Hugging Face's logo

Datasets:
evalstate
/
openclaw-pr

Modalities:
Tabular
Text
Formats:
parquet
Size:
100K - 1M
Libraries:
Datasets
pandas
Polars
Dataset card Data Studio Files
xet
 Community
evalstate HF Staff commited on
Commit
5e83a85
·
verified ·
1 Parent(s): 009cedc

Refresh openclaw dataset snapshot 20260419T032035Z

Browse files
Files changed (19) hide show
  1. README.md +1 -1
  2. comments.parquet +2 -2
  3. events.parquet +2 -2
  4. issue_comments.parquet +2 -2
  5. issues.parquet +2 -2
  6. links.parquet +2 -2
  7. manifest.json +25 -25
  8. new-contributors-report.json +819 -1031
  9. new-contributors-report.md +248 -334
  10. new_contributors.parquet +2 -2
  11. pr_comments.parquet +2 -2
  12. pr_diffs.parquet +2 -2
  13. pr_files.parquet +2 -2
  14. pull_requests.parquet +2 -2
  15. review_comments.parquet +2 -2
  16. reviews.parquet +2 -2
  17. snapshots/20260419T032035Z/manifest.json +39 -0
  18. snapshots/latest.json +4 -4
  19. state/watermark.json +4 -4
README.md CHANGED
@@ -75,7 +75,7 @@ Use:
75
  - eval set creation
76
 
77
  Notes:
78
- - latest snapshot: `20260419T022035Z`
79
  - raw data only; no labels or moderation decisions
80
  - PR metadata, file-level patch hunks, and full unified diffs are included
81
  - full file contents for changed files are not included
 
75
  - eval set creation
76
 
77
  Notes:
78
+ - latest snapshot: `20260419T032035Z`
79
  - raw data only; no labels or moderation decisions
80
  - PR metadata, file-level patch hunks, and full unified diffs are included
81
  - full file contents for changed files are not included
comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f4ece85a2f98fae391f6ba8a1c806b56a1de22d60d3a4d0814c1312c7b577275
3
- size 67664797
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e8458712cb417dc3b582bd0d3389ab097a3f3bbb44cc9d3443b76accd6dd9b8c
3
+ size 67676801
events.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9135ddfe287c7f6e3856a57ea94c8a93a6f709f2fca0b4db41477070036581fe
3
- size 1117598
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dddc8517377d83dcbdae19b0107f222fb179a913c6569135c03cdeec94da3f22
3
+ size 1121189
issue_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:17a1aaa8395c3a3d788eca7917354210dd0440cdada4c59e12ce4761a3553b65
3
- size 20067958
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9984683388dd7a4a041c6e073daf7521e660e0ba13e6fa6037d002069a96aaeb
3
+ size 20070989
issues.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a7a9a5b5b7c925ec643b5b791cf434b1bb07049635bc123f8d727c16324d8ec1
3
- size 6917103
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7fe98cd5cce89f2ec9926b34bfedc7d1ef9fd6768ac48feb7a6b9c4c9a363563
3
+ size 6953520
links.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b8bbff73d5e17666e8d8bf18df31e64de5bc9f46b1590310948bcc74f7555052
3
- size 535009
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9ca347800a87bd706b020dea07bff0eef2b12674d25cded53a4ff8f960f6a193
3
+ size 535464
manifest.json CHANGED
@@ -5,35 +5,35 @@
5
  "new_contributors_parquet": "new_contributors.parquet"
6
  },
7
  "counts": {
8
- "comments": 136757,
9
- "issues": 4546,
10
- "links": 44662,
11
- "new_contributors": 717,
12
- "pr_diffs": 3369,
13
- "pr_files": 72541,
14
- "pull_requests": 3369,
15
- "review_comments": 17598,
16
- "reviews": 13379,
17
- "timeline_events": 55659
18
  },
19
- "crawl_started_at": "2026-04-19T02:20:35Z",
20
  "delta_counts": {
21
- "comments": 31,
22
- "issue_stubs": 56,
23
- "issues": 18,
24
- "links": 91,
25
- "pr_diffs": 38,
26
- "pr_files": 617,
27
- "pull_requests": 38,
28
- "review_comments": 543,
29
- "reviews": 370,
30
- "timeline_events": 1245
31
  },
32
- "extracted_at": "2026-04-19T02:20:35Z",
33
  "repo": "openclaw/openclaw",
34
- "snapshot_id": "20260419T022035Z",
35
  "watermark": {
36
- "effective_since": "2026-04-19T01:20:35Z",
37
- "next_since": "2026-04-19T02:20:35Z"
38
  }
39
  }
 
5
  "new_contributors_parquet": "new_contributors.parquet"
6
  },
7
  "counts": {
8
+ "comments": 136777,
9
+ "issues": 4564,
10
+ "links": 44690,
11
+ "new_contributors": 713,
12
+ "pr_diffs": 3375,
13
+ "pr_files": 72509,
14
+ "pull_requests": 3375,
15
+ "review_comments": 17624,
16
+ "reviews": 13400,
17
+ "timeline_events": 55788
18
  },
19
+ "crawl_started_at": "2026-04-19T03:20:35Z",
20
  "delta_counts": {
21
+ "comments": 22,
22
+ "issue_stubs": 55,
23
+ "issues": 25,
24
+ "links": 77,
25
+ "pr_diffs": 30,
26
+ "pr_files": 264,
27
+ "pull_requests": 30,
28
+ "review_comments": 213,
29
+ "reviews": 155,
30
+ "timeline_events": 1089
31
  },
32
+ "extracted_at": "2026-04-19T03:20:35Z",
33
  "repo": "openclaw/openclaw",
34
+ "snapshot_id": "20260419T032035Z",
35
  "watermark": {
36
+ "effective_since": "2026-04-19T02:20:35Z",
37
+ "next_since": "2026-04-19T03:20:35Z"
38
  }
39
  }
new-contributors-report.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
  "schema_version": "1.0",
3
  "repo": "openclaw/openclaw",
4
- "snapshot_id": "20260419T022035Z",
5
- "generated_at": "2026-04-19T02:22:45Z",
6
  "window_days": 7,
7
  "max_authors": 0,
8
  "instrumentation": {
9
- "selected_contributors": 717,
10
- "first_seen_in_snapshot": 3,
11
- "known_via_prior_merged_pr": 114,
12
- "previous_primary_author_count": 4476,
13
- "selected_seen_in_previous_primary": 714,
14
  "previous_report_contributor_count": 717,
15
- "selected_overlap_previous_report": 714,
16
- "selected_overlap_previous_report_rate": 0.9958,
17
- "reused_previous_report_entries": 707,
18
- "reused_known_merged_contributors": 113,
19
- "live_fetches": 10,
20
  "window_anchor": "run_time",
21
  "window_anchor_cacheable": false,
22
- "enrichment_elapsed_seconds": 5.836,
23
- "enrichment_avg_seconds_per_author": 0.008,
24
  "enrichment_failures": 7
25
  },
26
  "contributors": [
@@ -372,20 +372,20 @@
372
  "fetch_error": null
373
  },
374
  {
375
- "author_login": "neeravmakwana",
376
- "name": "Neerav Makwana",
377
- "profile_url": "https://github.com/neeravmakwana",
378
- "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aneeravmakwana",
379
- "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aneeravmakwana",
380
- "repo_first_seen_at": "2026-02-24T02:57:36Z",
381
- "repo_last_seen_at": "2026-04-19T01:02:07Z",
382
- "repo_primary_artifact_count": 40,
383
- "repo_artifact_count": 151,
384
- "snapshot_issue_count": 0,
385
  "snapshot_pr_count": 40,
386
- "snapshot_comment_count": 105,
387
- "snapshot_review_count": 3,
388
- "snapshot_review_comment_count": 3,
389
  "repo_association": "CONTRIBUTOR",
390
  "new_to_repo": false,
391
  "first_seen_in_snapshot": false,
@@ -393,76 +393,87 @@
393
  "report_reason": null,
394
  "enrichment_source": "previous_report",
395
  "live_refetch_skipped": true,
396
- "account_age_days": 64,
397
- "young_account": true,
398
  "follow_through_score": "weak",
399
  "breadth_score": "low",
400
  "automation_risk_signal": "medium",
401
- "heuristic_note": "very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos",
402
  "public_orgs": [],
403
  "activity": {
404
- "visible_authored_pr_count": 34,
405
- "merged_pr_count": 8,
406
- "closed_unmerged_pr_count": 18,
407
- "open_pr_count": 8,
408
- "merged_pr_rate": 0.2353,
409
- "closed_unmerged_pr_rate": 0.5294,
410
- "still_open_pr_rate": 0.2353,
411
- "distinct_repos_with_authored_prs": 1,
412
- "distinct_repos_with_open_prs": 1
413
  },
414
  "examples": {
415
  "pull_requests": [
416
  {
417
  "kind": "pull_request",
418
- "number": 68747,
419
- "title": "PDF tool: abort stalled remote fetch after 30s idle timeout",
420
- "url": "https://github.com/openclaw/openclaw/pull/68747",
421
- "state": "open",
422
  "merged": false,
423
  "draft": false,
424
- "created_at": "2026-04-19T01:02:07Z"
425
  },
426
  {
427
  "kind": "pull_request",
428
- "number": 68740,
429
- "title": "Ollama/models: detect Gemma 4 and `thinking` capability as reasoning",
430
- "url": "https://github.com/openclaw/openclaw/pull/68740",
431
  "state": "open",
432
  "merged": false,
433
  "draft": false,
434
- "created_at": "2026-04-19T00:47:25Z"
435
  },
436
  {
437
  "kind": "pull_request",
438
- "number": 68366,
439
- "title": "Google Gemini CLI: pass --yolo so non-interactive --prompt invocations expose write/edit tools (#68216)",
440
- "url": "https://github.com/openclaw/openclaw/pull/68366",
441
  "state": "open",
442
  "merged": false,
443
  "draft": false,
444
- "created_at": "2026-04-18T02:27:04Z"
445
  }
446
  ],
447
- "issues": []
 
 
 
 
 
 
 
 
 
 
 
448
  },
449
  "fetch_error": null
450
  },
451
  {
452
- "author_login": "nightq",
453
- "name": "Mr.NightQ",
454
- "profile_url": "https://github.com/nightq",
455
- "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anightq",
456
- "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anightq",
457
- "repo_first_seen_at": "2026-04-01T13:17:35Z",
458
- "repo_last_seen_at": "2026-04-18T13:12:18Z",
459
  "repo_primary_artifact_count": 40,
460
- "repo_artifact_count": 41,
461
- "snapshot_issue_count": 1,
462
- "snapshot_pr_count": 39,
463
- "snapshot_comment_count": 1,
464
- "snapshot_review_count": 0,
465
- "snapshot_review_comment_count": 0,
466
  "repo_association": "CONTRIBUTOR",
467
  "new_to_repo": false,
468
  "first_seen_in_snapshot": false,
@@ -470,69 +481,58 @@
470
  "report_reason": null,
471
  "enrichment_source": "previous_report",
472
  "live_refetch_skipped": true,
473
- "account_age_days": 4825,
474
- "young_account": false,
475
  "follow_through_score": "weak",
476
  "breadth_score": "low",
477
  "automation_risk_signal": "medium",
478
- "heuristic_note": "extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos",
479
  "public_orgs": [],
480
  "activity": {
481
- "visible_authored_pr_count": 116,
482
- "merged_pr_count": 1,
483
- "closed_unmerged_pr_count": 69,
484
- "open_pr_count": 46,
485
- "merged_pr_rate": 0.0086,
486
- "closed_unmerged_pr_rate": 0.5948,
487
- "still_open_pr_rate": 0.3966,
488
- "distinct_repos_with_authored_prs": 2,
489
- "distinct_repos_with_open_prs": 2
490
  },
491
  "examples": {
492
  "pull_requests": [
493
  {
494
  "kind": "pull_request",
495
- "number": 68570,
496
- "title": "fix(matrix): strip mention prefix before slash command matching",
497
- "url": "https://github.com/openclaw/openclaw/pull/68570",
498
  "state": "open",
499
  "merged": false,
500
  "draft": false,
501
- "created_at": "2026-04-18T13:12:18Z"
502
  },
503
  {
504
  "kind": "pull_request",
505
- "number": 68469,
506
- "title": "fix(browser): allow attachOnly profiles retry window for CDP connection",
507
- "url": "https://github.com/openclaw/openclaw/pull/68469",
508
  "state": "open",
509
  "merged": false,
510
  "draft": false,
511
- "created_at": "2026-04-18T08:20:34Z"
512
  },
513
  {
514
  "kind": "pull_request",
515
- "number": 68422,
516
- "title": "fix(ui): constrain web chat width to 920px for better readability",
517
- "url": "https://github.com/openclaw/openclaw/pull/68422",
518
  "state": "open",
519
  "merged": false,
520
  "draft": false,
521
- "created_at": "2026-04-18T05:45:43Z"
522
  }
523
  ],
524
- "issues": [
525
- {
526
- "kind": "issue",
527
- "number": 59034,
528
- "title": "[macOS] screen.record command not available on node",
529
- "url": "https://github.com/openclaw/openclaw/issues/59034",
530
- "state": "open",
531
- "merged": null,
532
- "draft": null,
533
- "created_at": "2026-04-01T13:17:35Z"
534
- }
535
- ]
536
  },
537
  "fetch_error": null
538
  },
@@ -821,11 +821,11 @@
821
  "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akagura-agent",
822
  "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akagura-agent",
823
  "repo_first_seen_at": "2026-03-18T00:16:55Z",
824
- "repo_last_seen_at": "2026-04-19T01:20:33Z",
825
- "repo_primary_artifact_count": 37,
826
- "repo_artifact_count": 87,
827
  "snapshot_issue_count": 7,
828
- "snapshot_pr_count": 30,
829
  "snapshot_comment_count": 50,
830
  "snapshot_review_count": 0,
831
  "snapshot_review_comment_count": 0,
@@ -856,6 +856,16 @@
856
  },
857
  "examples": {
858
  "pull_requests": [
 
 
 
 
 
 
 
 
 
 
859
  {
860
  "kind": "pull_request",
861
  "number": 68753,
@@ -875,16 +885,6 @@
875
  "merged": true,
876
  "draft": false,
877
  "created_at": "2026-04-19T01:00:27Z"
878
- },
879
- {
880
- "kind": "pull_request",
881
- "number": 68722,
882
- "title": "fix: chmod openclaw.json to 0o600 after atomic rename on config write",
883
- "url": "https://github.com/openclaw/openclaw/pull/68722",
884
- "state": "closed",
885
- "merged": false,
886
- "draft": false,
887
- "created_at": "2026-04-18T23:21:22Z"
888
  }
889
  ],
890
  "issues": [
@@ -1358,13 +1358,13 @@
1358
  "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aobviyus",
1359
  "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aobviyus",
1360
  "repo_first_seen_at": "2026-01-04T13:17:28Z",
1361
- "repo_last_seen_at": "2026-04-19T02:20:39Z",
1362
  "repo_primary_artifact_count": 19,
1363
- "repo_artifact_count": 602,
1364
  "snapshot_issue_count": 0,
1365
  "snapshot_pr_count": 19,
1366
- "snapshot_comment_count": 531,
1367
- "snapshot_review_count": 48,
1368
  "snapshot_review_comment_count": 4,
1369
  "repo_association": "CONTRIBUTOR",
1370
  "new_to_repo": false,
@@ -1437,14 +1437,14 @@
1437
  "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aomarshahine",
1438
  "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aomarshahine",
1439
  "repo_first_seen_at": "2026-02-20T03:30:56Z",
1440
- "repo_last_seen_at": "2026-04-17T17:54:01Z",
1441
  "repo_primary_artifact_count": 28,
1442
- "repo_artifact_count": 130,
1443
  "snapshot_issue_count": 10,
1444
  "snapshot_pr_count": 18,
1445
  "snapshot_comment_count": 72,
1446
- "snapshot_review_count": 15,
1447
- "snapshot_review_comment_count": 15,
1448
  "repo_association": "CONTRIBUTOR",
1449
  "new_to_repo": false,
1450
  "first_seen_in_snapshot": false,
@@ -1655,12 +1655,12 @@
1655
  "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ABunsDev",
1656
  "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ABunsDev",
1657
  "repo_first_seen_at": "2026-02-07T11:32:40Z",
1658
- "repo_last_seen_at": "2026-04-18T05:54:02Z",
1659
  "repo_primary_artifact_count": 18,
1660
- "repo_artifact_count": 158,
1661
  "snapshot_issue_count": 0,
1662
  "snapshot_pr_count": 18,
1663
- "snapshot_comment_count": 89,
1664
  "snapshot_review_count": 26,
1665
  "snapshot_review_comment_count": 25,
1666
  "repo_association": "MEMBER",
@@ -4256,8 +4256,8 @@
4256
  "number": 67785,
4257
  "title": "fix(agents): scope nested lane per target session to stop cross-agent blocking (#67502)",
4258
  "url": "https://github.com/openclaw/openclaw/pull/67785",
4259
- "state": "open",
4260
- "merged": false,
4261
  "draft": false,
4262
  "created_at": "2026-04-16T19:05:08Z"
4263
  }
@@ -9117,114 +9117,6 @@
9117
  },
9118
  "fetch_error": null
9119
  },
9120
- {
9121
- "author_login": "Kyzcreig",
9122
- "name": null,
9123
- "profile_url": "https://github.com/Kyzcreig",
9124
- "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AKyzcreig",
9125
- "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AKyzcreig",
9126
- "repo_first_seen_at": "2026-03-26T04:03:04Z",
9127
- "repo_last_seen_at": "2026-04-17T04:56:22Z",
9128
- "repo_primary_artifact_count": 9,
9129
- "repo_artifact_count": 10,
9130
- "snapshot_issue_count": 5,
9131
- "snapshot_pr_count": 4,
9132
- "snapshot_comment_count": 1,
9133
- "snapshot_review_count": 0,
9134
- "snapshot_review_comment_count": 0,
9135
- "repo_association": "NONE",
9136
- "new_to_repo": false,
9137
- "first_seen_in_snapshot": false,
9138
- "known_via_prior_merged_pr": false,
9139
- "report_reason": null,
9140
- "enrichment_source": "previous_report",
9141
- "live_refetch_skipped": true,
9142
- "account_age_days": 4208,
9143
- "young_account": false,
9144
- "follow_through_score": "mixed",
9145
- "breadth_score": "low",
9146
- "automation_risk_signal": "low",
9147
- "heuristic_note": "high open PR share; targets high-star repos",
9148
- "public_orgs": [],
9149
- "activity": {
9150
- "visible_authored_pr_count": 7,
9151
- "merged_pr_count": 3,
9152
- "closed_unmerged_pr_count": 1,
9153
- "open_pr_count": 3,
9154
- "merged_pr_rate": 0.4286,
9155
- "closed_unmerged_pr_rate": 0.1429,
9156
- "still_open_pr_rate": 0.4286,
9157
- "distinct_repos_with_authored_prs": 3,
9158
- "distinct_repos_with_open_prs": 1
9159
- },
9160
- "examples": {
9161
- "pull_requests": [
9162
- {
9163
- "kind": "pull_request",
9164
- "number": 66398,
9165
- "title": "feat: instrument active-memory embedded runs",
9166
- "url": "https://github.com/openclaw/openclaw/pull/66398",
9167
- "state": "closed",
9168
- "merged": false,
9169
- "draft": false,
9170
- "created_at": "2026-04-14T07:21:39Z"
9171
- },
9172
- {
9173
- "kind": "pull_request",
9174
- "number": 65284,
9175
- "title": "fix(context): avoid stale provider context window collisions",
9176
- "url": "https://github.com/openclaw/openclaw/pull/65284",
9177
- "state": "open",
9178
- "merged": false,
9179
- "draft": false,
9180
- "created_at": "2026-04-12T09:44:58Z"
9181
- },
9182
- {
9183
- "kind": "pull_request",
9184
- "number": 65134,
9185
- "title": "fix: use completeSimple for LLM slug generation instead of runEmbeddedPiAgent",
9186
- "url": "https://github.com/openclaw/openclaw/pull/65134",
9187
- "state": "open",
9188
- "merged": false,
9189
- "draft": false,
9190
- "created_at": "2026-04-12T03:11:30Z"
9191
- }
9192
- ],
9193
- "issues": [
9194
- {
9195
- "kind": "issue",
9196
- "number": 64721,
9197
- "title": "Cron tool schema missing model/timeout/contextTokens/maxSpendUsd fields",
9198
- "url": "https://github.com/openclaw/openclaw/issues/64721",
9199
- "state": "open",
9200
- "merged": null,
9201
- "draft": null,
9202
- "created_at": "2026-04-11T08:41:41Z"
9203
- },
9204
- {
9205
- "kind": "issue",
9206
- "number": 64327,
9207
- "title": "Include effective contextTokens limit in hook event context",
9208
- "url": "https://github.com/openclaw/openclaw/issues/64327",
9209
- "state": "open",
9210
- "merged": null,
9211
- "draft": null,
9212
- "created_at": "2026-04-10T13:43:42Z"
9213
- },
9214
- {
9215
- "kind": "issue",
9216
- "number": 64268,
9217
- "title": "Emit llm_output per-LLM-call in agentic loops, not just once per turn",
9218
- "url": "https://github.com/openclaw/openclaw/issues/64268",
9219
- "state": "open",
9220
- "merged": null,
9221
- "draft": null,
9222
- "created_at": "2026-04-10T10:54:21Z"
9223
- }
9224
- ]
9225
- },
9226
- "fetch_error": null
9227
- },
9228
  {
9229
  "author_login": "dlebee-agent",
9230
  "name": null,
@@ -9927,6 +9819,83 @@
9927
  },
9928
  "fetch_error": null
9929
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
9930
  {
9931
  "author_login": "dutifulbob",
9932
  "name": "Bob",
@@ -11020,114 +10989,6 @@
11020
  },
11021
  "fetch_error": null
11022
  },
11023
- {
11024
- "author_login": "CyberRaccoonTeam",
11025
- "name": "RaccoonLabs",
11026
- "profile_url": "https://github.com/CyberRaccoonTeam",
11027
- "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ACyberRaccoonTeam",
11028
- "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ACyberRaccoonTeam",
11029
- "repo_first_seen_at": "2026-04-11T12:36:28Z",
11030
- "repo_last_seen_at": "2026-04-18T16:29:15Z",
11031
- "repo_primary_artifact_count": 7,
11032
- "repo_artifact_count": 18,
11033
- "snapshot_issue_count": 4,
11034
- "snapshot_pr_count": 3,
11035
- "snapshot_comment_count": 11,
11036
- "snapshot_review_count": 0,
11037
- "snapshot_review_comment_count": 0,
11038
- "repo_association": "NONE",
11039
- "new_to_repo": false,
11040
- "first_seen_in_snapshot": false,
11041
- "known_via_prior_merged_pr": false,
11042
- "report_reason": null,
11043
- "enrichment_source": "previous_report",
11044
- "live_refetch_skipped": true,
11045
- "account_age_days": 451,
11046
- "young_account": false,
11047
- "follow_through_score": "weak",
11048
- "breadth_score": "moderate",
11049
- "automation_risk_signal": "low",
11050
- "heuristic_note": "many recent closed-unmerged PRs; no visible non-self stars",
11051
- "public_orgs": [],
11052
- "activity": {
11053
- "visible_authored_pr_count": 18,
11054
- "merged_pr_count": 2,
11055
- "closed_unmerged_pr_count": 12,
11056
- "open_pr_count": 4,
11057
- "merged_pr_rate": 0.1111,
11058
- "closed_unmerged_pr_rate": 0.6667,
11059
- "still_open_pr_rate": 0.2222,
11060
- "distinct_repos_with_authored_prs": 9,
11061
- "distinct_repos_with_open_prs": 2
11062
- },
11063
- "examples": {
11064
- "pull_requests": [
11065
- {
11066
- "kind": "pull_request",
11067
- "number": 66980,
11068
- "title": "fix(theme): accessibility tweaks for Matrix/Cyberpunk (PR #66387)",
11069
- "url": "https://github.com/openclaw/openclaw/pull/66980",
11070
- "state": "closed",
11071
- "merged": false,
11072
- "draft": false,
11073
- "created_at": "2026-04-15T04:38:57Z"
11074
- },
11075
- {
11076
- "kind": "pull_request",
11077
- "number": 66387,
11078
- "title": "feat: Add Matrix theme with lime green digital rain aesthetic",
11079
- "url": "https://github.com/openclaw/openclaw/pull/66387",
11080
- "state": "open",
11081
- "merged": false,
11082
- "draft": false,
11083
- "created_at": "2026-04-14T06:41:56Z"
11084
- },
11085
- {
11086
- "kind": "pull_request",
11087
- "number": 65121,
11088
- "title": "fix: validate channel requirement at cron job creation time (#53379)",
11089
- "url": "https://github.com/openclaw/openclaw/pull/65121",
11090
- "state": "closed",
11091
- "merged": false,
11092
- "draft": false,
11093
- "created_at": "2026-04-12T02:52:37Z"
11094
- }
11095
- ],
11096
- "issues": [
11097
- {
11098
- "kind": "issue",
11099
- "number": 67494,
11100
- "title": "Bug: Model selector not working in Chat panel (only Primary Model setting works)",
11101
- "url": "https://github.com/openclaw/openclaw/issues/67494",
11102
- "state": "open",
11103
- "merged": null,
11104
- "draft": null,
11105
- "created_at": "2026-04-16T03:19:03Z"
11106
- },
11107
- {
11108
- "kind": "issue",
11109
- "number": 66392,
11110
- "title": "[Feature Proposal] Matrix and Cyberpunk themes for Control UI",
11111
- "url": "https://github.com/openclaw/openclaw/issues/66392",
11112
- "state": "open",
11113
- "merged": null,
11114
- "draft": null,
11115
- "created_at": "2026-04-14T07:01:11Z"
11116
- },
11117
- {
11118
- "kind": "issue",
11119
- "number": 66356,
11120
- "title": "[Bug]: Discord guided setup says \"not enabled\" and skips token input in configure wizard",
11121
- "url": "https://github.com/openclaw/openclaw/issues/66356",
11122
- "state": "open",
11123
- "merged": null,
11124
- "draft": null,
11125
- "created_at": "2026-04-14T05:06:33Z"
11126
- }
11127
- ]
11128
- },
11129
- "fetch_error": null
11130
- },
11131
  {
11132
  "author_login": "jinon86",
11133
  "name": null,
@@ -11936,83 +11797,6 @@
11936
  },
11937
  "fetch_error": null
11938
  },
11939
- {
11940
- "author_login": "chrisabad",
11941
- "name": null,
11942
- "profile_url": "https://github.com/chrisabad",
11943
- "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achrisabad",
11944
- "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achrisabad",
11945
- "repo_first_seen_at": "2026-04-18T02:47:00Z",
11946
- "repo_last_seen_at": "2026-04-19T00:58:23Z",
11947
- "repo_primary_artifact_count": 3,
11948
- "repo_artifact_count": 3,
11949
- "snapshot_issue_count": 0,
11950
- "snapshot_pr_count": 3,
11951
- "snapshot_comment_count": 0,
11952
- "snapshot_review_count": 0,
11953
- "snapshot_review_comment_count": 0,
11954
- "repo_association": "NONE",
11955
- "new_to_repo": false,
11956
- "first_seen_in_snapshot": false,
11957
- "known_via_prior_merged_pr": false,
11958
- "report_reason": null,
11959
- "enrichment_source": "previous_report",
11960
- "live_refetch_skipped": true,
11961
- "account_age_days": 2185,
11962
- "young_account": false,
11963
- "follow_through_score": "weak",
11964
- "breadth_score": "low",
11965
- "automation_risk_signal": "low",
11966
- "heuristic_note": "high open PR share; targets high-star repos",
11967
- "public_orgs": [],
11968
- "activity": {
11969
- "visible_authored_pr_count": 1,
11970
- "merged_pr_count": 0,
11971
- "closed_unmerged_pr_count": 0,
11972
- "open_pr_count": 1,
11973
- "merged_pr_rate": 0.0,
11974
- "closed_unmerged_pr_rate": 0.0,
11975
- "still_open_pr_rate": 1.0,
11976
- "distinct_repos_with_authored_prs": 1,
11977
- "distinct_repos_with_open_prs": 1
11978
- },
11979
- "examples": {
11980
- "pull_requests": [
11981
- {
11982
- "kind": "pull_request",
11983
- "number": 68745,
11984
- "title": "fix(slack): share HTTP route registry via globalThis across module instances",
11985
- "url": "https://github.com/openclaw/openclaw/pull/68745",
11986
- "state": "open",
11987
- "merged": false,
11988
- "draft": false,
11989
- "created_at": "2026-04-19T00:58:23Z"
11990
- },
11991
- {
11992
- "kind": "pull_request",
11993
- "number": 68381,
11994
- "title": "feat: add maxExecutionMs per-task timeout to command lane",
11995
- "url": "https://github.com/openclaw/openclaw/pull/68381",
11996
- "state": "open",
11997
- "merged": false,
11998
- "draft": false,
11999
- "created_at": "2026-04-18T03:36:42Z"
12000
- },
12001
- {
12002
- "kind": "pull_request",
12003
- "number": 68372,
12004
- "title": "feat: add session-persistence truncation cap for tool results",
12005
- "url": "https://github.com/openclaw/openclaw/pull/68372",
12006
- "state": "open",
12007
- "merged": false,
12008
- "draft": false,
12009
- "created_at": "2026-04-18T02:47:00Z"
12010
- }
12011
- ],
12012
- "issues": []
12013
- },
12014
- "fetch_error": null
12015
- },
12016
  {
12017
  "author_login": "damselem",
12018
  "name": "Daniel Salmer\u00f3n Amselem",
@@ -12552,86 +12336,6 @@
12552
  },
12553
  "fetch_error": null
12554
  },
12555
- {
12556
- "author_login": "mr-kelly",
12557
- "name": "Kelly Peilin Chan",
12558
- "profile_url": "https://github.com/mr-kelly",
12559
- "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amr-kelly",
12560
- "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amr-kelly",
12561
- "repo_first_seen_at": "2026-04-12T02:56:34Z",
12562
- "repo_last_seen_at": "2026-04-12T03:22:26Z",
12563
- "repo_primary_artifact_count": 3,
12564
- "repo_artifact_count": 3,
12565
- "snapshot_issue_count": 0,
12566
- "snapshot_pr_count": 3,
12567
- "snapshot_comment_count": 0,
12568
- "snapshot_review_count": 0,
12569
- "snapshot_review_comment_count": 0,
12570
- "repo_association": "NONE",
12571
- "new_to_repo": false,
12572
- "first_seen_in_snapshot": false,
12573
- "known_via_prior_merged_pr": false,
12574
- "report_reason": null,
12575
- "enrichment_source": "previous_report",
12576
- "live_refetch_skipped": true,
12577
- "account_age_days": 5603,
12578
- "young_account": false,
12579
- "follow_through_score": "weak",
12580
- "breadth_score": "low",
12581
- "automation_risk_signal": "low",
12582
- "heuristic_note": "high open PR share; targets high-star repos",
12583
- "public_orgs": [
12584
- "cosmosbox",
12585
- "kingsoft-topgame"
12586
- ],
12587
- "activity": {
12588
- "visible_authored_pr_count": 3,
12589
- "merged_pr_count": 0,
12590
- "closed_unmerged_pr_count": 0,
12591
- "open_pr_count": 3,
12592
- "merged_pr_rate": 0.0,
12593
- "closed_unmerged_pr_rate": 0.0,
12594
- "still_open_pr_rate": 1.0,
12595
- "distinct_repos_with_authored_prs": 1,
12596
- "distinct_repos_with_open_prs": 1
12597
- },
12598
- "examples": {
12599
- "pull_requests": [
12600
- {
12601
- "kind": "pull_request",
12602
- "number": 65137,
12603
- "title": "fix: [Bug]: tools.exec.security: full does not enable inline Python execution (strictInlineEval still blocks)",
12604
- "url": "https://github.com/openclaw/openclaw/pull/65137",
12605
- "state": "open",
12606
- "merged": false,
12607
- "draft": false,
12608
- "created_at": "2026-04-12T03:22:26Z"
12609
- },
12610
- {
12611
- "kind": "pull_request",
12612
- "number": 65128,
12613
- "title": "fix: [Bug]: Browser tool SSRF policy blocks all hostname URLs",
12614
- "url": "https://github.com/openclaw/openclaw/pull/65128",
12615
- "state": "open",
12616
- "merged": false,
12617
- "draft": false,
12618
- "created_at": "2026-04-12T02:58:12Z"
12619
- },
12620
- {
12621
- "kind": "pull_request",
12622
- "number": 65124,
12623
- "title": "fix: [Bug]: Completion cache update failed due to missing qa/scenarios/index.md in npm package",
12624
- "url": "https://github.com/openclaw/openclaw/pull/65124",
12625
- "state": "open",
12626
- "merged": false,
12627
- "draft": false,
12628
- "created_at": "2026-04-12T02:56:34Z"
12629
- }
12630
- ],
12631
- "issues": []
12632
- },
12633
- "fetch_error": null
12634
- },
12635
  {
12636
  "author_login": "mylukin",
12637
  "name": "Lukin",
@@ -13448,6 +13152,114 @@
13448
  },
13449
  "fetch_error": null
13450
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
13451
  {
13452
  "author_login": "jhsmith409",
13453
  "name": "Jim Smith",
@@ -13739,6 +13551,114 @@
13739
  },
13740
  "fetch_error": null
13741
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
13742
  {
13743
  "author_login": "glfruit",
13744
  "name": "Fruit Lee",
@@ -14558,6 +14478,94 @@
14558
  },
14559
  "fetch_error": null
14560
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
14561
  {
14562
  "author_login": "frankhli843",
14563
  "name": "Frank Haolun Li",
@@ -15710,6 +15718,84 @@
15710
  },
15711
  "fetch_error": null
15712
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
15713
  {
15714
  "author_login": "wzhgba",
15715
  "name": "Wu Zehuan",
@@ -16391,73 +16477,6 @@
16391
  },
16392
  "fetch_error": null
16393
  },
16394
- {
16395
- "author_login": "EdderTalmor",
16396
- "name": "Edder Talmor",
16397
- "profile_url": "https://github.com/EdderTalmor",
16398
- "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEdderTalmor",
16399
- "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEdderTalmor",
16400
- "repo_first_seen_at": "2026-04-12T02:32:19Z",
16401
- "repo_last_seen_at": "2026-04-12T03:00:00Z",
16402
- "repo_primary_artifact_count": 2,
16403
- "repo_artifact_count": 3,
16404
- "snapshot_issue_count": 0,
16405
- "snapshot_pr_count": 2,
16406
- "snapshot_comment_count": 1,
16407
- "snapshot_review_count": 0,
16408
- "snapshot_review_comment_count": 0,
16409
- "repo_association": "CONTRIBUTOR",
16410
- "new_to_repo": false,
16411
- "first_seen_in_snapshot": false,
16412
- "known_via_prior_merged_pr": true,
16413
- "report_reason": null,
16414
- "enrichment_source": "previous_report",
16415
- "live_refetch_skipped": true,
16416
- "account_age_days": 2678,
16417
- "young_account": false,
16418
- "follow_through_score": "weak",
16419
- "breadth_score": "low",
16420
- "automation_risk_signal": "low",
16421
- "heuristic_note": "high open PR share; no visible non-self stars; targets high-star repos",
16422
- "public_orgs": [],
16423
- "activity": {
16424
- "visible_authored_pr_count": 21,
16425
- "merged_pr_count": 1,
16426
- "closed_unmerged_pr_count": 3,
16427
- "open_pr_count": 17,
16428
- "merged_pr_rate": 0.0476,
16429
- "closed_unmerged_pr_rate": 0.1429,
16430
- "still_open_pr_rate": 0.8095,
16431
- "distinct_repos_with_authored_prs": 2,
16432
- "distinct_repos_with_open_prs": 2
16433
- },
16434
- "examples": {
16435
- "pull_requests": [
16436
- {
16437
- "kind": "pull_request",
16438
- "number": 65118,
16439
- "title": "fix: gracefully handle missing QA scenario pack in npm distributions (closes #65082)",
16440
- "url": "https://github.com/openclaw/openclaw/pull/65118",
16441
- "state": "closed",
16442
- "merged": true,
16443
- "draft": false,
16444
- "created_at": "2026-04-12T02:44:21Z"
16445
- },
16446
- {
16447
- "kind": "pull_request",
16448
- "number": 65111,
16449
- "title": "fix: allow built-in chat commands to bypass plugins.allow check (closes #65083)",
16450
- "url": "https://github.com/openclaw/openclaw/pull/65111",
16451
- "state": "open",
16452
- "merged": false,
16453
- "draft": false,
16454
- "created_at": "2026-04-12T02:32:19Z"
16455
- }
16456
- ],
16457
- "issues": []
16458
- },
16459
- "fetch_error": null
16460
- },
16461
  {
16462
  "author_login": "ender-wiggin-ai",
16463
  "name": null,
@@ -16532,12 +16551,12 @@
16532
  "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEruditi",
16533
  "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEruditi",
16534
  "repo_first_seen_at": "2026-04-16T15:08:41Z",
16535
- "repo_last_seen_at": "2026-04-19T02:12:50Z",
16536
  "repo_primary_artifact_count": 2,
16537
- "repo_artifact_count": 14,
16538
  "snapshot_issue_count": 0,
16539
  "snapshot_pr_count": 2,
16540
- "snapshot_comment_count": 7,
16541
  "snapshot_review_count": 3,
16542
  "snapshot_review_comment_count": 2,
16543
  "repo_association": "NONE",
@@ -16572,7 +16591,7 @@
16572
  "number": 67720,
16573
  "title": "Improve language translations for multiple languages",
16574
  "url": "https://github.com/openclaw/openclaw/pull/67720",
16575
- "state": "open",
16576
  "merged": false,
16577
  "draft": false,
16578
  "created_at": "2026-04-16T15:18:46Z"
@@ -19223,6 +19242,73 @@
19223
  },
19224
  "fetch_error": null
19225
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
19226
  {
19227
  "author_login": "weichengdeng",
19228
  "name": "\u9127\u3000\u5049\u7a0b",
@@ -21143,6 +21229,86 @@
21143
  },
21144
  "fetch_error": null
21145
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
21146
  {
21147
  "author_login": "richardclawbot",
21148
  "name": null,
@@ -23681,13 +23847,13 @@
23681
  "fetch_error": null
23682
  },
23683
  {
23684
- "author_login": "ttomiczek",
23685
- "name": null,
23686
- "profile_url": "https://github.com/ttomiczek",
23687
- "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Attomiczek",
23688
- "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Attomiczek",
23689
- "repo_first_seen_at": "2026-04-10T05:23:08Z",
23690
- "repo_last_seen_at": "2026-04-18T11:33:17Z",
23691
  "repo_primary_artifact_count": 14,
23692
  "repo_artifact_count": 21,
23693
  "snapshot_issue_count": 13,
@@ -23702,83 +23868,83 @@
23702
  "report_reason": null,
23703
  "enrichment_source": "previous_report",
23704
  "live_refetch_skipped": true,
23705
- "account_age_days": 41,
23706
- "young_account": true,
23707
  "follow_through_score": "weak",
23708
  "breadth_score": "low",
23709
- "automation_risk_signal": "medium",
23710
- "heuristic_note": "very new account; high open PR share; no visible non-self stars; targets high-star repos",
23711
  "public_orgs": [],
23712
  "activity": {
23713
- "visible_authored_pr_count": 1,
23714
  "merged_pr_count": 0,
23715
  "closed_unmerged_pr_count": 0,
23716
- "open_pr_count": 1,
23717
  "merged_pr_rate": 0.0,
23718
  "closed_unmerged_pr_rate": 0.0,
23719
  "still_open_pr_rate": 1.0,
23720
- "distinct_repos_with_authored_prs": 1,
23721
- "distinct_repos_with_open_prs": 1
23722
  },
23723
  "examples": {
23724
  "pull_requests": [
23725
  {
23726
  "kind": "pull_request",
23727
- "number": 67073,
23728
- "title": "fix(dreaming): use isolated sessionTarget instead of main (#67021)",
23729
- "url": "https://github.com/openclaw/openclaw/pull/67073",
23730
  "state": "open",
23731
  "merged": false,
23732
  "draft": false,
23733
- "created_at": "2026-04-15T08:26:04Z"
23734
  }
23735
  ],
23736
  "issues": [
23737
  {
23738
  "kind": "issue",
23739
- "number": 68533,
23740
- "title": "Paperclip v2026.416.0: API route passes project name as UUID to PostgreSQL",
23741
- "url": "https://github.com/openclaw/openclaw/issues/68533",
23742
  "state": "open",
23743
  "merged": null,
23744
  "draft": null,
23745
- "created_at": "2026-04-18T11:33:17Z"
23746
  },
23747
  {
23748
  "kind": "issue",
23749
- "number": 68468,
23750
- "title": "Change default dreaming storage.mode from inline to separate",
23751
- "url": "https://github.com/openclaw/openclaw/issues/68468",
23752
  "state": "open",
23753
  "merged": null,
23754
  "draft": null,
23755
- "created_at": "2026-04-18T08:20:34Z"
23756
  },
23757
  {
23758
  "kind": "issue",
23759
- "number": 68467,
23760
- "title": "Dreaming inline mode silently produces no output (storage.mode: inline broken)",
23761
- "url": "https://github.com/openclaw/openclaw/issues/68467",
23762
  "state": "open",
23763
  "merged": null,
23764
  "draft": null,
23765
- "created_at": "2026-04-18T08:20:24Z"
23766
  }
23767
  ]
23768
  },
23769
  "fetch_error": null
23770
  },
23771
  {
23772
- "author_login": "JIRBOY",
23773
- "name": "JIRBOY",
23774
- "profile_url": "https://github.com/JIRBOY",
23775
- "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AJIRBOY",
23776
- "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJIRBOY",
23777
- "repo_first_seen_at": "2026-04-11T06:03:38Z",
23778
- "repo_last_seen_at": "2026-04-18T01:40:12Z",
23779
- "repo_primary_artifact_count": 8,
23780
- "repo_artifact_count": 15,
23781
- "snapshot_issue_count": 7,
23782
  "snapshot_pr_count": 1,
23783
  "snapshot_comment_count": 7,
23784
  "snapshot_review_count": 0,
@@ -23790,67 +23956,67 @@
23790
  "report_reason": null,
23791
  "enrichment_source": "previous_report",
23792
  "live_refetch_skipped": true,
23793
- "account_age_days": 2565,
23794
- "young_account": false,
23795
  "follow_through_score": "weak",
23796
  "breadth_score": "low",
23797
- "automation_risk_signal": "low",
23798
- "heuristic_note": "high open PR share; targets high-star repos",
23799
  "public_orgs": [],
23800
  "activity": {
23801
- "visible_authored_pr_count": 2,
23802
  "merged_pr_count": 0,
23803
  "closed_unmerged_pr_count": 0,
23804
- "open_pr_count": 2,
23805
  "merged_pr_rate": 0.0,
23806
  "closed_unmerged_pr_rate": 0.0,
23807
  "still_open_pr_rate": 1.0,
23808
- "distinct_repos_with_authored_prs": 2,
23809
- "distinct_repos_with_open_prs": 2
23810
  },
23811
  "examples": {
23812
  "pull_requests": [
23813
  {
23814
  "kind": "pull_request",
23815
- "number": 68327,
23816
- "title": "fix(gateway): reduce startup latency by ~36s",
23817
- "url": "https://github.com/openclaw/openclaw/pull/68327",
23818
  "state": "open",
23819
  "merged": false,
23820
  "draft": false,
23821
- "created_at": "2026-04-17T23:16:26Z"
23822
  }
23823
  ],
23824
  "issues": [
23825
  {
23826
  "kind": "issue",
23827
- "number": 68352,
23828
- "title": "UX: misleading plugin warnings when allowlist entries don't match discovered plugin IDs",
23829
- "url": "https://github.com/openclaw/openclaw/issues/68352",
23830
  "state": "open",
23831
  "merged": null,
23832
  "draft": null,
23833
- "created_at": "2026-04-18T01:40:12Z"
23834
  },
23835
  {
23836
  "kind": "issue",
23837
- "number": 67990,
23838
- "title": "Proposal: Improved Backup Design with Configurable Exclusion Rules and Service-Aware Archiving",
23839
- "url": "https://github.com/openclaw/openclaw/issues/67990",
23840
  "state": "open",
23841
  "merged": null,
23842
  "draft": null,
23843
- "created_at": "2026-04-17T05:30:10Z"
23844
  },
23845
  {
23846
  "kind": "issue",
23847
- "number": 67040,
23848
- "title": "Performance: Optimize CLI startup by persisting plugin discovery cache and deferring plugin loading",
23849
- "url": "https://github.com/openclaw/openclaw/issues/67040",
23850
  "state": "open",
23851
  "merged": null,
23852
  "draft": null,
23853
- "created_at": "2026-04-15T07:08:01Z"
23854
  }
23855
  ]
23856
  },
@@ -24560,84 +24726,6 @@
24560
  },
24561
  "fetch_error": null
24562
  },
24563
- {
24564
- "author_login": "ajfonthemove",
24565
- "name": "Alex Fries",
24566
- "profile_url": "https://github.com/ajfonthemove",
24567
- "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aajfonthemove",
24568
- "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aajfonthemove",
24569
- "repo_first_seen_at": "2026-03-03T06:01:04Z",
24570
- "repo_last_seen_at": "2026-04-19T02:03:07Z",
24571
- "repo_primary_artifact_count": 3,
24572
- "repo_artifact_count": 6,
24573
- "snapshot_issue_count": 2,
24574
- "snapshot_pr_count": 1,
24575
- "snapshot_comment_count": 3,
24576
- "snapshot_review_count": 0,
24577
- "snapshot_review_comment_count": 0,
24578
- "repo_association": "NONE",
24579
- "new_to_repo": false,
24580
- "first_seen_in_snapshot": false,
24581
- "known_via_prior_merged_pr": false,
24582
- "report_reason": null,
24583
- "enrichment_source": "previous_report",
24584
- "live_refetch_skipped": true,
24585
- "account_age_days": 53,
24586
- "young_account": true,
24587
- "follow_through_score": "weak",
24588
- "breadth_score": "low",
24589
- "automation_risk_signal": "medium",
24590
- "heuristic_note": "very new account; high open PR share; targets high-star repos",
24591
- "public_orgs": [],
24592
- "activity": {
24593
- "visible_authored_pr_count": 3,
24594
- "merged_pr_count": 1,
24595
- "closed_unmerged_pr_count": 0,
24596
- "open_pr_count": 2,
24597
- "merged_pr_rate": 0.3333,
24598
- "closed_unmerged_pr_rate": 0.0,
24599
- "still_open_pr_rate": 0.6667,
24600
- "distinct_repos_with_authored_prs": 3,
24601
- "distinct_repos_with_open_prs": 2
24602
- },
24603
- "examples": {
24604
- "pull_requests": [
24605
- {
24606
- "kind": "pull_request",
24607
- "number": 68286,
24608
- "title": "feat(memory-core): expose vectorScore and textScore in hybrid search results",
24609
- "url": "https://github.com/openclaw/openclaw/pull/68286",
24610
- "state": "open",
24611
- "merged": false,
24612
- "draft": false,
24613
- "created_at": "2026-04-17T21:44:50Z"
24614
- }
24615
- ],
24616
- "issues": [
24617
- {
24618
- "kind": "issue",
24619
- "number": 68768,
24620
- "title": "Docs: contextTokens placement in agents.defaults.model doesn't match schema",
24621
- "url": "https://github.com/openclaw/openclaw/issues/68768",
24622
- "state": "open",
24623
- "merged": null,
24624
- "draft": null,
24625
- "created_at": "2026-04-19T02:03:07Z"
24626
- },
24627
- {
24628
- "kind": "issue",
24629
- "number": 68166,
24630
- "title": "[Feature]: expose vectorScore and textScore in hybrid search results",
24631
- "url": "https://github.com/openclaw/openclaw/issues/68166",
24632
- "state": "open",
24633
- "merged": null,
24634
- "draft": null,
24635
- "created_at": "2026-04-17T15:02:32Z"
24636
- }
24637
- ]
24638
- },
24639
- "fetch_error": null
24640
- },
24641
  {
24642
  "author_login": "Conan-Scott",
24643
  "name": null,
@@ -28976,74 +29064,6 @@
28976
  },
28977
  "fetch_error": null
28978
  },
28979
- {
28980
- "author_login": "solomonneas",
28981
- "name": "Solomon Neas",
28982
- "profile_url": "https://github.com/solomonneas",
28983
- "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asolomonneas",
28984
- "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asolomonneas",
28985
- "repo_first_seen_at": "2026-04-07T00:02:58Z",
28986
- "repo_last_seen_at": "2026-04-14T14:13:37Z",
28987
- "repo_primary_artifact_count": 2,
28988
- "repo_artifact_count": 6,
28989
- "snapshot_issue_count": 1,
28990
- "snapshot_pr_count": 1,
28991
- "snapshot_comment_count": 4,
28992
- "snapshot_review_count": 0,
28993
- "snapshot_review_comment_count": 0,
28994
- "repo_association": "NONE",
28995
- "new_to_repo": false,
28996
- "first_seen_in_snapshot": false,
28997
- "known_via_prior_merged_pr": false,
28998
- "report_reason": null,
28999
- "enrichment_source": "previous_report",
29000
- "live_refetch_skipped": true,
29001
- "account_age_days": 2817,
29002
- "young_account": false,
29003
- "follow_through_score": "weak",
29004
- "breadth_score": "low",
29005
- "automation_risk_signal": "low",
29006
- "heuristic_note": "many recent closed-unmerged PRs; targets high-star repos",
29007
- "public_orgs": [],
29008
- "activity": {
29009
- "visible_authored_pr_count": 1,
29010
- "merged_pr_count": 0,
29011
- "closed_unmerged_pr_count": 1,
29012
- "open_pr_count": 0,
29013
- "merged_pr_rate": 0.0,
29014
- "closed_unmerged_pr_rate": 1.0,
29015
- "still_open_pr_rate": 0.0,
29016
- "distinct_repos_with_authored_prs": 1,
29017
- "distinct_repos_with_open_prs": 0
29018
- },
29019
- "examples": {
29020
- "pull_requests": [
29021
- {
29022
- "kind": "pull_request",
29023
- "number": 66295,
29024
- "title": "Systemd: keep managed env in drop-in so upgrades preserve user directives",
29025
- "url": "https://github.com/openclaw/openclaw/pull/66295",
29026
- "state": "closed",
29027
- "merged": false,
29028
- "draft": false,
29029
- "created_at": "2026-04-14T03:07:05Z"
29030
- }
29031
- ],
29032
- "issues": [
29033
- {
29034
- "kind": "issue",
29035
- "number": 66248,
29036
- "title": "openclaw update silently drops user-added EnvironmentFile/Environment directives when regenerating systemd unit",
29037
- "url": "https://github.com/openclaw/openclaw/issues/66248",
29038
- "state": "open",
29039
- "merged": null,
29040
- "draft": null,
29041
- "created_at": "2026-04-14T01:17:34Z"
29042
- }
29043
- ]
29044
- },
29045
- "fetch_error": null
29046
- },
29047
  {
29048
  "author_login": "soloxue",
29049
  "name": "TechAstra",
@@ -32733,63 +32753,6 @@
32733
  },
32734
  "fetch_error": null
32735
  },
32736
- {
32737
- "author_login": "CCcassiusdjs",
32738
- "name": "C\u00e1ssio Jones Dhein Silva",
32739
- "profile_url": "https://github.com/CCcassiusdjs",
32740
- "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ACCcassiusdjs",
32741
- "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ACCcassiusdjs",
32742
- "repo_first_seen_at": "2026-04-12T02:37:09Z",
32743
- "repo_last_seen_at": "2026-04-12T02:37:09Z",
32744
- "repo_primary_artifact_count": 1,
32745
- "repo_artifact_count": 1,
32746
- "snapshot_issue_count": 0,
32747
- "snapshot_pr_count": 1,
32748
- "snapshot_comment_count": 0,
32749
- "snapshot_review_count": 0,
32750
- "snapshot_review_comment_count": 0,
32751
- "repo_association": "NONE",
32752
- "new_to_repo": false,
32753
- "first_seen_in_snapshot": false,
32754
- "known_via_prior_merged_pr": false,
32755
- "report_reason": null,
32756
- "enrichment_source": "previous_report",
32757
- "live_refetch_skipped": true,
32758
- "account_age_days": 950,
32759
- "young_account": false,
32760
- "follow_through_score": "weak",
32761
- "breadth_score": "low",
32762
- "automation_risk_signal": "low",
32763
- "heuristic_note": "high open PR share; targets high-star repos",
32764
- "public_orgs": [],
32765
- "activity": {
32766
- "visible_authored_pr_count": 1,
32767
- "merged_pr_count": 0,
32768
- "closed_unmerged_pr_count": 0,
32769
- "open_pr_count": 1,
32770
- "merged_pr_rate": 0.0,
32771
- "closed_unmerged_pr_rate": 0.0,
32772
- "still_open_pr_rate": 1.0,
32773
- "distinct_repos_with_authored_prs": 1,
32774
- "distinct_repos_with_open_prs": 1
32775
- },
32776
- "examples": {
32777
- "pull_requests": [
32778
- {
32779
- "kind": "pull_request",
32780
- "number": 65115,
32781
- "title": "fix: resolve 8 GUI bugs in webchat Control UI and TUI",
32782
- "url": "https://github.com/openclaw/openclaw/pull/65115",
32783
- "state": "open",
32784
- "merged": false,
32785
- "draft": false,
32786
- "created_at": "2026-04-12T02:37:09Z"
32787
- }
32788
- ],
32789
- "issues": []
32790
- },
32791
- "fetch_error": null
32792
- },
32793
  {
32794
  "author_login": "central-hd-ytakeda",
32795
  "name": "\u7af9\u7530\u8ce2\u53f2@\u30bb\u30f3\u30c8\u30e9\u30eb\u30db\u30fc\u30eb\u30c7\u30a3\u30f3\u30b0\u30b9",
@@ -33148,12 +33111,12 @@
33148
  "snapshot_review_count": 0,
33149
  "snapshot_review_comment_count": 0,
33150
  "repo_association": "NONE",
33151
- "new_to_repo": true,
33152
- "first_seen_in_snapshot": true,
33153
  "known_via_prior_merged_pr": false,
33154
- "report_reason": "first_seen_in_snapshot",
33155
- "enrichment_source": "live",
33156
- "live_refetch_skipped": false,
33157
  "account_age_days": 120,
33158
  "young_account": true,
33159
  "follow_through_score": "weak",
@@ -37871,65 +37834,6 @@
37871
  },
37872
  "fetch_error": null
37873
  },
37874
- {
37875
- "author_login": "janicduplessis",
37876
- "name": "Janic Duplessis",
37877
- "profile_url": "https://github.com/janicduplessis",
37878
- "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajanicduplessis",
37879
- "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajanicduplessis",
37880
- "repo_first_seen_at": "2026-04-12T02:54:34Z",
37881
- "repo_last_seen_at": "2026-04-12T02:54:34Z",
37882
- "repo_primary_artifact_count": 1,
37883
- "repo_artifact_count": 1,
37884
- "snapshot_issue_count": 0,
37885
- "snapshot_pr_count": 1,
37886
- "snapshot_comment_count": 0,
37887
- "snapshot_review_count": 0,
37888
- "snapshot_review_comment_count": 0,
37889
- "repo_association": "NONE",
37890
- "new_to_repo": false,
37891
- "first_seen_in_snapshot": false,
37892
- "known_via_prior_merged_pr": false,
37893
- "report_reason": null,
37894
- "enrichment_source": "previous_report",
37895
- "live_refetch_skipped": true,
37896
- "account_age_days": 4916,
37897
- "young_account": false,
37898
- "follow_through_score": "strong",
37899
- "breadth_score": "moderate",
37900
- "automation_risk_signal": "low",
37901
- "heuristic_note": "high recent PR volume",
37902
- "public_orgs": [
37903
- "th3rdwave"
37904
- ],
37905
- "activity": {
37906
- "visible_authored_pr_count": 37,
37907
- "merged_pr_count": 30,
37908
- "closed_unmerged_pr_count": 3,
37909
- "open_pr_count": 4,
37910
- "merged_pr_rate": 0.8108,
37911
- "closed_unmerged_pr_rate": 0.0811,
37912
- "still_open_pr_rate": 0.1081,
37913
- "distinct_repos_with_authored_prs": 4,
37914
- "distinct_repos_with_open_prs": 2
37915
- },
37916
- "examples": {
37917
- "pull_requests": [
37918
- {
37919
- "kind": "pull_request",
37920
- "number": 65123,
37921
- "title": "fix(discord): preserve explicit target kind when parsing recipients",
37922
- "url": "https://github.com/openclaw/openclaw/pull/65123",
37923
- "state": "open",
37924
- "merged": false,
37925
- "draft": false,
37926
- "created_at": "2026-04-12T02:54:34Z"
37927
- }
37928
- ],
37929
- "issues": []
37930
- },
37931
- "fetch_error": null
37932
- },
37933
  {
37934
  "author_login": "jaredmarin",
37935
  "name": null,
@@ -37946,12 +37850,12 @@
37946
  "snapshot_review_count": 0,
37947
  "snapshot_review_comment_count": 0,
37948
  "repo_association": "NONE",
37949
- "new_to_repo": true,
37950
- "first_seen_in_snapshot": true,
37951
  "known_via_prior_merged_pr": false,
37952
- "report_reason": "first_seen_in_snapshot",
37953
- "enrichment_source": "live",
37954
- "live_refetch_skipped": false,
37955
  "account_age_days": 3319,
37956
  "young_account": false,
37957
  "follow_through_score": "weak",
@@ -38974,12 +38878,12 @@
38974
  "snapshot_review_count": 0,
38975
  "snapshot_review_comment_count": 0,
38976
  "repo_association": "NONE",
38977
- "new_to_repo": true,
38978
- "first_seen_in_snapshot": true,
38979
  "known_via_prior_merged_pr": false,
38980
- "report_reason": "first_seen_in_snapshot",
38981
- "enrichment_source": "live",
38982
- "live_refetch_skipped": false,
38983
  "account_age_days": 0,
38984
  "young_account": true,
38985
  "follow_through_score": "weak",
@@ -45434,65 +45338,6 @@
45434
  },
45435
  "fetch_error": null
45436
  },
45437
- {
45438
- "author_login": "shakkernerd",
45439
- "name": "Shakker",
45440
- "profile_url": "https://github.com/shakkernerd",
45441
- "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ashakkernerd",
45442
- "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ashakkernerd",
45443
- "repo_first_seen_at": "2026-01-26T14:21:30Z",
45444
- "repo_last_seen_at": "2026-04-12T06:27:06Z",
45445
- "repo_primary_artifact_count": 1,
45446
- "repo_artifact_count": 120,
45447
- "snapshot_issue_count": 0,
45448
- "snapshot_pr_count": 1,
45449
- "snapshot_comment_count": 99,
45450
- "snapshot_review_count": 10,
45451
- "snapshot_review_comment_count": 10,
45452
- "repo_association": "MEMBER",
45453
- "new_to_repo": false,
45454
- "first_seen_in_snapshot": false,
45455
- "known_via_prior_merged_pr": true,
45456
- "report_reason": null,
45457
- "enrichment_source": "previous_report",
45458
- "live_refetch_skipped": true,
45459
- "account_age_days": 749,
45460
- "young_account": false,
45461
- "follow_through_score": "strong",
45462
- "breadth_score": "low",
45463
- "automation_risk_signal": "low",
45464
- "heuristic_note": "targets high-star repos",
45465
- "public_orgs": [
45466
- "openclaw"
45467
- ],
45468
- "activity": {
45469
- "visible_authored_pr_count": 1,
45470
- "merged_pr_count": 1,
45471
- "closed_unmerged_pr_count": 0,
45472
- "open_pr_count": 0,
45473
- "merged_pr_rate": 1.0,
45474
- "closed_unmerged_pr_rate": 0.0,
45475
- "still_open_pr_rate": 0.0,
45476
- "distinct_repos_with_authored_prs": 1,
45477
- "distinct_repos_with_open_prs": 0
45478
- },
45479
- "examples": {
45480
- "pull_requests": [
45481
- {
45482
- "kind": "pull_request",
45483
- "number": 65126,
45484
- "title": "fix: preserve anthropic replay safety for signed thinking sessions",
45485
- "url": "https://github.com/openclaw/openclaw/pull/65126",
45486
- "state": "closed",
45487
- "merged": true,
45488
- "draft": false,
45489
- "created_at": "2026-04-12T02:57:27Z"
45490
- }
45491
- ],
45492
- "issues": []
45493
- },
45494
- "fetch_error": null
45495
- },
45496
  {
45497
  "author_login": "ShayMeshGit",
45498
  "name": "Shay Mesh",
@@ -47788,63 +47633,6 @@
47788
  },
47789
  "fetch_error": null
47790
  },
47791
- {
47792
- "author_login": "vvitovec",
47793
- "name": "Viktor V\u00edtovec",
47794
- "profile_url": "https://github.com/vvitovec",
47795
- "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Avvitovec",
47796
- "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Avvitovec",
47797
- "repo_first_seen_at": "2026-04-17T12:08:21Z",
47798
- "repo_last_seen_at": "2026-04-17T12:08:21Z",
47799
- "repo_primary_artifact_count": 1,
47800
- "repo_artifact_count": 1,
47801
- "snapshot_issue_count": 0,
47802
- "snapshot_pr_count": 1,
47803
- "snapshot_comment_count": 0,
47804
- "snapshot_review_count": 0,
47805
- "snapshot_review_comment_count": 0,
47806
- "repo_association": "NONE",
47807
- "new_to_repo": false,
47808
- "first_seen_in_snapshot": false,
47809
- "known_via_prior_merged_pr": false,
47810
- "report_reason": null,
47811
- "enrichment_source": "previous_report",
47812
- "live_refetch_skipped": true,
47813
- "account_age_days": 224,
47814
- "young_account": true,
47815
- "follow_through_score": "weak",
47816
- "breadth_score": "low",
47817
- "automation_risk_signal": "low",
47818
- "heuristic_note": "young account; high open PR share; no visible non-self stars; targets high-star repos",
47819
- "public_orgs": [],
47820
- "activity": {
47821
- "visible_authored_pr_count": 1,
47822
- "merged_pr_count": 0,
47823
- "closed_unmerged_pr_count": 0,
47824
- "open_pr_count": 1,
47825
- "merged_pr_rate": 0.0,
47826
- "closed_unmerged_pr_rate": 0.0,
47827
- "still_open_pr_rate": 1.0,
47828
- "distinct_repos_with_authored_prs": 1,
47829
- "distinct_repos_with_open_prs": 1
47830
- },
47831
- "examples": {
47832
- "pull_requests": [
47833
- {
47834
- "kind": "pull_request",
47835
- "number": 68106,
47836
- "title": "fix(lobster): surface workflow path errors",
47837
- "url": "https://github.com/openclaw/openclaw/pull/68106",
47838
- "state": "open",
47839
- "merged": false,
47840
- "draft": false,
47841
- "created_at": "2026-04-17T12:08:21Z"
47842
- }
47843
- ],
47844
- "issues": []
47845
- },
47846
- "fetch_error": null
47847
- },
47848
  {
47849
  "author_login": "werdelin",
47850
  "name": null,
 
1
  {
2
  "schema_version": "1.0",
3
  "repo": "openclaw/openclaw",
4
+ "snapshot_id": "20260419T032035Z",
5
+ "generated_at": "2026-04-19T03:22:21Z",
6
  "window_days": 7,
7
  "max_authors": 0,
8
  "instrumentation": {
9
+ "selected_contributors": 713,
10
+ "first_seen_in_snapshot": 0,
11
+ "known_via_prior_merged_pr": 112,
12
+ "previous_primary_author_count": 4487,
13
+ "selected_seen_in_previous_primary": 713,
14
  "previous_report_contributor_count": 717,
15
+ "selected_overlap_previous_report": 713,
16
+ "selected_overlap_previous_report_rate": 1.0,
17
+ "reused_previous_report_entries": 706,
18
+ "reused_known_merged_contributors": 111,
19
+ "live_fetches": 7,
20
  "window_anchor": "run_time",
21
  "window_anchor_cacheable": false,
22
+ "enrichment_elapsed_seconds": 0.91,
23
+ "enrichment_avg_seconds_per_author": 0.001,
24
  "enrichment_failures": 7
25
  },
26
  "contributors": [
 
372
  "fetch_error": null
373
  },
374
  {
375
+ "author_login": "nightq",
376
+ "name": "Mr.NightQ",
377
+ "profile_url": "https://github.com/nightq",
378
+ "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anightq",
379
+ "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anightq",
380
+ "repo_first_seen_at": "2026-04-01T13:17:35Z",
381
+ "repo_last_seen_at": "2026-04-19T02:58:02Z",
382
+ "repo_primary_artifact_count": 41,
383
+ "repo_artifact_count": 42,
384
+ "snapshot_issue_count": 1,
385
  "snapshot_pr_count": 40,
386
+ "snapshot_comment_count": 1,
387
+ "snapshot_review_count": 0,
388
+ "snapshot_review_comment_count": 0,
389
  "repo_association": "CONTRIBUTOR",
390
  "new_to_repo": false,
391
  "first_seen_in_snapshot": false,
 
393
  "report_reason": null,
394
  "enrichment_source": "previous_report",
395
  "live_refetch_skipped": true,
396
+ "account_age_days": 4825,
397
+ "young_account": false,
398
  "follow_through_score": "weak",
399
  "breadth_score": "low",
400
  "automation_risk_signal": "medium",
401
+ "heuristic_note": "extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos",
402
  "public_orgs": [],
403
  "activity": {
404
+ "visible_authored_pr_count": 116,
405
+ "merged_pr_count": 1,
406
+ "closed_unmerged_pr_count": 69,
407
+ "open_pr_count": 46,
408
+ "merged_pr_rate": 0.0086,
409
+ "closed_unmerged_pr_rate": 0.5948,
410
+ "still_open_pr_rate": 0.3966,
411
+ "distinct_repos_with_authored_prs": 2,
412
+ "distinct_repos_with_open_prs": 2
413
  },
414
  "examples": {
415
  "pull_requests": [
416
  {
417
  "kind": "pull_request",
418
+ "number": 68787,
419
+ "title": "fix(voice-call): skip speakInitialMessage when realtime mode is active",
420
+ "url": "https://github.com/openclaw/openclaw/pull/68787",
421
+ "state": "closed",
422
  "merged": false,
423
  "draft": false,
424
+ "created_at": "2026-04-19T02:58:02Z"
425
  },
426
  {
427
  "kind": "pull_request",
428
+ "number": 68570,
429
+ "title": "fix(matrix): strip mention prefix before slash command matching",
430
+ "url": "https://github.com/openclaw/openclaw/pull/68570",
431
  "state": "open",
432
  "merged": false,
433
  "draft": false,
434
+ "created_at": "2026-04-18T13:12:18Z"
435
  },
436
  {
437
  "kind": "pull_request",
438
+ "number": 68469,
439
+ "title": "fix(browser): allow attachOnly profiles retry window for CDP connection",
440
+ "url": "https://github.com/openclaw/openclaw/pull/68469",
441
  "state": "open",
442
  "merged": false,
443
  "draft": false,
444
+ "created_at": "2026-04-18T08:20:34Z"
445
  }
446
  ],
447
+ "issues": [
448
+ {
449
+ "kind": "issue",
450
+ "number": 59034,
451
+ "title": "[macOS] screen.record command not available on node",
452
+ "url": "https://github.com/openclaw/openclaw/issues/59034",
453
+ "state": "open",
454
+ "merged": null,
455
+ "draft": null,
456
+ "created_at": "2026-04-01T13:17:35Z"
457
+ }
458
+ ]
459
  },
460
  "fetch_error": null
461
  },
462
  {
463
+ "author_login": "neeravmakwana",
464
+ "name": "Neerav Makwana",
465
+ "profile_url": "https://github.com/neeravmakwana",
466
+ "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aneeravmakwana",
467
+ "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aneeravmakwana",
468
+ "repo_first_seen_at": "2026-02-24T02:57:36Z",
469
+ "repo_last_seen_at": "2026-04-19T01:02:07Z",
470
  "repo_primary_artifact_count": 40,
471
+ "repo_artifact_count": 151,
472
+ "snapshot_issue_count": 0,
473
+ "snapshot_pr_count": 40,
474
+ "snapshot_comment_count": 105,
475
+ "snapshot_review_count": 3,
476
+ "snapshot_review_comment_count": 3,
477
  "repo_association": "CONTRIBUTOR",
478
  "new_to_repo": false,
479
  "first_seen_in_snapshot": false,
 
481
  "report_reason": null,
482
  "enrichment_source": "previous_report",
483
  "live_refetch_skipped": true,
484
+ "account_age_days": 64,
485
+ "young_account": true,
486
  "follow_through_score": "weak",
487
  "breadth_score": "low",
488
  "automation_risk_signal": "medium",
489
+ "heuristic_note": "very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos",
490
  "public_orgs": [],
491
  "activity": {
492
+ "visible_authored_pr_count": 34,
493
+ "merged_pr_count": 8,
494
+ "closed_unmerged_pr_count": 18,
495
+ "open_pr_count": 8,
496
+ "merged_pr_rate": 0.2353,
497
+ "closed_unmerged_pr_rate": 0.5294,
498
+ "still_open_pr_rate": 0.2353,
499
+ "distinct_repos_with_authored_prs": 1,
500
+ "distinct_repos_with_open_prs": 1
501
  },
502
  "examples": {
503
  "pull_requests": [
504
  {
505
  "kind": "pull_request",
506
+ "number": 68747,
507
+ "title": "PDF tool: abort stalled remote fetch after 30s idle timeout",
508
+ "url": "https://github.com/openclaw/openclaw/pull/68747",
509
  "state": "open",
510
  "merged": false,
511
  "draft": false,
512
+ "created_at": "2026-04-19T01:02:07Z"
513
  },
514
  {
515
  "kind": "pull_request",
516
+ "number": 68740,
517
+ "title": "Ollama/models: detect Gemma 4 and `thinking` capability as reasoning",
518
+ "url": "https://github.com/openclaw/openclaw/pull/68740",
519
  "state": "open",
520
  "merged": false,
521
  "draft": false,
522
+ "created_at": "2026-04-19T00:47:25Z"
523
  },
524
  {
525
  "kind": "pull_request",
526
+ "number": 68366,
527
+ "title": "Google Gemini CLI: pass --yolo so non-interactive --prompt invocations expose write/edit tools (#68216)",
528
+ "url": "https://github.com/openclaw/openclaw/pull/68366",
529
  "state": "open",
530
  "merged": false,
531
  "draft": false,
532
+ "created_at": "2026-04-18T02:27:04Z"
533
  }
534
  ],
535
+ "issues": []
 
 
 
 
 
 
 
 
 
 
 
536
  },
537
  "fetch_error": null
538
  },
 
821
  "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akagura-agent",
822
  "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akagura-agent",
823
  "repo_first_seen_at": "2026-03-18T00:16:55Z",
824
+ "repo_last_seen_at": "2026-04-19T02:36:57Z",
825
+ "repo_primary_artifact_count": 38,
826
+ "repo_artifact_count": 88,
827
  "snapshot_issue_count": 7,
828
+ "snapshot_pr_count": 31,
829
  "snapshot_comment_count": 50,
830
  "snapshot_review_count": 0,
831
  "snapshot_review_comment_count": 0,
 
856
  },
857
  "examples": {
858
  "pull_requests": [
859
+ {
860
+ "kind": "pull_request",
861
+ "number": 68783,
862
+ "title": "fix(cron): preserve delivery config across job executions (#68760)",
863
+ "url": "https://github.com/openclaw/openclaw/pull/68783",
864
+ "state": "open",
865
+ "merged": false,
866
+ "draft": false,
867
+ "created_at": "2026-04-19T02:36:57Z"
868
+ },
869
  {
870
  "kind": "pull_request",
871
  "number": 68753,
 
885
  "merged": true,
886
  "draft": false,
887
  "created_at": "2026-04-19T01:00:27Z"
 
 
 
 
 
 
 
 
 
 
888
  }
889
  ],
890
  "issues": [
 
1358
  "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aobviyus",
1359
  "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aobviyus",
1360
  "repo_first_seen_at": "2026-01-04T13:17:28Z",
1361
+ "repo_last_seen_at": "2026-04-19T02:36:53Z",
1362
  "repo_primary_artifact_count": 19,
1363
+ "repo_artifact_count": 605,
1364
  "snapshot_issue_count": 0,
1365
  "snapshot_pr_count": 19,
1366
+ "snapshot_comment_count": 533,
1367
+ "snapshot_review_count": 49,
1368
  "snapshot_review_comment_count": 4,
1369
  "repo_association": "CONTRIBUTOR",
1370
  "new_to_repo": false,
 
1437
  "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aomarshahine",
1438
  "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aomarshahine",
1439
  "repo_first_seen_at": "2026-02-20T03:30:56Z",
1440
+ "repo_last_seen_at": "2026-04-19T03:13:21Z",
1441
  "repo_primary_artifact_count": 28,
1442
+ "repo_artifact_count": 140,
1443
  "snapshot_issue_count": 10,
1444
  "snapshot_pr_count": 18,
1445
  "snapshot_comment_count": 72,
1446
+ "snapshot_review_count": 20,
1447
+ "snapshot_review_comment_count": 20,
1448
  "repo_association": "CONTRIBUTOR",
1449
  "new_to_repo": false,
1450
  "first_seen_in_snapshot": false,
 
1655
  "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ABunsDev",
1656
  "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ABunsDev",
1657
  "repo_first_seen_at": "2026-02-07T11:32:40Z",
1658
+ "repo_last_seen_at": "2026-04-19T02:52:19Z",
1659
  "repo_primary_artifact_count": 18,
1660
+ "repo_artifact_count": 159,
1661
  "snapshot_issue_count": 0,
1662
  "snapshot_pr_count": 18,
1663
+ "snapshot_comment_count": 90,
1664
  "snapshot_review_count": 26,
1665
  "snapshot_review_comment_count": 25,
1666
  "repo_association": "MEMBER",
 
4256
  "number": 67785,
4257
  "title": "fix(agents): scope nested lane per target session to stop cross-agent blocking (#67502)",
4258
  "url": "https://github.com/openclaw/openclaw/pull/67785",
4259
+ "state": "closed",
4260
+ "merged": true,
4261
  "draft": false,
4262
  "created_at": "2026-04-16T19:05:08Z"
4263
  }
 
9117
  },
9118
  "fetch_error": null
9119
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
9120
  {
9121
  "author_login": "dlebee-agent",
9122
  "name": null,
 
9819
  },
9820
  "fetch_error": null
9821
  },
9822
+ {
9823
+ "author_login": "chrisabad",
9824
+ "name": null,
9825
+ "profile_url": "https://github.com/chrisabad",
9826
+ "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achrisabad",
9827
+ "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achrisabad",
9828
+ "repo_first_seen_at": "2026-04-18T02:47:00Z",
9829
+ "repo_last_seen_at": "2026-04-19T02:54:51Z",
9830
+ "repo_primary_artifact_count": 4,
9831
+ "repo_artifact_count": 4,
9832
+ "snapshot_issue_count": 0,
9833
+ "snapshot_pr_count": 4,
9834
+ "snapshot_comment_count": 0,
9835
+ "snapshot_review_count": 0,
9836
+ "snapshot_review_comment_count": 0,
9837
+ "repo_association": "NONE",
9838
+ "new_to_repo": false,
9839
+ "first_seen_in_snapshot": false,
9840
+ "known_via_prior_merged_pr": false,
9841
+ "report_reason": null,
9842
+ "enrichment_source": "previous_report",
9843
+ "live_refetch_skipped": true,
9844
+ "account_age_days": 2185,
9845
+ "young_account": false,
9846
+ "follow_through_score": "weak",
9847
+ "breadth_score": "low",
9848
+ "automation_risk_signal": "low",
9849
+ "heuristic_note": "high open PR share; targets high-star repos",
9850
+ "public_orgs": [],
9851
+ "activity": {
9852
+ "visible_authored_pr_count": 1,
9853
+ "merged_pr_count": 0,
9854
+ "closed_unmerged_pr_count": 0,
9855
+ "open_pr_count": 1,
9856
+ "merged_pr_rate": 0.0,
9857
+ "closed_unmerged_pr_rate": 0.0,
9858
+ "still_open_pr_rate": 1.0,
9859
+ "distinct_repos_with_authored_prs": 1,
9860
+ "distinct_repos_with_open_prs": 1
9861
+ },
9862
+ "examples": {
9863
+ "pull_requests": [
9864
+ {
9865
+ "kind": "pull_request",
9866
+ "number": 68785,
9867
+ "title": "feat: add circuit breaker for command lane saturation",
9868
+ "url": "https://github.com/openclaw/openclaw/pull/68785",
9869
+ "state": "open",
9870
+ "merged": false,
9871
+ "draft": false,
9872
+ "created_at": "2026-04-19T02:54:51Z"
9873
+ },
9874
+ {
9875
+ "kind": "pull_request",
9876
+ "number": 68745,
9877
+ "title": "fix(slack): share HTTP route registry via globalThis across module instances",
9878
+ "url": "https://github.com/openclaw/openclaw/pull/68745",
9879
+ "state": "open",
9880
+ "merged": false,
9881
+ "draft": false,
9882
+ "created_at": "2026-04-19T00:58:23Z"
9883
+ },
9884
+ {
9885
+ "kind": "pull_request",
9886
+ "number": 68381,
9887
+ "title": "feat: add maxExecutionMs per-task timeout to command lane",
9888
+ "url": "https://github.com/openclaw/openclaw/pull/68381",
9889
+ "state": "open",
9890
+ "merged": false,
9891
+ "draft": false,
9892
+ "created_at": "2026-04-18T03:36:42Z"
9893
+ }
9894
+ ],
9895
+ "issues": []
9896
+ },
9897
+ "fetch_error": null
9898
+ },
9899
  {
9900
  "author_login": "dutifulbob",
9901
  "name": "Bob",
 
10989
  },
10990
  "fetch_error": null
10991
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
10992
  {
10993
  "author_login": "jinon86",
10994
  "name": null,
 
11797
  },
11798
  "fetch_error": null
11799
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
11800
  {
11801
  "author_login": "damselem",
11802
  "name": "Daniel Salmer\u00f3n Amselem",
 
12336
  },
12337
  "fetch_error": null
12338
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
12339
  {
12340
  "author_login": "mylukin",
12341
  "name": "Lukin",
 
13152
  },
13153
  "fetch_error": null
13154
  },
13155
+ {
13156
+ "author_login": "Kyzcreig",
13157
+ "name": null,
13158
+ "profile_url": "https://github.com/Kyzcreig",
13159
+ "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AKyzcreig",
13160
+ "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AKyzcreig",
13161
+ "repo_first_seen_at": "2026-03-26T04:03:04Z",
13162
+ "repo_last_seen_at": "2026-04-17T04:56:22Z",
13163
+ "repo_primary_artifact_count": 9,
13164
+ "repo_artifact_count": 10,
13165
+ "snapshot_issue_count": 5,
13166
+ "snapshot_pr_count": 4,
13167
+ "snapshot_comment_count": 1,
13168
+ "snapshot_review_count": 0,
13169
+ "snapshot_review_comment_count": 0,
13170
+ "repo_association": "NONE",
13171
+ "new_to_repo": false,
13172
+ "first_seen_in_snapshot": false,
13173
+ "known_via_prior_merged_pr": false,
13174
+ "report_reason": null,
13175
+ "enrichment_source": "previous_report",
13176
+ "live_refetch_skipped": true,
13177
+ "account_age_days": 4208,
13178
+ "young_account": false,
13179
+ "follow_through_score": "mixed",
13180
+ "breadth_score": "low",
13181
+ "automation_risk_signal": "low",
13182
+ "heuristic_note": "high open PR share; targets high-star repos",
13183
+ "public_orgs": [],
13184
+ "activity": {
13185
+ "visible_authored_pr_count": 7,
13186
+ "merged_pr_count": 3,
13187
+ "closed_unmerged_pr_count": 1,
13188
+ "open_pr_count": 3,
13189
+ "merged_pr_rate": 0.4286,
13190
+ "closed_unmerged_pr_rate": 0.1429,
13191
+ "still_open_pr_rate": 0.4286,
13192
+ "distinct_repos_with_authored_prs": 3,
13193
+ "distinct_repos_with_open_prs": 1
13194
+ },
13195
+ "examples": {
13196
+ "pull_requests": [
13197
+ {
13198
+ "kind": "pull_request",
13199
+ "number": 66398,
13200
+ "title": "feat: instrument active-memory embedded runs",
13201
+ "url": "https://github.com/openclaw/openclaw/pull/66398",
13202
+ "state": "closed",
13203
+ "merged": false,
13204
+ "draft": false,
13205
+ "created_at": "2026-04-14T07:21:39Z"
13206
+ },
13207
+ {
13208
+ "kind": "pull_request",
13209
+ "number": 65284,
13210
+ "title": "fix(context): avoid stale provider context window collisions",
13211
+ "url": "https://github.com/openclaw/openclaw/pull/65284",
13212
+ "state": "open",
13213
+ "merged": false,
13214
+ "draft": false,
13215
+ "created_at": "2026-04-12T09:44:58Z"
13216
+ },
13217
+ {
13218
+ "kind": "pull_request",
13219
+ "number": 65134,
13220
+ "title": "fix: use completeSimple for LLM slug generation instead of runEmbeddedPiAgent",
13221
+ "url": "https://github.com/openclaw/openclaw/pull/65134",
13222
+ "state": "open",
13223
+ "merged": false,
13224
+ "draft": false,
13225
+ "created_at": "2026-04-12T03:11:30Z"
13226
+ }
13227
+ ],
13228
+ "issues": [
13229
+ {
13230
+ "kind": "issue",
13231
+ "number": 64721,
13232
+ "title": "Cron tool schema missing model/timeout/contextTokens/maxSpendUsd fields",
13233
+ "url": "https://github.com/openclaw/openclaw/issues/64721",
13234
+ "state": "open",
13235
+ "merged": null,
13236
+ "draft": null,
13237
+ "created_at": "2026-04-11T08:41:41Z"
13238
+ },
13239
+ {
13240
+ "kind": "issue",
13241
+ "number": 64327,
13242
+ "title": "Include effective contextTokens limit in hook event context",
13243
+ "url": "https://github.com/openclaw/openclaw/issues/64327",
13244
+ "state": "open",
13245
+ "merged": null,
13246
+ "draft": null,
13247
+ "created_at": "2026-04-10T13:43:42Z"
13248
+ },
13249
+ {
13250
+ "kind": "issue",
13251
+ "number": 64268,
13252
+ "title": "Emit llm_output per-LLM-call in agentic loops, not just once per turn",
13253
+ "url": "https://github.com/openclaw/openclaw/issues/64268",
13254
+ "state": "open",
13255
+ "merged": null,
13256
+ "draft": null,
13257
+ "created_at": "2026-04-10T10:54:21Z"
13258
+ }
13259
+ ]
13260
+ },
13261
+ "fetch_error": null
13262
+ },
13263
  {
13264
  "author_login": "jhsmith409",
13265
  "name": "Jim Smith",
 
13551
  },
13552
  "fetch_error": null
13553
  },
13554
+ {
13555
+ "author_login": "CyberRaccoonTeam",
13556
+ "name": "RaccoonLabs",
13557
+ "profile_url": "https://github.com/CyberRaccoonTeam",
13558
+ "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ACyberRaccoonTeam",
13559
+ "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ACyberRaccoonTeam",
13560
+ "repo_first_seen_at": "2026-04-11T12:36:28Z",
13561
+ "repo_last_seen_at": "2026-04-18T16:29:15Z",
13562
+ "repo_primary_artifact_count": 7,
13563
+ "repo_artifact_count": 18,
13564
+ "snapshot_issue_count": 4,
13565
+ "snapshot_pr_count": 3,
13566
+ "snapshot_comment_count": 11,
13567
+ "snapshot_review_count": 0,
13568
+ "snapshot_review_comment_count": 0,
13569
+ "repo_association": "NONE",
13570
+ "new_to_repo": false,
13571
+ "first_seen_in_snapshot": false,
13572
+ "known_via_prior_merged_pr": false,
13573
+ "report_reason": null,
13574
+ "enrichment_source": "previous_report",
13575
+ "live_refetch_skipped": true,
13576
+ "account_age_days": 451,
13577
+ "young_account": false,
13578
+ "follow_through_score": "weak",
13579
+ "breadth_score": "moderate",
13580
+ "automation_risk_signal": "low",
13581
+ "heuristic_note": "many recent closed-unmerged PRs; no visible non-self stars",
13582
+ "public_orgs": [],
13583
+ "activity": {
13584
+ "visible_authored_pr_count": 18,
13585
+ "merged_pr_count": 2,
13586
+ "closed_unmerged_pr_count": 12,
13587
+ "open_pr_count": 4,
13588
+ "merged_pr_rate": 0.1111,
13589
+ "closed_unmerged_pr_rate": 0.6667,
13590
+ "still_open_pr_rate": 0.2222,
13591
+ "distinct_repos_with_authored_prs": 9,
13592
+ "distinct_repos_with_open_prs": 2
13593
+ },
13594
+ "examples": {
13595
+ "pull_requests": [
13596
+ {
13597
+ "kind": "pull_request",
13598
+ "number": 66980,
13599
+ "title": "fix(theme): accessibility tweaks for Matrix/Cyberpunk (PR #66387)",
13600
+ "url": "https://github.com/openclaw/openclaw/pull/66980",
13601
+ "state": "closed",
13602
+ "merged": false,
13603
+ "draft": false,
13604
+ "created_at": "2026-04-15T04:38:57Z"
13605
+ },
13606
+ {
13607
+ "kind": "pull_request",
13608
+ "number": 66387,
13609
+ "title": "feat: Add Matrix theme with lime green digital rain aesthetic",
13610
+ "url": "https://github.com/openclaw/openclaw/pull/66387",
13611
+ "state": "open",
13612
+ "merged": false,
13613
+ "draft": false,
13614
+ "created_at": "2026-04-14T06:41:56Z"
13615
+ },
13616
+ {
13617
+ "kind": "pull_request",
13618
+ "number": 65121,
13619
+ "title": "fix: validate channel requirement at cron job creation time (#53379)",
13620
+ "url": "https://github.com/openclaw/openclaw/pull/65121",
13621
+ "state": "closed",
13622
+ "merged": false,
13623
+ "draft": false,
13624
+ "created_at": "2026-04-12T02:52:37Z"
13625
+ }
13626
+ ],
13627
+ "issues": [
13628
+ {
13629
+ "kind": "issue",
13630
+ "number": 67494,
13631
+ "title": "Bug: Model selector not working in Chat panel (only Primary Model setting works)",
13632
+ "url": "https://github.com/openclaw/openclaw/issues/67494",
13633
+ "state": "open",
13634
+ "merged": null,
13635
+ "draft": null,
13636
+ "created_at": "2026-04-16T03:19:03Z"
13637
+ },
13638
+ {
13639
+ "kind": "issue",
13640
+ "number": 66392,
13641
+ "title": "[Feature Proposal] Matrix and Cyberpunk themes for Control UI",
13642
+ "url": "https://github.com/openclaw/openclaw/issues/66392",
13643
+ "state": "open",
13644
+ "merged": null,
13645
+ "draft": null,
13646
+ "created_at": "2026-04-14T07:01:11Z"
13647
+ },
13648
+ {
13649
+ "kind": "issue",
13650
+ "number": 66356,
13651
+ "title": "[Bug]: Discord guided setup says \"not enabled\" and skips token input in configure wizard",
13652
+ "url": "https://github.com/openclaw/openclaw/issues/66356",
13653
+ "state": "open",
13654
+ "merged": null,
13655
+ "draft": null,
13656
+ "created_at": "2026-04-14T05:06:33Z"
13657
+ }
13658
+ ]
13659
+ },
13660
+ "fetch_error": null
13661
+ },
13662
  {
13663
  "author_login": "glfruit",
13664
  "name": "Fruit Lee",
 
14478
  },
14479
  "fetch_error": null
14480
  },
14481
+ {
14482
+ "author_login": "ajfonthemove",
14483
+ "name": "Alex Fries",
14484
+ "profile_url": "https://github.com/ajfonthemove",
14485
+ "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aajfonthemove",
14486
+ "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aajfonthemove",
14487
+ "repo_first_seen_at": "2026-03-03T06:01:04Z",
14488
+ "repo_last_seen_at": "2026-04-19T02:24:05Z",
14489
+ "repo_primary_artifact_count": 4,
14490
+ "repo_artifact_count": 7,
14491
+ "snapshot_issue_count": 2,
14492
+ "snapshot_pr_count": 2,
14493
+ "snapshot_comment_count": 3,
14494
+ "snapshot_review_count": 0,
14495
+ "snapshot_review_comment_count": 0,
14496
+ "repo_association": "NONE",
14497
+ "new_to_repo": false,
14498
+ "first_seen_in_snapshot": false,
14499
+ "known_via_prior_merged_pr": false,
14500
+ "report_reason": null,
14501
+ "enrichment_source": "previous_report",
14502
+ "live_refetch_skipped": true,
14503
+ "account_age_days": 53,
14504
+ "young_account": true,
14505
+ "follow_through_score": "weak",
14506
+ "breadth_score": "low",
14507
+ "automation_risk_signal": "medium",
14508
+ "heuristic_note": "very new account; high open PR share; targets high-star repos",
14509
+ "public_orgs": [],
14510
+ "activity": {
14511
+ "visible_authored_pr_count": 3,
14512
+ "merged_pr_count": 1,
14513
+ "closed_unmerged_pr_count": 0,
14514
+ "open_pr_count": 2,
14515
+ "merged_pr_rate": 0.3333,
14516
+ "closed_unmerged_pr_rate": 0.0,
14517
+ "still_open_pr_rate": 0.6667,
14518
+ "distinct_repos_with_authored_prs": 3,
14519
+ "distinct_repos_with_open_prs": 2
14520
+ },
14521
+ "examples": {
14522
+ "pull_requests": [
14523
+ {
14524
+ "kind": "pull_request",
14525
+ "number": 68775,
14526
+ "title": "docs(providers): fix contextTokens placement for openai-codex",
14527
+ "url": "https://github.com/openclaw/openclaw/pull/68775",
14528
+ "state": "open",
14529
+ "merged": false,
14530
+ "draft": false,
14531
+ "created_at": "2026-04-19T02:24:05Z"
14532
+ },
14533
+ {
14534
+ "kind": "pull_request",
14535
+ "number": 68286,
14536
+ "title": "feat(memory-core): expose vectorScore and textScore in hybrid search results",
14537
+ "url": "https://github.com/openclaw/openclaw/pull/68286",
14538
+ "state": "open",
14539
+ "merged": false,
14540
+ "draft": false,
14541
+ "created_at": "2026-04-17T21:44:50Z"
14542
+ }
14543
+ ],
14544
+ "issues": [
14545
+ {
14546
+ "kind": "issue",
14547
+ "number": 68768,
14548
+ "title": "Docs: contextTokens placement in agents.defaults.model doesn't match schema",
14549
+ "url": "https://github.com/openclaw/openclaw/issues/68768",
14550
+ "state": "open",
14551
+ "merged": null,
14552
+ "draft": null,
14553
+ "created_at": "2026-04-19T02:03:07Z"
14554
+ },
14555
+ {
14556
+ "kind": "issue",
14557
+ "number": 68166,
14558
+ "title": "[Feature]: expose vectorScore and textScore in hybrid search results",
14559
+ "url": "https://github.com/openclaw/openclaw/issues/68166",
14560
+ "state": "open",
14561
+ "merged": null,
14562
+ "draft": null,
14563
+ "created_at": "2026-04-17T15:02:32Z"
14564
+ }
14565
+ ]
14566
+ },
14567
+ "fetch_error": null
14568
+ },
14569
  {
14570
  "author_login": "frankhli843",
14571
  "name": "Frank Haolun Li",
 
15718
  },
15719
  "fetch_error": null
15720
  },
15721
+ {
15722
+ "author_login": "solomonneas",
15723
+ "name": "Solomon Neas",
15724
+ "profile_url": "https://github.com/solomonneas",
15725
+ "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asolomonneas",
15726
+ "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asolomonneas",
15727
+ "repo_first_seen_at": "2026-04-07T00:02:58Z",
15728
+ "repo_last_seen_at": "2026-04-19T02:22:22Z",
15729
+ "repo_primary_artifact_count": 3,
15730
+ "repo_artifact_count": 8,
15731
+ "snapshot_issue_count": 1,
15732
+ "snapshot_pr_count": 2,
15733
+ "snapshot_comment_count": 5,
15734
+ "snapshot_review_count": 0,
15735
+ "snapshot_review_comment_count": 0,
15736
+ "repo_association": "NONE",
15737
+ "new_to_repo": false,
15738
+ "first_seen_in_snapshot": false,
15739
+ "known_via_prior_merged_pr": false,
15740
+ "report_reason": null,
15741
+ "enrichment_source": "previous_report",
15742
+ "live_refetch_skipped": true,
15743
+ "account_age_days": 2817,
15744
+ "young_account": false,
15745
+ "follow_through_score": "weak",
15746
+ "breadth_score": "low",
15747
+ "automation_risk_signal": "low",
15748
+ "heuristic_note": "many recent closed-unmerged PRs; targets high-star repos",
15749
+ "public_orgs": [],
15750
+ "activity": {
15751
+ "visible_authored_pr_count": 1,
15752
+ "merged_pr_count": 0,
15753
+ "closed_unmerged_pr_count": 1,
15754
+ "open_pr_count": 0,
15755
+ "merged_pr_rate": 0.0,
15756
+ "closed_unmerged_pr_rate": 1.0,
15757
+ "still_open_pr_rate": 0.0,
15758
+ "distinct_repos_with_authored_prs": 1,
15759
+ "distinct_repos_with_open_prs": 0
15760
+ },
15761
+ "examples": {
15762
+ "pull_requests": [
15763
+ {
15764
+ "kind": "pull_request",
15765
+ "number": 68774,
15766
+ "title": "fix(memory-core): prevent staged dream candidates from leaking into MEMORY.md",
15767
+ "url": "https://github.com/openclaw/openclaw/pull/68774",
15768
+ "state": "open",
15769
+ "merged": false,
15770
+ "draft": false,
15771
+ "created_at": "2026-04-19T02:22:15Z"
15772
+ },
15773
+ {
15774
+ "kind": "pull_request",
15775
+ "number": 66295,
15776
+ "title": "Systemd: keep managed env in drop-in so upgrades preserve user directives",
15777
+ "url": "https://github.com/openclaw/openclaw/pull/66295",
15778
+ "state": "closed",
15779
+ "merged": false,
15780
+ "draft": false,
15781
+ "created_at": "2026-04-14T03:07:05Z"
15782
+ }
15783
+ ],
15784
+ "issues": [
15785
+ {
15786
+ "kind": "issue",
15787
+ "number": 66248,
15788
+ "title": "openclaw update silently drops user-added EnvironmentFile/Environment directives when regenerating systemd unit",
15789
+ "url": "https://github.com/openclaw/openclaw/issues/66248",
15790
+ "state": "open",
15791
+ "merged": null,
15792
+ "draft": null,
15793
+ "created_at": "2026-04-14T01:17:34Z"
15794
+ }
15795
+ ]
15796
+ },
15797
+ "fetch_error": null
15798
+ },
15799
  {
15800
  "author_login": "wzhgba",
15801
  "name": "Wu Zehuan",
 
16477
  },
16478
  "fetch_error": null
16479
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
16480
  {
16481
  "author_login": "ender-wiggin-ai",
16482
  "name": null,
 
16551
  "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEruditi",
16552
  "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEruditi",
16553
  "repo_first_seen_at": "2026-04-16T15:08:41Z",
16554
+ "repo_last_seen_at": "2026-04-19T02:57:15Z",
16555
  "repo_primary_artifact_count": 2,
16556
+ "repo_artifact_count": 15,
16557
  "snapshot_issue_count": 0,
16558
  "snapshot_pr_count": 2,
16559
+ "snapshot_comment_count": 8,
16560
  "snapshot_review_count": 3,
16561
  "snapshot_review_comment_count": 2,
16562
  "repo_association": "NONE",
 
16591
  "number": 67720,
16592
  "title": "Improve language translations for multiple languages",
16593
  "url": "https://github.com/openclaw/openclaw/pull/67720",
16594
+ "state": "closed",
16595
  "merged": false,
16596
  "draft": false,
16597
  "created_at": "2026-04-16T15:18:46Z"
 
19242
  },
19243
  "fetch_error": null
19244
  },
19245
+ {
19246
+ "author_login": "vvitovec",
19247
+ "name": "Viktor V\u00edtovec",
19248
+ "profile_url": "https://github.com/vvitovec",
19249
+ "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Avvitovec",
19250
+ "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Avvitovec",
19251
+ "repo_first_seen_at": "2026-04-17T12:08:21Z",
19252
+ "repo_last_seen_at": "2026-04-19T03:07:29Z",
19253
+ "repo_primary_artifact_count": 2,
19254
+ "repo_artifact_count": 2,
19255
+ "snapshot_issue_count": 0,
19256
+ "snapshot_pr_count": 2,
19257
+ "snapshot_comment_count": 0,
19258
+ "snapshot_review_count": 0,
19259
+ "snapshot_review_comment_count": 0,
19260
+ "repo_association": "NONE",
19261
+ "new_to_repo": false,
19262
+ "first_seen_in_snapshot": false,
19263
+ "known_via_prior_merged_pr": false,
19264
+ "report_reason": null,
19265
+ "enrichment_source": "previous_report",
19266
+ "live_refetch_skipped": true,
19267
+ "account_age_days": 224,
19268
+ "young_account": true,
19269
+ "follow_through_score": "weak",
19270
+ "breadth_score": "low",
19271
+ "automation_risk_signal": "low",
19272
+ "heuristic_note": "young account; high open PR share; no visible non-self stars; targets high-star repos",
19273
+ "public_orgs": [],
19274
+ "activity": {
19275
+ "visible_authored_pr_count": 1,
19276
+ "merged_pr_count": 0,
19277
+ "closed_unmerged_pr_count": 0,
19278
+ "open_pr_count": 1,
19279
+ "merged_pr_rate": 0.0,
19280
+ "closed_unmerged_pr_rate": 0.0,
19281
+ "still_open_pr_rate": 1.0,
19282
+ "distinct_repos_with_authored_prs": 1,
19283
+ "distinct_repos_with_open_prs": 1
19284
+ },
19285
+ "examples": {
19286
+ "pull_requests": [
19287
+ {
19288
+ "kind": "pull_request",
19289
+ "number": 68792,
19290
+ "title": "fix(process): shim claude on Windows child spawns",
19291
+ "url": "https://github.com/openclaw/openclaw/pull/68792",
19292
+ "state": "open",
19293
+ "merged": false,
19294
+ "draft": false,
19295
+ "created_at": "2026-04-19T03:07:29Z"
19296
+ },
19297
+ {
19298
+ "kind": "pull_request",
19299
+ "number": 68106,
19300
+ "title": "fix(lobster): surface workflow path errors",
19301
+ "url": "https://github.com/openclaw/openclaw/pull/68106",
19302
+ "state": "open",
19303
+ "merged": false,
19304
+ "draft": false,
19305
+ "created_at": "2026-04-17T12:08:21Z"
19306
+ }
19307
+ ],
19308
+ "issues": []
19309
+ },
19310
+ "fetch_error": null
19311
+ },
19312
  {
19313
  "author_login": "weichengdeng",
19314
  "name": "\u9127\u3000\u5049\u7a0b",
 
21229
  },
21230
  "fetch_error": null
21231
  },
21232
+ {
21233
+ "author_login": "mr-kelly",
21234
+ "name": "Kelly Peilin Chan",
21235
+ "profile_url": "https://github.com/mr-kelly",
21236
+ "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amr-kelly",
21237
+ "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amr-kelly",
21238
+ "repo_first_seen_at": "2026-04-12T02:56:34Z",
21239
+ "repo_last_seen_at": "2026-04-12T03:22:26Z",
21240
+ "repo_primary_artifact_count": 3,
21241
+ "repo_artifact_count": 3,
21242
+ "snapshot_issue_count": 0,
21243
+ "snapshot_pr_count": 3,
21244
+ "snapshot_comment_count": 0,
21245
+ "snapshot_review_count": 0,
21246
+ "snapshot_review_comment_count": 0,
21247
+ "repo_association": "NONE",
21248
+ "new_to_repo": false,
21249
+ "first_seen_in_snapshot": false,
21250
+ "known_via_prior_merged_pr": false,
21251
+ "report_reason": null,
21252
+ "enrichment_source": "previous_report",
21253
+ "live_refetch_skipped": true,
21254
+ "account_age_days": 5603,
21255
+ "young_account": false,
21256
+ "follow_through_score": "weak",
21257
+ "breadth_score": "low",
21258
+ "automation_risk_signal": "low",
21259
+ "heuristic_note": "high open PR share; targets high-star repos",
21260
+ "public_orgs": [
21261
+ "cosmosbox",
21262
+ "kingsoft-topgame"
21263
+ ],
21264
+ "activity": {
21265
+ "visible_authored_pr_count": 3,
21266
+ "merged_pr_count": 0,
21267
+ "closed_unmerged_pr_count": 0,
21268
+ "open_pr_count": 3,
21269
+ "merged_pr_rate": 0.0,
21270
+ "closed_unmerged_pr_rate": 0.0,
21271
+ "still_open_pr_rate": 1.0,
21272
+ "distinct_repos_with_authored_prs": 1,
21273
+ "distinct_repos_with_open_prs": 1
21274
+ },
21275
+ "examples": {
21276
+ "pull_requests": [
21277
+ {
21278
+ "kind": "pull_request",
21279
+ "number": 65137,
21280
+ "title": "fix: [Bug]: tools.exec.security: full does not enable inline Python execution (strictInlineEval still blocks)",
21281
+ "url": "https://github.com/openclaw/openclaw/pull/65137",
21282
+ "state": "open",
21283
+ "merged": false,
21284
+ "draft": false,
21285
+ "created_at": "2026-04-12T03:22:26Z"
21286
+ },
21287
+ {
21288
+ "kind": "pull_request",
21289
+ "number": 65128,
21290
+ "title": "fix: [Bug]: Browser tool SSRF policy blocks all hostname URLs",
21291
+ "url": "https://github.com/openclaw/openclaw/pull/65128",
21292
+ "state": "open",
21293
+ "merged": false,
21294
+ "draft": false,
21295
+ "created_at": "2026-04-12T02:58:12Z"
21296
+ },
21297
+ {
21298
+ "kind": "pull_request",
21299
+ "number": 65124,
21300
+ "title": "fix: [Bug]: Completion cache update failed due to missing qa/scenarios/index.md in npm package",
21301
+ "url": "https://github.com/openclaw/openclaw/pull/65124",
21302
+ "state": "open",
21303
+ "merged": false,
21304
+ "draft": false,
21305
+ "created_at": "2026-04-12T02:56:34Z"
21306
+ }
21307
+ ],
21308
+ "issues": []
21309
+ },
21310
+ "fetch_error": null
21311
+ },
21312
  {
21313
  "author_login": "richardclawbot",
21314
  "name": null,
 
23847
  "fetch_error": null
23848
  },
23849
  {
23850
+ "author_login": "JIRBOY",
23851
+ "name": "JIRBOY",
23852
+ "profile_url": "https://github.com/JIRBOY",
23853
+ "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AJIRBOY",
23854
+ "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJIRBOY",
23855
+ "repo_first_seen_at": "2026-04-11T06:03:38Z",
23856
+ "repo_last_seen_at": "2026-04-19T02:30:15Z",
23857
  "repo_primary_artifact_count": 14,
23858
  "repo_artifact_count": 21,
23859
  "snapshot_issue_count": 13,
 
23868
  "report_reason": null,
23869
  "enrichment_source": "previous_report",
23870
  "live_refetch_skipped": true,
23871
+ "account_age_days": 2565,
23872
+ "young_account": false,
23873
  "follow_through_score": "weak",
23874
  "breadth_score": "low",
23875
+ "automation_risk_signal": "low",
23876
+ "heuristic_note": "high open PR share; targets high-star repos",
23877
  "public_orgs": [],
23878
  "activity": {
23879
+ "visible_authored_pr_count": 2,
23880
  "merged_pr_count": 0,
23881
  "closed_unmerged_pr_count": 0,
23882
+ "open_pr_count": 2,
23883
  "merged_pr_rate": 0.0,
23884
  "closed_unmerged_pr_rate": 0.0,
23885
  "still_open_pr_rate": 1.0,
23886
+ "distinct_repos_with_authored_prs": 2,
23887
+ "distinct_repos_with_open_prs": 2
23888
  },
23889
  "examples": {
23890
  "pull_requests": [
23891
  {
23892
  "kind": "pull_request",
23893
+ "number": 68327,
23894
+ "title": "fix(gateway): reduce startup latency by ~36s",
23895
+ "url": "https://github.com/openclaw/openclaw/pull/68327",
23896
  "state": "open",
23897
  "merged": false,
23898
  "draft": false,
23899
+ "created_at": "2026-04-17T23:16:26Z"
23900
  }
23901
  ],
23902
  "issues": [
23903
  {
23904
  "kind": "issue",
23905
+ "number": 68782,
23906
+ "title": "Add selective installation for plugins, skills, and channels \u2014 reduce install size and startup overhead",
23907
+ "url": "https://github.com/openclaw/openclaw/issues/68782",
23908
  "state": "open",
23909
  "merged": null,
23910
  "draft": null,
23911
+ "created_at": "2026-04-19T02:30:15Z"
23912
  },
23913
  {
23914
  "kind": "issue",
23915
+ "number": 68781,
23916
+ "title": "Gateway startup extremely slow (70-100s), causing TUI timeouts and spontaneous restarts",
23917
+ "url": "https://github.com/openclaw/openclaw/issues/68781",
23918
  "state": "open",
23919
  "merged": null,
23920
  "draft": null,
23921
+ "created_at": "2026-04-19T02:29:50Z"
23922
  },
23923
  {
23924
  "kind": "issue",
23925
+ "number": 68780,
23926
+ "title": "Plugin allowlist empty warning is unactionable and alarming for first-time users",
23927
+ "url": "https://github.com/openclaw/openclaw/issues/68780",
23928
  "state": "open",
23929
  "merged": null,
23930
  "draft": null,
23931
+ "created_at": "2026-04-19T02:29:23Z"
23932
  }
23933
  ]
23934
  },
23935
  "fetch_error": null
23936
  },
23937
  {
23938
+ "author_login": "ttomiczek",
23939
+ "name": null,
23940
+ "profile_url": "https://github.com/ttomiczek",
23941
+ "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Attomiczek",
23942
+ "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Attomiczek",
23943
+ "repo_first_seen_at": "2026-04-10T05:23:08Z",
23944
+ "repo_last_seen_at": "2026-04-18T11:33:17Z",
23945
+ "repo_primary_artifact_count": 14,
23946
+ "repo_artifact_count": 21,
23947
+ "snapshot_issue_count": 13,
23948
  "snapshot_pr_count": 1,
23949
  "snapshot_comment_count": 7,
23950
  "snapshot_review_count": 0,
 
23956
  "report_reason": null,
23957
  "enrichment_source": "previous_report",
23958
  "live_refetch_skipped": true,
23959
+ "account_age_days": 41,
23960
+ "young_account": true,
23961
  "follow_through_score": "weak",
23962
  "breadth_score": "low",
23963
+ "automation_risk_signal": "medium",
23964
+ "heuristic_note": "very new account; high open PR share; no visible non-self stars; targets high-star repos",
23965
  "public_orgs": [],
23966
  "activity": {
23967
+ "visible_authored_pr_count": 1,
23968
  "merged_pr_count": 0,
23969
  "closed_unmerged_pr_count": 0,
23970
+ "open_pr_count": 1,
23971
  "merged_pr_rate": 0.0,
23972
  "closed_unmerged_pr_rate": 0.0,
23973
  "still_open_pr_rate": 1.0,
23974
+ "distinct_repos_with_authored_prs": 1,
23975
+ "distinct_repos_with_open_prs": 1
23976
  },
23977
  "examples": {
23978
  "pull_requests": [
23979
  {
23980
  "kind": "pull_request",
23981
+ "number": 67073,
23982
+ "title": "fix(dreaming): use isolated sessionTarget instead of main (#67021)",
23983
+ "url": "https://github.com/openclaw/openclaw/pull/67073",
23984
  "state": "open",
23985
  "merged": false,
23986
  "draft": false,
23987
+ "created_at": "2026-04-15T08:26:04Z"
23988
  }
23989
  ],
23990
  "issues": [
23991
  {
23992
  "kind": "issue",
23993
+ "number": 68533,
23994
+ "title": "Paperclip v2026.416.0: API route passes project name as UUID to PostgreSQL",
23995
+ "url": "https://github.com/openclaw/openclaw/issues/68533",
23996
  "state": "open",
23997
  "merged": null,
23998
  "draft": null,
23999
+ "created_at": "2026-04-18T11:33:17Z"
24000
  },
24001
  {
24002
  "kind": "issue",
24003
+ "number": 68468,
24004
+ "title": "Change default dreaming storage.mode from inline to separate",
24005
+ "url": "https://github.com/openclaw/openclaw/issues/68468",
24006
  "state": "open",
24007
  "merged": null,
24008
  "draft": null,
24009
+ "created_at": "2026-04-18T08:20:34Z"
24010
  },
24011
  {
24012
  "kind": "issue",
24013
+ "number": 68467,
24014
+ "title": "Dreaming inline mode silently produces no output (storage.mode: inline broken)",
24015
+ "url": "https://github.com/openclaw/openclaw/issues/68467",
24016
  "state": "open",
24017
  "merged": null,
24018
  "draft": null,
24019
+ "created_at": "2026-04-18T08:20:24Z"
24020
  }
24021
  ]
24022
  },
 
24726
  },
24727
  "fetch_error": null
24728
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
24729
  {
24730
  "author_login": "Conan-Scott",
24731
  "name": null,
 
29064
  },
29065
  "fetch_error": null
29066
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
29067
  {
29068
  "author_login": "soloxue",
29069
  "name": "TechAstra",
 
32753
  },
32754
  "fetch_error": null
32755
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
32756
  {
32757
  "author_login": "central-hd-ytakeda",
32758
  "name": "\u7af9\u7530\u8ce2\u53f2@\u30bb\u30f3\u30c8\u30e9\u30eb\u30db\u30fc\u30eb\u30c7\u30a3\u30f3\u30b0\u30b9",
 
33111
  "snapshot_review_count": 0,
33112
  "snapshot_review_comment_count": 0,
33113
  "repo_association": "NONE",
33114
+ "new_to_repo": false,
33115
+ "first_seen_in_snapshot": false,
33116
  "known_via_prior_merged_pr": false,
33117
+ "report_reason": null,
33118
+ "enrichment_source": "previous_report",
33119
+ "live_refetch_skipped": true,
33120
  "account_age_days": 120,
33121
  "young_account": true,
33122
  "follow_through_score": "weak",
 
37834
  },
37835
  "fetch_error": null
37836
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
37837
  {
37838
  "author_login": "jaredmarin",
37839
  "name": null,
 
37850
  "snapshot_review_count": 0,
37851
  "snapshot_review_comment_count": 0,
37852
  "repo_association": "NONE",
37853
+ "new_to_repo": false,
37854
+ "first_seen_in_snapshot": false,
37855
  "known_via_prior_merged_pr": false,
37856
+ "report_reason": null,
37857
+ "enrichment_source": "previous_report",
37858
+ "live_refetch_skipped": true,
37859
  "account_age_days": 3319,
37860
  "young_account": false,
37861
  "follow_through_score": "weak",
 
38878
  "snapshot_review_count": 0,
38879
  "snapshot_review_comment_count": 0,
38880
  "repo_association": "NONE",
38881
+ "new_to_repo": false,
38882
+ "first_seen_in_snapshot": false,
38883
  "known_via_prior_merged_pr": false,
38884
+ "report_reason": null,
38885
+ "enrichment_source": "previous_report",
38886
+ "live_refetch_skipped": true,
38887
  "account_age_days": 0,
38888
  "young_account": true,
38889
  "follow_through_score": "weak",
 
45338
  },
45339
  "fetch_error": null
45340
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
45341
  {
45342
  "author_login": "ShayMeshGit",
45343
  "name": "Shay Mesh",
 
47633
  },
47634
  "fetch_error": null
47635
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
47636
  {
47637
  "author_login": "werdelin",
47638
  "name": null,
new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: openclaw/openclaw
2
 
3
- - Snapshot: `20260419T022035Z`
4
- - Generated: `2026-04-19T02:22:45Z`
5
  - Activity window: `7d`
6
- - Contributors: `717`
7
 
8
  ## Summary
9
 
@@ -13,12 +13,12 @@
13
  | `vincentkoc` | [profile](https://github.com/vincentkoc) | no | MEMBER | 6420d | `2026-02-03T19:03:56Z` | 54 | 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` | 51 | 49 | 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` | 41 | 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` | 40 | 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` | 39 | 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
  | `Takhoffman` | [profile](https://github.com/Takhoffman) | no | CONTRIBUTOR | 5455d | `2026-01-27T16:37:08Z` | 32 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
20
  | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 735d | `2026-03-03T03:34:57Z` | 31 | 11 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
21
- | `kagura-agent` | [profile](https://github.com/kagura-agent) | no | CONTRIBUTOR | 32d | `2026-03-18T00:16:55Z` | 30 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
22
  | `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 30 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
23
  | `eleqtrizit` | [profile](https://github.com/eleqtrizit) | no | CONTRIBUTOR | 3150d | `2026-04-07T18:17:36Z` | 23 | 0 | strong | low | low | targets high-star repos |
24
  | `oraculoos` | [profile](https://github.com/oraculoos) | no | NONE | ?d | `2026-04-14T13:16:27Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
@@ -118,7 +118,6 @@
118
  | `YangManBOBO` | [profile](https://github.com/YangManBOBO) | no | NONE | 827d | `2026-03-03T01:36:04Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
119
  | `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 |
120
  | `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 |
121
- | `Kyzcreig` | [profile](https://github.com/Kyzcreig) | no | NONE | 4208d | `2026-03-26T04:03:04Z` | 4 | 5 | mixed | low | low | high open PR share; targets high-star repos |
122
  | `dlebee-agent` | [profile](https://github.com/dlebee-agent) | no | NONE | 16d | `2026-04-17T18:21:49Z` | 4 | 2 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
123
  | `sebykrueger` | [profile](https://github.com/sebykrueger) | no | NONE | 4553d | `2026-04-12T13:47:56Z` | 4 | 2 | weak | low | low | high open PR share; targets high-star repos |
124
  | `bek91` | [profile](https://github.com/bek91) | no | NONE | 2144d | `2026-04-10T20:34:48Z` | 4 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -127,6 +126,7 @@
127
  | `WayChan` | [profile](https://github.com/WayChan) | no | NONE | 3842d | `2026-04-15T12:42:46Z` | 4 | 1 | weak | low | low | high open PR share; targets high-star repos |
128
  | `briandevans` | [profile](https://github.com/briandevans) | no | CONTRIBUTOR | 103d | `2026-04-14T01:48:32Z` | 4 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
129
  | `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 |
 
130
  | `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 |
131
  | `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 |
132
  | `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 |
@@ -141,7 +141,6 @@
141
  | `zhengyuliu047-rgb` | [profile](https://github.com/zhengyuliu047-rgb) | no | NONE | 88d | `2026-04-14T04:51:17Z` | 4 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
142
  | `ziomancer` | [profile](https://github.com/ziomancer) | no | CONTRIBUTOR | 57d | `2026-03-05T10:46:38Z` | 4 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
143
  | `zoneblaze` | [profile](https://github.com/zoneblaze) | no | NONE | 5505d | `2026-04-17T15:38:07Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
144
- | `CyberRaccoonTeam` | [profile](https://github.com/CyberRaccoonTeam) | no | NONE | 451d | `2026-04-11T12:36:28Z` | 3 | 4 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
145
  | `jinon86` | [profile](https://github.com/jinon86) | no | NONE | 137d | `2026-04-17T15:05:24Z` | 3 | 4 | weak | low | medium | young account; high open PR share; no visible non-self stars |
146
  | `Ziy1-Tan` | [profile](https://github.com/Ziy1-Tan) | no | CONTRIBUTOR | 2560d | `2026-03-16T02:45:15Z` | 3 | 3 | mixed | low | low | high open PR share; targets high-star repos |
147
  | `anyech` | [profile](https://github.com/anyech) | no | NONE | 4236d | `2026-02-23T04:42:33Z` | 3 | 2 | weak | low | low | high open PR share; targets high-star repos |
@@ -151,7 +150,6 @@
151
  | `alekseivarin-gif` | [profile](https://github.com/alekseivarin-gif) | no | NONE | 0d | `2026-04-18T13:06:54Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
152
  | `alexlomt` | [profile](https://github.com/alexlomt) | no | NONE | 582d | `2026-04-14T18:25:56Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
153
  | `Ante042` | [profile](https://github.com/Ante042) | no | NONE | 2859d | `2026-04-18T13:02:47Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
154
- | `chrisabad` | [profile](https://github.com/chrisabad) | no | NONE | 2185d | `2026-04-18T02:47:00Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
155
  | `damselem` | [profile](https://github.com/damselem) | no | CONTRIBUTOR | 6104d | `2026-04-12T09:37:25Z` | 3 | 0 | n/a | low | low | no visible non-self stars |
156
  | `evgyur` | [profile](https://github.com/evgyur) | no | NONE | 1222d | `2026-04-17T22:56:05Z` | 3 | 0 | mixed | low | low | high open PR share; targets high-star repos |
157
  | `GameWorldsDEV` | [profile](https://github.com/GameWorldsDEV) | no | NONE | 609d | `2026-03-22T22:51:07Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
@@ -159,7 +157,6 @@
159
  | `johnturek` | [profile](https://github.com/johnturek) | no | NONE | 6271d | `2026-04-14T03:23:25Z` | 3 | 0 | mixed | low | low | — |
160
  | `miyago9267` | [profile](https://github.com/miyago9267) | no | NONE | 2409d | `2026-04-17T08:38:57Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
161
  | `mpz4life` | [profile](https://github.com/mpz4life) | no | CONTRIBUTOR | 3120d | `2026-02-24T03:08:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
162
- | `mr-kelly` | [profile](https://github.com/mr-kelly) | no | NONE | 5603d | `2026-04-12T02:56:34Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
163
  | `mylukin` | [profile](https://github.com/mylukin) | no | CONTRIBUTOR | 5340d | `2026-01-26T00:39:54Z` | 3 | 0 | mixed | low | low | — |
164
  | `nnish16` | [profile](https://github.com/nnish16) | no | NONE | 2135d | `2026-04-13T18:14:26Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
165
  | `RLTree` | [profile](https://github.com/RLTree) | no | NONE | 1732d | `2026-04-14T20:31:37Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -170,9 +167,11 @@
170
  | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
171
  | `sercada` | [profile](https://github.com/sercada) | no | CONTRIBUTOR | 3420d | `2026-03-10T14:46:37Z` | 5 | 2 | mixed | low | low | high open PR share; targets high-star repos |
172
  | `mraleko` | [profile](https://github.com/mraleko) | no | CONTRIBUTOR | 938d | `2026-04-08T03:48:45Z` | 5 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 
173
  | `jhsmith409` | [profile](https://github.com/jhsmith409) | no | CONTRIBUTOR | 434d | `2026-04-08T11:54:12Z` | 4 | 3 | weak | moderate | low | high open PR share; targets high-star repos |
174
  | `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 |
175
  | `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 |
 
176
  | `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 |
177
  | `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 |
178
  | `sparkeros` | [profile](https://github.com/sparkeros) | no | NONE | 156d | `2026-03-09T12:13:39Z` | 3 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -182,6 +181,7 @@
182
  | `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 |
183
  | `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 |
184
  | `leaderlemon` | [profile](https://github.com/leaderlemon) | no | NONE | 1559d | `2026-04-13T09:58:26Z` | 2 | 3 | weak | low | low | targets high-star repos |
 
185
  | `frankhli843` | [profile](https://github.com/frankhli843) | no | NONE | 2499d | `2026-04-17T16:19:07Z` | 2 | 2 | mixed | low | low | — |
186
  | `hansolo949` | [profile](https://github.com/hansolo949) | no | NONE | 297d | `2026-04-12T08:08:29Z` | 2 | 2 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
187
  | `jensenwang560-blip` | [profile](https://github.com/jensenwang560-blip) | no | NONE | 36d | `2026-04-13T07:35:13Z` | 2 | 2 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
@@ -196,6 +196,7 @@
196
  | `mkoslacz` | [profile](https://github.com/mkoslacz) | no | NONE | 4321d | `2026-01-27T21:31:44Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
197
  | `rarest` | [profile](https://github.com/rarest) | no | NONE | 5367d | `2026-04-15T14:46:20Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
198
  | `ScientificProgrammer` | [profile](https://github.com/ScientificProgrammer) | no | NONE | 4728d | `2026-04-10T22:44:57Z` | 2 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 
199
  | `wzhgba` | [profile](https://github.com/wzhgba) | no | NONE | 4060d | `2026-04-14T16:57:48Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
200
  | `ademczuk` | [profile](https://github.com/ademczuk) | no | CONTRIBUTOR | 4629d | `2026-02-23T17:59:33Z` | 2 | 0 | weak | low | low | targets high-star repos |
201
  | `akashmahlaz` | [profile](https://github.com/akashmahlaz) | no | NONE | 452d | `2026-04-16T07:39:37Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -206,7 +207,6 @@
206
  | `bin448482` | [profile](https://github.com/bin448482) | no | NONE | 3832d | `2026-04-12T12:14:05Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
207
  | `chris-yyau` | [profile](https://github.com/chris-yyau) | no | CONTRIBUTOR | 89d | `2026-04-16T13:56:07Z` | 2 | 0 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
208
  | `dallylee` | [profile](https://github.com/dallylee) | no | CONTRIBUTOR | 1081d | `2026-04-14T09:55:39Z` | 2 | 0 | weak | moderate | low | high open PR share |
209
- | `EdderTalmor` | [profile](https://github.com/EdderTalmor) | no | CONTRIBUTOR | 2678d | `2026-04-12T02:32:19Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
210
  | `ender-wiggin-ai` | [profile](https://github.com/ender-wiggin-ai) | no | NONE | 40d | `2026-04-16T16:39:39Z` | 2 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
211
  | `Eruditi` | [profile](https://github.com/Eruditi) | no | NONE | 1072d | `2026-04-16T15:08:41Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
212
  | `everySympathy` | [profile](https://github.com/everySympathy) | no | NONE | 129d | `2026-04-17T13:11:29Z` | 2 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
@@ -248,6 +248,7 @@
248
  | `sunapi386` | [profile](https://github.com/sunapi386) | no | NONE | 5336d | `2026-04-16T06:21:03Z` | 2 | 0 | mixed | moderate | low | — |
249
  | `thesomewhatyou` | [profile](https://github.com/thesomewhatyou) | no | CONTRIBUTOR | 768d | `2026-02-08T01:46:55Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
250
  | `tmimmanuel` | [profile](https://github.com/tmimmanuel) | no | CONTRIBUTOR | 3882d | `2026-04-14T01:17:36Z` | 2 | 0 | mixed | moderate | low | targets high-star repos |
 
251
  | `weichengdeng` | [profile](https://github.com/weichengdeng) | no | NONE | 905d | `2026-04-12T10:16:34Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
252
  | `yangxiyucs` | [profile](https://github.com/yangxiyucs) | no | NONE | 3510d | `2026-04-13T14:23:50Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
253
  | `ymaxgit` | [profile](https://github.com/ymaxgit) | no | NONE | 3289d | `2026-04-17T07:53:18Z` | 2 | 0 | mixed | low | low | high open PR share; no visible non-self stars |
@@ -273,6 +274,7 @@
273
  | `evandance` | [profile](https://github.com/evandance) | no | CONTRIBUTOR | 1220d | `2026-04-09T11:38:41Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
274
  | `IVY-AI-gif` | [profile](https://github.com/IVY-AI-gif) | no | CONTRIBUTOR | 2223d | `2026-03-22T16:01:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
275
  | `latenighthackathon` | [profile](https://github.com/latenighthackathon) | no | NONE | 84d | `2026-04-10T15:42:36Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 
276
  | `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 |
277
  | `RedParrotBerkeley` | [profile](https://github.com/RedParrotBerkeley) | no | NONE | 1107d | `2026-04-10T16:29:40Z` | 2 | 3 | mixed | moderate | low | — |
278
  | `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 |
@@ -308,8 +310,8 @@
308
  | `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 |
309
  | `wangshu94` | [profile](https://github.com/wangshu94) | no | NONE | 2454d | `2026-03-24T16:29:43Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
310
  | `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 |
 
311
  | `ttomiczek` | [profile](https://github.com/ttomiczek) | no | NONE | 41d | `2026-04-10T05:23:08Z` | 1 | 13 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
312
- | `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 |
313
  | `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 |
314
  | `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 |
315
  | `lukeboyett` | [profile](https://github.com/lukeboyett) | no | CONTRIBUTOR | 2640d | `2026-02-09T19:59:59Z` | 1 | 5 | weak | moderate | low | high open PR share |
@@ -318,7 +320,6 @@
318
  | `alexuser` | [profile](https://github.com/alexuser) | no | NONE | 5152d | `2026-03-23T06:01:48Z` | 1 | 4 | weak | low | low | high open PR share; targets high-star repos |
319
  | `rijhsinghani` | [profile](https://github.com/rijhsinghani) | no | NONE | 2351d | `2026-04-12T17:25:23Z` | 1 | 4 | mixed | low | low | high open PR share; targets high-star repos |
320
  | `rosesandhello` | [profile](https://github.com/rosesandhello) | no | NONE | 4087d | `2026-04-12T15:14:23Z` | 1 | 3 | weak | low | low | high open PR share; targets high-star repos |
321
- | `ajfonthemove` | [profile](https://github.com/ajfonthemove) | no | NONE | 53d | `2026-03-03T06:01:04Z` | 1 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
322
  | `Conan-Scott` | [profile](https://github.com/Conan-Scott) | no | NONE | 19d | `2026-04-05T01:45:33Z` | 1 | 2 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
323
  | `Etoilelune` | [profile](https://github.com/Etoilelune) | no | NONE | 3481d | `2026-03-05T13:46:03Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
324
  | `fujiwaranosai850` | [profile](https://github.com/fujiwaranosai850) | no | NONE | 56d | `2026-04-12T07:17:06Z` | 1 | 2 | mixed | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars |
@@ -381,7 +382,6 @@
381
  | `richddr` | [profile](https://github.com/richddr) | no | NONE | 5213d | `2026-04-18T05:59:24Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
382
  | `shawnduggan` | [profile](https://github.com/shawnduggan) | no | NONE | 4815d | `2026-03-01T12:54:24Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
383
  | `snvtac` | [profile](https://github.com/snvtac) | no | NONE | 3665d | `2026-04-15T10:00:28Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
384
- | `solomonneas` | [profile](https://github.com/solomonneas) | no | NONE | 2817d | `2026-04-07T00:02:58Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
385
  | `soloxue` | [profile](https://github.com/soloxue) | no | NONE | 2971d | `2026-04-14T02:18:18Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
386
  | `songbing0632-code` | [profile](https://github.com/songbing0632-code) | no | NONE | 155d | `2026-04-13T08:16:12Z` | 1 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
387
  | `sukhdeepjohar` | [profile](https://github.com/sukhdeepjohar) | no | NONE | 2652d | `2026-04-16T16:40:13Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -444,14 +444,13 @@
444
  | `bthaha123-Carl` | [profile](https://github.com/bthaha123-Carl) | no | NONE | 781d | `2026-04-12T03:48:09Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
445
  | `bullwinkle` | [profile](https://github.com/bullwinkle) | no | NONE | 4806d | `2026-04-14T11:30:41Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
446
  | `c6zks4gssn-droid` | [profile](https://github.com/c6zks4gssn-droid) | no | NONE | 47d | `2026-04-16T22:24:01Z` | 1 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
447
- | `CCcassiusdjs` | [profile](https://github.com/CCcassiusdjs) | no | NONE | 950d | `2026-04-12T02:37:09Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
448
  | `central-hd-ytakeda` | [profile](https://github.com/central-hd-ytakeda) | no | NONE | 895d | `2026-04-13T09:12:24Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
449
  | `cesararevalo` | [profile](https://github.com/cesararevalo) | no | NONE | 5858d | `2026-04-18T11:01:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
450
  | `CharlesMcquade` | [profile](https://github.com/CharlesMcquade) | no | NONE | 4467d | `2026-04-13T16:56:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
451
  | `cheapestinference` | [profile](https://github.com/cheapestinference) | no | CONTRIBUTOR | 175d | `2026-04-14T11:43:30Z` | 1 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
452
  | `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 |
453
  | `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 |
454
- | `cholaolu-boop` | [profile](https://github.com/cholaolu-boop) | yes | NONE | 120d | `2026-04-19T01:49:31Z` | 1 | 0 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
455
  | `christnorman` | [profile](https://github.com/christnorman) | no | NONE | 975d | `2026-04-18T20:08:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
456
  | `clemenshelm` | [profile](https://github.com/clemenshelm) | no | NONE | 6022d | `2026-02-22T05:57:34Z` | 1 | 0 | strong | low | low | — |
457
  | `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 |
@@ -534,8 +533,7 @@
534
  | `jack-ra` | [profile](https://github.com/jack-ra) | no | NONE | 4832d | `2026-04-18T04:40:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
535
  | `JackChiang233` | [profile](https://github.com/JackChiang233) | no | NONE | 1742d | `2026-04-15T09:01:12Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
536
  | `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 |
537
- | `janicduplessis` | [profile](https://github.com/janicduplessis) | no | NONE | 4916d | `2026-04-12T02:54:34Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
538
- | `jaredmarin` | [profile](https://github.com/jaredmarin) | yes | NONE | 3319d | `2026-04-19T01:22:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
539
  | `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 |
540
  | `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 |
541
  | `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 |
@@ -553,7 +551,7 @@
553
  | `joeyfrasier` | [profile](https://github.com/joeyfrasier) | no | NONE | 3894d | `2026-02-18T11:51:54Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
554
  | `john-vainio` | [profile](https://github.com/john-vainio) | no | NONE | 1529d | `2026-04-17T05:05:56Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
555
  | `johnstarks03` | [profile](https://github.com/johnstarks03) | no | NONE | 44d | `2026-04-13T15:10:00Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
556
- | `juggsnjava-git` | [profile](https://github.com/juggsnjava-git) | yes | NONE | 0d | `2026-04-19T01:27:27Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars |
557
  | `juliopx` | [profile](https://github.com/juliopx) | no | NONE | 4257d | `2026-03-19T15:53:01Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
558
  | `JuniperSling` | [profile](https://github.com/JuniperSling) | no | NONE | 1866d | `2026-04-18T07:51:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
559
  | `JUSTICEESSIELP` | [profile](https://github.com/JUSTICEESSIELP) | no | NONE | 2109d | `2026-04-13T01:54:28Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -666,7 +664,6 @@
666
  | `seank-com` | [profile](https://github.com/seank-com) | no | NONE | 5207d | `2026-04-14T01:38:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
667
  | `seanniu93` | [profile](https://github.com/seanniu93) | no | NONE | 4213d | `2026-04-18T07:23:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
668
  | `secondfry` | [profile](https://github.com/secondfry) | no | NONE | 5691d | `2026-04-13T19:30:49Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
669
- | `shakkernerd` | [profile](https://github.com/shakkernerd) | no | MEMBER | 749d | `2026-01-26T14:21:30Z` | 1 | 0 | strong | low | low | targets high-star repos |
670
  | `ShayMeshGit` | [profile](https://github.com/ShayMeshGit) | no | NONE | 2606d | `2026-04-17T19:10:02Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
671
  | `shirtlessfounder` | [profile](https://github.com/shirtlessfounder) | no | NONE | 1129d | `2026-04-12T16:41:08Z` | 1 | 0 | mixed | moderate | low | — |
672
  | `simon-marcus` | [profile](https://github.com/simon-marcus) | no | NONE | 3765d | `2026-04-13T01:41:40Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -707,7 +704,6 @@
707
  | `ViseonDev` | [profile](https://github.com/ViseonDev) | no | NONE | 3325d | `2026-04-15T19:16:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
708
  | `vivekchand` | [profile](https://github.com/vivekchand) | no | NONE | 5357d | `2026-03-02T00:27:17Z` | 1 | 0 | strong | low | low | extremely high recent PR volume |
709
  | `vladxyz23` | [profile](https://github.com/vladxyz23) | no | NONE | 3d | `2026-04-12T21:02:14Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
710
- | `vvitovec` | [profile](https://github.com/vvitovec) | no | NONE | 224d | `2026-04-17T12:08:21Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
711
  | `werdelin` | [profile](https://github.com/werdelin) | no | NONE | 5860d | `2026-04-16T19:22:23Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
712
  | `wyyis` | [profile](https://github.com/wyyis) | no | NONE | 1728d | `2026-04-13T08:29:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
713
  | `xantorres` | [profile](https://github.com/xantorres) | no | CONTRIBUTOR | 5749d | `2026-04-15T21:28:16Z` | 1 | 0 | strong | low | low | targets high-star repos |
@@ -824,6 +820,30 @@ Example artifacts:
824
  - [PR #68492: fix(update-cli): capture macOS launchctl stderr to a log file instead of /dev/null](https://github.com/openclaw/openclaw/pull/68492) — closed, merged
825
  - [PR #68399: fix(cli): reject --agent on models set/set-image instead of silently writing global default](https://github.com/openclaw/openclaw/pull/68399) — closed
826
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
827
  ### `neeravmakwana`
828
 
829
  - profile: [github.com/neeravmakwana](https://github.com/neeravmakwana)
@@ -847,30 +867,6 @@ Example artifacts:
847
  - [PR #68740: Ollama/models: detect Gemma 4 and `thinking` capability as reasoning](https://github.com/openclaw/openclaw/pull/68740) — open
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
 
850
- ### `nightq`
851
-
852
- - profile: [github.com/nightq](https://github.com/nightq)
853
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anightq)
854
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anightq)
855
- - repo first seen: `2026-04-01T13:17:35Z`
856
- - repo last seen: `2026-04-18T13:12:18Z`
857
- - first seen in snapshot: **no**
858
- - repo association: **CONTRIBUTOR**
859
- - repo primary artifacts: **40**
860
- - snapshot authored PRs/issues: **39 PRs / 1 issues**
861
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
862
- - account age: **4825 days**
863
- - recent public PR activity: **116 PRs** (1 merged / 69 closed-unmerged / 46 open; merged rate **1%**, closed-unmerged rate **59%**, open rate **40%**)
864
- - public orgs: none visible
865
- - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
866
- - heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
867
-
868
- Example artifacts:
869
- - [PR #68570: fix(matrix): strip mention prefix before slash command matching](https://github.com/openclaw/openclaw/pull/68570) — open
870
- - [PR #68469: fix(browser): allow attachOnly profiles retry window for CDP connection](https://github.com/openclaw/openclaw/pull/68469) — open
871
- - [PR #68422: fix(ui): constrain web chat width to 920px for better readability](https://github.com/openclaw/openclaw/pull/68422) — open
872
- - [Issue #59034: [macOS] screen.record command not available on node](https://github.com/openclaw/openclaw/issues/59034) — open
873
-
874
  ### `w-sss`
875
 
876
  - profile: [github.com/w-sss](https://github.com/w-sss)
@@ -950,11 +946,11 @@ Example artifacts:
950
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akagura-agent)
951
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akagura-agent)
952
  - repo first seen: `2026-03-18T00:16:55Z`
953
- - repo last seen: `2026-04-19T01:20:33Z`
954
  - first seen in snapshot: **no**
955
  - repo association: **CONTRIBUTOR**
956
- - repo primary artifacts: **37**
957
- - snapshot authored PRs/issues: **30 PRs / 7 issues**
958
  - snapshot discussion activity: **50 comments / 0 reviews / 0 review comments**
959
  - account age: **32 days**
960
  - recent public PR activity: **108 PRs** (51 merged / 12 closed-unmerged / 45 open; merged rate **47%**, closed-unmerged rate **11%**, open rate **42%**)
@@ -963,9 +959,9 @@ Example artifacts:
963
  - heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
964
 
965
  Example artifacts:
 
966
  - [PR #68753: fix: allow systemEvent cron jobs to specify custom timeoutSeconds](https://github.com/openclaw/openclaw/pull/68753) — open
967
  - [PR #68746: fix: always send stream_options.include_usage when streaming (openai-completions)](https://github.com/openclaw/openclaw/pull/68746) — closed, merged
968
- - [PR #68722: fix: chmod openclaw.json to 0o600 after atomic rename on config write](https://github.com/openclaw/openclaw/pull/68722) — closed
969
  - [Issue #68123: feat: allow cron tasks to opt out of main session notification](https://github.com/openclaw/openclaw/issues/68123) — open
970
  - [Issue #66576: [Feature]: Configurable workspace file inclusion/exclusion (bootstrapFiles)](https://github.com/openclaw/openclaw/issues/66576) — open
971
  - [Issue #66399: Process supervisor: graceful signal escalation and drain timeout for exec tool](https://github.com/openclaw/openclaw/issues/66399) — open
@@ -1096,12 +1092,12 @@ Example artifacts:
1096
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aobviyus)
1097
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aobviyus)
1098
  - repo first seen: `2026-01-04T13:17:28Z`
1099
- - repo last seen: `2026-04-19T02:20:39Z`
1100
  - first seen in snapshot: **no**
1101
  - repo association: **CONTRIBUTOR**
1102
  - repo primary artifacts: **19**
1103
  - snapshot authored PRs/issues: **19 PRs / 0 issues**
1104
- - snapshot discussion activity: **531 comments / 48 reviews / 4 review comments**
1105
  - account age: **3510 days**
1106
  - recent public PR activity: **16 PRs** (15 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
1107
  - public orgs: `UplauseApp`
@@ -1119,12 +1115,12 @@ Example artifacts:
1119
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aomarshahine)
1120
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aomarshahine)
1121
  - repo first seen: `2026-02-20T03:30:56Z`
1122
- - repo last seen: `2026-04-17T17:54:01Z`
1123
  - first seen in snapshot: **no**
1124
  - repo association: **CONTRIBUTOR**
1125
  - repo primary artifacts: **28**
1126
  - snapshot authored PRs/issues: **18 PRs / 10 issues**
1127
- - snapshot discussion activity: **72 comments / 15 reviews / 15 review comments**
1128
  - account age: **4126 days**
1129
  - recent public PR activity: **29 PRs** (21 merged / 6 closed-unmerged / 2 open; merged rate **72%**, closed-unmerged rate **21%**, open rate **7%**)
1130
  - public orgs: none visible
@@ -1171,12 +1167,12 @@ Example artifacts:
1171
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ABunsDev)
1172
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ABunsDev)
1173
  - repo first seen: `2026-02-07T11:32:40Z`
1174
- - repo last seen: `2026-04-18T05:54:02Z`
1175
  - first seen in snapshot: **no**
1176
  - repo association: **MEMBER**
1177
  - repo primary artifacts: **18**
1178
  - snapshot authored PRs/issues: **18 PRs / 0 issues**
1179
- - snapshot discussion activity: **89 comments / 26 reviews / 25 review comments**
1180
  - account age: **2087 days**
1181
  - recent public PR activity: **91 PRs** (82 merged / 5 closed-unmerged / 4 open; merged rate **90%**, closed-unmerged rate **5%**, open rate **4%**)
1182
  - public orgs: `RitualChain`, `DeDevsClub`, `SoulSwapFinance`, `openclaw`
@@ -1912,7 +1908,7 @@ Example artifacts:
1912
  Example artifacts:
1913
  - [PR #67928: extensions(moonshot): publish real per-token prices in the catalog](https://github.com/openclaw/openclaw/pull/67928) — open
1914
  - [PR #67790: fix(agents): make sessions_spawn mode=session errors actionable when thread binding is unavailable (#67400)](https://github.com/openclaw/openclaw/pull/67790) — open
1915
- - [PR #67785: fix(agents): scope nested lane per target session to stop cross-agent blocking (#67502)](https://github.com/openclaw/openclaw/pull/67785) — open
1916
  - [Issue #67934: [feature request] Auto-apply auth.applyConfig at plugin-load time for Category B providers (defineSingleProviderPluginEntry)](https://github.com/openclaw/openclaw/issues/67934) — closed
1917
 
1918
  ### `lawrence3699`
@@ -3299,32 +3295,6 @@ Example artifacts:
3299
  - [PR #68070: fix: prevent infinite retry loops on tool parameter validation errors](https://github.com/openclaw/openclaw/pull/68070) — open
3300
  - [PR #67808: fix: : Control UI: sent messages don't render until hard refresh](https://github.com/openclaw/openclaw/pull/67808) — closed
3301
 
3302
- ### `Kyzcreig`
3303
-
3304
- - profile: [github.com/Kyzcreig](https://github.com/Kyzcreig)
3305
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AKyzcreig)
3306
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AKyzcreig)
3307
- - repo first seen: `2026-03-26T04:03:04Z`
3308
- - repo last seen: `2026-04-17T04:56:22Z`
3309
- - first seen in snapshot: **no**
3310
- - repo association: **NONE**
3311
- - repo primary artifacts: **9**
3312
- - snapshot authored PRs/issues: **4 PRs / 5 issues**
3313
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
3314
- - account age: **4208 days**
3315
- - recent public PR activity: **7 PRs** (3 merged / 1 closed-unmerged / 3 open; merged rate **43%**, closed-unmerged rate **14%**, open rate **43%**)
3316
- - public orgs: none visible
3317
- - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
3318
- - heuristic read: **high open PR share; targets high-star repos**
3319
-
3320
- Example artifacts:
3321
- - [PR #66398: feat: instrument active-memory embedded runs](https://github.com/openclaw/openclaw/pull/66398) — closed
3322
- - [PR #65284: fix(context): avoid stale provider context window collisions](https://github.com/openclaw/openclaw/pull/65284) — open
3323
- - [PR #65134: fix: use completeSimple for LLM slug generation instead of runEmbeddedPiAgent](https://github.com/openclaw/openclaw/pull/65134) — open
3324
- - [Issue #64721: Cron tool schema missing model/timeout/contextTokens/maxSpendUsd fields](https://github.com/openclaw/openclaw/issues/64721) — open
3325
- - [Issue #64327: Include effective contextTokens limit in hook event context](https://github.com/openclaw/openclaw/issues/64327) — open
3326
- - [Issue #64268: Emit llm_output per-LLM-call in agentic loops, not just once per turn](https://github.com/openclaw/openclaw/issues/64268) — open
3327
-
3328
  ### `dlebee-agent`
3329
 
3330
  - profile: [github.com/dlebee-agent](https://github.com/dlebee-agent)
@@ -3517,6 +3487,29 @@ Example artifacts:
3517
  - [PR #67316: Refactor/optimize infra backoff](https://github.com/openclaw/openclaw/pull/67316) — closed
3518
  - [PR #67283: Refactor/optimize infra backoff](https://github.com/openclaw/openclaw/pull/67283) — closed
3519
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3520
  ### `dutifulbob`
3521
 
3522
  - profile: [github.com/dutifulbob](https://github.com/dutifulbob)
@@ -3839,32 +3832,6 @@ Example artifacts:
3839
  - [PR #68276: feat(android/chat): filter cron-delivery noise and strip <final> wrapper](https://github.com/openclaw/openclaw/pull/68276) — open
3840
  - [PR #68202: fix(session): only persist user-selected auth profile overrides across /new and /reset](https://github.com/openclaw/openclaw/pull/68202) — open
3841
 
3842
- ### `CyberRaccoonTeam`
3843
-
3844
- - profile: [github.com/CyberRaccoonTeam](https://github.com/CyberRaccoonTeam)
3845
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ACyberRaccoonTeam)
3846
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ACyberRaccoonTeam)
3847
- - repo first seen: `2026-04-11T12:36:28Z`
3848
- - repo last seen: `2026-04-18T16:29:15Z`
3849
- - first seen in snapshot: **no**
3850
- - repo association: **NONE**
3851
- - repo primary artifacts: **7**
3852
- - snapshot authored PRs/issues: **3 PRs / 4 issues**
3853
- - snapshot discussion activity: **11 comments / 0 reviews / 0 review comments**
3854
- - account age: **451 days**
3855
- - recent public PR activity: **18 PRs** (2 merged / 12 closed-unmerged / 4 open; merged rate **11%**, closed-unmerged rate **67%**, open rate **22%**)
3856
- - public orgs: none visible
3857
- - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
3858
- - heuristic read: **many recent closed-unmerged PRs; no visible non-self stars**
3859
-
3860
- Example artifacts:
3861
- - [PR #66980: fix(theme): accessibility tweaks for Matrix/Cyberpunk (PR #66387)](https://github.com/openclaw/openclaw/pull/66980) — closed
3862
- - [PR #66387: feat: Add Matrix theme with lime green digital rain aesthetic](https://github.com/openclaw/openclaw/pull/66387) — open
3863
- - [PR #65121: fix: validate channel requirement at cron job creation time (#53379)](https://github.com/openclaw/openclaw/pull/65121) — closed
3864
- - [Issue #67494: Bug: Model selector not working in Chat panel (only Primary Model setting works)](https://github.com/openclaw/openclaw/issues/67494) — open
3865
- - [Issue #66392: [Feature Proposal] Matrix and Cyberpunk themes for Control UI](https://github.com/openclaw/openclaw/issues/66392) — open
3866
- - [Issue #66356: [Bug]: Discord guided setup says "not enabled" and skips token input in configure wizard](https://github.com/openclaw/openclaw/issues/66356) — open
3867
-
3868
  ### `jinon86`
3869
 
3870
  - profile: [github.com/jinon86](https://github.com/jinon86)
@@ -4083,29 +4050,6 @@ Example artifacts:
4083
  - [PR #68558: fix(auto-reply): stop rendering misleading /compact labels on small sessions](https://github.com/openclaw/openclaw/pull/68558) — open
4084
  - [PR #68557: fix(ui): include cache tokens in ctx% badge and cache-hit-rate](https://github.com/openclaw/openclaw/pull/68557) — open
4085
 
4086
- ### `chrisabad`
4087
-
4088
- - profile: [github.com/chrisabad](https://github.com/chrisabad)
4089
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achrisabad)
4090
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achrisabad)
4091
- - repo first seen: `2026-04-18T02:47:00Z`
4092
- - repo last seen: `2026-04-19T00:58:23Z`
4093
- - first seen in snapshot: **no**
4094
- - repo association: **NONE**
4095
- - repo primary artifacts: **3**
4096
- - snapshot authored PRs/issues: **3 PRs / 0 issues**
4097
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
4098
- - account age: **2185 days**
4099
- - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4100
- - public orgs: none visible
4101
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
4102
- - heuristic read: **high open PR share; targets high-star repos**
4103
-
4104
- Example artifacts:
4105
- - [PR #68745: fix(slack): share HTTP route registry via globalThis across module instances](https://github.com/openclaw/openclaw/pull/68745) — open
4106
- - [PR #68381: feat: add maxExecutionMs per-task timeout to command lane](https://github.com/openclaw/openclaw/pull/68381) — open
4107
- - [PR #68372: feat: add session-persistence truncation cap for tool results](https://github.com/openclaw/openclaw/pull/68372) — open
4108
-
4109
  ### `damselem`
4110
 
4111
  - profile: [github.com/damselem](https://github.com/damselem)
@@ -4267,29 +4211,6 @@ Example artifacts:
4267
  - [PR #67706: fix(agents): emit compaction events during overflow/timeout recovery [AI]](https://github.com/openclaw/openclaw/pull/67706) — open
4268
  - [PR #67304: feat(plugins): add OPENCLAW_JITI_CACHE_DIR env var for jiti fsCache [AI]](https://github.com/openclaw/openclaw/pull/67304) — open
4269
 
4270
- ### `mr-kelly`
4271
-
4272
- - profile: [github.com/mr-kelly](https://github.com/mr-kelly)
4273
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amr-kelly)
4274
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amr-kelly)
4275
- - repo first seen: `2026-04-12T02:56:34Z`
4276
- - repo last seen: `2026-04-12T03:22:26Z`
4277
- - first seen in snapshot: **no**
4278
- - repo association: **NONE**
4279
- - repo primary artifacts: **3**
4280
- - snapshot authored PRs/issues: **3 PRs / 0 issues**
4281
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
4282
- - account age: **5603 days**
4283
- - recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4284
- - public orgs: `cosmosbox`, `kingsoft-topgame`
4285
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
4286
- - heuristic read: **high open PR share; targets high-star repos**
4287
-
4288
- Example artifacts:
4289
- - [PR #65137: fix: [Bug]: tools.exec.security: full does not enable inline Python execution (strictInlineEval still blocks)](https://github.com/openclaw/openclaw/pull/65137) — open
4290
- - [PR #65128: fix: [Bug]: Browser tool SSRF policy blocks all hostname URLs](https://github.com/openclaw/openclaw/pull/65128) — open
4291
- - [PR #65124: fix: [Bug]: Completion cache update failed due to missing qa/scenarios/index.md in npm package](https://github.com/openclaw/openclaw/pull/65124) — open
4292
-
4293
  ### `mylukin`
4294
 
4295
  - profile: [github.com/mylukin](https://github.com/mylukin)
@@ -4525,6 +4446,32 @@ Example artifacts:
4525
  - [PR #66819: fix(cli): unwrap nested claude result json](https://github.com/openclaw/openclaw/pull/66819) — open
4526
  - [PR #64561: fix(openai): default openai-codex provider api to responses](https://github.com/openclaw/openclaw/pull/64561) — closed
4527
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4528
  ### `jhsmith409`
4529
 
4530
  - profile: [github.com/jhsmith409](https://github.com/jhsmith409)
@@ -4599,6 +4546,32 @@ Example artifacts:
4599
  - [PR #64298: Refactor agent harness into Codex extension](https://github.com/openclaw/openclaw/pull/64298) — closed, merged
4600
  - [Issue #75: Linux/Windows Clawdbot Apps](https://github.com/openclaw/openclaw/issues/75) — open
4601
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4602
  ### `glfruit`
4603
 
4604
  - profile: [github.com/glfruit](https://github.com/glfruit)
@@ -4818,6 +4791,30 @@ Example artifacts:
4818
  - [Issue #67061: Dreaming: dayBucket uses file date instead of ingestion date, preventing dailyCount from growing and blocking short-term promotion](https://github.com/openclaw/openclaw/issues/67061) — closed
4819
  - [Issue #65846: [Bug]: Agent process does not exit after task completion when used via CLI](https://github.com/openclaw/openclaw/issues/65846) — open
4820
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4821
  ### `frankhli843`
4822
 
4823
  - profile: [github.com/frankhli843](https://github.com/frankhli843)
@@ -5146,6 +5143,29 @@ Example artifacts:
5146
  - [PR #67328: fix(config): resolve "Unsupported schema node" for meta.lastTouchedAt](https://github.com/openclaw/openclaw/pull/67328) — open
5147
  - [Issue #64522: CLI initialization crashes in production due to hardcoded QA scenario dependency](https://github.com/openclaw/openclaw/issues/64522) — open
5148
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5149
  ### `wzhgba`
5150
 
5151
  - profile: [github.com/wzhgba](https://github.com/wzhgba)
@@ -5367,28 +5387,6 @@ Example artifacts:
5367
  - [PR #66580: fix(heartbeat): relay exec payload in prompts](https://github.com/openclaw/openclaw/pull/66580) — open, draft
5368
  - [PR #66475: fix(agents): classify connection-mismatch replay errors as replay-invalid](https://github.com/openclaw/openclaw/pull/66475) — closed, merged
5369
 
5370
- ### `EdderTalmor`
5371
-
5372
- - profile: [github.com/EdderTalmor](https://github.com/EdderTalmor)
5373
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEdderTalmor)
5374
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEdderTalmor)
5375
- - repo first seen: `2026-04-12T02:32:19Z`
5376
- - repo last seen: `2026-04-12T03:00:00Z`
5377
- - first seen in snapshot: **no**
5378
- - repo association: **CONTRIBUTOR**
5379
- - repo primary artifacts: **2**
5380
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
5381
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
5382
- - account age: **2678 days**
5383
- - recent public PR activity: **21 PRs** (1 merged / 3 closed-unmerged / 17 open; merged rate **5%**, closed-unmerged rate **14%**, open rate **81%**)
5384
- - public orgs: none visible
5385
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
5386
- - heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
5387
-
5388
- Example artifacts:
5389
- - [PR #65118: fix: gracefully handle missing QA scenario pack in npm distributions (closes #65082)](https://github.com/openclaw/openclaw/pull/65118) — closed, merged
5390
- - [PR #65111: fix: allow built-in chat commands to bypass plugins.allow check (closes #65083)](https://github.com/openclaw/openclaw/pull/65111) — open
5391
-
5392
  ### `ender-wiggin-ai`
5393
 
5394
  - profile: [github.com/ender-wiggin-ai](https://github.com/ender-wiggin-ai)
@@ -5417,12 +5415,12 @@ Example artifacts:
5417
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEruditi)
5418
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEruditi)
5419
  - repo first seen: `2026-04-16T15:08:41Z`
5420
- - repo last seen: `2026-04-19T02:12:50Z`
5421
  - first seen in snapshot: **no**
5422
  - repo association: **NONE**
5423
  - repo primary artifacts: **2**
5424
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
5425
- - snapshot discussion activity: **7 comments / 3 reviews / 2 review comments**
5426
  - account age: **1072 days**
5427
  - recent public PR activity: **7 PRs** (0 merged / 5 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **71%**, open rate **29%**)
5428
  - public orgs: none visible
@@ -5430,7 +5428,7 @@ Example artifacts:
5430
  - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
5431
 
5432
  Example artifacts:
5433
- - [PR #67720: Improve language translations for multiple languages](https://github.com/openclaw/openclaw/pull/67720) — open
5434
  - [PR #67715: Add top 5 strategies for OpenClaw contribution leaderboard](https://github.com/openclaw/openclaw/pull/67715) — closed
5435
 
5436
  ### `everySympathy`
@@ -6291,6 +6289,28 @@ Example artifacts:
6291
  - [PR #66731: fix(node-host): allow absolute-path native binaries through approval binder](https://github.com/openclaw/openclaw/pull/66731) — open
6292
  - [PR #66249: fix(daemon): avoid inline dotenv secrets in systemd unit during service repair](https://github.com/openclaw/openclaw/pull/66249) — closed, merged
6293
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6294
  ### `weichengdeng`
6295
 
6296
  - profile: [github.com/weichengdeng](https://github.com/weichengdeng)
@@ -6865,6 +6885,29 @@ Example artifacts:
6865
  - [PR #64398: fix(cli): strip null bytes from system prompt before spawn](https://github.com/openclaw/openclaw/pull/64398) — closed
6866
  - [PR #64390: fix(model): guard normalizeResolvedModel against undefined model param](https://github.com/openclaw/openclaw/pull/64390) — open
6867
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6868
  ### `richardclawbot`
6869
 
6870
  - profile: [github.com/richardclawbot](https://github.com/richardclawbot)
@@ -7651,6 +7694,30 @@ Example artifacts:
7651
  - [PR #66427: Feishu: add comment-specific policy controls and harden comment delivery](https://github.com/openclaw/openclaw/pull/66427) — open
7652
  - [PR #63785: feat(feishu): improve document comment session, rich parsing, and typing feedback](https://github.com/openclaw/openclaw/pull/63785) — closed, merged
7653
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7654
  ### `ttomiczek`
7655
 
7656
  - profile: [github.com/ttomiczek](https://github.com/ttomiczek)
@@ -7675,30 +7742,6 @@ Example artifacts:
7675
  - [Issue #68468: Change default dreaming storage.mode from inline to separate](https://github.com/openclaw/openclaw/issues/68468) — open
7676
  - [Issue #68467: Dreaming inline mode silently produces no output (storage.mode: inline broken)](https://github.com/openclaw/openclaw/issues/68467) — open
7677
 
7678
- ### `JIRBOY`
7679
-
7680
- - profile: [github.com/JIRBOY](https://github.com/JIRBOY)
7681
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AJIRBOY)
7682
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJIRBOY)
7683
- - repo first seen: `2026-04-11T06:03:38Z`
7684
- - repo last seen: `2026-04-18T01:40:12Z`
7685
- - first seen in snapshot: **no**
7686
- - repo association: **NONE**
7687
- - repo primary artifacts: **8**
7688
- - snapshot authored PRs/issues: **1 PRs / 7 issues**
7689
- - snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
7690
- - account age: **2565 days**
7691
- - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
7692
- - public orgs: none visible
7693
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
7694
- - heuristic read: **high open PR share; targets high-star repos**
7695
-
7696
- Example artifacts:
7697
- - [PR #68327: fix(gateway): reduce startup latency by ~36s](https://github.com/openclaw/openclaw/pull/68327) — open
7698
- - [Issue #68352: UX: misleading plugin warnings when allowlist entries don't match discovered plugin IDs](https://github.com/openclaw/openclaw/issues/68352) — open
7699
- - [Issue #67990: Proposal: Improved Backup Design with Configurable Exclusion Rules and Service-Aware Archiving](https://github.com/openclaw/openclaw/issues/67990) — open
7700
- - [Issue #67040: Performance: Optimize CLI startup by persisting plugin discovery cache and deferring plugin loading](https://github.com/openclaw/openclaw/issues/67040) — open
7701
-
7702
  ### `ismael-81`
7703
 
7704
  - profile: [github.com/ismael-81](https://github.com/ismael-81)
@@ -7891,29 +7934,6 @@ Example artifacts:
7891
  - [Issue #65438: Feature: configurable bootstrap file injection order for prompt cache optimization](https://github.com/openclaw/openclaw/issues/65438) — open
7892
  - [Issue #65418: [Bug] Anthropic adapter mutates replayed thinking block text via sanitizeTransportPayloadText, breaking signature validation](https://github.com/openclaw/openclaw/issues/65418) — open
7893
 
7894
- ### `ajfonthemove`
7895
-
7896
- - profile: [github.com/ajfonthemove](https://github.com/ajfonthemove)
7897
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aajfonthemove)
7898
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aajfonthemove)
7899
- - repo first seen: `2026-03-03T06:01:04Z`
7900
- - repo last seen: `2026-04-19T02:03:07Z`
7901
- - first seen in snapshot: **no**
7902
- - repo association: **NONE**
7903
- - repo primary artifacts: **3**
7904
- - snapshot authored PRs/issues: **1 PRs / 2 issues**
7905
- - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
7906
- - account age: **53 days**
7907
- - recent public PR activity: **3 PRs** (1 merged / 0 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
7908
- - public orgs: none visible
7909
- - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
7910
- - heuristic read: **very new account; high open PR share; targets high-star repos**
7911
-
7912
- Example artifacts:
7913
- - [PR #68286: feat(memory-core): expose vectorScore and textScore in hybrid search results](https://github.com/openclaw/openclaw/pull/68286) — open
7914
- - [Issue #68768: Docs: contextTokens placement in agents.defaults.model doesn't match schema](https://github.com/openclaw/openclaw/issues/68768) — open
7915
- - [Issue #68166: [Feature]: expose vectorScore and textScore in hybrid search results](https://github.com/openclaw/openclaw/issues/68166) — open
7916
-
7917
  ### `Conan-Scott`
7918
 
7919
  - profile: [github.com/Conan-Scott](https://github.com/Conan-Scott)
@@ -9290,28 +9310,6 @@ Example artifacts:
9290
  - [PR #67145: fix onboard crash from missing bundled channel fallback metadata](https://github.com/openclaw/openclaw/pull/67145) — open
9291
  - [Issue #67130: [Bug]: openclaw onboard crashes after channel selection because bundled setup plugin meta is incomplete](https://github.com/openclaw/openclaw/issues/67130) — closed
9292
 
9293
- ### `solomonneas`
9294
-
9295
- - profile: [github.com/solomonneas](https://github.com/solomonneas)
9296
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asolomonneas)
9297
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asolomonneas)
9298
- - repo first seen: `2026-04-07T00:02:58Z`
9299
- - repo last seen: `2026-04-14T14:13:37Z`
9300
- - first seen in snapshot: **no**
9301
- - repo association: **NONE**
9302
- - repo primary artifacts: **2**
9303
- - snapshot authored PRs/issues: **1 PRs / 1 issues**
9304
- - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
9305
- - account age: **2817 days**
9306
- - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
9307
- - public orgs: none visible
9308
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
9309
- - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
9310
-
9311
- Example artifacts:
9312
- - [PR #66295: Systemd: keep managed env in drop-in so upgrades preserve user directives](https://github.com/openclaw/openclaw/pull/66295) — closed
9313
- - [Issue #66248: openclaw update silently drops user-added EnvironmentFile/Environment directives when regenerating systemd unit](https://github.com/openclaw/openclaw/issues/66248) — open
9314
-
9315
  ### `soloxue`
9316
 
9317
  - profile: [github.com/soloxue](https://github.com/soloxue)
@@ -10628,27 +10626,6 @@ Example artifacts:
10628
  Example artifacts:
10629
  - [PR #67841: Add Dev Container, Benchmarking & SBOM workflows](https://github.com/openclaw/openclaw/pull/67841) — open
10630
 
10631
- ### `CCcassiusdjs`
10632
-
10633
- - profile: [github.com/CCcassiusdjs](https://github.com/CCcassiusdjs)
10634
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ACCcassiusdjs)
10635
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ACCcassiusdjs)
10636
- - repo first seen: `2026-04-12T02:37:09Z`
10637
- - repo last seen: `2026-04-12T02:37:09Z`
10638
- - first seen in snapshot: **no**
10639
- - repo association: **NONE**
10640
- - repo primary artifacts: **1**
10641
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
10642
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
10643
- - account age: **950 days**
10644
- - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
10645
- - public orgs: none visible
10646
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
10647
- - heuristic read: **high open PR share; targets high-star repos**
10648
-
10649
- Example artifacts:
10650
- - [PR #65115: fix: resolve 8 GUI bugs in webchat Control UI and TUI](https://github.com/openclaw/openclaw/pull/65115) — open
10651
-
10652
  ### `central-hd-ytakeda`
10653
 
10654
  - profile: [github.com/central-hd-ytakeda](https://github.com/central-hd-ytakeda)
@@ -10782,7 +10759,7 @@ Example artifacts:
10782
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acholaolu-boop)
10783
  - repo first seen: `2026-04-19T01:49:31Z`
10784
  - repo last seen: `2026-04-19T01:49:31Z`
10785
- - first seen in snapshot: **yes**
10786
  - repo association: **NONE**
10787
  - repo primary artifacts: **1**
10788
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -12519,27 +12496,6 @@ Example artifacts:
12519
  Example artifacts:
12520
  - [PR #66878: feat: add /spawn subagent command alias](https://github.com/openclaw/openclaw/pull/66878) — closed
12521
 
12522
- ### `janicduplessis`
12523
-
12524
- - profile: [github.com/janicduplessis](https://github.com/janicduplessis)
12525
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajanicduplessis)
12526
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajanicduplessis)
12527
- - repo first seen: `2026-04-12T02:54:34Z`
12528
- - repo last seen: `2026-04-12T02:54:34Z`
12529
- - first seen in snapshot: **no**
12530
- - repo association: **NONE**
12531
- - repo primary artifacts: **1**
12532
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
12533
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
12534
- - account age: **4916 days**
12535
- - recent public PR activity: **37 PRs** (30 merged / 3 closed-unmerged / 4 open; merged rate **81%**, closed-unmerged rate **8%**, open rate **11%**)
12536
- - public orgs: `th3rdwave`
12537
- - compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
12538
- - heuristic read: **high recent PR volume**
12539
-
12540
- Example artifacts:
12541
- - [PR #65123: fix(discord): preserve explicit target kind when parsing recipients](https://github.com/openclaw/openclaw/pull/65123) — open
12542
-
12543
  ### `jaredmarin`
12544
 
12545
  - profile: [github.com/jaredmarin](https://github.com/jaredmarin)
@@ -12547,7 +12503,7 @@ Example artifacts:
12547
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajaredmarin)
12548
  - repo first seen: `2026-04-19T01:22:18Z`
12549
  - repo last seen: `2026-04-19T01:22:18Z`
12550
- - first seen in snapshot: **yes**
12551
  - repo association: **NONE**
12552
  - repo primary artifacts: **1**
12553
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -12925,7 +12881,7 @@ Example artifacts:
12925
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajuggsnjava-git)
12926
  - repo first seen: `2026-04-19T01:27:27Z`
12927
  - repo last seen: `2026-04-19T01:27:27Z`
12928
- - first seen in snapshot: **yes**
12929
  - repo association: **NONE**
12930
  - repo primary artifacts: **1**
12931
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -15292,27 +15248,6 @@ Example artifacts:
15292
  Example artifacts:
15293
  - [PR #66137: fix(ajv): validate MCP tool schemas against draft/2020-12 [AI-assisted]](https://github.com/openclaw/openclaw/pull/66137) — open, draft
15294
 
15295
- ### `shakkernerd`
15296
-
15297
- - profile: [github.com/shakkernerd](https://github.com/shakkernerd)
15298
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ashakkernerd)
15299
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ashakkernerd)
15300
- - repo first seen: `2026-01-26T14:21:30Z`
15301
- - repo last seen: `2026-04-12T06:27:06Z`
15302
- - first seen in snapshot: **no**
15303
- - repo association: **MEMBER**
15304
- - repo primary artifacts: **1**
15305
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
15306
- - snapshot discussion activity: **99 comments / 10 reviews / 10 review comments**
15307
- - account age: **749 days**
15308
- - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
15309
- - public orgs: `openclaw`
15310
- - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
15311
- - heuristic read: **targets high-star repos**
15312
-
15313
- Example artifacts:
15314
- - [PR #65126: fix: preserve anthropic replay safety for signed thinking sessions](https://github.com/openclaw/openclaw/pull/65126) — closed, merged
15315
-
15316
  ### `ShayMeshGit`
15317
 
15318
  - profile: [github.com/ShayMeshGit](https://github.com/ShayMeshGit)
@@ -16153,27 +16088,6 @@ Example artifacts:
16153
  Example artifacts:
16154
  - [PR #65555: skills: add bundled crypto-bot-binance orchestrator skill](https://github.com/openclaw/openclaw/pull/65555) — open
16155
 
16156
- ### `vvitovec`
16157
-
16158
- - profile: [github.com/vvitovec](https://github.com/vvitovec)
16159
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Avvitovec)
16160
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Avvitovec)
16161
- - repo first seen: `2026-04-17T12:08:21Z`
16162
- - repo last seen: `2026-04-17T12:08:21Z`
16163
- - first seen in snapshot: **no**
16164
- - repo association: **NONE**
16165
- - repo primary artifacts: **1**
16166
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
16167
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
16168
- - account age: **224 days**
16169
- - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
16170
- - public orgs: none visible
16171
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
16172
- - heuristic read: **young account; high open PR share; no visible non-self stars; targets high-star repos**
16173
-
16174
- Example artifacts:
16175
- - [PR #68106: fix(lobster): surface workflow path errors](https://github.com/openclaw/openclaw/pull/68106) — open
16176
-
16177
  ### `werdelin`
16178
 
16179
  - profile: [github.com/werdelin](https://github.com/werdelin)
 
1
  # New Contributor Report: openclaw/openclaw
2
 
3
+ - Snapshot: `20260419T032035Z`
4
+ - Generated: `2026-04-19T03:22:21Z`
5
  - Activity window: `7d`
6
+ - Contributors: `713`
7
 
8
  ## Summary
9
 
 
13
  | `vincentkoc` | [profile](https://github.com/vincentkoc) | no | MEMBER | 6420d | `2026-02-03T19:03:56Z` | 54 | 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` | 51 | 49 | 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` | 41 | 0 | weak | low | high | very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
16
+ | `nightq` | [profile](https://github.com/nightq) | no | CONTRIBUTOR | 4825d | `2026-04-01T13:17:35Z` | 40 | 1 | weak | low | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
17
  | `neeravmakwana` | [profile](https://github.com/neeravmakwana) | no | CONTRIBUTOR | 64d | `2026-02-24T02:57:36Z` | 40 | 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 |
 
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
  | `Takhoffman` | [profile](https://github.com/Takhoffman) | no | CONTRIBUTOR | 5455d | `2026-01-27T16:37:08Z` | 32 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
20
  | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 735d | `2026-03-03T03:34:57Z` | 31 | 11 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
21
+ | `kagura-agent` | [profile](https://github.com/kagura-agent) | no | CONTRIBUTOR | 32d | `2026-03-18T00:16:55Z` | 31 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
22
  | `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 30 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
23
  | `eleqtrizit` | [profile](https://github.com/eleqtrizit) | no | CONTRIBUTOR | 3150d | `2026-04-07T18:17:36Z` | 23 | 0 | strong | low | low | targets high-star repos |
24
  | `oraculoos` | [profile](https://github.com/oraculoos) | no | NONE | ?d | `2026-04-14T13:16:27Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
 
118
  | `YangManBOBO` | [profile](https://github.com/YangManBOBO) | no | NONE | 827d | `2026-03-03T01:36:04Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
119
  | `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 |
120
  | `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 |
 
121
  | `dlebee-agent` | [profile](https://github.com/dlebee-agent) | no | NONE | 16d | `2026-04-17T18:21:49Z` | 4 | 2 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
122
  | `sebykrueger` | [profile](https://github.com/sebykrueger) | no | NONE | 4553d | `2026-04-12T13:47:56Z` | 4 | 2 | weak | low | low | high open PR share; targets high-star repos |
123
  | `bek91` | [profile](https://github.com/bek91) | no | NONE | 2144d | `2026-04-10T20:34:48Z` | 4 | 1 | weak | low | low | high open PR share; targets high-star repos |
 
126
  | `WayChan` | [profile](https://github.com/WayChan) | no | NONE | 3842d | `2026-04-15T12:42:46Z` | 4 | 1 | weak | low | low | high open PR share; targets high-star repos |
127
  | `briandevans` | [profile](https://github.com/briandevans) | no | CONTRIBUTOR | 103d | `2026-04-14T01:48:32Z` | 4 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
128
  | `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 |
129
+ | `chrisabad` | [profile](https://github.com/chrisabad) | no | NONE | 2185d | `2026-04-18T02:47:00Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
130
  | `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 |
131
  | `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 |
132
  | `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 |
 
141
  | `zhengyuliu047-rgb` | [profile](https://github.com/zhengyuliu047-rgb) | no | NONE | 88d | `2026-04-14T04:51:17Z` | 4 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
142
  | `ziomancer` | [profile](https://github.com/ziomancer) | no | CONTRIBUTOR | 57d | `2026-03-05T10:46:38Z` | 4 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
143
  | `zoneblaze` | [profile](https://github.com/zoneblaze) | no | NONE | 5505d | `2026-04-17T15:38:07Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
144
  | `jinon86` | [profile](https://github.com/jinon86) | no | NONE | 137d | `2026-04-17T15:05:24Z` | 3 | 4 | weak | low | medium | young account; high open PR share; no visible non-self stars |
145
  | `Ziy1-Tan` | [profile](https://github.com/Ziy1-Tan) | no | CONTRIBUTOR | 2560d | `2026-03-16T02:45:15Z` | 3 | 3 | mixed | low | low | high open PR share; targets high-star repos |
146
  | `anyech` | [profile](https://github.com/anyech) | no | NONE | 4236d | `2026-02-23T04:42:33Z` | 3 | 2 | weak | low | low | high open PR share; targets high-star repos |
 
150
  | `alekseivarin-gif` | [profile](https://github.com/alekseivarin-gif) | no | NONE | 0d | `2026-04-18T13:06:54Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
151
  | `alexlomt` | [profile](https://github.com/alexlomt) | no | NONE | 582d | `2026-04-14T18:25:56Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
152
  | `Ante042` | [profile](https://github.com/Ante042) | no | NONE | 2859d | `2026-04-18T13:02:47Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
153
  | `damselem` | [profile](https://github.com/damselem) | no | CONTRIBUTOR | 6104d | `2026-04-12T09:37:25Z` | 3 | 0 | n/a | low | low | no visible non-self stars |
154
  | `evgyur` | [profile](https://github.com/evgyur) | no | NONE | 1222d | `2026-04-17T22:56:05Z` | 3 | 0 | mixed | low | low | high open PR share; targets high-star repos |
155
  | `GameWorldsDEV` | [profile](https://github.com/GameWorldsDEV) | no | NONE | 609d | `2026-03-22T22:51:07Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 
157
  | `johnturek` | [profile](https://github.com/johnturek) | no | NONE | 6271d | `2026-04-14T03:23:25Z` | 3 | 0 | mixed | low | low | — |
158
  | `miyago9267` | [profile](https://github.com/miyago9267) | no | NONE | 2409d | `2026-04-17T08:38:57Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
159
  | `mpz4life` | [profile](https://github.com/mpz4life) | no | CONTRIBUTOR | 3120d | `2026-02-24T03:08:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
160
  | `mylukin` | [profile](https://github.com/mylukin) | no | CONTRIBUTOR | 5340d | `2026-01-26T00:39:54Z` | 3 | 0 | mixed | low | low | — |
161
  | `nnish16` | [profile](https://github.com/nnish16) | no | NONE | 2135d | `2026-04-13T18:14:26Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
162
  | `RLTree` | [profile](https://github.com/RLTree) | no | NONE | 1732d | `2026-04-14T20:31:37Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 
167
  | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
168
  | `sercada` | [profile](https://github.com/sercada) | no | CONTRIBUTOR | 3420d | `2026-03-10T14:46:37Z` | 5 | 2 | mixed | low | low | high open PR share; targets high-star repos |
169
  | `mraleko` | [profile](https://github.com/mraleko) | no | CONTRIBUTOR | 938d | `2026-04-08T03:48:45Z` | 5 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
170
+ | `Kyzcreig` | [profile](https://github.com/Kyzcreig) | no | NONE | 4208d | `2026-03-26T04:03:04Z` | 4 | 5 | mixed | low | low | high open PR share; targets high-star repos |
171
  | `jhsmith409` | [profile](https://github.com/jhsmith409) | no | CONTRIBUTOR | 434d | `2026-04-08T11:54:12Z` | 4 | 3 | weak | moderate | low | high open PR share; targets high-star repos |
172
  | `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 |
173
  | `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 |
174
+ | `CyberRaccoonTeam` | [profile](https://github.com/CyberRaccoonTeam) | no | NONE | 451d | `2026-04-11T12:36:28Z` | 3 | 4 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
175
  | `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 |
176
  | `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 |
177
  | `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 |
 
181
  | `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 |
182
  | `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 |
183
  | `leaderlemon` | [profile](https://github.com/leaderlemon) | no | NONE | 1559d | `2026-04-13T09:58:26Z` | 2 | 3 | weak | low | low | targets high-star repos |
184
+ | `ajfonthemove` | [profile](https://github.com/ajfonthemove) | no | NONE | 53d | `2026-03-03T06:01:04Z` | 2 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
185
  | `frankhli843` | [profile](https://github.com/frankhli843) | no | NONE | 2499d | `2026-04-17T16:19:07Z` | 2 | 2 | mixed | low | low | — |
186
  | `hansolo949` | [profile](https://github.com/hansolo949) | no | NONE | 297d | `2026-04-12T08:08:29Z` | 2 | 2 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
187
  | `jensenwang560-blip` | [profile](https://github.com/jensenwang560-blip) | no | NONE | 36d | `2026-04-13T07:35:13Z` | 2 | 2 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 
196
  | `mkoslacz` | [profile](https://github.com/mkoslacz) | no | NONE | 4321d | `2026-01-27T21:31:44Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
197
  | `rarest` | [profile](https://github.com/rarest) | no | NONE | 5367d | `2026-04-15T14:46:20Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
198
  | `ScientificProgrammer` | [profile](https://github.com/ScientificProgrammer) | no | NONE | 4728d | `2026-04-10T22:44:57Z` | 2 | 1 | mixed | low | low | high open PR share; targets high-star repos |
199
+ | `solomonneas` | [profile](https://github.com/solomonneas) | no | NONE | 2817d | `2026-04-07T00:02:58Z` | 2 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
200
  | `wzhgba` | [profile](https://github.com/wzhgba) | no | NONE | 4060d | `2026-04-14T16:57:48Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
201
  | `ademczuk` | [profile](https://github.com/ademczuk) | no | CONTRIBUTOR | 4629d | `2026-02-23T17:59:33Z` | 2 | 0 | weak | low | low | targets high-star repos |
202
  | `akashmahlaz` | [profile](https://github.com/akashmahlaz) | no | NONE | 452d | `2026-04-16T07:39:37Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
207
  | `bin448482` | [profile](https://github.com/bin448482) | no | NONE | 3832d | `2026-04-12T12:14:05Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
208
  | `chris-yyau` | [profile](https://github.com/chris-yyau) | no | CONTRIBUTOR | 89d | `2026-04-16T13:56:07Z` | 2 | 0 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
209
  | `dallylee` | [profile](https://github.com/dallylee) | no | CONTRIBUTOR | 1081d | `2026-04-14T09:55:39Z` | 2 | 0 | weak | moderate | low | high open PR share |
 
210
  | `ender-wiggin-ai` | [profile](https://github.com/ender-wiggin-ai) | no | NONE | 40d | `2026-04-16T16:39:39Z` | 2 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
211
  | `Eruditi` | [profile](https://github.com/Eruditi) | no | NONE | 1072d | `2026-04-16T15:08:41Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
212
  | `everySympathy` | [profile](https://github.com/everySympathy) | no | NONE | 129d | `2026-04-17T13:11:29Z` | 2 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 
248
  | `sunapi386` | [profile](https://github.com/sunapi386) | no | NONE | 5336d | `2026-04-16T06:21:03Z` | 2 | 0 | mixed | moderate | low | — |
249
  | `thesomewhatyou` | [profile](https://github.com/thesomewhatyou) | no | CONTRIBUTOR | 768d | `2026-02-08T01:46:55Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
250
  | `tmimmanuel` | [profile](https://github.com/tmimmanuel) | no | CONTRIBUTOR | 3882d | `2026-04-14T01:17:36Z` | 2 | 0 | mixed | moderate | low | targets high-star repos |
251
+ | `vvitovec` | [profile](https://github.com/vvitovec) | no | NONE | 224d | `2026-04-17T12:08:21Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
252
  | `weichengdeng` | [profile](https://github.com/weichengdeng) | no | NONE | 905d | `2026-04-12T10:16:34Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
253
  | `yangxiyucs` | [profile](https://github.com/yangxiyucs) | no | NONE | 3510d | `2026-04-13T14:23:50Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
254
  | `ymaxgit` | [profile](https://github.com/ymaxgit) | no | NONE | 3289d | `2026-04-17T07:53:18Z` | 2 | 0 | mixed | low | low | high open PR share; no visible non-self stars |
 
274
  | `evandance` | [profile](https://github.com/evandance) | no | CONTRIBUTOR | 1220d | `2026-04-09T11:38:41Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
275
  | `IVY-AI-gif` | [profile](https://github.com/IVY-AI-gif) | no | CONTRIBUTOR | 2223d | `2026-03-22T16:01:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
276
  | `latenighthackathon` | [profile](https://github.com/latenighthackathon) | no | NONE | 84d | `2026-04-10T15:42:36Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
277
+ | `mr-kelly` | [profile](https://github.com/mr-kelly) | no | NONE | 5603d | `2026-04-12T02:56:34Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
278
  | `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 |
279
  | `RedParrotBerkeley` | [profile](https://github.com/RedParrotBerkeley) | no | NONE | 1107d | `2026-04-10T16:29:40Z` | 2 | 3 | mixed | moderate | low | — |
280
  | `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 |
 
310
  | `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 |
311
  | `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 |
312
  | `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 |
313
+ | `JIRBOY` | [profile](https://github.com/JIRBOY) | no | NONE | 2565d | `2026-04-11T06:03:38Z` | 1 | 13 | weak | low | low | high open PR share; targets high-star repos |
314
  | `ttomiczek` | [profile](https://github.com/ttomiczek) | no | NONE | 41d | `2026-04-10T05:23:08Z` | 1 | 13 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 
315
  | `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 |
316
  | `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 |
317
  | `lukeboyett` | [profile](https://github.com/lukeboyett) | no | CONTRIBUTOR | 2640d | `2026-02-09T19:59:59Z` | 1 | 5 | weak | moderate | low | high open PR share |
 
320
  | `alexuser` | [profile](https://github.com/alexuser) | no | NONE | 5152d | `2026-03-23T06:01:48Z` | 1 | 4 | weak | low | low | high open PR share; targets high-star repos |
321
  | `rijhsinghani` | [profile](https://github.com/rijhsinghani) | no | NONE | 2351d | `2026-04-12T17:25:23Z` | 1 | 4 | mixed | low | low | high open PR share; targets high-star repos |
322
  | `rosesandhello` | [profile](https://github.com/rosesandhello) | no | NONE | 4087d | `2026-04-12T15:14:23Z` | 1 | 3 | weak | low | low | high open PR share; targets high-star repos |
 
323
  | `Conan-Scott` | [profile](https://github.com/Conan-Scott) | no | NONE | 19d | `2026-04-05T01:45:33Z` | 1 | 2 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
324
  | `Etoilelune` | [profile](https://github.com/Etoilelune) | no | NONE | 3481d | `2026-03-05T13:46:03Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
325
  | `fujiwaranosai850` | [profile](https://github.com/fujiwaranosai850) | no | NONE | 56d | `2026-04-12T07:17:06Z` | 1 | 2 | mixed | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars |
 
382
  | `richddr` | [profile](https://github.com/richddr) | no | NONE | 5213d | `2026-04-18T05:59:24Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
383
  | `shawnduggan` | [profile](https://github.com/shawnduggan) | no | NONE | 4815d | `2026-03-01T12:54:24Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
384
  | `snvtac` | [profile](https://github.com/snvtac) | no | NONE | 3665d | `2026-04-15T10:00:28Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 
385
  | `soloxue` | [profile](https://github.com/soloxue) | no | NONE | 2971d | `2026-04-14T02:18:18Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
386
  | `songbing0632-code` | [profile](https://github.com/songbing0632-code) | no | NONE | 155d | `2026-04-13T08:16:12Z` | 1 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
387
  | `sukhdeepjohar` | [profile](https://github.com/sukhdeepjohar) | no | NONE | 2652d | `2026-04-16T16:40:13Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 
444
  | `bthaha123-Carl` | [profile](https://github.com/bthaha123-Carl) | no | NONE | 781d | `2026-04-12T03:48:09Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
445
  | `bullwinkle` | [profile](https://github.com/bullwinkle) | no | NONE | 4806d | `2026-04-14T11:30:41Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
446
  | `c6zks4gssn-droid` | [profile](https://github.com/c6zks4gssn-droid) | no | NONE | 47d | `2026-04-16T22:24:01Z` | 1 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 
447
  | `central-hd-ytakeda` | [profile](https://github.com/central-hd-ytakeda) | no | NONE | 895d | `2026-04-13T09:12:24Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
448
  | `cesararevalo` | [profile](https://github.com/cesararevalo) | no | NONE | 5858d | `2026-04-18T11:01:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
449
  | `CharlesMcquade` | [profile](https://github.com/CharlesMcquade) | no | NONE | 4467d | `2026-04-13T16:56:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
450
  | `cheapestinference` | [profile](https://github.com/cheapestinference) | no | CONTRIBUTOR | 175d | `2026-04-14T11:43:30Z` | 1 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
451
  | `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 |
452
  | `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 |
453
+ | `cholaolu-boop` | [profile](https://github.com/cholaolu-boop) | no | NONE | 120d | `2026-04-19T01:49:31Z` | 1 | 0 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
454
  | `christnorman` | [profile](https://github.com/christnorman) | no | NONE | 975d | `2026-04-18T20:08:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
455
  | `clemenshelm` | [profile](https://github.com/clemenshelm) | no | NONE | 6022d | `2026-02-22T05:57:34Z` | 1 | 0 | strong | low | low | — |
456
  | `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 |
 
533
  | `jack-ra` | [profile](https://github.com/jack-ra) | no | NONE | 4832d | `2026-04-18T04:40:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
534
  | `JackChiang233` | [profile](https://github.com/JackChiang233) | no | NONE | 1742d | `2026-04-15T09:01:12Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
535
  | `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 |
536
+ | `jaredmarin` | [profile](https://github.com/jaredmarin) | no | NONE | 3319d | `2026-04-19T01:22:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
537
  | `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 |
538
  | `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 |
539
  | `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 |
 
551
  | `joeyfrasier` | [profile](https://github.com/joeyfrasier) | no | NONE | 3894d | `2026-02-18T11:51:54Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
552
  | `john-vainio` | [profile](https://github.com/john-vainio) | no | NONE | 1529d | `2026-04-17T05:05:56Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
553
  | `johnstarks03` | [profile](https://github.com/johnstarks03) | no | NONE | 44d | `2026-04-13T15:10:00Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
554
+ | `juggsnjava-git` | [profile](https://github.com/juggsnjava-git) | no | NONE | 0d | `2026-04-19T01:27:27Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars |
555
  | `juliopx` | [profile](https://github.com/juliopx) | no | NONE | 4257d | `2026-03-19T15:53:01Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
556
  | `JuniperSling` | [profile](https://github.com/JuniperSling) | no | NONE | 1866d | `2026-04-18T07:51:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
557
  | `JUSTICEESSIELP` | [profile](https://github.com/JUSTICEESSIELP) | no | NONE | 2109d | `2026-04-13T01:54:28Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
664
  | `seank-com` | [profile](https://github.com/seank-com) | no | NONE | 5207d | `2026-04-14T01:38:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
665
  | `seanniu93` | [profile](https://github.com/seanniu93) | no | NONE | 4213d | `2026-04-18T07:23:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
666
  | `secondfry` | [profile](https://github.com/secondfry) | no | NONE | 5691d | `2026-04-13T19:30:49Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
667
  | `ShayMeshGit` | [profile](https://github.com/ShayMeshGit) | no | NONE | 2606d | `2026-04-17T19:10:02Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
668
  | `shirtlessfounder` | [profile](https://github.com/shirtlessfounder) | no | NONE | 1129d | `2026-04-12T16:41:08Z` | 1 | 0 | mixed | moderate | low | — |
669
  | `simon-marcus` | [profile](https://github.com/simon-marcus) | no | NONE | 3765d | `2026-04-13T01:41:40Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
704
  | `ViseonDev` | [profile](https://github.com/ViseonDev) | no | NONE | 3325d | `2026-04-15T19:16:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
705
  | `vivekchand` | [profile](https://github.com/vivekchand) | no | NONE | 5357d | `2026-03-02T00:27:17Z` | 1 | 0 | strong | low | low | extremely high recent PR volume |
706
  | `vladxyz23` | [profile](https://github.com/vladxyz23) | no | NONE | 3d | `2026-04-12T21:02:14Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 
707
  | `werdelin` | [profile](https://github.com/werdelin) | no | NONE | 5860d | `2026-04-16T19:22:23Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
708
  | `wyyis` | [profile](https://github.com/wyyis) | no | NONE | 1728d | `2026-04-13T08:29:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
709
  | `xantorres` | [profile](https://github.com/xantorres) | no | CONTRIBUTOR | 5749d | `2026-04-15T21:28:16Z` | 1 | 0 | strong | low | low | targets high-star repos |
 
820
  - [PR #68492: fix(update-cli): capture macOS launchctl stderr to a log file instead of /dev/null](https://github.com/openclaw/openclaw/pull/68492) — closed, merged
821
  - [PR #68399: fix(cli): reject --agent on models set/set-image instead of silently writing global default](https://github.com/openclaw/openclaw/pull/68399) — closed
822
 
823
+ ### `nightq`
824
+
825
+ - profile: [github.com/nightq](https://github.com/nightq)
826
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anightq)
827
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anightq)
828
+ - repo first seen: `2026-04-01T13:17:35Z`
829
+ - repo last seen: `2026-04-19T02:58:02Z`
830
+ - first seen in snapshot: **no**
831
+ - repo association: **CONTRIBUTOR**
832
+ - repo primary artifacts: **41**
833
+ - snapshot authored PRs/issues: **40 PRs / 1 issues**
834
+ - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
835
+ - account age: **4825 days**
836
+ - recent public PR activity: **116 PRs** (1 merged / 69 closed-unmerged / 46 open; merged rate **1%**, closed-unmerged rate **59%**, open rate **40%**)
837
+ - public orgs: none visible
838
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
839
+ - heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
840
+
841
+ Example artifacts:
842
+ - [PR #68787: fix(voice-call): skip speakInitialMessage when realtime mode is active](https://github.com/openclaw/openclaw/pull/68787) — closed
843
+ - [PR #68570: fix(matrix): strip mention prefix before slash command matching](https://github.com/openclaw/openclaw/pull/68570) — open
844
+ - [PR #68469: fix(browser): allow attachOnly profiles retry window for CDP connection](https://github.com/openclaw/openclaw/pull/68469) — open
845
+ - [Issue #59034: [macOS] screen.record command not available on node](https://github.com/openclaw/openclaw/issues/59034) — open
846
+
847
  ### `neeravmakwana`
848
 
849
  - profile: [github.com/neeravmakwana](https://github.com/neeravmakwana)
 
867
  - [PR #68740: Ollama/models: detect Gemma 4 and `thinking` capability as reasoning](https://github.com/openclaw/openclaw/pull/68740) — open
868
  - [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
869
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
870
  ### `w-sss`
871
 
872
  - profile: [github.com/w-sss](https://github.com/w-sss)
 
946
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akagura-agent)
947
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akagura-agent)
948
  - repo first seen: `2026-03-18T00:16:55Z`
949
+ - repo last seen: `2026-04-19T02:36:57Z`
950
  - first seen in snapshot: **no**
951
  - repo association: **CONTRIBUTOR**
952
+ - repo primary artifacts: **38**
953
+ - snapshot authored PRs/issues: **31 PRs / 7 issues**
954
  - snapshot discussion activity: **50 comments / 0 reviews / 0 review comments**
955
  - account age: **32 days**
956
  - recent public PR activity: **108 PRs** (51 merged / 12 closed-unmerged / 45 open; merged rate **47%**, closed-unmerged rate **11%**, open rate **42%**)
 
959
  - heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
960
 
961
  Example artifacts:
962
+ - [PR #68783: fix(cron): preserve delivery config across job executions (#68760)](https://github.com/openclaw/openclaw/pull/68783) — open
963
  - [PR #68753: fix: allow systemEvent cron jobs to specify custom timeoutSeconds](https://github.com/openclaw/openclaw/pull/68753) — open
964
  - [PR #68746: fix: always send stream_options.include_usage when streaming (openai-completions)](https://github.com/openclaw/openclaw/pull/68746) — closed, merged
 
965
  - [Issue #68123: feat: allow cron tasks to opt out of main session notification](https://github.com/openclaw/openclaw/issues/68123) — open
966
  - [Issue #66576: [Feature]: Configurable workspace file inclusion/exclusion (bootstrapFiles)](https://github.com/openclaw/openclaw/issues/66576) — open
967
  - [Issue #66399: Process supervisor: graceful signal escalation and drain timeout for exec tool](https://github.com/openclaw/openclaw/issues/66399) — open
 
1092
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aobviyus)
1093
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aobviyus)
1094
  - repo first seen: `2026-01-04T13:17:28Z`
1095
+ - repo last seen: `2026-04-19T02:36:53Z`
1096
  - first seen in snapshot: **no**
1097
  - repo association: **CONTRIBUTOR**
1098
  - repo primary artifacts: **19**
1099
  - snapshot authored PRs/issues: **19 PRs / 0 issues**
1100
+ - snapshot discussion activity: **533 comments / 49 reviews / 4 review comments**
1101
  - account age: **3510 days**
1102
  - recent public PR activity: **16 PRs** (15 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
1103
  - public orgs: `UplauseApp`
 
1115
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aomarshahine)
1116
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aomarshahine)
1117
  - repo first seen: `2026-02-20T03:30:56Z`
1118
+ - repo last seen: `2026-04-19T03:13:21Z`
1119
  - first seen in snapshot: **no**
1120
  - repo association: **CONTRIBUTOR**
1121
  - repo primary artifacts: **28**
1122
  - snapshot authored PRs/issues: **18 PRs / 10 issues**
1123
+ - snapshot discussion activity: **72 comments / 20 reviews / 20 review comments**
1124
  - account age: **4126 days**
1125
  - recent public PR activity: **29 PRs** (21 merged / 6 closed-unmerged / 2 open; merged rate **72%**, closed-unmerged rate **21%**, open rate **7%**)
1126
  - public orgs: none visible
 
1167
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ABunsDev)
1168
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ABunsDev)
1169
  - repo first seen: `2026-02-07T11:32:40Z`
1170
+ - repo last seen: `2026-04-19T02:52:19Z`
1171
  - first seen in snapshot: **no**
1172
  - repo association: **MEMBER**
1173
  - repo primary artifacts: **18**
1174
  - snapshot authored PRs/issues: **18 PRs / 0 issues**
1175
+ - snapshot discussion activity: **90 comments / 26 reviews / 25 review comments**
1176
  - account age: **2087 days**
1177
  - recent public PR activity: **91 PRs** (82 merged / 5 closed-unmerged / 4 open; merged rate **90%**, closed-unmerged rate **5%**, open rate **4%**)
1178
  - public orgs: `RitualChain`, `DeDevsClub`, `SoulSwapFinance`, `openclaw`
 
1908
  Example artifacts:
1909
  - [PR #67928: extensions(moonshot): publish real per-token prices in the catalog](https://github.com/openclaw/openclaw/pull/67928) — open
1910
  - [PR #67790: fix(agents): make sessions_spawn mode=session errors actionable when thread binding is unavailable (#67400)](https://github.com/openclaw/openclaw/pull/67790) — open
1911
+ - [PR #67785: fix(agents): scope nested lane per target session to stop cross-agent blocking (#67502)](https://github.com/openclaw/openclaw/pull/67785) — closed, merged
1912
  - [Issue #67934: [feature request] Auto-apply auth.applyConfig at plugin-load time for Category B providers (defineSingleProviderPluginEntry)](https://github.com/openclaw/openclaw/issues/67934) — closed
1913
 
1914
  ### `lawrence3699`
 
3295
  - [PR #68070: fix: prevent infinite retry loops on tool parameter validation errors](https://github.com/openclaw/openclaw/pull/68070) — open
3296
  - [PR #67808: fix: : Control UI: sent messages don't render until hard refresh](https://github.com/openclaw/openclaw/pull/67808) — closed
3297
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3298
  ### `dlebee-agent`
3299
 
3300
  - profile: [github.com/dlebee-agent](https://github.com/dlebee-agent)
 
3487
  - [PR #67316: Refactor/optimize infra backoff](https://github.com/openclaw/openclaw/pull/67316) — closed
3488
  - [PR #67283: Refactor/optimize infra backoff](https://github.com/openclaw/openclaw/pull/67283) — closed
3489
 
3490
+ ### `chrisabad`
3491
+
3492
+ - profile: [github.com/chrisabad](https://github.com/chrisabad)
3493
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achrisabad)
3494
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achrisabad)
3495
+ - repo first seen: `2026-04-18T02:47:00Z`
3496
+ - repo last seen: `2026-04-19T02:54:51Z`
3497
+ - first seen in snapshot: **no**
3498
+ - repo association: **NONE**
3499
+ - repo primary artifacts: **4**
3500
+ - snapshot authored PRs/issues: **4 PRs / 0 issues**
3501
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
3502
+ - account age: **2185 days**
3503
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
3504
+ - public orgs: none visible
3505
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
3506
+ - heuristic read: **high open PR share; targets high-star repos**
3507
+
3508
+ Example artifacts:
3509
+ - [PR #68785: feat: add circuit breaker for command lane saturation](https://github.com/openclaw/openclaw/pull/68785) — open
3510
+ - [PR #68745: fix(slack): share HTTP route registry via globalThis across module instances](https://github.com/openclaw/openclaw/pull/68745) — open
3511
+ - [PR #68381: feat: add maxExecutionMs per-task timeout to command lane](https://github.com/openclaw/openclaw/pull/68381) — open
3512
+
3513
  ### `dutifulbob`
3514
 
3515
  - profile: [github.com/dutifulbob](https://github.com/dutifulbob)
 
3832
  - [PR #68276: feat(android/chat): filter cron-delivery noise and strip <final> wrapper](https://github.com/openclaw/openclaw/pull/68276) — open
3833
  - [PR #68202: fix(session): only persist user-selected auth profile overrides across /new and /reset](https://github.com/openclaw/openclaw/pull/68202) — open
3834
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3835
  ### `jinon86`
3836
 
3837
  - profile: [github.com/jinon86](https://github.com/jinon86)
 
4050
  - [PR #68558: fix(auto-reply): stop rendering misleading /compact labels on small sessions](https://github.com/openclaw/openclaw/pull/68558) — open
4051
  - [PR #68557: fix(ui): include cache tokens in ctx% badge and cache-hit-rate](https://github.com/openclaw/openclaw/pull/68557) — open
4052
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4053
  ### `damselem`
4054
 
4055
  - profile: [github.com/damselem](https://github.com/damselem)
 
4211
  - [PR #67706: fix(agents): emit compaction events during overflow/timeout recovery [AI]](https://github.com/openclaw/openclaw/pull/67706) — open
4212
  - [PR #67304: feat(plugins): add OPENCLAW_JITI_CACHE_DIR env var for jiti fsCache [AI]](https://github.com/openclaw/openclaw/pull/67304) — open
4213
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4214
  ### `mylukin`
4215
 
4216
  - profile: [github.com/mylukin](https://github.com/mylukin)
 
4446
  - [PR #66819: fix(cli): unwrap nested claude result json](https://github.com/openclaw/openclaw/pull/66819) — open
4447
  - [PR #64561: fix(openai): default openai-codex provider api to responses](https://github.com/openclaw/openclaw/pull/64561) — closed
4448
 
4449
+ ### `Kyzcreig`
4450
+
4451
+ - profile: [github.com/Kyzcreig](https://github.com/Kyzcreig)
4452
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AKyzcreig)
4453
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AKyzcreig)
4454
+ - repo first seen: `2026-03-26T04:03:04Z`
4455
+ - repo last seen: `2026-04-17T04:56:22Z`
4456
+ - first seen in snapshot: **no**
4457
+ - repo association: **NONE**
4458
+ - repo primary artifacts: **9**
4459
+ - snapshot authored PRs/issues: **4 PRs / 5 issues**
4460
+ - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
4461
+ - account age: **4208 days**
4462
+ - recent public PR activity: **7 PRs** (3 merged / 1 closed-unmerged / 3 open; merged rate **43%**, closed-unmerged rate **14%**, open rate **43%**)
4463
+ - public orgs: none visible
4464
+ - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
4465
+ - heuristic read: **high open PR share; targets high-star repos**
4466
+
4467
+ Example artifacts:
4468
+ - [PR #66398: feat: instrument active-memory embedded runs](https://github.com/openclaw/openclaw/pull/66398) — closed
4469
+ - [PR #65284: fix(context): avoid stale provider context window collisions](https://github.com/openclaw/openclaw/pull/65284) — open
4470
+ - [PR #65134: fix: use completeSimple for LLM slug generation instead of runEmbeddedPiAgent](https://github.com/openclaw/openclaw/pull/65134) — open
4471
+ - [Issue #64721: Cron tool schema missing model/timeout/contextTokens/maxSpendUsd fields](https://github.com/openclaw/openclaw/issues/64721) — open
4472
+ - [Issue #64327: Include effective contextTokens limit in hook event context](https://github.com/openclaw/openclaw/issues/64327) — open
4473
+ - [Issue #64268: Emit llm_output per-LLM-call in agentic loops, not just once per turn](https://github.com/openclaw/openclaw/issues/64268) — open
4474
+
4475
  ### `jhsmith409`
4476
 
4477
  - profile: [github.com/jhsmith409](https://github.com/jhsmith409)
 
4546
  - [PR #64298: Refactor agent harness into Codex extension](https://github.com/openclaw/openclaw/pull/64298) — closed, merged
4547
  - [Issue #75: Linux/Windows Clawdbot Apps](https://github.com/openclaw/openclaw/issues/75) — open
4548
 
4549
+ ### `CyberRaccoonTeam`
4550
+
4551
+ - profile: [github.com/CyberRaccoonTeam](https://github.com/CyberRaccoonTeam)
4552
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ACyberRaccoonTeam)
4553
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ACyberRaccoonTeam)
4554
+ - repo first seen: `2026-04-11T12:36:28Z`
4555
+ - repo last seen: `2026-04-18T16:29:15Z`
4556
+ - first seen in snapshot: **no**
4557
+ - repo association: **NONE**
4558
+ - repo primary artifacts: **7**
4559
+ - snapshot authored PRs/issues: **3 PRs / 4 issues**
4560
+ - snapshot discussion activity: **11 comments / 0 reviews / 0 review comments**
4561
+ - account age: **451 days**
4562
+ - recent public PR activity: **18 PRs** (2 merged / 12 closed-unmerged / 4 open; merged rate **11%**, closed-unmerged rate **67%**, open rate **22%**)
4563
+ - public orgs: none visible
4564
+ - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
4565
+ - heuristic read: **many recent closed-unmerged PRs; no visible non-self stars**
4566
+
4567
+ Example artifacts:
4568
+ - [PR #66980: fix(theme): accessibility tweaks for Matrix/Cyberpunk (PR #66387)](https://github.com/openclaw/openclaw/pull/66980) — closed
4569
+ - [PR #66387: feat: Add Matrix theme with lime green digital rain aesthetic](https://github.com/openclaw/openclaw/pull/66387) — open
4570
+ - [PR #65121: fix: validate channel requirement at cron job creation time (#53379)](https://github.com/openclaw/openclaw/pull/65121) — closed
4571
+ - [Issue #67494: Bug: Model selector not working in Chat panel (only Primary Model setting works)](https://github.com/openclaw/openclaw/issues/67494) — open
4572
+ - [Issue #66392: [Feature Proposal] Matrix and Cyberpunk themes for Control UI](https://github.com/openclaw/openclaw/issues/66392) — open
4573
+ - [Issue #66356: [Bug]: Discord guided setup says "not enabled" and skips token input in configure wizard](https://github.com/openclaw/openclaw/issues/66356) — open
4574
+
4575
  ### `glfruit`
4576
 
4577
  - profile: [github.com/glfruit](https://github.com/glfruit)
 
4791
  - [Issue #67061: Dreaming: dayBucket uses file date instead of ingestion date, preventing dailyCount from growing and blocking short-term promotion](https://github.com/openclaw/openclaw/issues/67061) — closed
4792
  - [Issue #65846: [Bug]: Agent process does not exit after task completion when used via CLI](https://github.com/openclaw/openclaw/issues/65846) — open
4793
 
4794
+ ### `ajfonthemove`
4795
+
4796
+ - profile: [github.com/ajfonthemove](https://github.com/ajfonthemove)
4797
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aajfonthemove)
4798
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aajfonthemove)
4799
+ - repo first seen: `2026-03-03T06:01:04Z`
4800
+ - repo last seen: `2026-04-19T02:24:05Z`
4801
+ - first seen in snapshot: **no**
4802
+ - repo association: **NONE**
4803
+ - repo primary artifacts: **4**
4804
+ - snapshot authored PRs/issues: **2 PRs / 2 issues**
4805
+ - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
4806
+ - account age: **53 days**
4807
+ - recent public PR activity: **3 PRs** (1 merged / 0 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
4808
+ - public orgs: none visible
4809
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
4810
+ - heuristic read: **very new account; high open PR share; targets high-star repos**
4811
+
4812
+ Example artifacts:
4813
+ - [PR #68775: docs(providers): fix contextTokens placement for openai-codex](https://github.com/openclaw/openclaw/pull/68775) — open
4814
+ - [PR #68286: feat(memory-core): expose vectorScore and textScore in hybrid search results](https://github.com/openclaw/openclaw/pull/68286) — open
4815
+ - [Issue #68768: Docs: contextTokens placement in agents.defaults.model doesn't match schema](https://github.com/openclaw/openclaw/issues/68768) — open
4816
+ - [Issue #68166: [Feature]: expose vectorScore and textScore in hybrid search results](https://github.com/openclaw/openclaw/issues/68166) — open
4817
+
4818
  ### `frankhli843`
4819
 
4820
  - profile: [github.com/frankhli843](https://github.com/frankhli843)
 
5143
  - [PR #67328: fix(config): resolve "Unsupported schema node" for meta.lastTouchedAt](https://github.com/openclaw/openclaw/pull/67328) — open
5144
  - [Issue #64522: CLI initialization crashes in production due to hardcoded QA scenario dependency](https://github.com/openclaw/openclaw/issues/64522) — open
5145
 
5146
+ ### `solomonneas`
5147
+
5148
+ - profile: [github.com/solomonneas](https://github.com/solomonneas)
5149
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asolomonneas)
5150
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asolomonneas)
5151
+ - repo first seen: `2026-04-07T00:02:58Z`
5152
+ - repo last seen: `2026-04-19T02:22:22Z`
5153
+ - first seen in snapshot: **no**
5154
+ - repo association: **NONE**
5155
+ - repo primary artifacts: **3**
5156
+ - snapshot authored PRs/issues: **2 PRs / 1 issues**
5157
+ - snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
5158
+ - account age: **2817 days**
5159
+ - recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
5160
+ - public orgs: none visible
5161
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
5162
+ - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
5163
+
5164
+ Example artifacts:
5165
+ - [PR #68774: fix(memory-core): prevent staged dream candidates from leaking into MEMORY.md](https://github.com/openclaw/openclaw/pull/68774) — open
5166
+ - [PR #66295: Systemd: keep managed env in drop-in so upgrades preserve user directives](https://github.com/openclaw/openclaw/pull/66295) — closed
5167
+ - [Issue #66248: openclaw update silently drops user-added EnvironmentFile/Environment directives when regenerating systemd unit](https://github.com/openclaw/openclaw/issues/66248) — open
5168
+
5169
  ### `wzhgba`
5170
 
5171
  - profile: [github.com/wzhgba](https://github.com/wzhgba)
 
5387
  - [PR #66580: fix(heartbeat): relay exec payload in prompts](https://github.com/openclaw/openclaw/pull/66580) — open, draft
5388
  - [PR #66475: fix(agents): classify connection-mismatch replay errors as replay-invalid](https://github.com/openclaw/openclaw/pull/66475) — closed, merged
5389
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5390
  ### `ender-wiggin-ai`
5391
 
5392
  - profile: [github.com/ender-wiggin-ai](https://github.com/ender-wiggin-ai)
 
5415
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEruditi)
5416
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEruditi)
5417
  - repo first seen: `2026-04-16T15:08:41Z`
5418
+ - repo last seen: `2026-04-19T02:57:15Z`
5419
  - first seen in snapshot: **no**
5420
  - repo association: **NONE**
5421
  - repo primary artifacts: **2**
5422
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
5423
+ - snapshot discussion activity: **8 comments / 3 reviews / 2 review comments**
5424
  - account age: **1072 days**
5425
  - recent public PR activity: **7 PRs** (0 merged / 5 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **71%**, open rate **29%**)
5426
  - public orgs: none visible
 
5428
  - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
5429
 
5430
  Example artifacts:
5431
+ - [PR #67720: Improve language translations for multiple languages](https://github.com/openclaw/openclaw/pull/67720) — closed
5432
  - [PR #67715: Add top 5 strategies for OpenClaw contribution leaderboard](https://github.com/openclaw/openclaw/pull/67715) — closed
5433
 
5434
  ### `everySympathy`
 
6289
  - [PR #66731: fix(node-host): allow absolute-path native binaries through approval binder](https://github.com/openclaw/openclaw/pull/66731) — open
6290
  - [PR #66249: fix(daemon): avoid inline dotenv secrets in systemd unit during service repair](https://github.com/openclaw/openclaw/pull/66249) — closed, merged
6291
 
6292
+ ### `vvitovec`
6293
+
6294
+ - profile: [github.com/vvitovec](https://github.com/vvitovec)
6295
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Avvitovec)
6296
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Avvitovec)
6297
+ - repo first seen: `2026-04-17T12:08:21Z`
6298
+ - repo last seen: `2026-04-19T03:07:29Z`
6299
+ - first seen in snapshot: **no**
6300
+ - repo association: **NONE**
6301
+ - repo primary artifacts: **2**
6302
+ - snapshot authored PRs/issues: **2 PRs / 0 issues**
6303
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
6304
+ - account age: **224 days**
6305
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
6306
+ - public orgs: none visible
6307
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
6308
+ - heuristic read: **young account; high open PR share; no visible non-self stars; targets high-star repos**
6309
+
6310
+ Example artifacts:
6311
+ - [PR #68792: fix(process): shim claude on Windows child spawns](https://github.com/openclaw/openclaw/pull/68792) — open
6312
+ - [PR #68106: fix(lobster): surface workflow path errors](https://github.com/openclaw/openclaw/pull/68106) — open
6313
+
6314
  ### `weichengdeng`
6315
 
6316
  - profile: [github.com/weichengdeng](https://github.com/weichengdeng)
 
6885
  - [PR #64398: fix(cli): strip null bytes from system prompt before spawn](https://github.com/openclaw/openclaw/pull/64398) — closed
6886
  - [PR #64390: fix(model): guard normalizeResolvedModel against undefined model param](https://github.com/openclaw/openclaw/pull/64390) — open
6887
 
6888
+ ### `mr-kelly`
6889
+
6890
+ - profile: [github.com/mr-kelly](https://github.com/mr-kelly)
6891
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amr-kelly)
6892
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amr-kelly)
6893
+ - repo first seen: `2026-04-12T02:56:34Z`
6894
+ - repo last seen: `2026-04-12T03:22:26Z`
6895
+ - first seen in snapshot: **no**
6896
+ - repo association: **NONE**
6897
+ - repo primary artifacts: **3**
6898
+ - snapshot authored PRs/issues: **3 PRs / 0 issues**
6899
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
6900
+ - account age: **5603 days**
6901
+ - recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
6902
+ - public orgs: `cosmosbox`, `kingsoft-topgame`
6903
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
6904
+ - heuristic read: **high open PR share; targets high-star repos**
6905
+
6906
+ Example artifacts:
6907
+ - [PR #65137: fix: [Bug]: tools.exec.security: full does not enable inline Python execution (strictInlineEval still blocks)](https://github.com/openclaw/openclaw/pull/65137) — open
6908
+ - [PR #65128: fix: [Bug]: Browser tool SSRF policy blocks all hostname URLs](https://github.com/openclaw/openclaw/pull/65128) — open
6909
+ - [PR #65124: fix: [Bug]: Completion cache update failed due to missing qa/scenarios/index.md in npm package](https://github.com/openclaw/openclaw/pull/65124) — open
6910
+
6911
  ### `richardclawbot`
6912
 
6913
  - profile: [github.com/richardclawbot](https://github.com/richardclawbot)
 
7694
  - [PR #66427: Feishu: add comment-specific policy controls and harden comment delivery](https://github.com/openclaw/openclaw/pull/66427) — open
7695
  - [PR #63785: feat(feishu): improve document comment session, rich parsing, and typing feedback](https://github.com/openclaw/openclaw/pull/63785) — closed, merged
7696
 
7697
+ ### `JIRBOY`
7698
+
7699
+ - profile: [github.com/JIRBOY](https://github.com/JIRBOY)
7700
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AJIRBOY)
7701
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJIRBOY)
7702
+ - repo first seen: `2026-04-11T06:03:38Z`
7703
+ - repo last seen: `2026-04-19T02:30:15Z`
7704
+ - first seen in snapshot: **no**
7705
+ - repo association: **NONE**
7706
+ - repo primary artifacts: **14**
7707
+ - snapshot authored PRs/issues: **1 PRs / 13 issues**
7708
+ - snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
7709
+ - account age: **2565 days**
7710
+ - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
7711
+ - public orgs: none visible
7712
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
7713
+ - heuristic read: **high open PR share; targets high-star repos**
7714
+
7715
+ Example artifacts:
7716
+ - [PR #68327: fix(gateway): reduce startup latency by ~36s](https://github.com/openclaw/openclaw/pull/68327) — open
7717
+ - [Issue #68782: Add selective installation for plugins, skills, and channels — reduce install size and startup overhead](https://github.com/openclaw/openclaw/issues/68782) — open
7718
+ - [Issue #68781: Gateway startup extremely slow (70-100s), causing TUI timeouts and spontaneous restarts](https://github.com/openclaw/openclaw/issues/68781) — open
7719
+ - [Issue #68780: Plugin allowlist empty warning is unactionable and alarming for first-time users](https://github.com/openclaw/openclaw/issues/68780) — open
7720
+
7721
  ### `ttomiczek`
7722
 
7723
  - profile: [github.com/ttomiczek](https://github.com/ttomiczek)
 
7742
  - [Issue #68468: Change default dreaming storage.mode from inline to separate](https://github.com/openclaw/openclaw/issues/68468) — open
7743
  - [Issue #68467: Dreaming inline mode silently produces no output (storage.mode: inline broken)](https://github.com/openclaw/openclaw/issues/68467) — open
7744
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7745
  ### `ismael-81`
7746
 
7747
  - profile: [github.com/ismael-81](https://github.com/ismael-81)
 
7934
  - [Issue #65438: Feature: configurable bootstrap file injection order for prompt cache optimization](https://github.com/openclaw/openclaw/issues/65438) — open
7935
  - [Issue #65418: [Bug] Anthropic adapter mutates replayed thinking block text via sanitizeTransportPayloadText, breaking signature validation](https://github.com/openclaw/openclaw/issues/65418) — open
7936
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7937
  ### `Conan-Scott`
7938
 
7939
  - profile: [github.com/Conan-Scott](https://github.com/Conan-Scott)
 
9310
  - [PR #67145: fix onboard crash from missing bundled channel fallback metadata](https://github.com/openclaw/openclaw/pull/67145) — open
9311
  - [Issue #67130: [Bug]: openclaw onboard crashes after channel selection because bundled setup plugin meta is incomplete](https://github.com/openclaw/openclaw/issues/67130) — closed
9312
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
9313
  ### `soloxue`
9314
 
9315
  - profile: [github.com/soloxue](https://github.com/soloxue)
 
10626
  Example artifacts:
10627
  - [PR #67841: Add Dev Container, Benchmarking & SBOM workflows](https://github.com/openclaw/openclaw/pull/67841) — open
10628
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
10629
  ### `central-hd-ytakeda`
10630
 
10631
  - profile: [github.com/central-hd-ytakeda](https://github.com/central-hd-ytakeda)
 
10759
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acholaolu-boop)
10760
  - repo first seen: `2026-04-19T01:49:31Z`
10761
  - repo last seen: `2026-04-19T01:49:31Z`
10762
+ - first seen in snapshot: **no**
10763
  - repo association: **NONE**
10764
  - repo primary artifacts: **1**
10765
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
12496
  Example artifacts:
12497
  - [PR #66878: feat: add /spawn subagent command alias](https://github.com/openclaw/openclaw/pull/66878) — closed
12498
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
12499
  ### `jaredmarin`
12500
 
12501
  - profile: [github.com/jaredmarin](https://github.com/jaredmarin)
 
12503
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajaredmarin)
12504
  - repo first seen: `2026-04-19T01:22:18Z`
12505
  - repo last seen: `2026-04-19T01:22:18Z`
12506
+ - first seen in snapshot: **no**
12507
  - repo association: **NONE**
12508
  - repo primary artifacts: **1**
12509
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
12881
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajuggsnjava-git)
12882
  - repo first seen: `2026-04-19T01:27:27Z`
12883
  - repo last seen: `2026-04-19T01:27:27Z`
12884
+ - first seen in snapshot: **no**
12885
  - repo association: **NONE**
12886
  - repo primary artifacts: **1**
12887
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
15248
  Example artifacts:
15249
  - [PR #66137: fix(ajv): validate MCP tool schemas against draft/2020-12 [AI-assisted]](https://github.com/openclaw/openclaw/pull/66137) — open, draft
15250
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
15251
  ### `ShayMeshGit`
15252
 
15253
  - profile: [github.com/ShayMeshGit](https://github.com/ShayMeshGit)
 
16088
  Example artifacts:
16089
  - [PR #65555: skills: add bundled crypto-bot-binance orchestrator skill](https://github.com/openclaw/openclaw/pull/65555) — open
16090
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
16091
  ### `werdelin`
16092
 
16093
  - profile: [github.com/werdelin](https://github.com/werdelin)
new_contributors.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:357568137fa0c979312c518ad601af5f80d594b64f29d2cc7012adf29e96da21
3
- size 97812
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2e104b32e395cb61d6f0b60e003b89ff57b11908face894127b75f660d616d19
3
+ size 97088
pr_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6e079b61c204d85712eea927bbf77d9a3615d5b4d68421ca9f15d978a678de9c
3
- size 46917621
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a8936ed7c2d922491bb52e30025cdbd4202728b4125af83a9fd675a67c67644b
3
+ size 46927870
pr_diffs.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d7e85454afa92e009dd6eac25868c7b876457daf1d864b614b0705dc0ea657f9
3
- size 122002542
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e95b40a7dde80bd13c045c20996dbc19096ac48b36737167a24fc3e95746b2bd
3
+ size 122181865
pr_files.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9f65cdcb55395510e5e264a56198e987ec2fb24c22369fae71648eee235baa00
3
- size 98598427
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0de8471604aac6ae2175c09193701d4bbc27cb213eed68c8b3525caee26c319a
3
+ size 98526278
pull_requests.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8eddef41dd26da840befe7218587a45356701125bc489718b8bc617e9d77f208
3
- size 4928177
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:eb88294aca0f930a63362de3ea70755fdaffb7efe18a4722c3fcb18c2acad08e
3
+ size 4940991
review_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:bbe53a6333af91664cf39b7e7a6a794747b7ddf17818d85e4310115826b4c53a
3
- size 7556280
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7388539d0b142b48519b81cf83e32da2671a56cbc5b1c840eb06d2ade262e74a
3
+ size 7567915
reviews.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:95538c579c2d7e5f6427ff484e7b1373dfaea4b76faaebfb1f7a7c4c8f3a7890
3
- size 1485793
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:42e783cf921b36bd040738c03f148f8ea7b57a5c722a7b054102d5cec1da78bb
3
+ size 1488036
snapshots/20260419T032035Z/manifest.json ADDED
@@ -0,0 +1,39 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "artifacts": {
3
+ "new_contributors_json": "new-contributors-report.json",
4
+ "new_contributors_markdown": "new-contributors-report.md",
5
+ "new_contributors_parquet": "new_contributors.parquet"
6
+ },
7
+ "counts": {
8
+ "comments": 136777,
9
+ "issues": 4564,
10
+ "links": 44690,
11
+ "new_contributors": 713,
12
+ "pr_diffs": 3375,
13
+ "pr_files": 72509,
14
+ "pull_requests": 3375,
15
+ "review_comments": 17624,
16
+ "reviews": 13400,
17
+ "timeline_events": 55788
18
+ },
19
+ "crawl_started_at": "2026-04-19T03:20:35Z",
20
+ "delta_counts": {
21
+ "comments": 22,
22
+ "issue_stubs": 55,
23
+ "issues": 25,
24
+ "links": 77,
25
+ "pr_diffs": 30,
26
+ "pr_files": 264,
27
+ "pull_requests": 30,
28
+ "review_comments": 213,
29
+ "reviews": 155,
30
+ "timeline_events": 1089
31
+ },
32
+ "extracted_at": "2026-04-19T03:20:35Z",
33
+ "repo": "openclaw/openclaw",
34
+ "snapshot_id": "20260419T032035Z",
35
+ "watermark": {
36
+ "effective_since": "2026-04-19T02:20:35Z",
37
+ "next_since": "2026-04-19T03:20:35Z"
38
+ }
39
+ }
snapshots/latest.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "archived_manifest_path": "snapshots/20260419T022035Z/manifest.json",
3
- "latest_snapshot_id": "20260419T022035Z",
4
  "manifest_path": "manifest.json",
5
- "next_since": "2026-04-19T02:20:35Z",
6
  "repo": "openclaw/openclaw",
7
- "snapshot_dir": "snapshots/20260419T022035Z"
8
  }
 
1
  {
2
+ "archived_manifest_path": "snapshots/20260419T032035Z/manifest.json",
3
+ "latest_snapshot_id": "20260419T032035Z",
4
  "manifest_path": "manifest.json",
5
+ "next_since": "2026-04-19T03:20:35Z",
6
  "repo": "openclaw/openclaw",
7
+ "snapshot_dir": "snapshots/20260419T032035Z"
8
  }
state/watermark.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
- "effective_since": "2026-04-19T01:20:35Z",
3
- "last_successful_snapshot_id": "20260419T022035Z",
4
- "next_since": "2026-04-19T02:20:35Z",
5
  "repo": "openclaw/openclaw",
6
- "updated_at": "2026-04-19T02:20:35Z"
7
  }
 
1
  {
2
+ "effective_since": "2026-04-19T02:20:35Z",
3
+ "last_successful_snapshot_id": "20260419T032035Z",
4
+ "next_since": "2026-04-19T03:20:35Z",
5
  "repo": "openclaw/openclaw",
6
+ "updated_at": "2026-04-19T03:20:35Z"
7
  }