Refresh openclaw dataset snapshot 20260418T082035Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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             "created_at": "2026-04-15T19:20:40Z"
           }
         ],

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260418T072035Z`
-- Generated: `2026-04-18T07:22:18Z`
+- Snapshot: `20260418T082035Z`
+- Generated: `2026-04-18T08:22:49Z`
 - Activity window: `7d`
-- Contributors: `713`
+- Contributors: `718`
 
 ## Summary
 
@@ -19,12 +19,11 @@
 | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 735d | `2026-03-03T03:34:57Z` | 31 | 11 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `Takhoffman` | [profile](https://github.com/Takhoffman) | no | CONTRIBUTOR | 5455d | `2026-01-27T16:37:08Z` | 29 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
 | `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 27 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
-| `kagura-agent` | [profile](https://github.com/kagura-agent) | no | CONTRIBUTOR | 32d | `2026-03-18T00:16:55Z` | 23 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
+| `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 |
 | `eleqtrizit` | [profile](https://github.com/eleqtrizit) | no | CONTRIBUTOR | 3150d | `2026-04-07T18:17:36Z` | 23 | 0 | strong | low | low | targets high-star repos |
 | `Yanhu007` | [profile](https://github.com/Yanhu007) | no | CONTRIBUTOR | 4741d | `2026-04-10T13:40:56Z` | 22 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
 | `oraculoos` | [profile](https://github.com/oraculoos) | no | NONE | ?d | `2026-04-14T13:16:27Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
 | `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 |
-| `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 |
 | `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 |
 | `BunsDev` | [profile](https://github.com/BunsDev) | no | MEMBER | 2087d | `2026-02-07T11:32:40Z` | 18 | 0 | strong | moderate | low | high recent PR volume |
 | `mbelinky` | [profile](https://github.com/mbelinky) | no | CONTRIBUTOR | 1077d | `2026-02-08T09:07:45Z` | 18 | 0 | strong | low | low | targets high-star repos |
@@ -89,6 +88,7 @@
 | `wade-microblueworld` | [profile](https://github.com/wade-microblueworld) | no | NONE | 2336d | `2026-04-17T10:35:38Z` | 7 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `chinar-amrutkar` | [profile](https://github.com/chinar-amrutkar) | no | CONTRIBUTOR | 3502d | `2026-03-03T22:36:15Z` | 6 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `mobilinkd` | [profile](https://github.com/mobilinkd) | no | NONE | 4686d | `2026-04-09T19:27:39Z` | 6 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `yfge` | [profile](https://github.com/yfge) | no | CONTRIBUTOR | 5272d | `2026-02-16T06:14:40Z` | 6 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `amittell` | [profile](https://github.com/amittell) | no | CONTRIBUTOR | 5191d | `2026-02-23T20:22:28Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `coletebou` | [profile](https://github.com/coletebou) | no | NONE | 3993d | `2026-02-03T13:22:50Z` | 6 | 0 | mixed | low | low | targets high-star repos |
 | `enis-uys` | [profile](https://github.com/enis-uys) | no | NONE | 1412d | `2026-03-14T22:33:28Z` | 6 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -102,7 +102,6 @@
 | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
 | `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 |
 | `sliverp` | [profile](https://github.com/sliverp) | no | MEMBER | 2933d | `2026-02-06T14:44:05Z` | 5 | 1 | mixed | low | low | targets high-star repos |
-| `yfge` | [profile](https://github.com/yfge) | no | CONTRIBUTOR | 5272d | `2026-02-16T06:14:40Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
 | `joshavant` | [profile](https://github.com/joshavant) | no | CONTRIBUTOR | 5430d | `2026-02-19T23:12:53Z` | 5 | 0 | strong | low | low | targets high-star repos |
 | `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 |
@@ -146,6 +145,7 @@
 | `frankekn` | [profile](https://github.com/frankekn) | no | MEMBER | 4714d | `2026-01-29T00:35:02Z` | 3 | 2 | strong | low | low | targets high-star repos |
 | `yoanndefay` | [profile](https://github.com/yoanndefay) | no | NONE | 2166d | `2026-04-13T15:13:19Z` | 3 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `akinshaywai` | [profile](https://github.com/akinshaywai) | no | NONE | 1855d | `2026-04-15T23:06:37Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
+| `bluesky6868` | [profile](https://github.com/bluesky6868) | no | NONE | 3181d | `2026-04-17T22:26:25Z` | 3 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `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 |
 | `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 |
 | `jarimustonen` | [profile](https://github.com/jarimustonen) | no | CONTRIBUTOR | 5232d | `2026-03-18T15:12:36Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -160,11 +160,11 @@
 | `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 |
 | `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 |
 | `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 |
+| `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 |
 | `shad0wca7` | [profile](https://github.com/shad0wca7) | no | CONTRIBUTOR | 4159d | `2026-02-21T17:28:52Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sercada` | [profile](https://github.com/sercada) | no | CONTRIBUTOR | 3420d | `2026-03-10T14:46:37Z` | 5 | 2 | mixed | low | low | high open PR share; targets high-star repos |
 | `mraleko` | [profile](https://github.com/mraleko) | no | NONE | 938d | `2026-04-08T03:48:45Z` | 5 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `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 |
-| `fuller-stack-dev` | [profile](https://github.com/fuller-stack-dev) | no | CONTRIBUTOR | 55d | `2026-03-02T21:04:55Z` | 4 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `jerome-benoit` | [profile](https://github.com/jerome-benoit) | no | NONE | 4459d | `2026-03-12T22:28:40Z` | 4 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
 | `steipete` | [profile](https://github.com/steipete) | no | CONTRIBUTOR | 6258d | `2025-11-26T16:46:20Z` | 4 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `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 |
@@ -178,6 +178,7 @@
 | `717986230` | [profile](https://github.com/717986230) | no | NONE | 1852d | `2026-04-13T02:48:11Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
 | `leaderlemon` | [profile](https://github.com/leaderlemon) | no | NONE | 1559d | `2026-04-13T09:58:26Z` | 2 | 3 | weak | low | low | targets high-star repos |
 | `RedParrotBerkeley` | [profile](https://github.com/RedParrotBerkeley) | no | NONE | 1107d | `2026-04-10T16:29:40Z` | 2 | 3 | mixed | moderate | low | — |
+| `anyech` | [profile](https://github.com/anyech) | no | NONE | 4236d | `2026-02-23T04:42:33Z` | 2 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `hansolo949` | [profile](https://github.com/hansolo949) | no | NONE | 297d | `2026-04-12T08:08:29Z` | 2 | 2 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `jensenwang560-blip` | [profile](https://github.com/jensenwang560-blip) | no | NONE | 36d | `2026-04-13T07:35:13Z` | 2 | 2 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `shaun0927` | [profile](https://github.com/shaun0927) | no | NONE | 2053d | `2026-04-16T12:23:24Z` | 2 | 2 | mixed | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
@@ -190,6 +191,7 @@
 | `HongzhuLiu` | [profile](https://github.com/HongzhuLiu) | no | NONE | 4135d | `2026-04-14T09:36:49Z` | 2 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `jeffchen1981-fu` | [profile](https://github.com/jeffchen1981-fu) | no | NONE | 67d | `2026-02-28T09:25:03Z` | 2 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `LightDriverCS` | [profile](https://github.com/LightDriverCS) | no | NONE | 89d | `2026-04-13T22:53:03Z` | 2 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
+| `masatohoshino` | [profile](https://github.com/masatohoshino) | no | CONTRIBUTOR | 138d | `2026-02-25T18:12:54Z` | 2 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `mkoslacz` | [profile](https://github.com/mkoslacz) | no | NONE | 4321d | `2026-01-27T21:31:44Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `rarest` | [profile](https://github.com/rarest) | no | NONE | 5367d | `2026-04-15T14:46:20Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `wzhgba` | [profile](https://github.com/wzhgba) | no | NONE | 4060d | `2026-04-14T16:57:48Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -201,7 +203,6 @@
 | `benholl94-cmyk` | [profile](https://github.com/benholl94-cmyk) | no | NONE | 6d | `2026-04-15T00:20:23Z` | 2 | 0 | n/a | low | medium | very new account; no visible non-self stars |
 | `bettert0n` | [profile](https://github.com/bettert0n) | no | NONE | 2828d | `2026-04-17T16:36:34Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `bin448482` | [profile](https://github.com/bin448482) | no | NONE | 3832d | `2026-04-12T12:14:05Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `bluesky6868` | [profile](https://github.com/bluesky6868) | no | NONE | 3181d | `2026-04-17T22:26:25Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `chris-yyau` | [profile](https://github.com/chris-yyau) | no | CONTRIBUTOR | 89d | `2026-04-16T13:56:07Z` | 2 | 0 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `chrisabad` | [profile](https://github.com/chrisabad) | no | NONE | 2185d | `2026-04-18T02:47:00Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `dallylee` | [profile](https://github.com/dallylee) | no | CONTRIBUTOR | 1081d | `2026-04-14T09:55:39Z` | 2 | 0 | weak | moderate | low | high open PR share |
@@ -216,7 +217,6 @@
 | `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 |
 | `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 |
 | `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 |
-| `jasonxargs-boop` | [profile](https://github.com/jasonxargs-boop) | no | CONTRIBUTOR | 48d | `2026-04-11T07:57:11Z` | 2 | 0 | mixed | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `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 |
 | `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 |
 | `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 |
@@ -253,14 +253,15 @@
 | `zhangyue19921010` | [profile](https://github.com/zhangyue19921010) | no | NONE | 2066d | `2026-04-17T03:44:42Z` | 2 | 0 | weak | low | low | high open PR share |
 | `HOYALIM` | [profile](https://github.com/HOYALIM) | no | CONTRIBUTOR | 736d | `2026-02-19T18:49:52Z` | 6 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `mmaps` | [profile](https://github.com/mmaps) | no | CONTRIBUTOR | 4827d | `2026-04-09T18:38:21Z` | 6 | 0 | strong | low | low | targets high-star repos |
+| `smartchainark` | [profile](https://github.com/smartchainark) | no | NONE | 326d | `2026-02-12T19:25:12Z` | 6 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `Lucenx9` | [profile](https://github.com/Lucenx9) | no | CONTRIBUTOR | 547d | `2026-02-25T06:16:41Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `corbin-breton` | [profile](https://github.com/corbin-breton) | no | NONE | 4734d | `2026-04-08T19:15:22Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `scoootscooob` | [profile](https://github.com/scoootscooob) | no | CONTRIBUTOR | 732d | `2026-02-26T07:20:09Z` | 5 | 0 | strong | low | low | targets high-star repos |
 | `ShionEria` | [profile](https://github.com/ShionEria) | no | CONTRIBUTOR | 35d | `2026-03-16T10:11:17Z` | 5 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
+| `fuller-stack-dev` | [profile](https://github.com/fuller-stack-dev) | no | CONTRIBUTOR | 55d | `2026-03-02T21:04:55Z` | 4 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `drvoss` | [profile](https://github.com/drvoss) | no | CONTRIBUTOR | 4872d | `2026-02-25T02:18:08Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `extrasmall0` | [profile](https://github.com/extrasmall0) | no | CONTRIBUTOR | 77d | `2026-03-07T15:35:58Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
 | `monsonego` | [profile](https://github.com/monsonego) | no | NONE | 701d | `2026-04-07T12:27:49Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `Rahulkumar070` | [profile](https://github.com/Rahulkumar070) | no | CONTRIBUTOR | 874d | `2026-04-10T20:11:58Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `wirjo` | [profile](https://github.com/wirjo) | no | CONTRIBUTOR | 5970d | `2026-04-06T11:49:31Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `hanamizuki` | [profile](https://github.com/hanamizuki) | no | CONTRIBUTOR | 5476d | `2026-02-25T01:23:38Z` | 3 | 2 | strong | low | low | — |
 | `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 |
@@ -286,6 +287,7 @@
 | `evanpaul14` | [profile](https://github.com/evanpaul14) | no | NONE | 1216d | `2026-04-10T20:33:42Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `FroeMic` | [profile](https://github.com/FroeMic) | no | NONE | 3833d | `2026-04-10T07:57:00Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `hoyyeva` | [profile](https://github.com/hoyyeva) | no | CONTRIBUTOR | 2206d | `2026-04-10T19:12:28Z` | 2 | 0 | strong | low | low | targets high-star repos |
+| `jasonxargs-boop` | [profile](https://github.com/jasonxargs-boop) | no | CONTRIBUTOR | 48d | `2026-04-11T07:57:11Z` | 2 | 0 | mixed | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `jiazhizhuo` | [profile](https://github.com/jiazhizhuo) | no | NONE | 3801d | `2026-03-18T02:15:19Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `konanok` | [profile](https://github.com/konanok) | no | NONE | 3184d | `2026-03-17T12:10:32Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Lellansin` | [profile](https://github.com/Lellansin) | no | CONTRIBUTOR | 5006d | `2026-04-08T06:44:34Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -297,7 +299,7 @@
 | `wangshu94` | [profile](https://github.com/wangshu94) | no | NONE | 2454d | `2026-03-24T16:29:43Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `wittam-01` | [profile](https://github.com/wittam-01) | no | CONTRIBUTOR | 20d | `2026-04-09T14:43:04Z` | 2 | 0 | mixed | low | medium | very new account; no visible non-self stars |
 | `xDarkicex` | [profile](https://github.com/xDarkicex) | no | NONE | 4225d | `2026-03-25T06:09:32Z` | 2 | 0 | mixed | low | low | — |
-| `ttomiczek` | [profile](https://github.com/ttomiczek) | no | NONE | 41d | `2026-04-10T05:23:08Z` | 1 | 10 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `ttomiczek` | [profile](https://github.com/ttomiczek) | no | NONE | 41d | `2026-04-10T05:23:08Z` | 1 | 12 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `JIRBOY` | [profile](https://github.com/JIRBOY) | no | NONE | 2565d | `2026-04-11T06:03:38Z` | 1 | 7 | weak | low | low | high open PR share; targets high-star repos |
 | `ismael-81` | [profile](https://github.com/ismael-81) | no | NONE | 10d | `2026-04-10T18:46:07Z` | 1 | 6 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `barronlroth` | [profile](https://github.com/barronlroth) | no | CONTRIBUTOR | 4583d | `2026-02-16T19:50:20Z` | 1 | 5 | mixed | low | low | high open PR share; targets high-star repos |
@@ -327,7 +329,6 @@
 | `aboimpinto` | [profile](https://github.com/aboimpinto) | no | NONE | 5251d | `2026-04-16T12:26:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `ajfonthemove` | [profile](https://github.com/ajfonthemove) | no | NONE | 53d | `2026-03-03T06:01:04Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `andydoucet` | [profile](https://github.com/andydoucet) | no | NONE | 2162d | `2026-02-10T21:03:13Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `anyech` | [profile](https://github.com/anyech) | no | NONE | 4236d | `2026-02-23T04:42:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `caox488-a11y` | [profile](https://github.com/caox488-a11y) | no | NONE | 38d | `2026-03-15T18:21:40Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `carlushuang` | [profile](https://github.com/carlushuang) | no | NONE | 4276d | `2026-04-12T13:59:08Z` | 1 | 1 | strong | low | low | — |
 | `cass-clearly` | [profile](https://github.com/cass-clearly) | no | NONE | 70d | `2026-02-13T03:25:23Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -363,7 +364,6 @@
 | `Loach-Smile` | [profile](https://github.com/Loach-Smile) | no | NONE | 36d | `2026-04-14T10:44:18Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `lumien` | [profile](https://github.com/lumien) | no | NONE | 5206d | `2026-04-12T18:18:23Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `marinosabijan` | [profile](https://github.com/marinosabijan) | no | NONE | 2004d | `2026-04-12T14:42:24Z` | 1 | 1 | strong | low | low | — |
-| `masatohoshino` | [profile](https://github.com/masatohoshino) | no | CONTRIBUTOR | 138d | `2026-02-25T18:12:54Z` | 1 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `maxreith` | [profile](https://github.com/maxreith) | no | NONE | 786d | `2026-04-12T11:07:04Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `moltar-bot` | [profile](https://github.com/moltar-bot) | no | NONE | 71d | `2026-04-14T14:13:43Z` | 1 | 1 | strong | low | low | very new account; no visible non-self stars |
 | `mrozentsvayg` | [profile](https://github.com/mrozentsvayg) | no | NONE | 3323d | `2026-03-17T16:24:51Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -377,7 +377,6 @@
 | `raquel4112002` | [profile](https://github.com/raquel4112002) | no | NONE | 2095d | `2026-04-15T19:25:11Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `reghar-bot` | [profile](https://github.com/reghar-bot) | no | NONE | 46d | `2026-04-11T07:27:14Z` | 1 | 1 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `richddr` | [profile](https://github.com/richddr) | no | NONE | 5213d | `2026-04-18T05:59:24Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `S-huNsuke` | [profile](https://github.com/S-huNsuke) | no | NONE | 133d | `2026-04-11T07:49:06Z` | 1 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `ScientificProgrammer` | [profile](https://github.com/ScientificProgrammer) | no | NONE | 4728d | `2026-04-10T22:44:57Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `shawnduggan` | [profile](https://github.com/shawnduggan) | no | NONE | 4815d | `2026-03-01T12:54:24Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `snvtac` | [profile](https://github.com/snvtac) | no | NONE | 3665d | `2026-04-15T10:00:28Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -403,9 +402,9 @@
 | `abliteration-ai` | [profile](https://github.com/abliteration-ai) | no | NONE | 144d | `2026-04-17T03:32:43Z` | 1 | 0 | weak | moderate | medium | young account; high open PR share; targets high-star repos |
 | `acewhitegui` | [profile](https://github.com/acewhitegui) | no | NONE | 3315d | `2026-04-17T07:57:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
-| `addelh` | [profile](https://github.com/addelh) | no | NONE | 2894d | `2026-04-11T07:50:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
 | `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 |
+| `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 |
 | `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 |
 | `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 |
 | `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 |
@@ -437,6 +436,7 @@
 | `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 |
 | `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 |
 | `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 |
+| `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 |
 | `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 |
 | `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 |
 | `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 |
@@ -552,6 +552,8 @@
 | `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 |
 | `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 |
 | `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 |
+| `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 |
+| `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 |
 | `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 |
 | `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 |
 | `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 |
@@ -573,6 +575,7 @@
 | `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 |
 | `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 |
 | `LaurentMazare` | [profile](https://github.com/LaurentMazare) | no | NONE | 5331d | `2026-04-11T18:11:55Z` | 1 | 0 | mixed | moderate | low | — |
+| `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 |
 | `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 |
 | `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 |
 | `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 |
@@ -602,7 +605,7 @@
 | `mktcode` | [profile](https://github.com/mktcode) | no | NONE | 4431d | `2026-04-14T17:42:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mofolo` | [profile](https://github.com/mofolo) | no | NONE | 5117d | `2026-04-16T05:46:07Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `mohuaxiao` | [profile](https://github.com/mohuaxiao) | no | NONE | 79d | `2026-04-12T16:28:41Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
-| `monasprox` | [profile](https://github.com/monasprox) | yes | NONE | 152d | `2026-04-18T06:55:05Z` | 1 | 0 | mixed | low | low | young account |
+| `monasprox` | [profile](https://github.com/monasprox) | no | NONE | 152d | `2026-04-18T06:55:05Z` | 1 | 0 | mixed | low | low | young account |
 | `mylesdebastion` | [profile](https://github.com/mylesdebastion) | no | NONE | 2781d | `2026-01-28T22:26:25Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `neilofneils404` | [profile](https://github.com/neilofneils404) | no | NONE | 74d | `2026-04-16T22:29:09Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `neiro-yuchat` | [profile](https://github.com/neiro-yuchat) | no | NONE | 72d | `2026-04-11T17:45:15Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -612,6 +615,7 @@
 | `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 |
 | `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 |
 | `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 |
+| `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 |
 | `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 |
 | `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 |
 | `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 |
@@ -658,6 +662,7 @@
 | `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 |
 | `scotthuang` | [profile](https://github.com/scotthuang) | no | CONTRIBUTOR | 5107d | `2026-03-01T03:31:44Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `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 |
+| `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 |
 | `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 |
 | `shakkernerd` | [profile](https://github.com/shakkernerd) | no | MEMBER | 749d | `2026-01-26T14:21:30Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `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 |
@@ -970,11 +975,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akagura-agent)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akagura-agent)
 - repo first seen: `2026-03-18T00:16:55Z`
-- repo last seen: `2026-04-18T03:39:40Z`
+- repo last seen: `2026-04-18T07:20:20Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **30**
-- snapshot authored PRs/issues: **23 PRs / 7 issues**
+- repo primary artifacts: **31**
+- snapshot authored PRs/issues: **24 PRs / 7 issues**
 - snapshot discussion activity: **38 comments / 0 reviews / 0 review comments**
 - account age: **32 days**
 - recent public PR activity: **108 PRs** (51 merged / 12 closed-unmerged / 45 open; merged rate **47%**, closed-unmerged rate **11%**, open rate **42%**)
@@ -983,9 +988,9 @@ Example artifacts:
 - heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
 
 Example artifacts:
+- [PR #68448: fix: prioritize explicit provider config over model ID prefix parsing](https://github.com/openclaw/openclaw/pull/68448) — open
 - [PR #68382: fix(plugins): preserve existing capability during plugin cache state restore](https://github.com/openclaw/openclaw/pull/68382) — open
 - [PR #68355: fix: allow unknown properties in WakeParams schema (#68347)](https://github.com/openclaw/openclaw/pull/68355) — closed, merged
-- [PR #68346: fix: use normalized model lookup in resolveGatewayModelSupportsImages (#68272)](https://github.com/openclaw/openclaw/pull/68346) — open
 - [Issue #68123: feat: allow cron tasks to opt out of main session notification](https://github.com/openclaw/openclaw/issues/68123) — open
 - [Issue #66576: [Feature]: Configurable workspace file inclusion/exclusion (bootstrapFiles)](https://github.com/openclaw/openclaw/issues/66576) — open
 - [Issue #66399: Process supervisor: graceful signal escalation and drain timeout for exec tool](https://github.com/openclaw/openclaw/issues/66399) — open
@@ -1083,29 +1088,6 @@ Example artifacts:
 - [PR #67827: docs: unify duplicated 2026.4.15-beta.1 changelog block](https://github.com/openclaw/openclaw/pull/67827) — closed, merged
 - [PR #67824: Update contributor details for Josh Lehman](https://github.com/openclaw/openclaw/pull/67824) — closed, merged
 
-### `slepybear`
-
-- profile: [github.com/slepybear](https://github.com/slepybear)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aslepybear)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aslepybear)
-- repo first seen: `2026-04-09T16:25:21Z`
-- repo last seen: `2026-04-18T02:16:53Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **19**
-- snapshot authored PRs/issues: **19 PRs / 0 issues**
-- snapshot discussion activity: **28 comments / 3 reviews / 3 review comments**
-- account age: **1386 days**
-- recent public PR activity: **22 PRs** (1 merged / 11 closed-unmerged / 10 open; merged rate **5%**, closed-unmerged rate **50%**, open rate **45%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #67012: test(qianfan,kimi-coding): add provider plugin and onboard config tests](https://github.com/openclaw/openclaw/pull/67012) — closed
-- [PR #66881: test(qianfan,kimi-coding): add provider plugin and onboard config tests [AI-assisted]](https://github.com/openclaw/openclaw/pull/66881) — closed
-- [PR #64709: fix(process): handle Windows CJK encoding in child process output [AI-assisted]](https://github.com/openclaw/openclaw/pull/64709) — open
-
 ### `omarshahine`
 
 - profile: [github.com/omarshahine](https://github.com/omarshahine)
@@ -2528,12 +2510,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asuboss87)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asuboss87)
 - repo first seen: `2026-03-13T04:40:38Z`
-- repo last seen: `2026-04-18T07:03:50Z`
+- repo last seen: `2026-04-18T07:24:11Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **41 comments / 4 reviews / 0 review comments**
+- snapshot discussion activity: **44 comments / 4 reviews / 0 review comments**
 - account age: **4078 days**
 - recent public PR activity: **5 PRs** (2 merged / 1 closed-unmerged / 2 open; merged rate **40%**, closed-unmerged rate **20%**, open rate **40%**)
 - public orgs: none visible
@@ -2616,6 +2598,30 @@ Example artifacts:
 - [PR #64901: warn: emit warning when context window resolved from hardcoded default](https://github.com/openclaw/openclaw/pull/64901) — open
 - [Issue #64919: Bedrock discovery silently uses hardcoded contextWindow for all models](https://github.com/openclaw/openclaw/issues/64919) — open
 
+### `yfge`
+
+- profile: [github.com/yfge](https://github.com/yfge)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ayfge)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ayfge)
+- repo first seen: `2026-02-16T06:14:40Z`
+- repo last seen: `2026-04-18T08:01:21Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **6 PRs / 1 issues**
+- snapshot discussion activity: **39 comments / 10 reviews / 10 review comments**
+- account age: **5272 days**
+- recent public PR activity: **10 PRs** (2 merged / 3 closed-unmerged / 5 open; merged rate **20%**, closed-unmerged rate **30%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68465: fix(whatsapp): support silentErrorReplies parity](https://github.com/openclaw/openclaw/pull/68465) — open
+- [PR #66552: fix: recover reasoning-only Ollama turns](https://github.com/openclaw/openclaw/pull/66552) — open
+- [PR #66511: fix: reduce ollama gemma4 cold-start penalty on first heavy turn](https://github.com/openclaw/openclaw/pull/66511) — open
+- [Issue #67511: Persist per-session working context across compact/new flows](https://github.com/openclaw/openclaw/issues/67511) — open
+
 ### `amittell`
 
 - profile: [github.com/amittell](https://github.com/amittell)
@@ -2919,30 +2925,6 @@ Example artifacts:
 - [PR #65827: fix: align timestampOptsFromConfig test with resolveUserTimezone UTC fallback](https://github.com/openclaw/openclaw/pull/65827) — closed
 - [Issue #64138: All plugin skills fail to load: dist-runtime symlinks break realpath() containment check](https://github.com/openclaw/openclaw/issues/64138) — closed
 
-### `yfge`
-
-- profile: [github.com/yfge](https://github.com/yfge)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ayfge)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ayfge)
-- repo first seen: `2026-02-16T06:14:40Z`
-- repo last seen: `2026-04-17T07:11:24Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **6**
-- snapshot authored PRs/issues: **5 PRs / 1 issues**
-- snapshot discussion activity: **39 comments / 10 reviews / 10 review comments**
-- account age: **5272 days**
-- recent public PR activity: **10 PRs** (2 merged / 3 closed-unmerged / 5 open; merged rate **20%**, closed-unmerged rate **30%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #66552: fix: recover reasoning-only Ollama turns](https://github.com/openclaw/openclaw/pull/66552) — open
-- [PR #66511: fix: reduce ollama gemma4 cold-start penalty on first heavy turn](https://github.com/openclaw/openclaw/pull/66511) — open
-- [PR #66246: fix: cache external plugin catalog lookups in auto-enable](https://github.com/openclaw/openclaw/pull/66246) — closed, merged
-- [Issue #67511: Persist per-session working context across compact/new flows](https://github.com/openclaw/openclaw/issues/67511) — open
-
 ### `defonota3box`
 
 - profile: [github.com/defonota3box](https://github.com/defonota3box)
@@ -3959,6 +3941,29 @@ Example artifacts:
 - [PR #67431: fix(ui): add aria-label to icon-only buttons missing accessible names](https://github.com/openclaw/openclaw/pull/67431) — open
 - [PR #67424: fix(ui): suppress screen reader announcements during streaming via aria-busy](https://github.com/openclaw/openclaw/pull/67424) — open
 
+### `bluesky6868`
+
+- profile: [github.com/bluesky6868](https://github.com/bluesky6868)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abluesky6868)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abluesky6868)
+- repo first seen: `2026-04-17T22:26:25Z`
+- repo last seen: `2026-04-18T07:35:10Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 1 reviews / 1 review comments**
+- account age: **3181 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #68456: security(media): anchor sanitizeMimeType regex to reject malformed input](https://github.com/openclaw/openclaw/pull/68456) — open
+- [PR #68384: fix(secrets): reject noisy plain exec stdout](https://github.com/openclaw/openclaw/pull/68384) — open
+- [PR #68298: fix(discord): fail closed when bot identity is unavailable](https://github.com/openclaw/openclaw/pull/68298) — open
+
 ### `damselem`
 
 - profile: [github.com/damselem](https://github.com/damselem)
@@ -4281,6 +4286,29 @@ Example artifacts:
 - [PR #66442: fix(skills): support Discord multi-account config in skills check](https://github.com/openclaw/openclaw/pull/66442) — open
 - [PR #65753: docs: fix link audit to ignore fenced code blocks correctly](https://github.com/openclaw/openclaw/pull/65753) — open
 
+### `slepybear`
+
+- profile: [github.com/slepybear](https://github.com/slepybear)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aslepybear)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aslepybear)
+- repo first seen: `2026-04-09T16:25:21Z`
+- repo last seen: `2026-04-18T02:16:53Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **19**
+- snapshot authored PRs/issues: **19 PRs / 0 issues**
+- snapshot discussion activity: **28 comments / 3 reviews / 3 review comments**
+- account age: **1386 days**
+- recent public PR activity: **22 PRs** (1 merged / 11 closed-unmerged / 10 open; merged rate **5%**, closed-unmerged rate **50%**, open rate **45%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #67012: test(qianfan,kimi-coding): add provider plugin and onboard config tests](https://github.com/openclaw/openclaw/pull/67012) — closed
+- [PR #66881: test(qianfan,kimi-coding): add provider plugin and onboard config tests [AI-assisted]](https://github.com/openclaw/openclaw/pull/66881) — closed
+- [PR #64709: fix(process): handle Windows CJK encoding in child process output [AI-assisted]](https://github.com/openclaw/openclaw/pull/64709) — open
+
 ### `shad0wca7`
 
 - profile: [github.com/shad0wca7](https://github.com/shad0wca7)
@@ -4378,30 +4406,6 @@ Example artifacts:
 - [Issue #66691: v2026.4.14 regression: models.providers.*.request.allowPrivateNetwork no longer applied for audio transcription](https://github.com/openclaw/openclaw/issues/66691) — closed
 - [Issue #63132: STT: Audio transcription provider requests blocked by SSRF guard for private/LAN IPs (regression in v2026.4.7)](https://github.com/openclaw/openclaw/issues/63132) — open
 
-### `fuller-stack-dev`
-
-- profile: [github.com/fuller-stack-dev](https://github.com/fuller-stack-dev)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Afuller-stack-dev)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Afuller-stack-dev)
-- repo first seen: `2026-03-02T21:04:55Z`
-- repo last seen: `2026-04-17T06:33:14Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **4 PRs / 1 issues**
-- snapshot discussion activity: **23 comments / 19 reviews / 19 review comments**
-- account age: **55 days**
-- recent public PR activity: **4 PRs** (1 merged / 0 closed-unmerged / 3 open; merged rate **25%**, closed-unmerged rate **0%**, open rate **75%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #66767: feat(tui): add local embedded TUI mode with terminal/chat aliases](https://github.com/openclaw/openclaw/pull/66767) — open
-- [PR #64713: fix(auth): stop forcing unsupported Codex OAuth scopes](https://github.com/openclaw/openclaw/pull/64713) — closed, merged
-- [PR #63222: fix: validate resolved context engine contracts](https://github.com/openclaw/openclaw/pull/63222) — closed, merged
-- [Issue #32168: Streaming partial leak: 'NO' visible before NO_REPLY suppression kicks in (v2026.3.1)](https://github.com/openclaw/openclaw/issues/32168) — closed
-
 ### `jerome-benoit`
 
 - profile: [github.com/jerome-benoit](https://github.com/jerome-benoit)
@@ -4717,6 +4721,30 @@ Example artifacts:
 - [Issue #64929: Browser tool is unexpectedly slow in local managed Brave mode due to per-action CDP attach/discovery overhead](https://github.com/openclaw/openclaw/issues/64929) — open
 - [Issue #64402: Discord provider advertises channel/thread create actions, but agent runtime lacks a documented/invokable path](https://github.com/openclaw/openclaw/issues/64402) — open
 
+### `anyech`
+
+- profile: [github.com/anyech](https://github.com/anyech)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aanyech)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aanyech)
+- repo first seen: `2026-02-23T04:42:33Z`
+- repo last seen: `2026-04-18T07:25:58Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **2 PRs / 2 issues**
+- snapshot discussion activity: **24 comments / 0 reviews / 0 review comments**
+- account age: **4236 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68453: fix(cron): preserve silent tool-result `NO_REPLY` on empty final turn](https://github.com/openclaw/openclaw/pull/68453) — open
+- [PR #68411: fix(active-memory): honor timeoutMs values up to 90s](https://github.com/openclaw/openclaw/pull/68411) — open
+- [Issue #68452: [Bug]: isolated cron turns can misclassify exact `NO_REPLY` tool results as incomplete when the final assistant message is empty](https://github.com/openclaw/openclaw/issues/68452) — open
+- [Issue #68410: [Bug]: Active Memory silently normalizes configured `timeoutMs` above 60000 down to 60000 at runtime](https://github.com/openclaw/openclaw/issues/68410) — open
+
 ### `hansolo949`
 
 - profile: [github.com/hansolo949](https://github.com/hansolo949)
@@ -4997,6 +5025,29 @@ Example artifacts:
 - [PR #68334: fix(memory): restoreMemoryPluginState clobbers live capability on cache hit](https://github.com/openclaw/openclaw/pull/68334) — open
 - [Issue #66194: Feature Request: Slack Socket Mode slash command event handling](https://github.com/openclaw/openclaw/issues/66194) — open
 
+### `masatohoshino`
+
+- profile: [github.com/masatohoshino](https://github.com/masatohoshino)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amasatohoshino)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amasatohoshino)
+- repo first seen: `2026-02-25T18:12:54Z`
+- repo last seen: `2026-04-18T07:56:02Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **2 PRs / 1 issues**
+- snapshot discussion activity: **17 comments / 17 reviews / 17 review comments**
+- account age: **138 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **young account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68458: fix(matrix): isolate credentials runtime import boundary (refs #50477)](https://github.com/openclaw/openclaw/pull/68458) — closed
+- [PR #65270: feat(line): add LINE sticker send/receive support with Skill-based catalog](https://github.com/openclaw/openclaw/pull/65270) — open
+- [Issue #64784: [Feature]: LINE sticker send/receive support](https://github.com/openclaw/openclaw/issues/64784) — open
+
 ### `mkoslacz`
 
 - profile: [github.com/mkoslacz](https://github.com/mkoslacz)
@@ -5242,28 +5293,6 @@ Example artifacts:
 - [PR #65398: fix(feishu): preserve top-level groupPolicy and avoid duplicate registration](https://github.com/openclaw/openclaw/pull/65398) — open
 - [PR #65338: Merge: 同步大量更新和重构](https://github.com/openclaw/openclaw/pull/65338) — closed
 
-### `bluesky6868`
-
-- profile: [github.com/bluesky6868](https://github.com/bluesky6868)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abluesky6868)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abluesky6868)
-- repo first seen: `2026-04-17T22:26:25Z`
-- repo last seen: `2026-04-18T05:16:47Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 1 reviews / 1 review comments**
-- account age: **3181 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #68384: fix(secrets): reject noisy plain exec stdout](https://github.com/openclaw/openclaw/pull/68384) — open
-- [PR #68298: fix(discord): fail closed when bot identity is unavailable](https://github.com/openclaw/openclaw/pull/68298) — open
-
 ### `chris-yyau`
 
 - profile: [github.com/chris-yyau](https://github.com/chris-yyau)
@@ -5358,12 +5387,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AEruditi)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AEruditi)
 - repo first seen: `2026-04-16T15:08:41Z`
-- repo last seen: `2026-04-18T03:18:22Z`
+- repo last seen: `2026-04-18T07:55:19Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 2 reviews / 2 review comments**
+- snapshot discussion activity: **3 comments / 3 reviews / 2 review comments**
 - account age: **1072 days**
 - recent public PR activity: **7 PRs** (0 merged / 5 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **71%**, open rate **29%**)
 - public orgs: none visible
@@ -5572,28 +5601,6 @@ Example artifacts:
 - [PR #68408: fix(memory-core): strip dreaming managed blocks from daily memory reads](https://github.com/openclaw/openclaw/pull/68408) — open
 - [PR #68364: fix: prevent unbounded narrative session growth by stabilizing session key (#68354)](https://github.com/openclaw/openclaw/pull/68364) — open
 
-### `jasonxargs-boop`
-
-- profile: [github.com/jasonxargs-boop](https://github.com/jasonxargs-boop)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajasonxargs-boop)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajasonxargs-boop)
-- repo first seen: `2026-04-11T07:57:11Z`
-- repo last seen: `2026-04-16T06:29:56Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **48 days**
-- recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #67558: fix(memory-core): filter non-markdown events in directory watcher on macOS/Node 25](https://github.com/openclaw/openclaw/pull/67558) — closed
-- [PR #64711: fix(memory-core): fix macOS chokidar glob issue by watching memory dir directly](https://github.com/openclaw/openclaw/pull/64711) — closed, merged
-
 ### `jkf87`
 
 - profile: [github.com/jkf87](https://github.com/jkf87)
@@ -6388,6 +6395,29 @@ Example artifacts:
 - [PR #64377: fix: include image param in sandbox media normalization [AI-assisted]](https://github.com/openclaw/openclaw/pull/64377) — closed, merged
 - [PR #64376: fix(infra): extend exec completion detection to cover local background exec formats [AI-assisted]](https://github.com/openclaw/openclaw/pull/64376) — closed, merged
 
+### `smartchainark`
+
+- profile: [github.com/smartchainark](https://github.com/smartchainark)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asmartchainark)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asmartchainark)
+- repo first seen: `2026-02-12T19:25:12Z`
+- repo last seen: `2026-04-18T07:55:39Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **6 PRs / 0 issues**
+- snapshot discussion activity: **22 comments / 0 reviews / 0 review comments**
+- account age: **326 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **young account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68462: fix(config): refuse to restore from a polluted backup containing redacted secrets (#68423)](https://github.com/openclaw/openclaw/pull/68462) — open
+- [PR #56391: fix(agents): replace blank tool names with sentinel to prevent dispatch loops](https://github.com/openclaw/openclaw/pull/56391) — open
+- [PR #50200: fix(slack): fetch fresh download URL via files.info for DM file attachments](https://github.com/openclaw/openclaw/pull/50200) — open
+
 ### `Lucenx9`
 
 - profile: [github.com/Lucenx9](https://github.com/Lucenx9)
@@ -6481,6 +6511,30 @@ Example artifacts:
 - [PR #64539: fix(reply): allow OpenClaw tmp media in normalizer](https://github.com/openclaw/openclaw/pull/64539) — open
 - [PR #64492: fix(cli): route gateway media sends through sendMedia](https://github.com/openclaw/openclaw/pull/64492) — closed, merged
 
+### `fuller-stack-dev`
+
+- profile: [github.com/fuller-stack-dev](https://github.com/fuller-stack-dev)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Afuller-stack-dev)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Afuller-stack-dev)
+- repo first seen: `2026-03-02T21:04:55Z`
+- repo last seen: `2026-04-17T06:33:14Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **4 PRs / 1 issues**
+- snapshot discussion activity: **23 comments / 19 reviews / 19 review comments**
+- account age: **55 days**
+- recent public PR activity: **4 PRs** (1 merged / 0 closed-unmerged / 3 open; merged rate **25%**, closed-unmerged rate **0%**, open rate **75%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #66767: feat(tui): add local embedded TUI mode with terminal/chat aliases](https://github.com/openclaw/openclaw/pull/66767) — open
+- [PR #64713: fix(auth): stop forcing unsupported Codex OAuth scopes](https://github.com/openclaw/openclaw/pull/64713) — closed, merged
+- [PR #63222: fix: validate resolved context engine contracts](https://github.com/openclaw/openclaw/pull/63222) — closed, merged
+- [Issue #32168: Streaming partial leak: 'NO' visible before NO_REPLY suppression kicks in (v2026.3.1)](https://github.com/openclaw/openclaw/issues/32168) — closed
+
 ### `drvoss`
 
 - profile: [github.com/drvoss](https://github.com/drvoss)
@@ -6550,29 +6604,6 @@ Example artifacts:
 - [PR #62483: fix: preserve explicit provider prefixes for slash-delimited chat models [AI-assisted]](https://github.com/openclaw/openclaw/pull/62483) — closed, draft
 - [PR #62482: fix: refresh subsystem file loggers across daily log rollovers [AI-assisted]](https://github.com/openclaw/openclaw/pull/62482) — open
 
-### `Rahulkumar070`
-
-- profile: [github.com/Rahulkumar070](https://github.com/Rahulkumar070)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ARahulkumar070)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ARahulkumar070)
-- repo first seen: `2026-04-10T20:11:58Z`
-- repo last seen: `2026-04-11T07:41:45Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **874 days**
-- recent public PR activity: **4 PRs** (1 merged / 0 closed-unmerged / 3 open; merged rate **25%**, closed-unmerged rate **0%**, open rate **75%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #64703: fix: parse scientific notation as number in parseConfigValue](https://github.com/openclaw/openclaw/pull/64703) — open
-- [PR #64649: Test/run state machine clamp guard](https://github.com/openclaw/openclaw/pull/64649) — open
-- [PR #64611: Fix/heartbeat task due clock skew](https://github.com/openclaw/openclaw/pull/64611) — open
-
 ### `wirjo`
 
 - profile: [github.com/wirjo](https://github.com/wirjo)
@@ -7145,6 +7176,28 @@ Example artifacts:
 - [PR #66180: fix: include apiKey in codex provider catalog to unblock models.json loading](https://github.com/openclaw/openclaw/pull/66180) — closed, merged
 - [PR #64471: fix: prevent fallback persistence from clobbering user /models picks](https://github.com/openclaw/openclaw/pull/64471) — closed, merged
 
+### `jasonxargs-boop`
+
+- profile: [github.com/jasonxargs-boop](https://github.com/jasonxargs-boop)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajasonxargs-boop)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajasonxargs-boop)
+- repo first seen: `2026-04-11T07:57:11Z`
+- repo last seen: `2026-04-16T06:29:56Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **48 days**
+- recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #67558: fix(memory-core): filter non-markdown events in directory watcher on macOS/Node 25](https://github.com/openclaw/openclaw/pull/67558) — closed
+- [PR #64711: fix(memory-core): fix macOS chokidar glob issue by watching memory dir directly](https://github.com/openclaw/openclaw/pull/64711) — closed, merged
+
 ### `jiazhizhuo`
 
 - profile: [github.com/jiazhizhuo](https://github.com/jiazhizhuo)
@@ -7393,11 +7446,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Attomiczek)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Attomiczek)
 - repo first seen: `2026-04-10T05:23:08Z`
-- repo last seen: `2026-04-17T11:50:08Z`
+- repo last seen: `2026-04-18T08:20:34Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
-- repo primary artifacts: **11**
-- snapshot authored PRs/issues: **1 PRs / 10 issues**
+- repo primary artifacts: **13**
+- snapshot authored PRs/issues: **1 PRs / 12 issues**
 - snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
 - account age: **41 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
@@ -7407,9 +7460,9 @@ Example artifacts:
 
 Example artifacts:
 - [PR #67073: fix(dreaming): use isolated sessionTarget instead of main (#67021)](https://github.com/openclaw/openclaw/pull/67073) — open
+- [Issue #68468: Change default dreaming storage.mode from inline to separate](https://github.com/openclaw/openclaw/issues/68468) — open
+- [Issue #68467: Dreaming inline mode silently produces no output (storage.mode: inline broken)](https://github.com/openclaw/openclaw/issues/68467) — open
 - [Issue #67021: Main workspace excluded from dreaming schedule — silently skipped](https://github.com/openclaw/openclaw/issues/67021) — open
-- [Issue #67016: Dreaming UI lacks status information — no visibility into last run, items found, or diary updates](https://github.com/openclaw/openclaw/issues/67016) — open
-- [Issue #67013: Browser control heartbeat logs consecutiveErrors for expected unavailability](https://github.com/openclaw/openclaw/issues/67013) — open
 
 ### `JIRBOY`
 
@@ -8082,28 +8135,6 @@ Example artifacts:
 - [PR #66001: fix(process): reconcile orphaned bash exec runs](https://github.com/openclaw/openclaw/pull/66001) — open
 - [Issue #65983: Background PTY exec runs can survive restart/session loss and become untracked orphan process trees](https://github.com/openclaw/openclaw/issues/65983) — open
 
-### `anyech`
-
-- profile: [github.com/anyech](https://github.com/anyech)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aanyech)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aanyech)
-- repo first seen: `2026-02-23T04:42:33Z`
-- repo last seen: `2026-04-18T05:00:35Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **24 comments / 0 reviews / 0 review comments**
-- account age: **4236 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68411: fix(active-memory): honor timeoutMs values up to 90s](https://github.com/openclaw/openclaw/pull/68411) — open
-- [Issue #68410: [Bug]: Active Memory silently normalizes configured `timeoutMs` above 60000 down to 60000 at runtime](https://github.com/openclaw/openclaw/issues/68410) — open
-
 ### `caox488-a11y`
 
 - profile: [github.com/caox488-a11y](https://github.com/caox488-a11y)
@@ -8874,28 +8905,6 @@ Example artifacts:
 - [PR #65409: Populate codex-cli tool entries in system prompt report](https://github.com/openclaw/openclaw/pull/65409) — open
 - [Issue #65404: codex-cli systemPromptReport.tools.entries stays empty even when MCP tools are injected](https://github.com/openclaw/openclaw/issues/65404) — open
 
-### `masatohoshino`
-
-- profile: [github.com/masatohoshino](https://github.com/masatohoshino)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amasatohoshino)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amasatohoshino)
-- repo first seen: `2026-02-25T18:12:54Z`
-- repo last seen: `2026-04-18T05:06:47Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **16 comments / 17 reviews / 17 review comments**
-- account age: **138 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **young account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #65270: feat(line): add LINE sticker send/receive support with Skill-based catalog](https://github.com/openclaw/openclaw/pull/65270) — open
-- [Issue #64784: [Feature]: LINE sticker send/receive support](https://github.com/openclaw/openclaw/issues/64784) — open
-
 ### `maxreith`
 
 - profile: [github.com/maxreith](https://github.com/maxreith)
@@ -9183,28 +9192,6 @@ Example artifacts:
 - [PR #68433: Prewarm mirrored outbound sessions before first callback](https://github.com/openclaw/openclaw/pull/68433) — open
 - [Issue #68429: [Bug]: Telegram inline-button first callback can run before session bootstrap context is loaded](https://github.com/openclaw/openclaw/issues/68429) — open
 
-### `S-huNsuke`
-
-- profile: [github.com/S-huNsuke](https://github.com/S-huNsuke)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AS-huNsuke)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AS-huNsuke)
-- repo first seen: `2026-04-11T07:49:06Z`
-- repo last seen: `2026-04-11T08:15:53Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **133 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **young account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #64712: fix(channel-summary): suppress phantom default account when no accounts configured](https://github.com/openclaw/openclaw/pull/64712) — open
-- [Issue #64707: Feishu: default account auto-created on gateway restart with not configured error](https://github.com/openclaw/openclaw/issues/64707) — open
-
 ### `ScientificProgrammer`
 
 - profile: [github.com/ScientificProgrammer](https://github.com/ScientificProgrammer)
@@ -9748,27 +9735,6 @@ Example artifacts:
 Example artifacts:
 - [PR #67433: feat(hooks): add blocking mode to POST /hooks/agent endpoint](https://github.com/openclaw/openclaw/pull/67433) — open
 
-### `addelh`
-
-- profile: [github.com/addelh](https://github.com/addelh)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aaddelh)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aaddelh)
-- repo first seen: `2026-04-11T07:50:02Z`
-- repo last seen: `2026-04-11T07:50:02Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2894 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #64708: fix: preserve Telegram topic thread IDs for cron delivery](https://github.com/openclaw/openclaw/pull/64708) — open
-
 ### `agent-merkava`
 
 - profile: [github.com/agent-merkava](https://github.com/agent-merkava)
@@ -9811,6 +9777,27 @@ Example artifacts:
 Example artifacts:
 - [PR #64906: feat(skills): Add King-Skill Extended Cognition Architecture](https://github.com/openclaw/openclaw/pull/64906) — open
 
+### `ahbi1006-hue`
+
+- profile: [github.com/ahbi1006-hue](https://github.com/ahbi1006-hue)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aahbi1006-hue)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aahbi1006-hue)
+- repo first seen: `2026-04-18T07:30:52Z`
+- repo last seen: `2026-04-18T07:30:52Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **12 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #68455: feat(feishu): allow custom accountId during Feishu channel onboarding](https://github.com/openclaw/openclaw/pull/68455) — open
+
 ### `aimqwest`
 
 - profile: [github.com/aimqwest](https://github.com/aimqwest)
@@ -10462,6 +10449,27 @@ Example artifacts:
 Example artifacts:
 - [PR #67231: feat: add okx-payments skill](https://github.com/openclaw/openclaw/pull/67231) — open
 
+### `BruceMacD`
+
+- profile: [github.com/BruceMacD](https://github.com/BruceMacD)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ABruceMacD)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ABruceMacD)
+- repo first seen: `2026-01-31T06:12:37Z`
+- repo last seen: `2026-04-18T07:59:12Z`
+- first seen in snapshot: **yes**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
+- account age: **4547 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: `ollama`
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68463: onboard (ollama): populate cloud-only model list from ollama.com/api/tags](https://github.com/openclaw/openclaw/pull/68463) — open
+
 ### `bryanpearson`
 
 - profile: [github.com/bryanpearson](https://github.com/bryanpearson)
@@ -12878,6 +12886,48 @@ Example artifacts:
 Example artifacts:
 - [PR #66384: fix(google): strip thinkingBudget=0 for gemini-2.5-pro thinking-required model](https://github.com/openclaw/openclaw/pull/66384) — closed
 
+### `juliopx`
+
+- profile: [github.com/juliopx](https://github.com/juliopx)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajuliopx)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajuliopx)
+- repo first seen: `2026-03-19T15:53:01Z`
+- repo last seen: `2026-04-18T07:45:52Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **4257 days**
+- recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #68459: feat: loop mode, hyperfocus refactor, steer mid-turn, llama.cpp thinking](https://github.com/openclaw/openclaw/pull/68459) — closed
+
+### `JuniperSling`
+
+- profile: [github.com/JuniperSling](https://github.com/JuniperSling)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AJuniperSling)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJuniperSling)
+- repo first seen: `2026-04-18T07:51:44Z`
+- repo last seen: `2026-04-18T07:51:44Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1866 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68460: feat(tencent): add bundled Tencent Cloud provider plugin (Tokenhub + Token Plan)](https://github.com/openclaw/openclaw/pull/68460) — open
+
 ### `JUSTICEESSIELP`
 
 - profile: [github.com/JUSTICEESSIELP](https://github.com/JUSTICEESSIELP)
@@ -13319,6 +13369,27 @@ Example artifacts:
 Example artifacts:
 - [PR #64958: Add Gradium text to speech integration](https://github.com/openclaw/openclaw/pull/64958) — open
 
+### `leonidas1712`
+
+- profile: [github.com/leonidas1712](https://github.com/leonidas1712)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aleonidas1712)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aleonidas1712)
+- repo first seen: `2026-04-18T07:30:02Z`
+- repo last seen: `2026-04-18T07:30:02Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **3582 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68454: fix(openrouter): replace legacy base URL during model-config merge](https://github.com/openclaw/openclaw/pull/68454) — open
+
 ### `liemrich`
 
 - profile: [github.com/liemrich](https://github.com/liemrich)
@@ -13367,12 +13438,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alikewen-tech)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alikewen-tech)
 - repo first seen: `2026-04-17T13:44:27Z`
-- repo last seen: `2026-04-18T04:28:16Z`
+- repo last seen: `2026-04-18T07:30:33Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 22 reviews / 22 review comments**
+- snapshot discussion activity: **1 comments / 22 reviews / 22 review comments**
 - account age: **477 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -13935,7 +14006,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amonasprox)
 - repo first seen: `2026-04-18T06:55:05Z`
 - repo last seen: `2026-04-18T06:55:05Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -14138,6 +14209,27 @@ Example artifacts:
 Example artifacts:
 - [PR #66272: fix(security): remove false-positive trustedProxies warning on loopback bind](https://github.com/openclaw/openclaw/pull/66272) — open
 
+### `nnlevy`
+
+- profile: [github.com/nnlevy](https://github.com/nnlevy)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Annlevy)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Annlevy)
+- repo first seen: `2026-04-18T08:00:14Z`
+- repo last seen: `2026-04-18T08:00:14Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **5883 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68464: Harden subagent completion delivery](https://github.com/openclaw/openclaw/pull/68464) — open
+
 ### `noahclanman`
 
 - profile: [github.com/noahclanman](https://github.com/noahclanman)
@@ -15105,6 +15197,27 @@ Example artifacts:
 Example artifacts:
 - [PR #66259: fix(memory): prefer --mask for qmd collection add compatibility](https://github.com/openclaw/openclaw/pull/66259) — open
 
+### `seanniu93`
+
+- profile: [github.com/seanniu93](https://github.com/seanniu93)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aseanniu93)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aseanniu93)
+- repo first seen: `2026-04-18T07:23:52Z`
+- repo last seen: `2026-04-18T07:23:52Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **4213 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68450: fix(mcp): dispose bundled MCP runtimes after isolated one-shot runs](https://github.com/openclaw/openclaw/pull/68450) — open
+
 ### `secondfry`
 
 - profile: [github.com/secondfry](https://github.com/secondfry)
@@ -15817,7 +15930,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #67350: Port stability remediation from installed dist into source](https://github.com/openclaw/openclaw/pull/67350) — open, draft
+- [PR #67350: Port stability remediation from installed dist into source](https://github.com/openclaw/openclaw/pull/67350) — open
 
 ### `trentcharlton`
 

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+    "new_contributors_parquet": "new_contributors.parquet"
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+    "issues": 4367,
+    "links": 43833,
+    "new_contributors": 718,
+    "pr_diffs": 3156,
+    "pr_files": 66322,
+    "pull_requests": 3156,
+    "review_comments": 16152,
+    "reviews": 12245,
+    "timeline_events": 51374
+  },
+  "crawl_started_at": "2026-04-18T08:20:35Z",
+  "delta_counts": {
+    "comments": 34,
+    "issue_stubs": 44,
+    "issues": 17,
+    "links": 60,
+    "pr_diffs": 27,
+    "pr_files": 3285,
+    "pull_requests": 27,
+    "review_comments": 196,
+    "reviews": 144,
+    "timeline_events": 796
+  },
+  "extracted_at": "2026-04-18T08:20:35Z",
+  "repo": "openclaw/openclaw",
+  "snapshot_id": "20260418T082035Z",
+  "watermark": {
+    "effective_since": "2026-04-18T07:20:35Z",
+    "next_since": "2026-04-18T08:20:35Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260418T072035Z/manifest.json",
-  "latest_snapshot_id": "20260418T072035Z",
+  "archived_manifest_path": "snapshots/20260418T082035Z/manifest.json",
+  "latest_snapshot_id": "20260418T082035Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-18T07:20:35Z",
+  "next_since": "2026-04-18T08:20:35Z",
   "repo": "openclaw/openclaw",
-  "snapshot_dir": "snapshots/20260418T072035Z"
+  "snapshot_dir": "snapshots/20260418T082035Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-04-18T06:20:35Z",
-  "last_successful_snapshot_id": "20260418T072035Z",
-  "next_since": "2026-04-18T07:20:35Z",
+  "effective_since": "2026-04-18T07:20:35Z",
+  "last_successful_snapshot_id": "20260418T082035Z",
+  "next_since": "2026-04-18T08:20:35Z",
   "repo": "openclaw/openclaw",
-  "updated_at": "2026-04-18T07:20:35Z"
+  "updated_at": "2026-04-18T08:20:35Z"
 }