771
+
6772
+ - profile: [github.com/gzsiang](https://github.com/gzsiang)
6773
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Agzsiang)
6774
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Agzsiang)
6775
+ - repo first seen: `2026-03-18T04:53:40Z`
6776
+ - repo last seen: `2026-04-16T09:28:32Z`
6777
+ - first seen in snapshot: **no**
6778
+ - repo association: **NONE**
6779
+ - repo primary artifacts: **3**
6780
+ - snapshot authored PRs/issues: **2 PRs / 1 issues**
6781
+ - snapshot discussion activity: **14 comments / 0 reviews / 0 review comments**
6782
+ - account age: **1093 days**
6783
+ - recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
6784
+ - public orgs: none visible
6785
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
6786
+ - heuristic read: **high open PR share; targets high-star repos**
6787
+
6788
+ Example artifacts:
6789
+ - [PR #64660: fix(agents): support local LLM tool calls and streaming usage via OpenAI-compatible endpoints](https://github.com/openclaw/openclaw/pull/64660) — open
6790
+ - [PR #64604: fix(compaction): preserve original error message for unknown compaction failures](https://github.com/openclaw/openclaw/pull/64604) — open
6791
+ - [Issue #52221: [Bug] Context monitor shows 0% forever - contextTokens hardcoded, not dynamic](https://github.com/openclaw/openclaw/issues/52221) — open
6792
+
6793
  ### `HDYA`
6794
 
6795
  - profile: [github.com/HDYA](https://github.com/HDYA)
 
7237
  - [PR #65275: feat: Add PLaMo provider](https://github.com/openclaw/openclaw/pull/65275) — open
7238
  - [PR #62893: feat: Add plamo-3.0-prime-beta provider](https://github.com/openclaw/openclaw/pull/62893) — closed
7239
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7240
  ### `SYU8384`
7241
 
7242
  - profile: [github.com/SYU8384](https://github.com/SYU8384)
 
7371
  - [Issue #67016: Dreaming UI lacks status information — no visibility into last run, items found, or diary updates](https://github.com/openclaw/openclaw/issues/67016) — open
7372
  - [Issue #67013: Browser control heartbeat logs consecutiveErrors for expected unavailability](https://github.com/openclaw/openclaw/issues/67013) — open
7373
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7374
  ### `JIRBOY`
7375
 
7376
  - profile: [github.com/JIRBOY](https://github.com/JIRBOY)
 
10322
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abluesky6868)
10323
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abluesky6868)
10324
  - repo first seen: `2026-04-17T22:26:25Z`
10325
+ - repo last seen: `2026-04-18T02:54:49Z`
10326
  - first seen in snapshot: **no**
10327
  - repo association: **NONE**
10328
  - repo primary artifacts: **1**
10329
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
10330
+ - snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
10331
  - account age: **3181 days**
10332
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
10333
  - public orgs: none visible
 
10694
  Example artifacts:
10695
  - [PR #67023: fix(memory-core): prevent dreaming-narrative session leaks (#66358)](https://github.com/openclaw/openclaw/pull/67023) — open
10696
 
10697
+ ### `chrisabad`
10698
+
10699
+ - profile: [github.com/chrisabad](https://github.com/chrisabad)
10700
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achrisabad)
10701
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achrisabad)
10702
+ - repo first seen: `2026-04-18T02:47:00Z`
10703
+ - repo last seen: `2026-04-18T02:47:00Z`
10704
+ - first seen in snapshot: **yes**
10705
+ - repo association: **NONE**
10706
+ - repo primary artifacts: **1**
10707
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
10708
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
10709
+ - account age: **2185 days**
10710
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
10711
+ - public orgs: none visible
10712
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
10713
+ - heuristic read: **high open PR share; targets high-star repos**
10714
+
10715
+ Example artifacts:
10716
+ - [PR #68372: feat: add session-persistence truncation cap for tool results](https://github.com/openclaw/openclaw/pull/68372) — open
10717
+
10718
  ### `clemenshelm`
10719
 
10720
  - profile: [github.com/clemenshelm](https://github.com/clemenshelm)
 
12060
  Example artifacts:
12061
  - [PR #66525: add OpenCode integration plugin with dev tools](https://github.com/openclaw/openclaw/pull/66525) — open
12062
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
12063
  ### `Huangting-xy`
12064
 
12065
  - profile: [github.com/Huangting-xy](https://github.com/Huangting-xy)
 
12466
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajasonmakr)
12467
  - repo first seen: `2026-04-18T02:14:36Z`
12468
  - repo last seen: `2026-04-18T02:14:36Z`
12469
+ - first seen in snapshot: **no**
12470
  - repo association: **NONE**
12471
  - repo primary artifacts: **1**
12472
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
13614
  Example artifacts:
13615
  - [PR #67418: fix(channels): return null when no channels available in registry](https://github.com/openclaw/openclaw/pull/67418) — closed
13616
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
13617
  ### `magnusasnes-design`
13618
 
13619
  - profile: [github.com/magnusasnes-design](https://github.com/magnusasnes-design)
 
15092
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asamimjafari)
15093
  - repo first seen: `2026-04-18T01:57:49Z`
15094
  - repo last seen: `2026-04-18T01:59:46Z`
15095
+ - first seen in snapshot: **no**
15096
  - repo association: **NONE**
15097
  - repo primary artifacts: **1**
15098
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
15694
  Example artifacts:
15695
  - [PR #64811: feat(bluesky): add Bluesky DM channel plugin](https://github.com/openclaw/openclaw/pull/64811) — open, draft
15696
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
15697
  ### `TerryFYL`
15698
 
15699
  - profile: [github.com/TerryFYL](https://github.com/TerryFYL)
 
16289
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AXxXKoZXxX)
16290
  - repo first seen: `2026-04-18T02:05:23Z`
16291
  - repo last seen: `2026-04-18T02:05:23Z`
16292
+ - first seen in snapshot: **no**
16293
  - repo association: **NONE**
16294
  - repo primary artifacts: **1**
16295
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
16301
  - heuristic read: **high open PR share; targets high-star repos**
16302
 
16303
  Example artifacts:
16304
+ - [PR #68358: clawmerge](https://github.com/openclaw/openclaw/pull/68358) — closed
16305
 
16306
  ### `yaelsprikut`
16307
 
 
16457
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AYoungMoneyInvestments)
16458
  - repo first seen: `2026-02-23T16:58:16Z`
16459
  - repo last seen: `2026-04-18T01:31:11Z`
16460
+ - first seen in snapshot: **no**
16461
  - repo association: **NONE**
16462
  - repo primary artifacts: **1**
16463
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
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