evalstate HF Staff commited on
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Refresh openclaw dataset snapshot 20260418T092036Z

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  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
47264
  {
47265
  "author_login": "vipitec-neo",
47266
  "name": "Neo",
new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: openclaw/openclaw
2
 
3
- - Snapshot: `20260418T082035Z`
4
- - Generated: `2026-04-18T08:22:49Z`
5
  - Activity window: `7d`
6
- - Contributors: `718`
7
 
8
  ## Summary
9
 
@@ -13,21 +13,21 @@
13
  | `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 |
14
  | `vincentkoc` | [profile](https://github.com/vincentkoc) | no | MEMBER | 6420d | `2026-02-03T19:03:56Z` | 51 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
15
  | `hclsys` | [profile](https://github.com/hclsys) | no | CONTRIBUTOR | 4339d | `2026-01-29T06:32:51Z` | 39 | 0 | weak | low | high | very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 
16
  | `neeravmakwana` | [profile](https://github.com/neeravmakwana) | no | CONTRIBUTOR | 64d | `2026-02-24T02:57:36Z` | 38 | 0 | weak | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
17
- | `nightq` | [profile](https://github.com/nightq) | no | CONTRIBUTOR | 4825d | `2026-04-01T13:17:35Z` | 37 | 1 | weak | low | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
18
  | `w-sss` | [profile](https://github.com/w-sss) | no | CONTRIBUTOR | 391d | `2026-03-16T09:14:04Z` | 34 | 0 | weak | low | low | high open PR share; targets high-star repos |
19
  | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 735d | `2026-03-03T03:34:57Z` | 31 | 11 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
20
  | `Takhoffman` | [profile](https://github.com/Takhoffman) | no | CONTRIBUTOR | 5455d | `2026-01-27T16:37:08Z` | 29 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
21
  | `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 27 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
22
- | `kagura-agent` | [profile](https://github.com/kagura-agent) | no | CONTRIBUTOR | 32d | `2026-03-18T00:16:55Z` | 24 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
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
  | `Yanhu007` | [profile](https://github.com/Yanhu007) | no | CONTRIBUTOR | 4741d | `2026-04-10T13:40:56Z` | 22 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
25
  | `oraculoos` | [profile](https://github.com/oraculoos) | no | NONE | ?d | `2026-04-14T13:16:27Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
26
  | `jalehman` | [profile](https://github.com/jalehman) | no | CONTRIBUTOR | 5579d | `2026-01-05T21:51:45Z` | 19 | 0 | mixed | low | low | high recent PR volume; targets high-star repos |
 
27
  | `omarshahine` | [profile](https://github.com/omarshahine) | no | CONTRIBUTOR | 4126d | `2026-02-20T03:30:56Z` | 18 | 10 | mixed | moderate | low | high recent PR volume; targets high-star repos |
28
  | `BunsDev` | [profile](https://github.com/BunsDev) | no | MEMBER | 2087d | `2026-02-07T11:32:40Z` | 18 | 0 | strong | moderate | low | high recent PR volume |
29
  | `mbelinky` | [profile](https://github.com/mbelinky) | no | CONTRIBUTOR | 1077d | `2026-02-08T09:07:45Z` | 18 | 0 | strong | low | low | targets high-star repos |
30
- | `obviyus` | [profile](https://github.com/obviyus) | no | CONTRIBUTOR | 3510d | `2026-01-04T13:17:28Z` | 18 | 0 | strong | low | low | targets high-star repos |
31
  | `coygeek` | [profile](https://github.com/coygeek) | no | CONTRIBUTOR | 2164d | `2026-01-31T03:06:37Z` | 17 | 19 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
32
  | `mcaxtr` | [profile](https://github.com/mcaxtr) | no | MEMBER | 4358d | `2026-02-04T01:45:00Z` | 17 | 5 | mixed | low | low | high open PR share; targets high-star repos |
33
  | `yozu` | [profile](https://github.com/yozu) | no | NONE | 5186d | `2026-04-07T11:36:48Z` | 16 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -39,6 +39,7 @@
39
  | `ngutman` | [profile](https://github.com/ngutman) | no | MEMBER | 5146d | `2026-01-06T16:12:16Z` | 14 | 0 | strong | moderate | low | targets high-star repos |
40
  | `pgondhi987` | [profile](https://github.com/pgondhi987) | no | CONTRIBUTOR | 24d | `2026-04-09T04:56:14Z` | 14 | 0 | strong | low | medium | very new account; no visible non-self stars; targets high-star repos |
41
  | `tentacloos` | [profile](https://github.com/tentacloos) | no | NONE | 22d | `2026-04-14T13:17:10Z` | 14 | 0 | n/a | low | medium | very new account; no visible non-self stars |
 
42
  | `Tianworld` | [profile](https://github.com/Tianworld) | no | CONTRIBUTOR | 2846d | `2026-03-24T16:13:35Z` | 13 | 0 | weak | low | low | high recent PR volume; high open PR share; no visible non-self stars; targets high-star repos |
43
  | `mushuiyu886` | [profile](https://github.com/mushuiyu886) | no | NONE | 37d | `2026-04-10T05:26:47Z` | 12 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
44
  | `openperf` | [profile](https://github.com/openperf) | no | MEMBER | 1860d | `2026-02-07T10:37:24Z` | 12 | 0 | mixed | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -48,11 +49,11 @@
48
  | `Jimmy-xuzimo` | [profile](https://github.com/Jimmy-xuzimo) | no | CONTRIBUTOR | 1335d | `2026-02-25T14:46:20Z` | 10 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
49
  | `Linux2010` | [profile](https://github.com/Linux2010) | no | CONTRIBUTOR | 3021d | `2026-02-28T09:30:44Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
50
  | `lml2468` | [profile](https://github.com/lml2468) | no | CONTRIBUTOR | 2893d | `2026-03-03T11:34:24Z` | 10 | 0 | strong | low | low | high recent PR volume |
51
- | `MoerAI` | [profile](https://github.com/MoerAI) | no | CONTRIBUTOR | 3336d | `2026-02-23T01:38:58Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
52
  | `Rohan5commit` | [profile](https://github.com/Rohan5commit) | no | CONTRIBUTOR | 580d | `2026-02-21T09:50:26Z` | 10 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
53
  | `pfrederiksen` | [profile](https://github.com/pfrederiksen) | no | NONE | 5392d | `2026-04-14T16:42:04Z` | 9 | 4 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
54
  | `stainlu` | [profile](https://github.com/stainlu) | no | CONTRIBUTOR | 1364d | `2026-04-08T01:24:20Z` | 9 | 1 | weak | low | low | high open PR share; targets high-star repos |
55
  | `VACInc` | [profile](https://github.com/VACInc) | no | CONTRIBUTOR | 4839d | `2026-01-06T03:04:41Z` | 9 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
56
  | `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2026-01-16T21:59:54Z` | 9 | 0 | n/a | n/a | n/a | summary unavailable |
57
  | `lawrence3699` | [profile](https://github.com/lawrence3699) | no | CONTRIBUTOR | 135d | `2026-04-06T08:25:15Z` | 9 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
58
  | `MonkeyLeeT` | [profile](https://github.com/MonkeyLeeT) | no | CONTRIBUTOR | 4437d | `2026-03-02T15:37:21Z` | 9 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -61,10 +62,10 @@
61
  | `xinmotlanthua` | [profile](https://github.com/xinmotlanthua) | no | CONTRIBUTOR | ?d | `2026-04-14T03:17:52Z` | 9 | 0 | n/a | n/a | n/a | summary unavailable |
62
  | `yqli2420` | [profile](https://github.com/yqli2420) | no | CONTRIBUTOR | 3910d | `2026-04-13T18:44:19Z` | 9 | 0 | weak | low | low | high open PR share; targets high-star repos |
63
  | `zqchris` | [profile](https://github.com/zqchris) | no | CONTRIBUTOR | 4718d | `2026-03-01T13:09:15Z` | 8 | 5 | weak | low | low | high open PR share; targets high-star repos |
 
64
  | `zhouhe-xydt` | [profile](https://github.com/zhouhe-xydt) | no | CONTRIBUTOR | 44d | `2026-03-10T08:57:32Z` | 8 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
65
  | `loongfay` | [profile](https://github.com/loongfay) | no | NONE | 3732d | `2026-04-15T14:58:37Z` | 8 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
66
  | `Angfr95` | [profile](https://github.com/Angfr95) | no | NONE | 641d | `2026-04-14T04:39:29Z` | 8 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
67
- | `Bartok9` | [profile](https://github.com/Bartok9) | no | CONTRIBUTOR | 70d | `2026-02-27T18:48:49Z` | 8 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
68
  | `draix` | [profile](https://github.com/draix) | no | NONE | 5822d | `2026-04-12T04:34:31Z` | 8 | 0 | weak | moderate | low | high recent PR volume; high open PR share |
69
  | `duqaXxX` | [profile](https://github.com/duqaXxX) | no | CONTRIBUTOR | 4000d | `2026-04-09T23:20:27Z` | 8 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
70
  | `jlapenna` | [profile](https://github.com/jlapenna) | no | CONTRIBUTOR | 6304d | `2026-04-03T04:12:38Z` | 8 | 0 | weak | low | low | high open PR share |
@@ -72,7 +73,6 @@
72
  | `onutc` | [profile](https://github.com/onutc) | no | CONTRIBUTOR | 874d | `2026-01-08T12:30:20Z` | 8 | 0 | strong | low | low | targets high-star repos |
73
  | `OwenYWT` | [profile](https://github.com/OwenYWT) | no | CONTRIBUTOR | 1471d | `2026-04-10T09:45:23Z` | 8 | 0 | weak | low | low | high open PR share; targets high-star repos |
74
  | `mjamiv` | [profile](https://github.com/mjamiv) | no | CONTRIBUTOR | 977d | `2026-04-08T18:58:33Z` | 7 | 5 | mixed | low | low | high open PR share; targets high-star repos |
75
- | `jetd1` | [profile](https://github.com/jetd1) | no | CONTRIBUTOR | 3810d | `2026-04-09T03:07:08Z` | 7 | 2 | weak | low | low | high open PR share; targets high-star repos |
76
  | `asakir44` | [profile](https://github.com/asakir44) | no | NONE | 440d | `2026-04-13T14:53:54Z` | 7 | 1 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
77
  | `martingarramon` | [profile](https://github.com/martingarramon) | no | CONTRIBUTOR | 49d | `2026-03-21T22:50:34Z` | 7 | 1 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
78
  | `nxmxbbd` | [profile](https://github.com/nxmxbbd) | no | CONTRIBUTOR | 6373d | `2026-03-05T20:12:25Z` | 7 | 1 | n/a | low | low | no visible non-self stars |
@@ -100,8 +100,10 @@
100
  | `stanleeyY` | [profile](https://github.com/stanleeyY) | no | NONE | 4751d | `2026-04-13T16:15:57Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
101
  | `ZehanXu-Doncic` | [profile](https://github.com/ZehanXu-Doncic) | no | NONE | 43d | `2026-04-13T08:06:37Z` | 6 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
102
  | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
 
103
  | `rmfalco89` | [profile](https://github.com/rmfalco89) | no | NONE | 4592d | `2026-02-08T21:18:55Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
104
  | `sliverp` | [profile](https://github.com/sliverp) | no | MEMBER | 2933d | `2026-02-06T14:44:05Z` | 5 | 1 | mixed | low | low | targets high-star repos |
 
105
  | `defonota3box` | [profile](https://github.com/defonota3box) | no | NONE | 121d | `2026-04-13T22:54:16Z` | 5 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
106
  | `joshavant` | [profile](https://github.com/joshavant) | no | CONTRIBUTOR | 5430d | `2026-02-19T23:12:53Z` | 5 | 0 | strong | low | low | targets high-star repos |
107
  | `plgonzalezrx8` | [profile](https://github.com/plgonzalezrx8) | no | CONTRIBUTOR | 3595d | `2026-01-31T01:53:17Z` | 5 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
@@ -116,11 +118,8 @@
116
  | `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 |
117
  | `Joel-Claw` | [profile](https://github.com/Joel-Claw) | no | NONE | 7d | `2026-04-14T17:55:10Z` | 4 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
118
  | `joelnishanth` | [profile](https://github.com/joelnishanth) | no | CONTRIBUTOR | 1003d | `2026-02-24T01:34:00Z` | 4 | 1 | strong | low | low | targets high-star repos |
119
- | `lyfuci` | [profile](https://github.com/lyfuci) | no | NONE | 3970d | `2026-03-04T12:15:50Z` | 4 | 1 | weak | low | low | high open PR share; targets high-star repos |
120
  | `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 |
121
- | `web3blind` | [profile](https://github.com/web3blind) | no | NONE | 46d | `2026-03-21T14:20:44Z` | 4 | 1 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
122
  | `altaywtf` | [profile](https://github.com/altaywtf) | no | MEMBER | 4168d | `2026-03-01T16:30:13Z` | 4 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
123
- | `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 4 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
124
  | `bde1` | [profile](https://github.com/bde1) | no | CONTRIBUTOR | ?d | `2026-04-11T14:50:02Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
125
  | `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 |
126
  | `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 |
@@ -149,6 +148,7 @@
149
  | `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 |
150
  | `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 |
151
  | `jarimustonen` | [profile](https://github.com/jarimustonen) | no | CONTRIBUTOR | 5232d | `2026-03-18T15:12:36Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
152
  | `johnturek` | [profile](https://github.com/johnturek) | no | NONE | 6271d | `2026-04-14T03:23:25Z` | 3 | 0 | mixed | low | low | — |
153
  | `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 |
154
  | `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 |
@@ -157,7 +157,6 @@
157
  | `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 |
158
  | `Ricardo-M-L` | [profile](https://github.com/Ricardo-M-L) | no | NONE | 2080d | `2026-04-11T13:13:57Z` | 3 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
159
  | `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 |
160
- | `sumleo` | [profile](https://github.com/sumleo) | no | CONTRIBUTOR | 3223d | `2026-02-12T15:24:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
161
  | `xudaiyanzi` | [profile](https://github.com/xudaiyanzi) | no | NONE | 2751d | `2026-04-14T20:23:42Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
162
  | `YangManBOBO` | [profile](https://github.com/YangManBOBO) | no | NONE | 827d | `2026-03-03T01:36:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
163
  | `slepybear` | [profile](https://github.com/slepybear) | no | CONTRIBUTOR | 1386d | `2026-04-09T16:25:21Z` | 19 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -167,6 +166,7 @@
167
  | `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 |
168
  | `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 |
169
  | `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 |
 
170
  | `leonardsellem` | [profile](https://github.com/leonardsellem) | no | CONTRIBUTOR | 4992d | `2026-04-10T10:47:02Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
171
  | `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 |
172
  | `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 |
@@ -216,7 +216,6 @@
216
  | `geekhuashan` | [profile](https://github.com/geekhuashan) | no | CONTRIBUTOR | 2635d | `2026-03-12T01:17:49Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
217
  | `IshanDaga` | [profile](https://github.com/IshanDaga) | no | NONE | 4222d | `2026-04-13T19:01:38Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
218
  | `iubns` | [profile](https://github.com/iubns) | no | NONE | 4512d | `2026-03-17T18:37:20Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
219
- | `jasonmakr` | [profile](https://github.com/jasonmakr) | no | NONE | 39d | `2026-04-18T02:14:36Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
220
  | `jkf87` | [profile](https://github.com/jkf87) | no | NONE | 3258d | `2026-04-11T13:41:30Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
221
  | `JQRobert` | [profile](https://github.com/JQRobert) | no | NONE | 46d | `2026-04-13T05:33:05Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
222
  | `jquadrino` | [profile](https://github.com/jquadrino) | no | NONE | 533d | `2026-02-21T06:24:49Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -263,7 +262,6 @@
263
  | `extrasmall0` | [profile](https://github.com/extrasmall0) | no | CONTRIBUTOR | 77d | `2026-03-07T15:35:58Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
264
  | `monsonego` | [profile](https://github.com/monsonego) | no | NONE | 701d | `2026-04-07T12:27:49Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
265
  | `wirjo` | [profile](https://github.com/wirjo) | no | CONTRIBUTOR | 5970d | `2026-04-06T11:49:31Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
266
- | `hanamizuki` | [profile](https://github.com/hanamizuki) | no | CONTRIBUTOR | 5476d | `2026-02-25T01:23:38Z` | 3 | 2 | strong | low | low | — |
267
  | `kakahu2015` | [profile](https://github.com/kakahu2015) | no | CONTRIBUTOR | 3678d | `2026-02-26T12:42:25Z` | 3 | 1 | weak | low | low | high open PR share; targets high-star repos |
268
  | `ayeshakhalid192007-dev` | [profile](https://github.com/ayeshakhalid192007-dev) | no | NONE | 172d | `2026-04-02T13:08:35Z` | 3 | 0 | weak | moderate | medium | young account; high open PR share |
269
  | `cedillarack` | [profile](https://github.com/cedillarack) | no | NONE | 61d | `2026-02-17T04:29:03Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -321,7 +319,6 @@
321
  | `parasol-aser` | [profile](https://github.com/parasol-aser) | no | NONE | 4782d | `2026-04-09T22:55:43Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
322
  | `protomota` | [profile](https://github.com/protomota) | no | NONE | 5291d | `2026-03-19T16:36:32Z` | 1 | 2 | n/a | low | low | no visible non-self stars |
323
  | `walkojas-boop` | [profile](https://github.com/walkojas-boop) | no | NONE | 62d | `2026-04-14T09:55:31Z` | 1 | 2 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
324
- | `wujiaming88` | [profile](https://github.com/wujiaming88) | no | NONE | 4323d | `2026-04-03T06:44:55Z` | 1 | 2 | n/a | low | low | no visible non-self stars |
325
  | `zeolenon` | [profile](https://github.com/zeolenon) | no | NONE | 2260d | `2026-03-15T10:24:08Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
326
  | `zhulijin1991` | [profile](https://github.com/zhulijin1991) | no | NONE | 721d | `2026-04-11T23:56:13Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
327
  | `0riginal-claw` | [profile](https://github.com/0riginal-claw) | no | NONE | 42d | `2026-04-14T10:11:04Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -342,6 +339,7 @@
342
  | `Dodo1021` | [profile](https://github.com/Dodo1021) | no | NONE | 659d | `2026-03-24T00:01:31Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
343
  | `earon-han` | [profile](https://github.com/earon-han) | no | NONE | 117d | `2026-04-16T09:54:34Z` | 1 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
344
  | `epanonymous` | [profile](https://github.com/epanonymous) | no | NONE | 1621d | `2026-01-31T02:07:36Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 
345
  | `fmercurio` | [profile](https://github.com/fmercurio) | no | CONTRIBUTOR | 3818d | `2026-02-20T17:19:44Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
346
  | `fredguile` | [profile](https://github.com/fredguile) | no | NONE | 5894d | `2026-04-12T15:58:55Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs |
347
  | `ghoc0099` | [profile](https://github.com/ghoc0099) | no | NONE | 35d | `2026-04-12T18:49:23Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
@@ -404,7 +402,7 @@
404
  | `adapepper` | [profile](https://github.com/adapepper) | no | NONE | 71d | `2026-04-15T23:40:57Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
405
  | `agent-merkava` | [profile](https://github.com/agent-merkava) | no | NONE | 50d | `2026-04-15T21:25:47Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
406
  | `Agnuxo1` | [profile](https://github.com/Agnuxo1) | no | NONE | 741d | `2026-02-18T13:21:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
407
- | `ahbi1006-hue` | [profile](https://github.com/ahbi1006-hue) | yes | NONE | 12d | `2026-04-18T07:30:52Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
408
  | `aimqwest` | [profile](https://github.com/aimqwest) | no | NONE | 3904d | `2026-04-11T15:27:38Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
409
  | `AlainSainteCroix` | [profile](https://github.com/AlainSainteCroix) | no | NONE | 631d | `2026-04-16T20:37:03Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
410
  | `alex-latitude` | [profile](https://github.com/alex-latitude) | no | NONE | 323d | `2026-04-13T22:11:34Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -436,7 +434,7 @@
436
  | `bogdanovich` | [profile](https://github.com/bogdanovich) | no | NONE | 4623d | `2026-04-12T03:44:21Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
437
  | `BowieSequoia` | [profile](https://github.com/BowieSequoia) | no | NONE | 13d | `2026-04-16T22:01:14Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
438
  | `brospan` | [profile](https://github.com/brospan) | no | NONE | 515d | `2026-04-15T14:27:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
439
- | `BruceMacD` | [profile](https://github.com/BruceMacD) | yes | CONTRIBUTOR | 4547d | `2026-01-31T06:12:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
440
  | `bryanpearson` | [profile](https://github.com/bryanpearson) | no | NONE | 5384d | `2026-03-12T20:19:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
441
  | `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 |
442
  | `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 |
@@ -552,8 +550,8 @@
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
  | `josmithiii` | [profile](https://github.com/josmithiii) | no | NONE | 4984d | `2026-04-14T06:34:16Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
555
- | `juliopx` | [profile](https://github.com/juliopx) | yes | 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) | yes | 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 |
558
  | `kangjinghang` | [profile](https://github.com/kangjinghang) | no | NONE | 3038d | `2026-04-15T05:39:38Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
559
  | `kantorcodes` | [profile](https://github.com/kantorcodes) | no | NONE | 4520d | `2026-04-13T00:51:30Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
@@ -575,7 +573,7 @@
575
  | `lanyasheng` | [profile](https://github.com/lanyasheng) | no | NONE | 3483d | `2026-03-12T16:41:45Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
576
  | `laopuhuluwa` | [profile](https://github.com/laopuhuluwa) | no | CONTRIBUTOR | 66d | `2026-02-20T11:19:44Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
577
  | `LaurentMazare` | [profile](https://github.com/LaurentMazare) | no | NONE | 5331d | `2026-04-11T18:11:55Z` | 1 | 0 | mixed | moderate | low | — |
578
- | `leonidas1712` | [profile](https://github.com/leonidas1712) | yes | NONE | 3582d | `2026-04-18T07:30:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
579
  | `liemrich` | [profile](https://github.com/liemrich) | no | NONE | 2215d | `2026-04-16T01:38:06Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
580
  | `lightning-openclaw` | [profile](https://github.com/lightning-openclaw) | no | NONE | 49d | `2026-04-12T09:57:06Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
581
  | `likewen-tech` | [profile](https://github.com/likewen-tech) | no | NONE | 477d | `2026-04-17T13:44:27Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -615,7 +613,7 @@
615
  | `nikilster` | [profile](https://github.com/nikilster) | no | NONE | 5275d | `2026-04-11T23:06:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
616
  | `nir-insuretax` | [profile](https://github.com/nir-insuretax) | no | NONE | 38d | `2026-03-17T10:08:50Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
617
  | `njiangk` | [profile](https://github.com/njiangk) | no | NONE | 2447d | `2026-04-14T01:54:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
618
- | `nnlevy` | [profile](https://github.com/nnlevy) | yes | NONE | 5883d | `2026-04-18T08:00:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
619
  | `noahclanman` | [profile](https://github.com/noahclanman) | no | NONE | 1894d | `2026-04-13T10:01:58Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
620
  | `nufnaf` | [profile](https://github.com/nufnaf) | no | NONE | 4823d | `2026-04-16T12:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
621
  | `OFABLE` | [profile](https://github.com/OFABLE) | no | NONE | 2161d | `2026-04-17T14:06:48Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -658,11 +656,12 @@
658
  | `saamuelng601-pixel` | [profile](https://github.com/saamuelng601-pixel) | no | CONTRIBUTOR | 7d | `2026-04-15T03:46:53Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
659
  | `sagarpswc` | [profile](https://github.com/sagarpswc) | no | NONE | 164d | `2026-04-13T09:31:42Z` | 1 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
660
  | `samimjafari` | [profile](https://github.com/samimjafari) | no | NONE | 728d | `2026-04-18T01:57:49Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 
661
  | `Schnitzel` | [profile](https://github.com/Schnitzel) | no | NONE | 5469d | `2026-02-04T14:12:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
662
  | `scott-my` | [profile](https://github.com/scott-my) | no | NONE | 272d | `2026-04-15T10:38:40Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
663
  | `scotthuang` | [profile](https://github.com/scotthuang) | no | CONTRIBUTOR | 5107d | `2026-03-01T03:31:44Z` | 1 | 0 | strong | low | low | 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) | yes | 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
  | `shakkernerd` | [profile](https://github.com/shakkernerd) | no | MEMBER | 749d | `2026-01-26T14:21:30Z` | 1 | 0 | strong | low | low | targets high-star repos |
668
  | `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 |
@@ -702,8 +701,6 @@
702
  | `TrueNorth49` | [profile](https://github.com/TrueNorth49) | no | NONE | 573d | `2026-04-13T07:46:32Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
703
  | `Tuarisa` | [profile](https://github.com/Tuarisa) | no | NONE | 4909d | `2026-04-17T18:27:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
704
  | `Unayung` | [profile](https://github.com/Unayung) | no | CONTRIBUTOR | 5054d | `2026-02-12T00:36:52Z` | 1 | 0 | strong | low | low | targets high-star repos |
705
- | `UnrealCake8` | [profile](https://github.com/UnrealCake8) | no | NONE | 433d | `2026-04-11T09:01:33Z` | 1 | 0 | mixed | low | low | no visible non-self stars |
706
- | `velvet-shark` | [profile](https://github.com/velvet-shark) | no | MEMBER | 6060d | `2026-01-03T22:46:36Z` | 1 | 0 | strong | low | low | targets high-star repos |
707
  | `vipitec-neo` | [profile](https://github.com/vipitec-neo) | no | NONE | 64d | `2026-04-14T13:24:54Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
708
  | `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 |
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 |
@@ -825,6 +822,30 @@ Example artifacts:
825
  - [PR #68324: fix(plugins): enable native jiti for doctor-contract loader to cut status cold-start ~13s](https://github.com/openclaw/openclaw/pull/68324) — open
826
  - [PR #68270: fix(ollama): allow baseUrl in plugin configSchema to match what the provider code already reads](https://github.com/openclaw/openclaw/pull/68270) — open
827
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
828
  ### `neeravmakwana`
829
 
830
  - profile: [github.com/neeravmakwana](https://github.com/neeravmakwana)
@@ -848,30 +869,6 @@ Example artifacts:
848
  - [PR #68351: fix(openrouter): surface reasoning_details visible-text as user output (#68261)](https://github.com/openclaw/openclaw/pull/68351) — closed
849
  - [PR #68349: Ollama: honor Modelfile num_ctx and auto-detect tool support](https://github.com/openclaw/openclaw/pull/68349) — open
850
 
851
- ### `nightq`
852
-
853
- - profile: [github.com/nightq](https://github.com/nightq)
854
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anightq)
855
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anightq)
856
- - repo first seen: `2026-04-01T13:17:35Z`
857
- - repo last seen: `2026-04-18T05:45:43Z`
858
- - first seen in snapshot: **no**
859
- - repo association: **CONTRIBUTOR**
860
- - repo primary artifacts: **38**
861
- - snapshot authored PRs/issues: **37 PRs / 1 issues**
862
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
863
- - account age: **4825 days**
864
- - recent public PR activity: **116 PRs** (1 merged / 69 closed-unmerged / 46 open; merged rate **1%**, closed-unmerged rate **59%**, open rate **40%**)
865
- - public orgs: none visible
866
- - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
867
- - heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
868
-
869
- Example artifacts:
870
- - [PR #68422: fix(ui): constrain web chat width to 920px for better readability](https://github.com/openclaw/openclaw/pull/68422) — open
871
- - [PR #68348: fix: use native loading for doctor contract API to speed up status command](https://github.com/openclaw/openclaw/pull/68348) — open
872
- - [PR #68311: fix: update reasoning stream message to include Feishu support](https://github.com/openclaw/openclaw/pull/68311) — open
873
- - [Issue #59034: [macOS] screen.record command not available on node](https://github.com/openclaw/openclaw/issues/59034) — open
874
-
875
  ### `w-sss`
876
 
877
  - profile: [github.com/w-sss](https://github.com/w-sss)
@@ -975,11 +972,11 @@ Example artifacts:
975
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akagura-agent)
976
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akagura-agent)
977
  - repo first seen: `2026-03-18T00:16:55Z`
978
- - repo last seen: `2026-04-18T07:20:20Z`
979
  - first seen in snapshot: **no**
980
  - repo association: **CONTRIBUTOR**
981
- - repo primary artifacts: **31**
982
- - snapshot authored PRs/issues: **24 PRs / 7 issues**
983
  - snapshot discussion activity: **38 comments / 0 reviews / 0 review comments**
984
  - account age: **32 days**
985
  - recent public PR activity: **108 PRs** (51 merged / 12 closed-unmerged / 45 open; merged rate **47%**, closed-unmerged rate **11%**, open rate **42%**)
@@ -988,9 +985,9 @@ Example artifacts:
988
  - heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
989
 
990
  Example artifacts:
 
991
  - [PR #68448: fix: prioritize explicit provider config over model ID prefix parsing](https://github.com/openclaw/openclaw/pull/68448) — open
992
  - [PR #68382: fix(plugins): preserve existing capability during plugin cache state restore](https://github.com/openclaw/openclaw/pull/68382) — open
993
- - [PR #68355: fix: allow unknown properties in WakeParams schema (#68347)](https://github.com/openclaw/openclaw/pull/68355) — closed, merged
994
  - [Issue #68123: feat: allow cron tasks to opt out of main session notification](https://github.com/openclaw/openclaw/issues/68123) — open
995
  - [Issue #66576: [Feature]: Configurable workspace file inclusion/exclusion (bootstrapFiles)](https://github.com/openclaw/openclaw/issues/66576) — open
996
  - [Issue #66399: Process supervisor: graceful signal escalation and drain timeout for exec tool](https://github.com/openclaw/openclaw/issues/66399) — open
@@ -1088,6 +1085,29 @@ Example artifacts:
1088
  - [PR #67827: docs: unify duplicated 2026.4.15-beta.1 changelog block](https://github.com/openclaw/openclaw/pull/67827) — closed, merged
1089
  - [PR #67824: Update contributor details for Josh Lehman](https://github.com/openclaw/openclaw/pull/67824) — closed, merged
1090
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1091
  ### `omarshahine`
1092
 
1093
  - profile: [github.com/omarshahine](https://github.com/omarshahine)
@@ -1160,29 +1180,6 @@ Example artifacts:
1160
  - [PR #66140: [codex] fix(ui): guard dreaming wiki plugin calls](https://github.com/openclaw/openclaw/pull/66140) — closed, merged
1161
  - [PR #66139: fix(memory-core): run Dreaming once per cron schedule](https://github.com/openclaw/openclaw/pull/66139) — closed, merged
1162
 
1163
- ### `obviyus`
1164
-
1165
- - profile: [github.com/obviyus](https://github.com/obviyus)
1166
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aobviyus)
1167
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aobviyus)
1168
- - repo first seen: `2026-01-04T13:17:28Z`
1169
- - repo last seen: `2026-04-18T04:32:55Z`
1170
- - first seen in snapshot: **no**
1171
- - repo association: **CONTRIBUTOR**
1172
- - repo primary artifacts: **18**
1173
- - snapshot authored PRs/issues: **18 PRs / 0 issues**
1174
- - snapshot discussion activity: **522 comments / 46 reviews / 4 review comments**
1175
- - account age: **3510 days**
1176
- - recent public PR activity: **16 PRs** (15 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
1177
- - public orgs: `UplauseApp`
1178
- - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
1179
- - heuristic read: **targets high-star repos**
1180
-
1181
- Example artifacts:
1182
- - [PR #67993: fix(telegram): clear compaction replay after visible boundaries](https://github.com/openclaw/openclaw/pull/67993) — closed, merged
1183
- - [PR #67991: fix(reply): preserve post-stream error payloads](https://github.com/openclaw/openclaw/pull/67991) — closed, merged
1184
- - [PR #67941: fix(plugins): enforce synchronous registration](https://github.com/openclaw/openclaw/pull/67941) — closed, merged
1185
-
1186
  ### `coygeek`
1187
 
1188
  - profile: [github.com/coygeek](https://github.com/coygeek)
@@ -1446,6 +1443,29 @@ Example artifacts:
1446
  - [PR #66825: fix(#66806): Allow Anthropic-only setups to work without OpenAI credentials](https://github.com/openclaw/openclaw/pull/66825) — closed
1447
  - [PR #66823: fix(infra): general stability and performance improvements](https://github.com/openclaw/openclaw/pull/66823) — closed
1448
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1449
  ### `Tianworld`
1450
 
1451
  - profile: [github.com/Tianworld](https://github.com/Tianworld)
@@ -1653,29 +1673,6 @@ Example artifacts:
1653
  - [PR #66276: fix(cli): prevent process hang after gateway RPC commands (#66227)](https://github.com/openclaw/openclaw/pull/66276) — open
1654
  - [PR #65989: fix: guard against null job.state in cron list and startup paths](https://github.com/openclaw/openclaw/pull/65989) — open
1655
 
1656
- ### `MoerAI`
1657
-
1658
- - profile: [github.com/MoerAI](https://github.com/MoerAI)
1659
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AMoerAI)
1660
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AMoerAI)
1661
- - repo first seen: `2026-02-23T01:38:58Z`
1662
- - repo last seen: `2026-04-16T09:42:16Z`
1663
- - first seen in snapshot: **no**
1664
- - repo association: **CONTRIBUTOR**
1665
- - repo primary artifacts: **10**
1666
- - snapshot authored PRs/issues: **10 PRs / 0 issues**
1667
- - snapshot discussion activity: **68 comments / 8 reviews / 8 review comments**
1668
- - account age: **3336 days**
1669
- - recent public PR activity: **24 PRs** (1 merged / 8 closed-unmerged / 15 open; merged rate **4%**, closed-unmerged rate **33%**, open rate **62%**)
1670
- - public orgs: `el-embedded-linux`, `SpecailForces`, `Neuro-AI-Lab`
1671
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
1672
- - heuristic read: **high open PR share; targets high-star repos**
1673
-
1674
- Example artifacts:
1675
- - [PR #67437: fix(bluebubbles): retry attachment fetch when webhook arrives with empty array (#65430)](https://github.com/openclaw/openclaw/pull/67437) — closed
1676
- - [PR #67119: fix(google): use v1alpha API version for preview Veo models (#62309)](https://github.com/openclaw/openclaw/pull/67119) — open
1677
- - [PR #66482: fix(agents): use max_tokens instead of max_completion_tokens for non-OpenAI providers (#65603)](https://github.com/openclaw/openclaw/pull/66482) — open
1678
-
1679
  ### `Rohan5commit`
1680
 
1681
  - profile: [github.com/Rohan5commit](https://github.com/Rohan5commit)
@@ -1773,6 +1770,29 @@ Example artifacts:
1773
  - [PR #65537: [codex] Fix native /status runtime resolution](https://github.com/openclaw/openclaw/pull/65537) — closed, draft
1774
  - [Issue #61936: [Feature]: Allow dreaming with external memory slot plugins](https://github.com/openclaw/openclaw/issues/61936) — closed
1775
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1776
  ### `dependabot[bot]`
1777
 
1778
  - profile: [github.com/dependabot[bot]](https://github.com/dependabot[bot])
@@ -1962,6 +1982,31 @@ Example artifacts:
1962
  - [Issue #33377: BlueBubbles: voice messages sent as file attachments instead of iMessage voice bubbles](https://github.com/openclaw/openclaw/issues/33377) — closed
1963
  - [Issue #31846: Ollama auto-discovery causes connection storm when target is unreachable (no backoff/caching)](https://github.com/openclaw/openclaw/issues/31846) — closed
1964
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1965
  ### `zhouhe-xydt`
1966
 
1967
  - profile: [github.com/zhouhe-xydt](https://github.com/zhouhe-xydt)
@@ -2034,29 +2079,6 @@ Example artifacts:
2034
  - [PR #67124: fix(gateway): skip scope-upgrade pairing for unpaired local backend clients](https://github.com/openclaw/openclaw/pull/67124) — open
2035
  - [PR #66594: fix(gateway): register chat run on agent start and enable provider hooks during model warmup](https://github.com/openclaw/openclaw/pull/66594) — open
2036
 
2037
- ### `Bartok9`
2038
-
2039
- - profile: [github.com/Bartok9](https://github.com/Bartok9)
2040
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ABartok9)
2041
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ABartok9)
2042
- - repo first seen: `2026-02-27T18:48:49Z`
2043
- - repo last seen: `2026-04-17T08:43:06Z`
2044
- - first seen in snapshot: **no**
2045
- - repo association: **CONTRIBUTOR**
2046
- - repo primary artifacts: **8**
2047
- - snapshot authored PRs/issues: **8 PRs / 0 issues**
2048
- - snapshot discussion activity: **21 comments / 0 reviews / 0 review comments**
2049
- - account age: **70 days**
2050
- - recent public PR activity: **15 PRs** (2 merged / 6 closed-unmerged / 7 open; merged rate **13%**, closed-unmerged rate **40%**, open rate **47%**)
2051
- - public orgs: none visible
2052
- - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
2053
- - heuristic read: **very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos**
2054
-
2055
- Example artifacts:
2056
- - [PR #68047: fix(gateway): extend image-support name fallback to direct anthropic provider](https://github.com/openclaw/openclaw/pull/68047) — open
2057
- - [PR #67591: fix(session): clear auto-fallback model overrides on /new and /reset](https://github.com/openclaw/openclaw/pull/67591) — open
2058
- - [PR #67091: fix(dreaming): use ingestion date for dayBucket instead of file date](https://github.com/openclaw/openclaw/pull/67091) — closed, merged
2059
-
2060
  ### `draix`
2061
 
2062
  - profile: [github.com/draix](https://github.com/draix)
@@ -2221,31 +2243,6 @@ Example artifacts:
2221
  - [Issue #65526: [Feature]: auto-propagate proxy env vars to MCP stdio server child processes](https://github.com/openclaw/openclaw/issues/65526) — open
2222
  - [Issue #65525: [Bug]: MCP stdio servers don't inherit NODE_OPTIONS — breaks proxy-only sandbox environments](https://github.com/openclaw/openclaw/issues/65525) — open
2223
 
2224
- ### `jetd1`
2225
-
2226
- - profile: [github.com/jetd1](https://github.com/jetd1)
2227
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajetd1)
2228
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajetd1)
2229
- - repo first seen: `2026-04-09T03:07:08Z`
2230
- - repo last seen: `2026-04-18T06:01:01Z`
2231
- - first seen in snapshot: **no**
2232
- - repo association: **CONTRIBUTOR**
2233
- - repo primary artifacts: **9**
2234
- - snapshot authored PRs/issues: **7 PRs / 2 issues**
2235
- - snapshot discussion activity: **6 comments / 27 reviews / 27 review comments**
2236
- - account age: **3810 days**
2237
- - recent public PR activity: **9 PRs** (1 merged / 3 closed-unmerged / 5 open; merged rate **11%**, closed-unmerged rate **33%**, open rate **56%**)
2238
- - public orgs: none visible
2239
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
2240
- - heuristic read: **high open PR share; targets high-star repos**
2241
-
2242
- Example artifacts:
2243
- - [PR #65222: fix(telegram): bypass grammY sequential key for interrupt/steer message delivery](https://github.com/openclaw/openclaw/pull/65222) — open
2244
- - [PR #65221: fix: resolve interrupt scheduling race between embedded run and ReplyOperation registries](https://github.com/openclaw/openclaw/pull/65221) — open
2245
- - [PR #65021: fix(telegram): enable interrupt/steer message delivery during active runs](https://github.com/openclaw/openclaw/pull/65021) — closed
2246
- - [Issue #65223: Design: tool abort signal handling and framework-level execution interruption](https://github.com/openclaw/openclaw/issues/65223) — open
2247
- - [Issue #64951: Inbound debouncer keyChains re-serializes steer messages, making per-message grammY keys ineffective](https://github.com/openclaw/openclaw/issues/64951) — closed
2248
-
2249
  ### `asakir44`
2250
 
2251
  - profile: [github.com/asakir44](https://github.com/asakir44)
@@ -2877,6 +2874,30 @@ Example artifacts:
2877
  - [Issue #65715: anthropic-vertex models missing after upgrade to 2026.4.11](https://github.com/openclaw/openclaw/issues/65715) — open
2878
  - [Issue #61717: [Feature]: Add GitHub Copilot as memory search embedding provider](https://github.com/openclaw/openclaw/issues/61717) — closed
2879
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2880
  ### `rmfalco89`
2881
 
2882
  - profile: [github.com/rmfalco89](https://github.com/rmfalco89)
@@ -2925,6 +2946,29 @@ Example artifacts:
2925
  - [PR #65827: fix: align timestampOptsFromConfig test with resolveUserTimezone UTC fallback](https://github.com/openclaw/openclaw/pull/65827) — closed
2926
  - [Issue #64138: All plugin skills fail to load: dist-runtime symlinks break realpath() containment check](https://github.com/openclaw/openclaw/issues/64138) — closed
2927
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2928
  ### `defonota3box`
2929
 
2930
  - profile: [github.com/defonota3box](https://github.com/defonota3box)
@@ -3258,30 +3302,6 @@ Example artifacts:
3258
  - [PR #66663: fix: filter binary content from Telegram captions to prevent token explosion](https://github.com/openclaw/openclaw/pull/66663) — closed, merged
3259
  - [Issue #53941: docs: LiteLLM supply chain attack advisory (v1.82.7 / v1.82.8)](https://github.com/openclaw/openclaw/issues/53941) — open
3260
 
3261
- ### `lyfuci`
3262
-
3263
- - profile: [github.com/lyfuci](https://github.com/lyfuci)
3264
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alyfuci)
3265
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alyfuci)
3266
- - repo first seen: `2026-03-04T12:15:50Z`
3267
- - repo last seen: `2026-04-18T06:01:18Z`
3268
- - first seen in snapshot: **no**
3269
- - repo association: **NONE**
3270
- - repo primary artifacts: **5**
3271
- - snapshot authored PRs/issues: **4 PRs / 1 issues**
3272
- - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
3273
- - account age: **3970 days**
3274
- - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
3275
- - public orgs: none visible
3276
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
3277
- - heuristic read: **high open PR share; targets high-star repos**
3278
-
3279
- Example artifacts:
3280
- - [PR #68430: extensions/acpx: expose probeAgent config so non-codex ACP stacks stay available](https://github.com/openclaw/openclaw/pull/68430) — open
3281
- - [PR #68400: daemon/systemd: distinguish WSL user D-Bus socket missing from missing systemctl](https://github.com/openclaw/openclaw/pull/68400) — open
3282
- - [PR #68389: plugins: clarify allowlist warning when entries don't match discovered ids](https://github.com/openclaw/openclaw/pull/68389) — open
3283
- - [Issue #34401: google-gemini-cli-auth: OAuth token exchange fails behind proxy (fetchWithSsrFGuard uses createPinnedDispatcher instead of EnvHttpProxyAgent)](https://github.com/openclaw/openclaw/issues/34401) — open
3284
-
3285
  ### `WayChan`
3286
 
3287
  - profile: [github.com/WayChan](https://github.com/WayChan)
@@ -3306,30 +3326,6 @@ Example artifacts:
3306
  - [PR #67223: fix(acp): reuse existing session key for persistent spawns with same label](https://github.com/openclaw/openclaw/pull/67223) — closed, draft
3307
  - [Issue #67965: skills.test.ts: workflows_review command missing in buildWorkspaceSkillCommandSpecs (pre-existing on main)](https://github.com/openclaw/openclaw/issues/67965) — closed
3308
 
3309
- ### `web3blind`
3310
-
3311
- - profile: [github.com/web3blind](https://github.com/web3blind)
3312
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aweb3blind)
3313
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aweb3blind)
3314
- - repo first seen: `2026-03-21T14:20:44Z`
3315
- - repo last seen: `2026-04-12T16:06:26Z`
3316
- - first seen in snapshot: **no**
3317
- - repo association: **NONE**
3318
- - repo primary artifacts: **5**
3319
- - snapshot authored PRs/issues: **4 PRs / 1 issues**
3320
- - snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
3321
- - account age: **46 days**
3322
- - recent public PR activity: **9 PRs** (0 merged / 2 closed-unmerged / 7 open; merged rate **0%**, closed-unmerged rate **22%**, open rate **78%**)
3323
- - public orgs: none visible
3324
- - compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
3325
- - heuristic read: **very new account; high open PR share; targets high-star repos**
3326
-
3327
- Example artifacts:
3328
- - [PR #65174: Improve subagent start notices with resolved model info](https://github.com/openclaw/openclaw/pull/65174) — open
3329
- - [PR #64746: Improve subagent start notices with resolved model info](https://github.com/openclaw/openclaw/pull/64746) — closed
3330
- - [PR #64731: fix(telegram): show model fallback notices outside verbose mode](https://github.com/openclaw/openclaw/pull/64731) — open
3331
- - [Issue #51645: Voice transcription not working in group/topic chats](https://github.com/openclaw/openclaw/issues/51645) — open
3332
-
3333
  ### `altaywtf`
3334
 
3335
  - profile: [github.com/altaywtf](https://github.com/altaywtf)
@@ -3353,29 +3349,6 @@ Example artifacts:
3353
  - [PR #67024: fix: don't classify 400/422 with no body as format error](https://github.com/openclaw/openclaw/pull/67024) — open
3354
  - [PR #64969: fix: repair provider transport and channel registry CI regressions](https://github.com/openclaw/openclaw/pull/64969) — closed
3355
 
3356
- ### `armorbreak001`
3357
-
3358
- - profile: [github.com/armorbreak001](https://github.com/armorbreak001)
3359
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aarmorbreak001)
3360
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aarmorbreak001)
3361
- - repo first seen: `2026-04-16T01:31:19Z`
3362
- - repo last seen: `2026-04-18T01:59:51Z`
3363
- - first seen in snapshot: **no**
3364
- - repo association: **NONE**
3365
- - repo primary artifacts: **4**
3366
- - snapshot authored PRs/issues: **4 PRs / 0 issues**
3367
- - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
3368
- - account age: **7 days**
3369
- - recent public PR activity: **145 PRs** (8 merged / 23 closed-unmerged / 114 open; merged rate **6%**, closed-unmerged rate **16%**, open rate **79%**)
3370
- - public orgs: none visible
3371
- - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
3372
- - heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars**
3373
-
3374
- Example artifacts:
3375
- - [PR #67765: fix(cron): loud error when payload.model silently falls back to wrong provider (#67756)](https://github.com/openclaw/openclaw/pull/67765) — closed
3376
- - [PR #67531: fix: guard against undefined trim() crashes in onboard QuickStart flow](https://github.com/openclaw/openclaw/pull/67531) — open
3377
- - [PR #67501: fix(whatsapp): downgrade false-positive creds restore warning to debug](https://github.com/openclaw/openclaw/pull/67501) — open
3378
-
3379
  ### `bde1`
3380
 
3381
  - profile: [github.com/bde1](https://github.com/bde1)
@@ -4033,6 +4006,29 @@ Example artifacts:
4033
  - [PR #67243: context-engine: pass runtime context to ContextEngineFactory](https://github.com/openclaw/openclaw/pull/67243) — open
4034
  - [PR #67242: plugin-sdk: add stable embeddings subpath export](https://github.com/openclaw/openclaw/pull/67242) — open
4035
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4036
  ### `johnturek`
4037
 
4038
  - profile: [github.com/johnturek](https://github.com/johnturek)
@@ -4217,29 +4213,6 @@ Example artifacts:
4217
  - [PR #67456: fix: package qa-channel public surface](https://github.com/openclaw/openclaw/pull/67456) — closed
4218
  - [PR #66788: memory-wiki: fix native relative report links](https://github.com/openclaw/openclaw/pull/66788) — closed
4219
 
4220
- ### `sumleo`
4221
-
4222
- - profile: [github.com/sumleo](https://github.com/sumleo)
4223
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asumleo)
4224
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asumleo)
4225
- - repo first seen: `2026-02-12T15:24:04Z`
4226
- - repo last seen: `2026-04-11T08:38:01Z`
4227
- - first seen in snapshot: **no**
4228
- - repo association: **CONTRIBUTOR**
4229
- - repo primary artifacts: **3**
4230
- - snapshot authored PRs/issues: **3 PRs / 0 issues**
4231
- - snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
4232
- - account age: **3223 days**
4233
- - recent public PR activity: **4 PRs** (0 merged / 0 closed-unmerged / 4 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4234
- - public orgs: none visible
4235
- - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
4236
- - heuristic read: **high open PR share; targets high-star repos**
4237
-
4238
- Example artifacts:
4239
- - [PR #64720: fix(security): apply external content protection to channel message bodies](https://github.com/openclaw/openclaw/pull/64720) — open
4240
- - [PR #64719: fix(security): deny dangerous tools for channel auto-reply](https://github.com/openclaw/openclaw/pull/64719) — open
4241
- - [PR #64718: fix(security): default exec to deny for non-owner auto-reply senders](https://github.com/openclaw/openclaw/pull/64718) — open
4242
-
4243
  ### `xudaiyanzi`
4244
 
4245
  - profile: [github.com/xudaiyanzi](https://github.com/xudaiyanzi)
@@ -4454,6 +4427,30 @@ Example artifacts:
4454
  - [PR #64298: Refactor agent harness into Codex extension](https://github.com/openclaw/openclaw/pull/64298) — closed, merged
4455
  - [Issue #75: Linux/Windows Clawdbot Apps](https://github.com/openclaw/openclaw/issues/75) — open
4456
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4457
  ### `leonardsellem`
4458
 
4459
  - profile: [github.com/leonardsellem](https://github.com/leonardsellem)
@@ -4727,12 +4724,12 @@ Example artifacts:
4727
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aanyech)
4728
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aanyech)
4729
  - repo first seen: `2026-02-23T04:42:33Z`
4730
- - repo last seen: `2026-04-18T07:25:58Z`
4731
  - first seen in snapshot: **no**
4732
  - repo association: **NONE**
4733
  - repo primary artifacts: **4**
4734
  - snapshot authored PRs/issues: **2 PRs / 2 issues**
4735
- - snapshot discussion activity: **24 comments / 0 reviews / 0 review comments**
4736
  - account age: **4236 days**
4737
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4738
  - public orgs: none visible
@@ -5387,12 +5384,12 @@ Example artifacts:
5387
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEruditi)
5388
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEruditi)
5389
  - repo first seen: `2026-04-16T15:08:41Z`
5390
- - repo last seen: `2026-04-18T07:55:19Z`
5391
  - first seen in snapshot: **no**
5392
  - repo association: **NONE**
5393
  - repo primary artifacts: **2**
5394
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
5395
- - snapshot discussion activity: **3 comments / 3 reviews / 2 review comments**
5396
  - account age: **1072 days**
5397
  - recent public PR activity: **7 PRs** (0 merged / 5 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **71%**, open rate **29%**)
5398
  - public orgs: none visible
@@ -5579,28 +5576,6 @@ Example artifacts:
5579
  - [PR #67346: Scripts: use path.basename for pnpm to fix shell execution on Windows](https://github.com/openclaw/openclaw/pull/67346) — open
5580
  - [PR #67290: fix(ui): remove duplicate usage page header](https://github.com/openclaw/openclaw/pull/67290) — open
5581
 
5582
- ### `jasonmakr`
5583
-
5584
- - profile: [github.com/jasonmakr](https://github.com/jasonmakr)
5585
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajasonmakr)
5586
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajasonmakr)
5587
- - repo first seen: `2026-04-18T02:14:36Z`
5588
- - repo last seen: `2026-04-18T04:40:57Z`
5589
- - first seen in snapshot: **no**
5590
- - repo association: **NONE**
5591
- - repo primary artifacts: **2**
5592
- - snapshot authored PRs/issues: **2 PRs / 0 issues**
5593
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
5594
- - account age: **39 days**
5595
- - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
5596
- - public orgs: none visible
5597
- - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
5598
- - heuristic read: **very new account; high open PR share; targets high-star repos**
5599
-
5600
- Example artifacts:
5601
- - [PR #68408: fix(memory-core): strip dreaming managed blocks from daily memory reads](https://github.com/openclaw/openclaw/pull/68408) — open
5602
- - [PR #68364: fix: prevent unbounded narrative session growth by stabilizing session key (#68354)](https://github.com/openclaw/openclaw/pull/68364) — open
5603
-
5604
  ### `jkf87`
5605
 
5606
  - profile: [github.com/jkf87](https://github.com/jkf87)
@@ -6627,31 +6602,6 @@ Example artifacts:
6627
  - [PR #64318: feat: Add unified Amazon plugin — Polly TTS, Transcribe STT, Nova Sonic realtime voice](https://github.com/openclaw/openclaw/pull/64318) — open
6628
  - [PR #63457: feat: Add Amazon Polly TTS provider](https://github.com/openclaw/openclaw/pull/63457) — closed
6629
 
6630
- ### `hanamizuki`
6631
-
6632
- - profile: [github.com/hanamizuki](https://github.com/hanamizuki)
6633
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahanamizuki)
6634
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahanamizuki)
6635
- - repo first seen: `2026-02-25T01:23:38Z`
6636
- - repo last seen: `2026-04-17T16:06:02Z`
6637
- - first seen in snapshot: **no**
6638
- - repo association: **CONTRIBUTOR**
6639
- - repo primary artifacts: **5**
6640
- - snapshot authored PRs/issues: **3 PRs / 2 issues**
6641
- - snapshot discussion activity: **14 comments / 14 reviews / 14 review comments**
6642
- - account age: **5476 days**
6643
- - recent public PR activity: **7 PRs** (6 merged / 0 closed-unmerged / 1 open; merged rate **86%**, closed-unmerged rate **0%**, open rate **14%**)
6644
- - public orgs: `bhuntr`
6645
- - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
6646
- - heuristic read: **—**
6647
-
6648
- Example artifacts:
6649
- - [PR #64734: fix(discord): raise thread title timeout and tokens to fit reasoning models](https://github.com/openclaw/openclaw/pull/64734) — open
6650
- - [PR #64172: fix(discord): raise thread title max tokens for reasoning models](https://github.com/openclaw/openclaw/pull/64172) — closed, merged
6651
- - [PR #53467: feat(slack): add ignoreOtherMentions channel config](https://github.com/openclaw/openclaw/pull/53467) — open
6652
- - [Issue #35220: [Bug]: Codex Responses API streaming server_error does not trigger model fallback (variant of #24378)](https://github.com/openclaw/openclaw/issues/35220) — open
6653
- - [Issue #25951: Sandbox env sanitizer blocks skill primaryEnv vars (e.g. NOTION_API_KEY)](https://github.com/openclaw/openclaw/issues/25951) — open
6654
-
6655
  ### `kakahu2015`
6656
 
6657
  - profile: [github.com/kakahu2015](https://github.com/kakahu2015)
@@ -7956,29 +7906,6 @@ Example artifacts:
7956
  - [Issue #66477: [Feature]: Sift governance plugin — Ed25519-signed receipts for every agent action](https://github.com/openclaw/openclaw/issues/66477) — open
7957
  - [Issue #66474: [Feature]: Support Agent Discovery Protocol (/.well-known/agent-discovery.json)](https://github.com/openclaw/openclaw/issues/66474) — open
7958
 
7959
- ### `wujiaming88`
7960
-
7961
- - profile: [github.com/wujiaming88](https://github.com/wujiaming88)
7962
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Awujiaming88)
7963
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Awujiaming88)
7964
- - repo first seen: `2026-04-03T06:44:55Z`
7965
- - repo last seen: `2026-04-11T09:20:04Z`
7966
- - first seen in snapshot: **no**
7967
- - repo association: **NONE**
7968
- - repo primary artifacts: **3**
7969
- - snapshot authored PRs/issues: **1 PRs / 2 issues**
7970
- - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
7971
- - account age: **4323 days**
7972
- - recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
7973
- - public orgs: none visible
7974
- - compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
7975
- - heuristic read: **no visible non-self stars**
7976
-
7977
- Example artifacts:
7978
- - [PR #64733: fix: add timeout guard for pending tool tasks to prevent session deadlock](https://github.com/openclaw/openclaw/pull/64733) — open
7979
- - [Issue #62627: v2026.4.5: Missing optional dependencies for bundled channel plugins breaks all CLI commands](https://github.com/openclaw/openclaw/issues/62627) — closed
7980
- - [Issue #60113: TypeError: Cannot read properties of undefined (reading "replace") during embedded agent run (v2026.4.1)](https://github.com/openclaw/openclaw/issues/60113) — open
7981
-
7982
  ### `zeolenon`
7983
 
7984
  - profile: [github.com/zeolenon](https://github.com/zeolenon)
@@ -8421,6 +8348,28 @@ Example artifacts:
8421
  - [PR #65629: fix: user-facing Gemini auth errors + /connect_ai_subscription command](https://github.com/openclaw/openclaw/pull/65629) — open
8422
  - [Issue #63833: -](https://github.com/openclaw/openclaw/issues/63833) — closed
8423
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8424
  ### `fmercurio`
8425
 
8426
  - profile: [github.com/fmercurio](https://github.com/fmercurio)
@@ -9784,7 +9733,7 @@ Example artifacts:
9784
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aahbi1006-hue)
9785
  - repo first seen: `2026-04-18T07:30:52Z`
9786
  - repo last seen: `2026-04-18T07:30:52Z`
9787
- - first seen in snapshot: **yes**
9788
  - repo association: **NONE**
9789
  - repo primary artifacts: **1**
9790
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -10456,7 +10405,7 @@ Example artifacts:
10456
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ABruceMacD)
10457
  - repo first seen: `2026-01-31T06:12:37Z`
10458
  - repo last seen: `2026-04-18T07:59:12Z`
10459
- - first seen in snapshot: **yes**
10460
  - repo association: **CONTRIBUTOR**
10461
  - repo primary artifacts: **1**
10462
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -12893,7 +12842,7 @@ Example artifacts:
12893
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajuliopx)
12894
  - repo first seen: `2026-03-19T15:53:01Z`
12895
  - repo last seen: `2026-04-18T07:45:52Z`
12896
- - first seen in snapshot: **yes**
12897
  - repo association: **NONE**
12898
  - repo primary artifacts: **1**
12899
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -12914,7 +12863,7 @@ Example artifacts:
12914
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJuniperSling)
12915
  - repo first seen: `2026-04-18T07:51:44Z`
12916
  - repo last seen: `2026-04-18T07:51:44Z`
12917
- - first seen in snapshot: **yes**
12918
  - repo association: **NONE**
12919
  - repo primary artifacts: **1**
12920
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -13376,7 +13325,7 @@ Example artifacts:
13376
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aleonidas1712)
13377
  - repo first seen: `2026-04-18T07:30:02Z`
13378
  - repo last seen: `2026-04-18T07:30:02Z`
13379
- - first seen in snapshot: **yes**
13380
  - repo association: **NONE**
13381
  - repo primary artifacts: **1**
13382
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -14216,7 +14165,7 @@ Example artifacts:
14216
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Annlevy)
14217
  - repo first seen: `2026-04-18T08:00:14Z`
14218
  - repo last seen: `2026-04-18T08:00:14Z`
14219
- - first seen in snapshot: **yes**
14220
  - repo association: **NONE**
14221
  - repo primary artifacts: **1**
14222
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -15113,6 +15062,27 @@ Example artifacts:
15113
  Example artifacts:
15114
  - [PR #68356: alpha](https://github.com/openclaw/openclaw/pull/68356) — closed
15115
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
15116
  ### `Schnitzel`
15117
 
15118
  - profile: [github.com/Schnitzel](https://github.com/Schnitzel)
@@ -15204,7 +15174,7 @@ Example artifacts:
15204
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aseanniu93)
15205
  - repo first seen: `2026-04-18T07:23:52Z`
15206
  - repo last seen: `2026-04-18T07:23:52Z`
15207
- - first seen in snapshot: **yes**
15208
  - repo association: **NONE**
15209
  - repo primary artifacts: **1**
15210
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -16037,48 +16007,6 @@ Example artifacts:
16037
  Example artifacts:
16038
  - [PR #67047: fix(media): allow host-local CSV and Markdown uploads via Slack](https://github.com/openclaw/openclaw/pull/67047) — closed, merged
16039
 
16040
- ### `UnrealCake8`
16041
-
16042
- - profile: [github.com/UnrealCake8](https://github.com/UnrealCake8)
16043
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AUnrealCake8)
16044
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AUnrealCake8)
16045
- - repo first seen: `2026-04-11T09:01:33Z`
16046
- - repo last seen: `2026-04-11T09:22:59Z`
16047
- - first seen in snapshot: **no**
16048
- - repo association: **NONE**
16049
- - repo primary artifacts: **1**
16050
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
16051
- - snapshot discussion activity: **0 comments / 1 reviews / 1 review comments**
16052
- - account age: **433 days**
16053
- - recent public PR activity: **3 PRs** (2 merged / 1 closed-unmerged / 0 open; merged rate **67%**, closed-unmerged rate **33%**, open rate **0%**)
16054
- - public orgs: none visible
16055
- - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
16056
- - heuristic read: **no visible non-self stars**
16057
-
16058
- Example artifacts:
16059
- - [PR #64730: feat: add outbound rate limiting and dedup guard [AI has assisted with this proj]](https://github.com/openclaw/openclaw/pull/64730) — closed
16060
-
16061
- ### `velvet-shark`
16062
-
16063
- - profile: [github.com/velvet-shark](https://github.com/velvet-shark)
16064
- - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Avelvet-shark)
16065
- - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Avelvet-shark)
16066
- - repo first seen: `2026-01-03T22:46:36Z`
16067
- - repo last seen: `2026-04-11T09:17:07Z`
16068
- - first seen in snapshot: **no**
16069
- - repo association: **MEMBER**
16070
- - repo primary artifacts: **1**
16071
- - snapshot authored PRs/issues: **1 PRs / 0 issues**
16072
- - snapshot discussion activity: **50 comments / 0 reviews / 0 review comments**
16073
- - account age: **6060 days**
16074
- - recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
16075
- - public orgs: `openclaw`
16076
- - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
16077
- - heuristic read: **targets high-star repos**
16078
-
16079
- Example artifacts:
16080
- - [PR #64723: fix(google): omit unsupported numberOfVideos in Veo requests](https://github.com/openclaw/openclaw/pull/64723) — closed, merged
16081
-
16082
  ### `vipitec-neo`
16083
 
16084
  - profile: [github.com/vipitec-neo](https://github.com/vipitec-neo)
 
1
  # New Contributor Report: openclaw/openclaw
2
 
3
+ - Snapshot: `20260418T092036Z`
4
+ - Generated: `2026-04-18T09:22:25Z`
5
  - Activity window: `7d`
6
+ - Contributors: `715`
7
 
8
  ## Summary
9
 
 
13
  | `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 |
14
  | `vincentkoc` | [profile](https://github.com/vincentkoc) | no | MEMBER | 6420d | `2026-02-03T19:03:56Z` | 51 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
15
  | `hclsys` | [profile](https://github.com/hclsys) | no | CONTRIBUTOR | 4339d | `2026-01-29T06:32:51Z` | 39 | 0 | weak | low | high | very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
16
+ | `nightq` | [profile](https://github.com/nightq) | no | CONTRIBUTOR | 4825d | `2026-04-01T13:17:35Z` | 38 | 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` | 38 | 0 | weak | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 
18
  | `w-sss` | [profile](https://github.com/w-sss) | no | CONTRIBUTOR | 391d | `2026-03-16T09:14:04Z` | 34 | 0 | weak | low | low | high open PR share; targets high-star repos |
19
  | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 735d | `2026-03-03T03:34:57Z` | 31 | 11 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
20
  | `Takhoffman` | [profile](https://github.com/Takhoffman) | no | CONTRIBUTOR | 5455d | `2026-01-27T16:37:08Z` | 29 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
21
  | `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 27 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
22
+ | `kagura-agent` | [profile](https://github.com/kagura-agent) | no | CONTRIBUTOR | 32d | `2026-03-18T00:16:55Z` | 25 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
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
  | `Yanhu007` | [profile](https://github.com/Yanhu007) | no | CONTRIBUTOR | 4741d | `2026-04-10T13:40:56Z` | 22 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
25
  | `oraculoos` | [profile](https://github.com/oraculoos) | no | NONE | ?d | `2026-04-14T13:16:27Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
26
  | `jalehman` | [profile](https://github.com/jalehman) | no | CONTRIBUTOR | 5579d | `2026-01-05T21:51:45Z` | 19 | 0 | mixed | low | low | high recent PR volume; targets high-star repos |
27
+ | `obviyus` | [profile](https://github.com/obviyus) | no | CONTRIBUTOR | 3510d | `2026-01-04T13:17:28Z` | 19 | 0 | strong | low | low | targets high-star repos |
28
  | `omarshahine` | [profile](https://github.com/omarshahine) | no | CONTRIBUTOR | 4126d | `2026-02-20T03:30:56Z` | 18 | 10 | mixed | moderate | low | high recent PR volume; targets high-star repos |
29
  | `BunsDev` | [profile](https://github.com/BunsDev) | no | MEMBER | 2087d | `2026-02-07T11:32:40Z` | 18 | 0 | strong | moderate | low | high recent PR volume |
30
  | `mbelinky` | [profile](https://github.com/mbelinky) | no | CONTRIBUTOR | 1077d | `2026-02-08T09:07:45Z` | 18 | 0 | strong | low | low | targets high-star repos |
 
31
  | `coygeek` | [profile](https://github.com/coygeek) | no | CONTRIBUTOR | 2164d | `2026-01-31T03:06:37Z` | 17 | 19 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
32
  | `mcaxtr` | [profile](https://github.com/mcaxtr) | no | MEMBER | 4358d | `2026-02-04T01:45:00Z` | 17 | 5 | mixed | low | low | high open PR share; targets high-star repos |
33
  | `yozu` | [profile](https://github.com/yozu) | no | NONE | 5186d | `2026-04-07T11:36:48Z` | 16 | 1 | weak | low | low | high open PR share; targets high-star repos |
 
39
  | `ngutman` | [profile](https://github.com/ngutman) | no | MEMBER | 5146d | `2026-01-06T16:12:16Z` | 14 | 0 | strong | moderate | low | targets high-star repos |
40
  | `pgondhi987` | [profile](https://github.com/pgondhi987) | no | CONTRIBUTOR | 24d | `2026-04-09T04:56:14Z` | 14 | 0 | strong | low | medium | very new account; no visible non-self stars; targets high-star repos |
41
  | `tentacloos` | [profile](https://github.com/tentacloos) | no | NONE | 22d | `2026-04-14T13:17:10Z` | 14 | 0 | n/a | low | medium | very new account; no visible non-self stars |
42
+ | `MoerAI` | [profile](https://github.com/MoerAI) | no | CONTRIBUTOR | 3336d | `2026-02-23T01:38:58Z` | 13 | 0 | weak | low | low | high open PR share; targets high-star repos |
43
  | `Tianworld` | [profile](https://github.com/Tianworld) | no | CONTRIBUTOR | 2846d | `2026-03-24T16:13:35Z` | 13 | 0 | weak | low | low | high recent PR volume; high open PR share; no visible non-self stars; targets high-star repos |
44
  | `mushuiyu886` | [profile](https://github.com/mushuiyu886) | no | NONE | 37d | `2026-04-10T05:26:47Z` | 12 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
45
  | `openperf` | [profile](https://github.com/openperf) | no | MEMBER | 1860d | `2026-02-07T10:37:24Z` | 12 | 0 | mixed | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 
49
  | `Jimmy-xuzimo` | [profile](https://github.com/Jimmy-xuzimo) | no | CONTRIBUTOR | 1335d | `2026-02-25T14:46:20Z` | 10 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
50
  | `Linux2010` | [profile](https://github.com/Linux2010) | no | CONTRIBUTOR | 3021d | `2026-02-28T09:30:44Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
51
  | `lml2468` | [profile](https://github.com/lml2468) | no | CONTRIBUTOR | 2893d | `2026-03-03T11:34:24Z` | 10 | 0 | strong | low | low | high recent PR volume |
 
52
  | `Rohan5commit` | [profile](https://github.com/Rohan5commit) | no | CONTRIBUTOR | 580d | `2026-02-21T09:50:26Z` | 10 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
53
  | `pfrederiksen` | [profile](https://github.com/pfrederiksen) | no | NONE | 5392d | `2026-04-14T16:42:04Z` | 9 | 4 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
54
  | `stainlu` | [profile](https://github.com/stainlu) | no | CONTRIBUTOR | 1364d | `2026-04-08T01:24:20Z` | 9 | 1 | weak | low | low | high open PR share; targets high-star repos |
55
  | `VACInc` | [profile](https://github.com/VACInc) | no | CONTRIBUTOR | 4839d | `2026-01-06T03:04:41Z` | 9 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
56
+ | `Bartok9` | [profile](https://github.com/Bartok9) | no | CONTRIBUTOR | 70d | `2026-02-27T18:48:49Z` | 9 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
57
  | `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2026-01-16T21:59:54Z` | 9 | 0 | n/a | n/a | n/a | summary unavailable |
58
  | `lawrence3699` | [profile](https://github.com/lawrence3699) | no | CONTRIBUTOR | 135d | `2026-04-06T08:25:15Z` | 9 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
59
  | `MonkeyLeeT` | [profile](https://github.com/MonkeyLeeT) | no | CONTRIBUTOR | 4437d | `2026-03-02T15:37:21Z` | 9 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
62
  | `xinmotlanthua` | [profile](https://github.com/xinmotlanthua) | no | CONTRIBUTOR | ?d | `2026-04-14T03:17:52Z` | 9 | 0 | n/a | n/a | n/a | summary unavailable |
63
  | `yqli2420` | [profile](https://github.com/yqli2420) | no | CONTRIBUTOR | 3910d | `2026-04-13T18:44:19Z` | 9 | 0 | weak | low | low | high open PR share; targets high-star repos |
64
  | `zqchris` | [profile](https://github.com/zqchris) | no | CONTRIBUTOR | 4718d | `2026-03-01T13:09:15Z` | 8 | 5 | weak | low | low | high open PR share; targets high-star repos |
65
+ | `jetd1` | [profile](https://github.com/jetd1) | no | CONTRIBUTOR | 3810d | `2026-04-09T03:07:08Z` | 8 | 2 | weak | low | low | high open PR share; targets high-star repos |
66
  | `zhouhe-xydt` | [profile](https://github.com/zhouhe-xydt) | no | CONTRIBUTOR | 44d | `2026-03-10T08:57:32Z` | 8 | 2 | weak | low | medium | very new account; high open PR share; targets high-star repos |
67
  | `loongfay` | [profile](https://github.com/loongfay) | no | NONE | 3732d | `2026-04-15T14:58:37Z` | 8 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
68
  | `Angfr95` | [profile](https://github.com/Angfr95) | no | NONE | 641d | `2026-04-14T04:39:29Z` | 8 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 
69
  | `draix` | [profile](https://github.com/draix) | no | NONE | 5822d | `2026-04-12T04:34:31Z` | 8 | 0 | weak | moderate | low | high recent PR volume; high open PR share |
70
  | `duqaXxX` | [profile](https://github.com/duqaXxX) | no | CONTRIBUTOR | 4000d | `2026-04-09T23:20:27Z` | 8 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
71
  | `jlapenna` | [profile](https://github.com/jlapenna) | no | CONTRIBUTOR | 6304d | `2026-04-03T04:12:38Z` | 8 | 0 | weak | low | low | high open PR share |
 
73
  | `onutc` | [profile](https://github.com/onutc) | no | CONTRIBUTOR | 874d | `2026-01-08T12:30:20Z` | 8 | 0 | strong | low | low | targets high-star repos |
74
  | `OwenYWT` | [profile](https://github.com/OwenYWT) | no | CONTRIBUTOR | 1471d | `2026-04-10T09:45:23Z` | 8 | 0 | weak | low | low | high open PR share; targets high-star repos |
75
  | `mjamiv` | [profile](https://github.com/mjamiv) | no | CONTRIBUTOR | 977d | `2026-04-08T18:58:33Z` | 7 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 
76
  | `asakir44` | [profile](https://github.com/asakir44) | no | NONE | 440d | `2026-04-13T14:53:54Z` | 7 | 1 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
77
  | `martingarramon` | [profile](https://github.com/martingarramon) | no | CONTRIBUTOR | 49d | `2026-03-21T22:50:34Z` | 7 | 1 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
78
  | `nxmxbbd` | [profile](https://github.com/nxmxbbd) | no | CONTRIBUTOR | 6373d | `2026-03-05T20:12:25Z` | 7 | 1 | n/a | low | low | no visible non-self stars |
 
100
  | `stanleeyY` | [profile](https://github.com/stanleeyY) | no | NONE | 4751d | `2026-04-13T16:15:57Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
101
  | `ZehanXu-Doncic` | [profile](https://github.com/ZehanXu-Doncic) | no | NONE | 43d | `2026-04-13T08:06:37Z` | 6 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
102
  | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
103
+ | `lyfuci` | [profile](https://github.com/lyfuci) | no | NONE | 3970d | `2026-03-04T12:15:50Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
104
  | `rmfalco89` | [profile](https://github.com/rmfalco89) | no | NONE | 4592d | `2026-02-08T21:18:55Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
105
  | `sliverp` | [profile](https://github.com/sliverp) | no | MEMBER | 2933d | `2026-02-06T14:44:05Z` | 5 | 1 | mixed | low | low | targets high-star repos |
106
+ | `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 5 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
107
  | `defonota3box` | [profile](https://github.com/defonota3box) | no | NONE | 121d | `2026-04-13T22:54:16Z` | 5 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
108
  | `joshavant` | [profile](https://github.com/joshavant) | no | CONTRIBUTOR | 5430d | `2026-02-19T23:12:53Z` | 5 | 0 | strong | low | low | targets high-star repos |
109
  | `plgonzalezrx8` | [profile](https://github.com/plgonzalezrx8) | no | CONTRIBUTOR | 3595d | `2026-01-31T01:53:17Z` | 5 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 
118
  | `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 |
119
  | `Joel-Claw` | [profile](https://github.com/Joel-Claw) | no | NONE | 7d | `2026-04-14T17:55:10Z` | 4 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
120
  | `joelnishanth` | [profile](https://github.com/joelnishanth) | no | CONTRIBUTOR | 1003d | `2026-02-24T01:34:00Z` | 4 | 1 | strong | low | low | targets high-star repos |
 
121
  | `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 |
 
122
  | `altaywtf` | [profile](https://github.com/altaywtf) | no | MEMBER | 4168d | `2026-03-01T16:30:13Z` | 4 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 
123
  | `bde1` | [profile](https://github.com/bde1) | no | CONTRIBUTOR | ?d | `2026-04-11T14:50:02Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
124
  | `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 |
125
  | `bulutmuf` | [profile](https://github.com/bulutmuf) | no | NONE | 340d | `2026-04-15T13:34:46Z` | 4 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
 
148
  | `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 |
149
  | `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 |
150
  | `jarimustonen` | [profile](https://github.com/jarimustonen) | no | CONTRIBUTOR | 5232d | `2026-03-18T15:12:36Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
151
+ | `jasonmakr` | [profile](https://github.com/jasonmakr) | no | NONE | 39d | `2026-04-18T02:14:36Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
152
  | `johnturek` | [profile](https://github.com/johnturek) | no | NONE | 6271d | `2026-04-14T03:23:25Z` | 3 | 0 | mixed | low | low | — |
153
  | `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 |
154
  | `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 |
 
157
  | `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 |
158
  | `Ricardo-M-L` | [profile](https://github.com/Ricardo-M-L) | no | NONE | 2080d | `2026-04-11T13:13:57Z` | 3 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
159
  | `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 |
 
160
  | `xudaiyanzi` | [profile](https://github.com/xudaiyanzi) | no | NONE | 2751d | `2026-04-14T20:23:42Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
161
  | `YangManBOBO` | [profile](https://github.com/YangManBOBO) | no | NONE | 827d | `2026-03-03T01:36:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
162
  | `slepybear` | [profile](https://github.com/slepybear) | no | CONTRIBUTOR | 1386d | `2026-04-09T16:25:21Z` | 19 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
166
  | `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 |
167
  | `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 |
168
  | `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 |
169
+ | `web3blind` | [profile](https://github.com/web3blind) | no | NONE | 46d | `2026-03-21T14:20:44Z` | 4 | 1 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
170
  | `leonardsellem` | [profile](https://github.com/leonardsellem) | no | CONTRIBUTOR | 4992d | `2026-04-10T10:47:02Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
171
  | `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 |
172
  | `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 |
 
216
  | `geekhuashan` | [profile](https://github.com/geekhuashan) | no | CONTRIBUTOR | 2635d | `2026-03-12T01:17:49Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
217
  | `IshanDaga` | [profile](https://github.com/IshanDaga) | no | NONE | 4222d | `2026-04-13T19:01:38Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
218
  | `iubns` | [profile](https://github.com/iubns) | no | NONE | 4512d | `2026-03-17T18:37:20Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 
219
  | `jkf87` | [profile](https://github.com/jkf87) | no | NONE | 3258d | `2026-04-11T13:41:30Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
220
  | `JQRobert` | [profile](https://github.com/JQRobert) | no | NONE | 46d | `2026-04-13T05:33:05Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
221
  | `jquadrino` | [profile](https://github.com/jquadrino) | no | NONE | 533d | `2026-02-21T06:24:49Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
262
  | `extrasmall0` | [profile](https://github.com/extrasmall0) | no | CONTRIBUTOR | 77d | `2026-03-07T15:35:58Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
263
  | `monsonego` | [profile](https://github.com/monsonego) | no | NONE | 701d | `2026-04-07T12:27:49Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
264
  | `wirjo` | [profile](https://github.com/wirjo) | no | CONTRIBUTOR | 5970d | `2026-04-06T11:49:31Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
265
  | `kakahu2015` | [profile](https://github.com/kakahu2015) | no | CONTRIBUTOR | 3678d | `2026-02-26T12:42:25Z` | 3 | 1 | weak | low | low | high open PR share; targets high-star repos |
266
  | `ayeshakhalid192007-dev` | [profile](https://github.com/ayeshakhalid192007-dev) | no | NONE | 172d | `2026-04-02T13:08:35Z` | 3 | 0 | weak | moderate | medium | young account; high open PR share |
267
  | `cedillarack` | [profile](https://github.com/cedillarack) | no | NONE | 61d | `2026-02-17T04:29:03Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 
319
  | `parasol-aser` | [profile](https://github.com/parasol-aser) | no | NONE | 4782d | `2026-04-09T22:55:43Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
320
  | `protomota` | [profile](https://github.com/protomota) | no | NONE | 5291d | `2026-03-19T16:36:32Z` | 1 | 2 | n/a | low | low | no visible non-self stars |
321
  | `walkojas-boop` | [profile](https://github.com/walkojas-boop) | no | NONE | 62d | `2026-04-14T09:55:31Z` | 1 | 2 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 
322
  | `zeolenon` | [profile](https://github.com/zeolenon) | no | NONE | 2260d | `2026-03-15T10:24:08Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
323
  | `zhulijin1991` | [profile](https://github.com/zhulijin1991) | no | NONE | 721d | `2026-04-11T23:56:13Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
324
  | `0riginal-claw` | [profile](https://github.com/0riginal-claw) | no | NONE | 42d | `2026-04-14T10:11:04Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 
339
  | `Dodo1021` | [profile](https://github.com/Dodo1021) | no | NONE | 659d | `2026-03-24T00:01:31Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
340
  | `earon-han` | [profile](https://github.com/earon-han) | no | NONE | 117d | `2026-04-16T09:54:34Z` | 1 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
341
  | `epanonymous` | [profile](https://github.com/epanonymous) | no | NONE | 1621d | `2026-01-31T02:07:36Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
342
+ | `Feelw00` | [profile](https://github.com/Feelw00) | yes | NONE | 2690d | `2026-04-08T11:13:23Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
343
  | `fmercurio` | [profile](https://github.com/fmercurio) | no | CONTRIBUTOR | 3818d | `2026-02-20T17:19:44Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
344
  | `fredguile` | [profile](https://github.com/fredguile) | no | NONE | 5894d | `2026-04-12T15:58:55Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs |
345
  | `ghoc0099` | [profile](https://github.com/ghoc0099) | no | NONE | 35d | `2026-04-12T18:49:23Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 
402
  | `adapepper` | [profile](https://github.com/adapepper) | no | NONE | 71d | `2026-04-15T23:40:57Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
403
  | `agent-merkava` | [profile](https://github.com/agent-merkava) | no | NONE | 50d | `2026-04-15T21:25:47Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
404
  | `Agnuxo1` | [profile](https://github.com/Agnuxo1) | no | NONE | 741d | `2026-02-18T13:21:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
405
+ | `ahbi1006-hue` | [profile](https://github.com/ahbi1006-hue) | no | NONE | 12d | `2026-04-18T07:30:52Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
406
  | `aimqwest` | [profile](https://github.com/aimqwest) | no | NONE | 3904d | `2026-04-11T15:27:38Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
407
  | `AlainSainteCroix` | [profile](https://github.com/AlainSainteCroix) | no | NONE | 631d | `2026-04-16T20:37:03Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
408
  | `alex-latitude` | [profile](https://github.com/alex-latitude) | no | NONE | 323d | `2026-04-13T22:11:34Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 
434
  | `bogdanovich` | [profile](https://github.com/bogdanovich) | no | NONE | 4623d | `2026-04-12T03:44:21Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
435
  | `BowieSequoia` | [profile](https://github.com/BowieSequoia) | no | NONE | 13d | `2026-04-16T22:01:14Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
436
  | `brospan` | [profile](https://github.com/brospan) | no | NONE | 515d | `2026-04-15T14:27:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
437
+ | `BruceMacD` | [profile](https://github.com/BruceMacD) | no | CONTRIBUTOR | 4547d | `2026-01-31T06:12:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
438
  | `bryanpearson` | [profile](https://github.com/bryanpearson) | no | NONE | 5384d | `2026-03-12T20:19:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
439
  | `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 |
440
  | `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 |
 
550
  | `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 |
551
  | `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 |
552
  | `josmithiii` | [profile](https://github.com/josmithiii) | no | NONE | 4984d | `2026-04-14T06:34:16Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
553
+ | `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 |
554
+ | `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 |
555
  | `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 |
556
  | `kangjinghang` | [profile](https://github.com/kangjinghang) | no | NONE | 3038d | `2026-04-15T05:39:38Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
557
  | `kantorcodes` | [profile](https://github.com/kantorcodes) | no | NONE | 4520d | `2026-04-13T00:51:30Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 
573
  | `lanyasheng` | [profile](https://github.com/lanyasheng) | no | NONE | 3483d | `2026-03-12T16:41:45Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
574
  | `laopuhuluwa` | [profile](https://github.com/laopuhuluwa) | no | CONTRIBUTOR | 66d | `2026-02-20T11:19:44Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
575
  | `LaurentMazare` | [profile](https://github.com/LaurentMazare) | no | NONE | 5331d | `2026-04-11T18:11:55Z` | 1 | 0 | mixed | moderate | low | — |
576
+ | `leonidas1712` | [profile](https://github.com/leonidas1712) | no | NONE | 3582d | `2026-04-18T07:30:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
577
  | `liemrich` | [profile](https://github.com/liemrich) | no | NONE | 2215d | `2026-04-16T01:38:06Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
578
  | `lightning-openclaw` | [profile](https://github.com/lightning-openclaw) | no | NONE | 49d | `2026-04-12T09:57:06Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
579
  | `likewen-tech` | [profile](https://github.com/likewen-tech) | no | NONE | 477d | `2026-04-17T13:44:27Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 
613
  | `nikilster` | [profile](https://github.com/nikilster) | no | NONE | 5275d | `2026-04-11T23:06:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
614
  | `nir-insuretax` | [profile](https://github.com/nir-insuretax) | no | NONE | 38d | `2026-03-17T10:08:50Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
615
  | `njiangk` | [profile](https://github.com/njiangk) | no | NONE | 2447d | `2026-04-14T01:54:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
616
+ | `nnlevy` | [profile](https://github.com/nnlevy) | no | NONE | 5883d | `2026-04-18T08:00:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
617
  | `noahclanman` | [profile](https://github.com/noahclanman) | no | NONE | 1894d | `2026-04-13T10:01:58Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
618
  | `nufnaf` | [profile](https://github.com/nufnaf) | no | NONE | 4823d | `2026-04-16T12:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
619
  | `OFABLE` | [profile](https://github.com/OFABLE) | no | NONE | 2161d | `2026-04-17T14:06:48Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
656
  | `saamuelng601-pixel` | [profile](https://github.com/saamuelng601-pixel) | no | CONTRIBUTOR | 7d | `2026-04-15T03:46:53Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
657
  | `sagarpswc` | [profile](https://github.com/sagarpswc) | no | NONE | 164d | `2026-04-13T09:31:42Z` | 1 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
658
  | `samimjafari` | [profile](https://github.com/samimjafari) | no | NONE | 728d | `2026-04-18T01:57:49Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
659
+ | `scaraude` | [profile](https://github.com/scaraude) | yes | NONE | 2288d | `2026-04-18T08:34:12Z` | 1 | 0 | weak | low | low | high open PR share |
660
  | `Schnitzel` | [profile](https://github.com/Schnitzel) | no | NONE | 5469d | `2026-02-04T14:12:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
661
  | `scott-my` | [profile](https://github.com/scott-my) | no | NONE | 272d | `2026-04-15T10:38:40Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
662
  | `scotthuang` | [profile](https://github.com/scotthuang) | no | CONTRIBUTOR | 5107d | `2026-03-01T03:31:44Z` | 1 | 0 | strong | low | low | targets high-star repos |
663
  | `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 |
664
+ | `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 |
665
  | `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 |
666
  | `shakkernerd` | [profile](https://github.com/shakkernerd) | no | MEMBER | 749d | `2026-01-26T14:21:30Z` | 1 | 0 | strong | low | low | 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 |
 
701
  | `TrueNorth49` | [profile](https://github.com/TrueNorth49) | no | NONE | 573d | `2026-04-13T07:46:32Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
702
  | `Tuarisa` | [profile](https://github.com/Tuarisa) | no | NONE | 4909d | `2026-04-17T18:27:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
703
  | `Unayung` | [profile](https://github.com/Unayung) | no | CONTRIBUTOR | 5054d | `2026-02-12T00:36:52Z` | 1 | 0 | strong | low | low | targets high-star repos |
 
 
704
  | `vipitec-neo` | [profile](https://github.com/vipitec-neo) | no | NONE | 64d | `2026-04-14T13:24:54Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
705
  | `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 |
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 |
 
822
  - [PR #68324: fix(plugins): enable native jiti for doctor-contract loader to cut status cold-start ~13s](https://github.com/openclaw/openclaw/pull/68324) — open
823
  - [PR #68270: fix(ollama): allow baseUrl in plugin configSchema to match what the provider code already reads](https://github.com/openclaw/openclaw/pull/68270) — open
824
 
825
+ ### `nightq`
826
+
827
+ - profile: [github.com/nightq](https://github.com/nightq)
828
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anightq)
829
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anightq)
830
+ - repo first seen: `2026-04-01T13:17:35Z`
831
+ - repo last seen: `2026-04-18T08:20:34Z`
832
+ - first seen in snapshot: **no**
833
+ - repo association: **CONTRIBUTOR**
834
+ - repo primary artifacts: **39**
835
+ - snapshot authored PRs/issues: **38 PRs / 1 issues**
836
+ - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
837
+ - account age: **4825 days**
838
+ - recent public PR activity: **116 PRs** (1 merged / 69 closed-unmerged / 46 open; merged rate **1%**, closed-unmerged rate **59%**, open rate **40%**)
839
+ - public orgs: none visible
840
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
841
+ - heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
842
+
843
+ Example artifacts:
844
+ - [PR #68469: fix(browser): allow attachOnly profiles retry window for CDP connection](https://github.com/openclaw/openclaw/pull/68469) — open
845
+ - [PR #68422: fix(ui): constrain web chat width to 920px for better readability](https://github.com/openclaw/openclaw/pull/68422) — open
846
+ - [PR #68348: fix: use native loading for doctor contract API to speed up status command](https://github.com/openclaw/openclaw/pull/68348) — open
847
+ - [Issue #59034: [macOS] screen.record command not available on node](https://github.com/openclaw/openclaw/issues/59034) — open
848
+
849
  ### `neeravmakwana`
850
 
851
  - profile: [github.com/neeravmakwana](https://github.com/neeravmakwana)
 
869
  - [PR #68351: fix(openrouter): surface reasoning_details visible-text as user output (#68261)](https://github.com/openclaw/openclaw/pull/68351) — closed
870
  - [PR #68349: Ollama: honor Modelfile num_ctx and auto-detect tool support](https://github.com/openclaw/openclaw/pull/68349) — open
871
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
872
  ### `w-sss`
873
 
874
  - profile: [github.com/w-sss](https://github.com/w-sss)
 
972
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akagura-agent)
973
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akagura-agent)
974
  - repo first seen: `2026-03-18T00:16:55Z`
975
+ - repo last seen: `2026-04-18T09:17:30Z`
976
  - first seen in snapshot: **no**
977
  - repo association: **CONTRIBUTOR**
978
+ - repo primary artifacts: **32**
979
+ - snapshot authored PRs/issues: **25 PRs / 7 issues**
980
  - snapshot discussion activity: **38 comments / 0 reviews / 0 review comments**
981
  - account age: **32 days**
982
  - recent public PR activity: **108 PRs** (51 merged / 12 closed-unmerged / 45 open; merged rate **47%**, closed-unmerged rate **11%**, open rate **42%**)
 
985
  - heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
986
 
987
  Example artifacts:
988
+ - [PR #68490: fix: exclude volatile inbound metadata from extraSystemPromptHash](https://github.com/openclaw/openclaw/pull/68490) — open
989
  - [PR #68448: fix: prioritize explicit provider config over model ID prefix parsing](https://github.com/openclaw/openclaw/pull/68448) — open
990
  - [PR #68382: fix(plugins): preserve existing capability during plugin cache state restore](https://github.com/openclaw/openclaw/pull/68382) — open
 
991
  - [Issue #68123: feat: allow cron tasks to opt out of main session notification](https://github.com/openclaw/openclaw/issues/68123) — open
992
  - [Issue #66576: [Feature]: Configurable workspace file inclusion/exclusion (bootstrapFiles)](https://github.com/openclaw/openclaw/issues/66576) — open
993
  - [Issue #66399: Process supervisor: graceful signal escalation and drain timeout for exec tool](https://github.com/openclaw/openclaw/issues/66399) — open
 
1085
  - [PR #67827: docs: unify duplicated 2026.4.15-beta.1 changelog block](https://github.com/openclaw/openclaw/pull/67827) — closed, merged
1086
  - [PR #67824: Update contributor details for Josh Lehman](https://github.com/openclaw/openclaw/pull/67824) — closed, merged
1087
 
1088
+ ### `obviyus`
1089
+
1090
+ - profile: [github.com/obviyus](https://github.com/obviyus)
1091
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aobviyus)
1092
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aobviyus)
1093
+ - repo first seen: `2026-01-04T13:17:28Z`
1094
+ - repo last seen: `2026-04-18T09:14:55Z`
1095
+ - first seen in snapshot: **no**
1096
+ - repo association: **CONTRIBUTOR**
1097
+ - repo primary artifacts: **19**
1098
+ - snapshot authored PRs/issues: **19 PRs / 0 issues**
1099
+ - snapshot discussion activity: **525 comments / 47 reviews / 4 review comments**
1100
+ - account age: **3510 days**
1101
+ - recent public PR activity: **16 PRs** (15 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
1102
+ - public orgs: `UplauseApp`
1103
+ - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
1104
+ - heuristic read: **targets high-star repos**
1105
+
1106
+ Example artifacts:
1107
+ - [PR #68482: fix(cron): keep message tool when delivery is none](https://github.com/openclaw/openclaw/pull/68482) — closed, merged
1108
+ - [PR #67993: fix(telegram): clear compaction replay after visible boundaries](https://github.com/openclaw/openclaw/pull/67993) — closed, merged
1109
+ - [PR #67991: fix(reply): preserve post-stream error payloads](https://github.com/openclaw/openclaw/pull/67991) — closed, merged
1110
+
1111
  ### `omarshahine`
1112
 
1113
  - profile: [github.com/omarshahine](https://github.com/omarshahine)
 
1180
  - [PR #66140: [codex] fix(ui): guard dreaming wiki plugin calls](https://github.com/openclaw/openclaw/pull/66140) — closed, merged
1181
  - [PR #66139: fix(memory-core): run Dreaming once per cron schedule](https://github.com/openclaw/openclaw/pull/66139) — closed, merged
1182
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1183
  ### `coygeek`
1184
 
1185
  - profile: [github.com/coygeek](https://github.com/coygeek)
 
1443
  - [PR #66825: fix(#66806): Allow Anthropic-only setups to work without OpenAI credentials](https://github.com/openclaw/openclaw/pull/66825) — closed
1444
  - [PR #66823: fix(infra): general stability and performance improvements](https://github.com/openclaw/openclaw/pull/66823) — closed
1445
 
1446
+ ### `MoerAI`
1447
+
1448
+ - profile: [github.com/MoerAI](https://github.com/MoerAI)
1449
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AMoerAI)
1450
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AMoerAI)
1451
+ - repo first seen: `2026-02-23T01:38:58Z`
1452
+ - repo last seen: `2026-04-18T09:17:51Z`
1453
+ - first seen in snapshot: **no**
1454
+ - repo association: **CONTRIBUTOR**
1455
+ - repo primary artifacts: **13**
1456
+ - snapshot authored PRs/issues: **13 PRs / 0 issues**
1457
+ - snapshot discussion activity: **68 comments / 8 reviews / 8 review comments**
1458
+ - account age: **3336 days**
1459
+ - recent public PR activity: **24 PRs** (1 merged / 8 closed-unmerged / 15 open; merged rate **4%**, closed-unmerged rate **33%**, open rate **62%**)
1460
+ - public orgs: `el-embedded-linux`, `SpecailForces`, `Neuro-AI-Lab`
1461
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
1462
+ - heuristic read: **high open PR share; targets high-star repos**
1463
+
1464
+ Example artifacts:
1465
+ - [PR #68491: fix(feishu): prevent duplicate message after streaming card close (#67791)](https://github.com/openclaw/openclaw/pull/68491) — open
1466
+ - [PR #68485: fix(minimax): enable image input for M2.7 models in provider catalog (#65424)](https://github.com/openclaw/openclaw/pull/68485) — open
1467
+ - [PR #67437: fix(bluebubbles): retry attachment fetch when webhook arrives with empty array (#65430)](https://github.com/openclaw/openclaw/pull/67437) — closed
1468
+
1469
  ### `Tianworld`
1470
 
1471
  - profile: [github.com/Tianworld](https://github.com/Tianworld)
 
1673
  - [PR #66276: fix(cli): prevent process hang after gateway RPC commands (#66227)](https://github.com/openclaw/openclaw/pull/66276) — open
1674
  - [PR #65989: fix: guard against null job.state in cron list and startup paths](https://github.com/openclaw/openclaw/pull/65989) — open
1675
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1676
  ### `Rohan5commit`
1677
 
1678
  - profile: [github.com/Rohan5commit](https://github.com/Rohan5commit)
 
1770
  - [PR #65537: [codex] Fix native /status runtime resolution](https://github.com/openclaw/openclaw/pull/65537) — closed, draft
1771
  - [Issue #61936: [Feature]: Allow dreaming with external memory slot plugins](https://github.com/openclaw/openclaw/issues/61936) — closed
1772
 
1773
+ ### `Bartok9`
1774
+
1775
+ - profile: [github.com/Bartok9](https://github.com/Bartok9)
1776
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ABartok9)
1777
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ABartok9)
1778
+ - repo first seen: `2026-02-27T18:48:49Z`
1779
+ - repo last seen: `2026-04-18T08:43:20Z`
1780
+ - first seen in snapshot: **no**
1781
+ - repo association: **CONTRIBUTOR**
1782
+ - repo primary artifacts: **9**
1783
+ - snapshot authored PRs/issues: **9 PRs / 0 issues**
1784
+ - snapshot discussion activity: **21 comments / 0 reviews / 0 review comments**
1785
+ - account age: **70 days**
1786
+ - recent public PR activity: **15 PRs** (2 merged / 6 closed-unmerged / 7 open; merged rate **13%**, closed-unmerged rate **40%**, open rate **47%**)
1787
+ - public orgs: none visible
1788
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
1789
+ - heuristic read: **very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos**
1790
+
1791
+ Example artifacts:
1792
+ - [PR #68480: fix(active-memory): raise timeoutMs ceiling from 60s to 120s](https://github.com/openclaw/openclaw/pull/68480) — open
1793
+ - [PR #68047: fix(gateway): extend image-support name fallback to direct anthropic provider](https://github.com/openclaw/openclaw/pull/68047) — open
1794
+ - [PR #67591: fix(session): clear auto-fallback model overrides on /new and /reset](https://github.com/openclaw/openclaw/pull/67591) — open
1795
+
1796
  ### `dependabot[bot]`
1797
 
1798
  - profile: [github.com/dependabot[bot]](https://github.com/dependabot[bot])
 
1982
  - [Issue #33377: BlueBubbles: voice messages sent as file attachments instead of iMessage voice bubbles](https://github.com/openclaw/openclaw/issues/33377) — closed
1983
  - [Issue #31846: Ollama auto-discovery causes connection storm when target is unreachable (no backoff/caching)](https://github.com/openclaw/openclaw/issues/31846) — closed
1984
 
1985
+ ### `jetd1`
1986
+
1987
+ - profile: [github.com/jetd1](https://github.com/jetd1)
1988
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajetd1)
1989
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajetd1)
1990
+ - repo first seen: `2026-04-09T03:07:08Z`
1991
+ - repo last seen: `2026-04-18T09:14:49Z`
1992
+ - first seen in snapshot: **no**
1993
+ - repo association: **CONTRIBUTOR**
1994
+ - repo primary artifacts: **10**
1995
+ - snapshot authored PRs/issues: **8 PRs / 2 issues**
1996
+ - snapshot discussion activity: **6 comments / 28 reviews / 28 review comments**
1997
+ - account age: **3810 days**
1998
+ - recent public PR activity: **9 PRs** (1 merged / 3 closed-unmerged / 5 open; merged rate **11%**, closed-unmerged rate **33%**, open rate **56%**)
1999
+ - public orgs: none visible
2000
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
2001
+ - heuristic read: **high open PR share; targets high-star repos**
2002
+
2003
+ Example artifacts:
2004
+ - [PR #68474: fix: skip SDK retry on 429 with long retry-after across providers](https://github.com/openclaw/openclaw/pull/68474) — open
2005
+ - [PR #65222: fix(telegram): bypass grammY sequential key for interrupt/steer message delivery](https://github.com/openclaw/openclaw/pull/65222) — open
2006
+ - [PR #65221: fix: resolve interrupt scheduling race between embedded run and ReplyOperation registries](https://github.com/openclaw/openclaw/pull/65221) — open
2007
+ - [Issue #65223: Design: tool abort signal handling and framework-level execution interruption](https://github.com/openclaw/openclaw/issues/65223) — open
2008
+ - [Issue #64951: Inbound debouncer keyChains re-serializes steer messages, making per-message grammY keys ineffective](https://github.com/openclaw/openclaw/issues/64951) — closed
2009
+
2010
  ### `zhouhe-xydt`
2011
 
2012
  - profile: [github.com/zhouhe-xydt](https://github.com/zhouhe-xydt)
 
2079
  - [PR #67124: fix(gateway): skip scope-upgrade pairing for unpaired local backend clients](https://github.com/openclaw/openclaw/pull/67124) — open
2080
  - [PR #66594: fix(gateway): register chat run on agent start and enable provider hooks during model warmup](https://github.com/openclaw/openclaw/pull/66594) — open
2081
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2082
  ### `draix`
2083
 
2084
  - profile: [github.com/draix](https://github.com/draix)
 
2243
  - [Issue #65526: [Feature]: auto-propagate proxy env vars to MCP stdio server child processes](https://github.com/openclaw/openclaw/issues/65526) — open
2244
  - [Issue #65525: [Bug]: MCP stdio servers don't inherit NODE_OPTIONS — breaks proxy-only sandbox environments](https://github.com/openclaw/openclaw/issues/65525) — open
2245
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2246
  ### `asakir44`
2247
 
2248
  - profile: [github.com/asakir44](https://github.com/asakir44)
 
2874
  - [Issue #65715: anthropic-vertex models missing after upgrade to 2026.4.11](https://github.com/openclaw/openclaw/issues/65715) — open
2875
  - [Issue #61717: [Feature]: Add GitHub Copilot as memory search embedding provider](https://github.com/openclaw/openclaw/issues/61717) — closed
2876
 
2877
+ ### `lyfuci`
2878
+
2879
+ - profile: [github.com/lyfuci](https://github.com/lyfuci)
2880
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alyfuci)
2881
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alyfuci)
2882
+ - repo first seen: `2026-03-04T12:15:50Z`
2883
+ - repo last seen: `2026-04-18T08:53:24Z`
2884
+ - first seen in snapshot: **no**
2885
+ - repo association: **NONE**
2886
+ - repo primary artifacts: **6**
2887
+ - snapshot authored PRs/issues: **5 PRs / 1 issues**
2888
+ - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
2889
+ - account age: **3970 days**
2890
+ - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
2891
+ - public orgs: none visible
2892
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
2893
+ - heuristic read: **high open PR share; targets high-star repos**
2894
+
2895
+ Example artifacts:
2896
+ - [PR #68483: logging/redact: add machine-readable marker on agent-visible redacted tool output](https://github.com/openclaw/openclaw/pull/68483) — open
2897
+ - [PR #68430: extensions/acpx: expose probeAgent config so non-codex ACP stacks stay available](https://github.com/openclaw/openclaw/pull/68430) — open
2898
+ - [PR #68400: daemon/systemd: distinguish WSL user D-Bus socket missing from missing systemctl](https://github.com/openclaw/openclaw/pull/68400) — open
2899
+ - [Issue #34401: google-gemini-cli-auth: OAuth token exchange fails behind proxy (fetchWithSsrFGuard uses createPinnedDispatcher instead of EnvHttpProxyAgent)](https://github.com/openclaw/openclaw/issues/34401) — open
2900
+
2901
  ### `rmfalco89`
2902
 
2903
  - profile: [github.com/rmfalco89](https://github.com/rmfalco89)
 
2946
  - [PR #65827: fix: align timestampOptsFromConfig test with resolveUserTimezone UTC fallback](https://github.com/openclaw/openclaw/pull/65827) — closed
2947
  - [Issue #64138: All plugin skills fail to load: dist-runtime symlinks break realpath() containment check](https://github.com/openclaw/openclaw/issues/64138) — closed
2948
 
2949
+ ### `armorbreak001`
2950
+
2951
+ - profile: [github.com/armorbreak001](https://github.com/armorbreak001)
2952
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aarmorbreak001)
2953
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aarmorbreak001)
2954
+ - repo first seen: `2026-04-16T01:31:19Z`
2955
+ - repo last seen: `2026-04-18T08:48:21Z`
2956
+ - first seen in snapshot: **no**
2957
+ - repo association: **NONE**
2958
+ - repo primary artifacts: **5**
2959
+ - snapshot authored PRs/issues: **5 PRs / 0 issues**
2960
+ - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
2961
+ - account age: **7 days**
2962
+ - recent public PR activity: **145 PRs** (8 merged / 23 closed-unmerged / 114 open; merged rate **6%**, closed-unmerged rate **16%**, open rate **79%**)
2963
+ - public orgs: none visible
2964
+ - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
2965
+ - heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars**
2966
+
2967
+ Example artifacts:
2968
+ - [PR #68481: fix(auto-reply): don't drop URL messages when link-understanding import fails](https://github.com/openclaw/openclaw/pull/68481) — open
2969
+ - [PR #67765: fix(cron): loud error when payload.model silently falls back to wrong provider (#67756)](https://github.com/openclaw/openclaw/pull/67765) — closed
2970
+ - [PR #67531: fix: guard against undefined trim() crashes in onboard QuickStart flow](https://github.com/openclaw/openclaw/pull/67531) — open
2971
+
2972
  ### `defonota3box`
2973
 
2974
  - profile: [github.com/defonota3box](https://github.com/defonota3box)
 
3302
  - [PR #66663: fix: filter binary content from Telegram captions to prevent token explosion](https://github.com/openclaw/openclaw/pull/66663) — closed, merged
3303
  - [Issue #53941: docs: LiteLLM supply chain attack advisory (v1.82.7 / v1.82.8)](https://github.com/openclaw/openclaw/issues/53941) — open
3304
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3305
  ### `WayChan`
3306
 
3307
  - profile: [github.com/WayChan](https://github.com/WayChan)
 
3326
  - [PR #67223: fix(acp): reuse existing session key for persistent spawns with same label](https://github.com/openclaw/openclaw/pull/67223) — closed, draft
3327
  - [Issue #67965: skills.test.ts: workflows_review command missing in buildWorkspaceSkillCommandSpecs (pre-existing on main)](https://github.com/openclaw/openclaw/issues/67965) — closed
3328
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3329
  ### `altaywtf`
3330
 
3331
  - profile: [github.com/altaywtf](https://github.com/altaywtf)
 
3349
  - [PR #67024: fix: don't classify 400/422 with no body as format error](https://github.com/openclaw/openclaw/pull/67024) — open
3350
  - [PR #64969: fix: repair provider transport and channel registry CI regressions](https://github.com/openclaw/openclaw/pull/64969) — closed
3351
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3352
  ### `bde1`
3353
 
3354
  - profile: [github.com/bde1](https://github.com/bde1)
 
4006
  - [PR #67243: context-engine: pass runtime context to ContextEngineFactory](https://github.com/openclaw/openclaw/pull/67243) — open
4007
  - [PR #67242: plugin-sdk: add stable embeddings subpath export](https://github.com/openclaw/openclaw/pull/67242) — open
4008
 
4009
+ ### `jasonmakr`
4010
+
4011
+ - profile: [github.com/jasonmakr](https://github.com/jasonmakr)
4012
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajasonmakr)
4013
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajasonmakr)
4014
+ - repo first seen: `2026-04-18T02:14:36Z`
4015
+ - repo last seen: `2026-04-18T08:28:22Z`
4016
+ - first seen in snapshot: **no**
4017
+ - repo association: **NONE**
4018
+ - repo primary artifacts: **3**
4019
+ - snapshot authored PRs/issues: **3 PRs / 0 issues**
4020
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
4021
+ - account age: **39 days**
4022
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4023
+ - public orgs: none visible
4024
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
4025
+ - heuristic read: **very new account; high open PR share; targets high-star repos**
4026
+
4027
+ Example artifacts:
4028
+ - [PR #68473: fix(memory-core): expand concept stopword list to filter transcript noise](https://github.com/openclaw/openclaw/pull/68473) — open
4029
+ - [PR #68408: fix(memory-core): strip dreaming managed blocks from daily memory reads](https://github.com/openclaw/openclaw/pull/68408) — open
4030
+ - [PR #68364: fix: prevent unbounded narrative session growth by stabilizing session key (#68354)](https://github.com/openclaw/openclaw/pull/68364) — open
4031
+
4032
  ### `johnturek`
4033
 
4034
  - profile: [github.com/johnturek](https://github.com/johnturek)
 
4213
  - [PR #67456: fix: package qa-channel public surface](https://github.com/openclaw/openclaw/pull/67456) — closed
4214
  - [PR #66788: memory-wiki: fix native relative report links](https://github.com/openclaw/openclaw/pull/66788) — closed
4215
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4216
  ### `xudaiyanzi`
4217
 
4218
  - profile: [github.com/xudaiyanzi](https://github.com/xudaiyanzi)
 
4427
  - [PR #64298: Refactor agent harness into Codex extension](https://github.com/openclaw/openclaw/pull/64298) — closed, merged
4428
  - [Issue #75: Linux/Windows Clawdbot Apps](https://github.com/openclaw/openclaw/issues/75) — open
4429
 
4430
+ ### `web3blind`
4431
+
4432
+ - profile: [github.com/web3blind](https://github.com/web3blind)
4433
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aweb3blind)
4434
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aweb3blind)
4435
+ - repo first seen: `2026-03-21T14:20:44Z`
4436
+ - repo last seen: `2026-04-12T16:06:26Z`
4437
+ - first seen in snapshot: **no**
4438
+ - repo association: **NONE**
4439
+ - repo primary artifacts: **5**
4440
+ - snapshot authored PRs/issues: **4 PRs / 1 issues**
4441
+ - snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
4442
+ - account age: **46 days**
4443
+ - recent public PR activity: **9 PRs** (0 merged / 2 closed-unmerged / 7 open; merged rate **0%**, closed-unmerged rate **22%**, open rate **78%**)
4444
+ - public orgs: none visible
4445
+ - compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
4446
+ - heuristic read: **very new account; high open PR share; targets high-star repos**
4447
+
4448
+ Example artifacts:
4449
+ - [PR #65174: Improve subagent start notices with resolved model info](https://github.com/openclaw/openclaw/pull/65174) — open
4450
+ - [PR #64746: Improve subagent start notices with resolved model info](https://github.com/openclaw/openclaw/pull/64746) — closed
4451
+ - [PR #64731: fix(telegram): show model fallback notices outside verbose mode](https://github.com/openclaw/openclaw/pull/64731) — open
4452
+ - [Issue #51645: Voice transcription not working in group/topic chats](https://github.com/openclaw/openclaw/issues/51645) — open
4453
+
4454
  ### `leonardsellem`
4455
 
4456
  - profile: [github.com/leonardsellem](https://github.com/leonardsellem)
 
4724
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aanyech)
4725
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aanyech)
4726
  - repo first seen: `2026-02-23T04:42:33Z`
4727
+ - repo last seen: `2026-04-18T09:17:05Z`
4728
  - first seen in snapshot: **no**
4729
  - repo association: **NONE**
4730
  - repo primary artifacts: **4**
4731
  - snapshot authored PRs/issues: **2 PRs / 2 issues**
4732
+ - snapshot discussion activity: **26 comments / 0 reviews / 0 review comments**
4733
  - account age: **4236 days**
4734
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4735
  - public orgs: none visible
 
5384
  - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEruditi)
5385
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEruditi)
5386
  - repo first seen: `2026-04-16T15:08:41Z`
5387
+ - repo last seen: `2026-04-18T08:59:41Z`
5388
  - first seen in snapshot: **no**
5389
  - repo association: **NONE**
5390
  - repo primary artifacts: **2**
5391
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
5392
+ - snapshot discussion activity: **4 comments / 3 reviews / 2 review comments**
5393
  - account age: **1072 days**
5394
  - recent public PR activity: **7 PRs** (0 merged / 5 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **71%**, open rate **29%**)
5395
  - public orgs: none visible
 
5576
  - [PR #67346: Scripts: use path.basename for pnpm to fix shell execution on Windows](https://github.com/openclaw/openclaw/pull/67346) — open
5577
  - [PR #67290: fix(ui): remove duplicate usage page header](https://github.com/openclaw/openclaw/pull/67290) — open
5578
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5579
  ### `jkf87`
5580
 
5581
  - profile: [github.com/jkf87](https://github.com/jkf87)
 
6602
  - [PR #64318: feat: Add unified Amazon plugin — Polly TTS, Transcribe STT, Nova Sonic realtime voice](https://github.com/openclaw/openclaw/pull/64318) — open
6603
  - [PR #63457: feat: Add Amazon Polly TTS provider](https://github.com/openclaw/openclaw/pull/63457) — closed
6604
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6605
  ### `kakahu2015`
6606
 
6607
  - profile: [github.com/kakahu2015](https://github.com/kakahu2015)
 
7906
  - [Issue #66477: [Feature]: Sift governance plugin — Ed25519-signed receipts for every agent action](https://github.com/openclaw/openclaw/issues/66477) — open
7907
  - [Issue #66474: [Feature]: Support Agent Discovery Protocol (/.well-known/agent-discovery.json)](https://github.com/openclaw/openclaw/issues/66474) — open
7908
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7909
  ### `zeolenon`
7910
 
7911
  - profile: [github.com/zeolenon](https://github.com/zeolenon)
 
8348
  - [PR #65629: fix: user-facing Gemini auth errors + /connect_ai_subscription command](https://github.com/openclaw/openclaw/pull/65629) — open
8349
  - [Issue #63833: -](https://github.com/openclaw/openclaw/issues/63833) — closed
8350
 
8351
+ ### `Feelw00`
8352
+
8353
+ - profile: [github.com/Feelw00](https://github.com/Feelw00)
8354
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AFeelw00)
8355
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AFeelw00)
8356
+ - repo first seen: `2026-04-08T11:13:23Z`
8357
+ - repo last seen: `2026-04-18T09:15:55Z`
8358
+ - first seen in snapshot: **yes**
8359
+ - repo association: **NONE**
8360
+ - repo primary artifacts: **2**
8361
+ - snapshot authored PRs/issues: **1 PRs / 1 issues**
8362
+ - snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
8363
+ - account age: **2690 days**
8364
+ - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
8365
+ - public orgs: none visible
8366
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
8367
+ - heuristic read: **high open PR share; targets high-star repos**
8368
+
8369
+ Example artifacts:
8370
+ - [PR #68489: fix(agents): keep subagent sweeper alive while pendingLifecycleErrorByRunId has entries](https://github.com/openclaw/openclaw/pull/68489) — open
8371
+ - [Issue #68487: subagent sweeper self-stops while pendingLifecycleErrorByRunId still has entries](https://github.com/openclaw/openclaw/issues/68487) — open
8372
+
8373
  ### `fmercurio`
8374
 
8375
  - profile: [github.com/fmercurio](https://github.com/fmercurio)
 
9733
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aahbi1006-hue)
9734
  - repo first seen: `2026-04-18T07:30:52Z`
9735
  - repo last seen: `2026-04-18T07:30:52Z`
9736
+ - first seen in snapshot: **no**
9737
  - repo association: **NONE**
9738
  - repo primary artifacts: **1**
9739
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
10405
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ABruceMacD)
10406
  - repo first seen: `2026-01-31T06:12:37Z`
10407
  - repo last seen: `2026-04-18T07:59:12Z`
10408
+ - first seen in snapshot: **no**
10409
  - repo association: **CONTRIBUTOR**
10410
  - repo primary artifacts: **1**
10411
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
12842
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajuliopx)
12843
  - repo first seen: `2026-03-19T15:53:01Z`
12844
  - repo last seen: `2026-04-18T07:45:52Z`
12845
+ - first seen in snapshot: **no**
12846
  - repo association: **NONE**
12847
  - repo primary artifacts: **1**
12848
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
12863
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJuniperSling)
12864
  - repo first seen: `2026-04-18T07:51:44Z`
12865
  - repo last seen: `2026-04-18T07:51:44Z`
12866
+ - first seen in snapshot: **no**
12867
  - repo association: **NONE**
12868
  - repo primary artifacts: **1**
12869
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
13325
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aleonidas1712)
13326
  - repo first seen: `2026-04-18T07:30:02Z`
13327
  - repo last seen: `2026-04-18T07:30:02Z`
13328
+ - first seen in snapshot: **no**
13329
  - repo association: **NONE**
13330
  - repo primary artifacts: **1**
13331
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
14165
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Annlevy)
14166
  - repo first seen: `2026-04-18T08:00:14Z`
14167
  - repo last seen: `2026-04-18T08:00:14Z`
14168
+ - first seen in snapshot: **no**
14169
  - repo association: **NONE**
14170
  - repo primary artifacts: **1**
14171
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
15062
  Example artifacts:
15063
  - [PR #68356: alpha](https://github.com/openclaw/openclaw/pull/68356) — closed
15064
 
15065
+ ### `scaraude`
15066
+
15067
+ - profile: [github.com/scaraude](https://github.com/scaraude)
15068
+ - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ascaraude)
15069
+ - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ascaraude)
15070
+ - repo first seen: `2026-04-18T08:34:12Z`
15071
+ - repo last seen: `2026-04-18T08:34:12Z`
15072
+ - first seen in snapshot: **yes**
15073
+ - repo association: **NONE**
15074
+ - repo primary artifacts: **1**
15075
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
15076
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
15077
+ - account age: **2288 days**
15078
+ - recent public PR activity: **6 PRs** (2 merged / 0 closed-unmerged / 4 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
15079
+ - public orgs: none visible
15080
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
15081
+ - heuristic read: **high open PR share**
15082
+
15083
+ Example artifacts:
15084
+ - [PR #68477: feat(auth): add --profile to models auth login](https://github.com/openclaw/openclaw/pull/68477) — open
15085
+
15086
  ### `Schnitzel`
15087
 
15088
  - profile: [github.com/Schnitzel](https://github.com/Schnitzel)
 
15174
  - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aseanniu93)
15175
  - repo first seen: `2026-04-18T07:23:52Z`
15176
  - repo last seen: `2026-04-18T07:23:52Z`
15177
+ - first seen in snapshot: **no**
15178
  - repo association: **NONE**
15179
  - repo primary artifacts: **1**
15180
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
16007
  Example artifacts:
16008
  - [PR #67047: fix(media): allow host-local CSV and Markdown uploads via Slack](https://github.com/openclaw/openclaw/pull/67047) — closed, merged
16009
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
16010
  ### `vipitec-neo`
16011
 
16012
  - profile: [github.com/vipitec-neo](https://github.com/vipitec-neo)
new_contributors.parquet CHANGED
@@ -1,3 +1,3 @@
1
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