Refresh openclaw dataset snapshot 20260419T052035Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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@@ -41398,6 +41187,63 @@
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@@ -41980,6 +41826,63 @@
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new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260419T042034Z`
-- Generated: `2026-04-19T04:22:32Z`
+- Snapshot: `20260419T052035Z`
+- Generated: `2026-04-19T05:29:15Z`
 - Activity window: `7d`
-- Contributors: `710`
+- Contributors: `709`
 
 ## Summary
 
@@ -15,7 +15,7 @@
 | `hclsys` | [profile](https://github.com/hclsys) | no | CONTRIBUTOR | 4339d | `2026-01-29T06:32:51Z` | 41 | 0 | weak | low | high | very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `nightq` | [profile](https://github.com/nightq) | no | CONTRIBUTOR | 4825d | `2026-04-01T13:17:35Z` | 40 | 1 | weak | low | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `neeravmakwana` | [profile](https://github.com/neeravmakwana) | no | CONTRIBUTOR | 64d | `2026-02-24T02:57:36Z` | 40 | 0 | weak | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `kagura-agent` | [profile](https://github.com/kagura-agent) | no | CONTRIBUTOR | 32d | `2026-03-18T00:16:55Z` | 32 | 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` | 33 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
 | `Takhoffman` | [profile](https://github.com/Takhoffman) | no | CONTRIBUTOR | 5455d | `2026-01-27T16:37:08Z` | 32 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
 | `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 |
 | `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 30 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
@@ -59,6 +59,7 @@
 | `VACInc` | [profile](https://github.com/VACInc) | no | CONTRIBUTOR | 4839d | `2026-01-06T03:04:41Z` | 9 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `martingarramon` | [profile](https://github.com/martingarramon) | no | CONTRIBUTOR | 49d | `2026-03-21T22:50:34Z` | 9 | 1 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `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 |
+| `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 9 | 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 |
 | `WuKongAI-CMU` | [profile](https://github.com/WuKongAI-CMU) | no | CONTRIBUTOR | 343d | `2026-03-09T20:35:04Z` | 9 | 0 | weak | low | low | young account; high recent PR volume; high open PR share; targets high-star repos |
 | `xinmotlanthua` | [profile](https://github.com/xinmotlanthua) | no | CONTRIBUTOR | ?d | `2026-04-14T03:17:52Z` | 9 | 0 | n/a | n/a | n/a | summary unavailable |
 | `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 |
@@ -68,7 +69,6 @@
 | `rubencu` | [profile](https://github.com/rubencu) | no | CONTRIBUTOR | 4684d | `2026-04-13T11:49:44Z` | 8 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `visionik` | [profile](https://github.com/visionik) | no | CONTRIBUTOR | 6279d | `2026-01-02T09:08:10Z` | 8 | 1 | weak | moderate | low | many recent closed-unmerged PRs |
 | `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 |
-| `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 8 | 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 |
 | `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 |
 | `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 |
 | `jlapenna` | [profile](https://github.com/jlapenna) | no | CONTRIBUTOR | 6304d | `2026-04-03T04:12:38Z` | 8 | 0 | weak | low | low | high open PR share |
@@ -162,8 +162,8 @@
 | `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 |
 | `soloclz` | [profile](https://github.com/soloclz) | no | NONE | 728d | `2026-04-15T15:18:28Z` | 3 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `sqsge` | [profile](https://github.com/sqsge) | no | NONE | 1979d | `2026-04-13T14:48:07Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
+| `tianhaocui` | [profile](https://github.com/tianhaocui) | yes | NONE | 2442d | `2026-04-19T04:50:42Z` | 3 | 0 | mixed | moderate | low | high open PR share |
 | `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 |
-| `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 |
 | `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 |
 | `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 |
 | `feiskyer` | [profile](https://github.com/feiskyer) | no | CONTRIBUTOR | 5509d | `2026-04-06T06:23:31Z` | 5 | 2 | strong | low | low | targets high-star repos |
@@ -208,7 +208,7 @@
 | `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 |
 | `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 |
-| `CuzG-lab` | [profile](https://github.com/CuzG-lab) | yes | NONE | 61d | `2026-04-19T03:25:41Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `CuzG-lab` | [profile](https://github.com/CuzG-lab) | no | NONE | 61d | `2026-04-19T03:25:41Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; 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 |
 | `ender-wiggin-ai` | [profile](https://github.com/ender-wiggin-ai) | no | NONE | 40d | `2026-04-16T16:39:39Z` | 2 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `everySympathy` | [profile](https://github.com/everySympathy) | no | NONE | 129d | `2026-04-17T13:11:29Z` | 2 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
@@ -253,8 +253,7 @@
 | `yangxiyucs` | [profile](https://github.com/yangxiyucs) | no | NONE | 3510d | `2026-04-13T14:23:50Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ymaxgit` | [profile](https://github.com/ymaxgit) | no | NONE | 3289d | `2026-04-17T07:53:18Z` | 2 | 0 | mixed | low | low | high open PR share; no visible non-self stars |
 | `zhangyue19921010` | [profile](https://github.com/zhangyue19921010) | no | NONE | 2066d | `2026-04-17T03:44:42Z` | 2 | 0 | weak | low | low | high open PR share |
-| `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 |
-| `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 |
+| `HOYALIM` | [profile](https://github.com/HOYALIM) | no | CONTRIBUTOR | 736d | `2026-02-19T18:49:52Z` | 7 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `Jerry-Xin` | [profile](https://github.com/Jerry-Xin) | no | NONE | 4826d | `2026-03-13T06:51:39Z` | 6 | 0 | mixed | low | low | high open PR share |
 | `mmaps` | [profile](https://github.com/mmaps) | no | CONTRIBUTOR | 4827d | `2026-04-09T18:38:21Z` | 6 | 0 | strong | low | low | targets high-star repos |
 | `neofdezf-cloud` | [profile](https://github.com/neofdezf-cloud) | no | NONE | 19d | `2026-04-11T10:11:35Z` | 6 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -263,9 +262,7 @@
 | `extrasmall0` | [profile](https://github.com/extrasmall0) | no | CONTRIBUTOR | 77d | `2026-03-07T15:35:58Z` | 5 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
 | `saitama3292-onepunch` | [profile](https://github.com/saitama3292-onepunch) | no | NONE | 18d | `2026-04-07T12:18:26Z` | 5 | 0 | weak | low | low | very new account |
 | `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 |
-| `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 |
 | `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 |
 | `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 |
 | `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 |
@@ -303,7 +300,6 @@
 | `luoyanglang` | [profile](https://github.com/luoyanglang) | no | CONTRIBUTOR | 180d | `2026-04-07T19:32:24Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `Lutz2015` | [profile](https://github.com/Lutz2015) | no | NONE | 3824d | `2026-04-10T05:26:49Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mitmul` | [profile](https://github.com/mitmul) | no | NONE | 5513d | `2026-04-08T03:40:41Z` | 2 | 0 | strong | low | low | — |
-| `nasplycc` | [profile](https://github.com/nasplycc) | no | NONE | 81d | `2026-04-12T03:45:06Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `rhinoroo` | [profile](https://github.com/rhinoroo) | no | NONE | 4034d | `2026-04-12T04:14:07Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `snowshadow` | [profile](https://github.com/snowshadow) | no | NONE | 4105d | `2026-02-26T05:43:47Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `SYU8384` | [profile](https://github.com/SYU8384) | no | NONE | 2209d | `2026-04-09T18:58:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -319,8 +315,10 @@
 | `aaronwong1989` | [profile](https://github.com/aaronwong1989) | no | NONE | 3862d | `2026-04-08T10:53:13Z` | 1 | 4 | mixed | moderate | low | — |
 | `alexuser` | [profile](https://github.com/alexuser) | no | NONE | 5152d | `2026-03-23T06:01:48Z` | 1 | 4 | weak | low | low | high open PR share; targets high-star repos |
 | `rijhsinghani` | [profile](https://github.com/rijhsinghani) | no | NONE | 2351d | `2026-04-12T17:25:23Z` | 1 | 4 | mixed | low | low | high open PR share; targets high-star repos |
+| `p3nchan` | [profile](https://github.com/p3nchan) | no | CONTRIBUTOR | 4657d | `2026-02-27T05:49:54Z` | 1 | 3 | weak | low | low | high open PR share; targets high-star repos |
 | `rosesandhello` | [profile](https://github.com/rosesandhello) | no | NONE | 4087d | `2026-04-12T15:14:23Z` | 1 | 3 | weak | low | low | high open PR share; targets high-star repos |
 | `Conan-Scott` | [profile](https://github.com/Conan-Scott) | no | NONE | 19d | `2026-04-05T01:45:33Z` | 1 | 2 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `cwmine` | [profile](https://github.com/cwmine) | no | NONE | 4762d | `2026-03-01T15:52:37Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `Etoilelune` | [profile](https://github.com/Etoilelune) | no | NONE | 3481d | `2026-03-05T13:46:03Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `fujiwaranosai850` | [profile](https://github.com/fujiwaranosai850) | no | NONE | 56d | `2026-04-12T07:17:06Z` | 1 | 2 | mixed | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars |
 | `garnetlyx` | [profile](https://github.com/garnetlyx) | no | CONTRIBUTOR | 3984d | `2026-02-07T09:54:36Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -341,7 +339,6 @@
 | `ccage-simp` | [profile](https://github.com/ccage-simp) | no | NONE | 3516d | `2026-04-12T17:18:42Z` | 1 | 1 | weak | moderate | low | high open PR share |
 | `chaosreload` | [profile](https://github.com/chaosreload) | no | NONE | 4439d | `2026-03-09T03:44:40Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `Chased1k` | [profile](https://github.com/Chased1k) | no | NONE | 3580d | `2026-04-16T22:10:39Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `cwmine` | [profile](https://github.com/cwmine) | no | NONE | 4762d | `2026-03-01T15:52:37Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `d1rshan` | [profile](https://github.com/d1rshan) | no | NONE | 732d | `2026-04-17T06:12:09Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `DevInvestor` | [profile](https://github.com/DevInvestor) | no | NONE | 104d | `2026-03-24T13:05:09Z` | 1 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Dithilli` | [profile](https://github.com/Dithilli) | no | CONTRIBUTOR | 2832d | `2026-02-19T14:54:20Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
@@ -353,6 +350,7 @@
 | `fredguile` | [profile](https://github.com/fredguile) | no | NONE | 5894d | `2026-04-12T15:58:55Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs |
 | `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 |
 | `Gi99lin` | [profile](https://github.com/Gi99lin) | no | NONE | 1977d | `2026-04-14T17:54:02Z` | 1 | 1 | mixed | low | low | high open PR share |
+| `HaseebDev` | [profile](https://github.com/HaseebDev) | no | NONE | 2568d | `2026-04-19T02:58:49Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `huveewomg` | [profile](https://github.com/huveewomg) | no | NONE | 2127d | `2026-04-14T03:49:33Z` | 1 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `hyamie` | [profile](https://github.com/hyamie) | no | NONE | 167d | `2026-04-15T15:40:25Z` | 1 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `jacko2bot` | [profile](https://github.com/jacko2bot) | no | NONE | 63d | `2026-04-17T23:40:43Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -374,7 +372,6 @@
 | `mujiannan` | [profile](https://github.com/mujiannan) | no | NONE | 2650d | `2026-02-18T16:17:02Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `nanami-he` | [profile](https://github.com/nanami-he) | no | NONE | 23d | `2026-03-23T18:08:07Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `nsnydr` | [profile](https://github.com/nsnydr) | no | NONE | 2898d | `2026-04-14T20:31:31Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `p3nchan` | [profile](https://github.com/p3nchan) | no | CONTRIBUTOR | 4657d | `2026-02-27T05:49:54Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `parfumed` | [profile](https://github.com/parfumed) | no | NONE | ?d | `2026-04-13T06:14:50Z` | 1 | 1 | n/a | n/a | n/a | summary unavailable |
 | `phenomenoner` | [profile](https://github.com/phenomenoner) | no | NONE | 1856d | `2026-02-07T09:43:23Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `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 |
@@ -412,8 +409,8 @@
 | `aliyevaladddin` | [profile](https://github.com/aliyevaladddin) | no | NONE | 326d | `2026-04-15T01:10:25Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `allenliang2022` | [profile](https://github.com/allenliang2022) | no | NONE | 1544d | `2026-04-17T11:19:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `altierac` | [profile](https://github.com/altierac) | no | NONE | 5d | `2026-04-18T16:22:48Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
-| `ammadfa` | [profile](https://github.com/ammadfa) | no | NONE | 4214d | `2026-04-12T04:32:50Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `andyylin` | [profile](https://github.com/andyylin) | no | CONTRIBUTOR | 2500d | `2026-04-08T14:02:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `aniaan` | [profile](https://github.com/aniaan) | yes | NONE | 2846d | `2026-04-19T04:23:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `anniesurla` | [profile](https://github.com/anniesurla) | no | NONE | 1352d | `2026-04-18T00:06:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `AnonAmit` | [profile](https://github.com/AnonAmit) | no | CONTRIBUTOR | 1058d | `2026-04-12T14:24:33Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `ANURAG040599` | [profile](https://github.com/ANURAG040599) | no | NONE | 1856d | `2026-04-13T03:07:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -527,6 +524,7 @@
 | `insomnius` | [profile](https://github.com/insomnius) | no | NONE | 3552d | `2026-04-16T11:54:42Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `iosifpeterfi` | [profile](https://github.com/iosifpeterfi) | no | NONE | 4825d | `2026-04-14T20:41:55Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `itsuzef` | [profile](https://github.com/itsuzef) | no | NONE | 2465d | `2026-02-21T23:47:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `Ittiz` | [profile](https://github.com/Ittiz) | yes | NONE | 3388d | `2026-04-19T04:39:37Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `ivyhabscheid` | [profile](https://github.com/ivyhabscheid) | no | NONE | 12d | `2026-04-16T18:44:59Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `jack-ra` | [profile](https://github.com/jack-ra) | no | NONE | 4832d | `2026-04-18T04:40:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JackChiang233` | [profile](https://github.com/JackChiang233) | no | NONE | 1742d | `2026-04-15T09:01:12Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -544,7 +542,6 @@
 | `jiasi-latent` | [profile](https://github.com/jiasi-latent) | no | NONE | 97d | `2026-04-16T00:46:25Z` | 1 | 0 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `jiecloud` | [profile](https://github.com/jiecloud) | no | NONE | 1939d | `2026-04-16T16:02:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jinalex` | [profile](https://github.com/jinalex) | no | NONE | 4188d | `2026-04-13T23:33:25Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `jnk0423` | [profile](https://github.com/jnk0423) | no | NONE | 359d | `2026-04-12T04:42:09Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `joeyfrasier` | [profile](https://github.com/joeyfrasier) | no | NONE | 3894d | `2026-02-18T11:51:54Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
@@ -595,6 +592,7 @@
 | `markrachapoom` | [profile](https://github.com/markrachapoom) | no | NONE | 2004d | `2026-04-18T20:31:21Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs |
 | `martinfrancois` | [profile](https://github.com/martinfrancois) | no | CONTRIBUTOR | 3866d | `2026-02-22T13:20:08Z` | 1 | 0 | strong | low | low | — |
 | `mazhe-nerd` | [profile](https://github.com/mazhe-nerd) | no | CONTRIBUTOR | 1423d | `2026-04-13T03:15:07Z` | 1 | 0 | mixed | moderate | low | high open PR share |
+| `melderan` | [profile](https://github.com/melderan) | yes | NONE | 5635d | `2026-04-19T05:16:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mfzzf` | [profile](https://github.com/mfzzf) | no | NONE | 1386d | `2026-04-14T08:24:14Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `michaelhughes2501` | [profile](https://github.com/michaelhughes2501) | no | NONE | 76d | `2026-04-15T03:31:06Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `Minijus-Sa` | [profile](https://github.com/Minijus-Sa) | no | CONTRIBUTOR | 590d | `2026-04-13T11:17:01Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
@@ -605,6 +603,7 @@
 | `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 |
 | `MotherSphere` | [profile](https://github.com/MotherSphere) | no | NONE | 198d | `2026-04-18T14:28:07Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `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 |
+| `name5566` | [profile](https://github.com/name5566) | yes | NONE | 5820d | `2026-04-19T04:38:23Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; 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 |
 | `nerua1` | [profile](https://github.com/nerua1) | no | NONE | 20d | `2026-04-12T19:44:51Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `nighting0615` | [profile](https://github.com/nighting0615) | no | NONE | 800d | `2026-04-14T07:39:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -870,11 +869,11 @@ 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: `2026-04-19T03:22:35Z`
+- repo last seen: `2026-04-19T04:26:02Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **39**
-- snapshot authored PRs/issues: **32 PRs / 7 issues**
+- repo primary artifacts: **40**
+- snapshot authored PRs/issues: **33 PRs / 7 issues**
 - snapshot discussion activity: **50 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%**)
@@ -883,9 +882,9 @@ Example artifacts:
 - heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
 
 Example artifacts:
+- [PR #68817: fix: add claude, codex, hermes to Windows .cmd shim allowlist](https://github.com/openclaw/openclaw/pull/68817) — open
 - [PR #68798: fix: prevent auto-fallback model from persisting into session state](https://github.com/openclaw/openclaw/pull/68798) — open
 - [PR #68783: fix(cron): preserve delivery config across job executions (#68760)](https://github.com/openclaw/openclaw/pull/68783) — open
-- [PR #68753: fix: allow systemEvent cron jobs to specify custom timeoutSeconds](https://github.com/openclaw/openclaw/pull/68753) — 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
@@ -1908,6 +1907,29 @@ Example artifacts:
 - [PR #67785: fix(agents): scope nested lane per target session to stop cross-agent blocking (#67502)](https://github.com/openclaw/openclaw/pull/67785) — closed, merged
 - [Issue #67934: [feature request] Auto-apply auth.applyConfig at plugin-load time for Category B providers (defineSingleProviderPluginEntry)](https://github.com/openclaw/openclaw/issues/67934) — closed
 
+### `armorbreak001`
+
+- profile: [github.com/armorbreak001](https://github.com/armorbreak001)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aarmorbreak001)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aarmorbreak001)
+- repo first seen: `2026-04-16T01:31:19Z`
+- repo last seen: `2026-04-19T04:46:24Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **9**
+- snapshot authored PRs/issues: **9 PRs / 0 issues**
+- snapshot discussion activity: **6 comments / 3 reviews / 3 review comments**
+- account age: **7 days**
+- recent public PR activity: **145 PRs** (8 merged / 23 closed-unmerged / 114 open; merged rate **6%**, closed-unmerged rate **16%**, open rate **79%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
+- heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars**
+
+Example artifacts:
+- [PR #68822: feat(memory): make embedding retry/concurrency parameters configurable](https://github.com/openclaw/openclaw/pull/68822) — open
+- [PR #68742: fix(agents): restore streaming usage tracking for non-native openai-completions providers](https://github.com/openclaw/openclaw/pull/68742) — open
+- [PR #68714: fix(config): openclaw.json written with 0664 mode instead of 0600 after hot-save](https://github.com/openclaw/openclaw/pull/68714) — open
+
 ### `WuKongAI-CMU`
 
 - profile: [github.com/WuKongAI-CMU](https://github.com/WuKongAI-CMU)
@@ -2083,12 +2105,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Avisionik)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Avisionik)
 - repo first seen: `2026-01-02T09:08:10Z`
-- repo last seen: `2026-04-18T22:49:07Z`
+- repo last seen: `2026-04-19T04:43:09Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **9**
 - snapshot authored PRs/issues: **8 PRs / 1 issues**
-- snapshot discussion activity: **22 comments / 2 reviews / 0 review comments**
+- snapshot discussion activity: **23 comments / 2 reviews / 0 review comments**
 - account age: **6279 days**
 - recent public PR activity: **12 PRs** (4 merged / 5 closed-unmerged / 3 open; merged rate **33%**, closed-unmerged rate **42%**, open rate **25%**)
 - public orgs: `rayo`, `FAForever`
@@ -2124,29 +2146,6 @@ Example artifacts:
 - [PR #67124: fix(gateway): skip scope-upgrade pairing for unpaired local backend clients](https://github.com/openclaw/openclaw/pull/67124) — open
 - [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
 
-### `armorbreak001`
-
-- profile: [github.com/armorbreak001](https://github.com/armorbreak001)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aarmorbreak001)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aarmorbreak001)
-- repo first seen: `2026-04-16T01:31:19Z`
-- repo last seen: `2026-04-19T00:48:20Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **8**
-- snapshot authored PRs/issues: **8 PRs / 0 issues**
-- snapshot discussion activity: **6 comments / 3 reviews / 3 review comments**
-- account age: **7 days**
-- recent public PR activity: **145 PRs** (8 merged / 23 closed-unmerged / 114 open; merged rate **6%**, closed-unmerged rate **16%**, open rate **79%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
-- heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars**
-
-Example artifacts:
-- [PR #68742: fix(agents): restore streaming usage tracking for non-native openai-completions providers](https://github.com/openclaw/openclaw/pull/68742) — open
-- [PR #68714: fix(config): openclaw.json written with 0664 mode instead of 0600 after hot-save](https://github.com/openclaw/openclaw/pull/68714) — open
-- [PR #68555: fix(cron): loud error when payload.model silently falls back to wrong provider (#67756)](https://github.com/openclaw/openclaw/pull/68555) — open
-
 ### `draix`
 
 - profile: [github.com/draix](https://github.com/draix)
@@ -2504,12 +2503,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AMlightsnow)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AMlightsnow)
 - repo first seen: `2026-04-09T22:29:10Z`
-- repo last seen: `2026-04-18T06:48:07Z`
+- repo last seen: `2026-04-19T04:47:17Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 3 reviews / 3 review comments**
+- snapshot discussion activity: **1 comments / 4 reviews / 4 review comments**
 - account age: **1899 days**
 - recent public PR activity: **5 PRs** (0 merged / 1 closed-unmerged / 4 open; merged rate **0%**, closed-unmerged rate **20%**, open rate **80%**)
 - public orgs: none visible
@@ -4323,6 +4322,29 @@ Example artifacts:
 - [PR #66018: fix(ci): resolve existing tsgo type errors](https://github.com/openclaw/openclaw/pull/66018) — closed
 - [PR #65992: fix(memory-wiki): prevent ingested source page collisions](https://github.com/openclaw/openclaw/pull/65992) — open
 
+### `tianhaocui`
+
+- profile: [github.com/tianhaocui](https://github.com/tianhaocui)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Atianhaocui)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Atianhaocui)
+- repo first seen: `2026-04-19T04:50:42Z`
+- repo last seen: `2026-04-19T05:10:09Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2442 days**
+- recent public PR activity: **19 PRs** (9 merged / 2 closed-unmerged / 8 open; merged rate **47%**, closed-unmerged rate **11%**, open rate **42%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #68830: fix(memory): expose vectorScore and textScore in hybrid search results](https://github.com/openclaw/openclaw/pull/68830) — open
+- [PR #68829: fix(cron): stop persisting "last" as literal delivery channel value](https://github.com/openclaw/openclaw/pull/68829) — open
+- [PR #68824: fix: remove blanket heredoc approval gate in allowlist mode](https://github.com/openclaw/openclaw/pull/68824) — open
+
 ### `xudaiyanzi`
 
 - profile: [github.com/xudaiyanzi](https://github.com/xudaiyanzi)
@@ -4346,29 +4368,6 @@ Example artifacts:
 - [PR #67951: fix(ui): retry chat.history during gateway startup without retryable](https://github.com/openclaw/openclaw/pull/67951) — open
 - [PR #66780: fix(ui): retry chat.history during gateway startup without retryable](https://github.com/openclaw/openclaw/pull/66780) — open
 
-### `w-sss`
-
-- profile: [github.com/w-sss](https://github.com/w-sss)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aw-sss)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aw-sss)
-- repo first seen: `2026-03-16T09:14:04Z`
-- repo last seen: `2026-04-12T05:19:25Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **34**
-- snapshot authored PRs/issues: **34 PRs / 0 issues**
-- snapshot discussion activity: **39 comments / 0 reviews / 0 review comments**
-- account age: **391 days**
-- recent public PR activity: **4 PRs** (0 merged / 0 closed-unmerged / 4 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 #65187: test: add regression tests for <final> tag stripping in UI message extraction](https://github.com/openclaw/openclaw/pull/65187) — open
-- [PR #65178: fix: case-insensitive model lookup for image support resolution](https://github.com/openclaw/openclaw/pull/65178) — open
-- [PR #65167: fix: dispatch plugin hooks (before_prompt_build, agent_end) in cli-runner](https://github.com/openclaw/openclaw/pull/65167) — open
-
 ### `slepybear`
 
 - profile: [github.com/slepybear](https://github.com/slepybear)
@@ -5415,7 +5414,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ACuzG-lab)
 - repo first seen: `2026-04-19T03:25:41Z`
 - repo last seen: `2026-04-19T03:28:59Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
@@ -6398,29 +6397,6 @@ Example artifacts:
 - [PR #68116: feat(memory-lancedb): support reindex and drop-index command](https://github.com/openclaw/openclaw/pull/68116) — open
 - [PR #67952: fix(memory-lancedb): get memory records through ltm list command](https://github.com/openclaw/openclaw/pull/67952) — open
 
-### `Yanhu007`
-
-- profile: [github.com/Yanhu007](https://github.com/Yanhu007)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AYanhu007)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AYanhu007)
-- repo first seen: `2026-04-10T13:40:56Z`
-- repo last seen: `2026-04-12T04:35:40Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **22**
-- snapshot authored PRs/issues: **22 PRs / 0 issues**
-- snapshot discussion activity: **10 comments / 0 reviews / 0 review comments**
-- account age: **4741 days**
-- recent public PR activity: **200 PRs** (20 merged / 28 closed-unmerged / 152 open; merged rate **10%**, closed-unmerged rate **14%**, open rate **76%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share**
-
-Example artifacts:
-- [PR #65175: fix(cron): persist sessionFile for isolated cron runs to prevent orphans](https://github.com/openclaw/openclaw/pull/65175) — open
-- [PR #65059: fix(minimax): use configured baseUrl for usage polling endpoint](https://github.com/openclaw/openclaw/pull/65059) — open
-- [PR #65058: fix(googlechat): accept add-on space lifecycle payload variants](https://github.com/openclaw/openclaw/pull/65058) — open
-
 ### `HOYALIM`
 
 - profile: [github.com/HOYALIM](https://github.com/HOYALIM)
@@ -6430,8 +6406,8 @@ Example artifacts:
 - repo last seen: `2026-04-13T00:26:15Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **6**
-- snapshot authored PRs/issues: **6 PRs / 0 issues**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **7 PRs / 0 issues**
 - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
 - account age: **736 days**
 - recent public PR activity: **9 PRs** (2 merged / 0 closed-unmerged / 7 open; merged rate **22%**, closed-unmerged rate **0%**, open rate **78%**)
@@ -6628,29 +6604,6 @@ Example artifacts:
 - [PR #53875: fix: allow compact retry after failed session compaction](https://github.com/openclaw/openclaw/pull/53875) — closed, merged
 - [PR #53843: Webchat: handle bare /compact as session compaction](https://github.com/openclaw/openclaw/pull/53843) — closed, merged
 
-### `ShionEria`
-
-- profile: [github.com/ShionEria](https://github.com/ShionEria)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AShionEria)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AShionEria)
-- repo first seen: `2026-03-16T10:11:17Z`
-- repo last seen: `2026-04-12T04:27:30Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **16 comments / 0 reviews / 0 review comments**
-- account age: **35 days**
-- recent public PR activity: **7 PRs** (1 merged / 3 closed-unmerged / 3 open; merged rate **14%**, closed-unmerged rate **43%**, open rate **43%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #65172: fix(ui): stop misparsing cron-like at schedule strings](https://github.com/openclaw/openclaw/pull/65172) — closed
-- [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)
@@ -6675,30 +6628,6 @@ Example artifacts:
 - [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
 
-### `web3blind`
-
-- profile: [github.com/web3blind](https://github.com/web3blind)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aweb3blind)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aweb3blind)
-- repo first seen: `2026-03-21T14:20:44Z`
-- repo last seen: `2026-04-12T16:06:26Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **4 PRs / 1 issues**
-- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
-- account age: **46 days**
-- recent public PR activity: **9 PRs** (0 merged / 2 closed-unmerged / 7 open; merged rate **0%**, closed-unmerged rate **22%**, open rate **78%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
-- heuristic read: **very new account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #65174: Improve subagent start notices with resolved model info](https://github.com/openclaw/openclaw/pull/65174) — open
-- [PR #64746: Improve subagent start notices with resolved model info](https://github.com/openclaw/openclaw/pull/64746) — closed
-- [PR #64731: fix(telegram): show model fallback notices outside verbose mode](https://github.com/openclaw/openclaw/pull/64731) — open
-- [Issue #51645: Voice transcription not working in group/topic chats](https://github.com/openclaw/openclaw/issues/51645) — open
-
 ### `leonardsellem`
 
 - profile: [github.com/leonardsellem](https://github.com/leonardsellem)
@@ -7538,28 +7467,6 @@ Example artifacts:
 - [PR #65275: feat: Add PLaMo provider](https://github.com/openclaw/openclaw/pull/65275) — open
 - [PR #62893: feat: Add plamo-3.0-prime-beta provider](https://github.com/openclaw/openclaw/pull/62893) — closed
 
-### `nasplycc`
-
-- profile: [github.com/nasplycc](https://github.com/nasplycc)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anasplycc)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anasplycc)
-- repo first seen: `2026-04-12T03:45:06Z`
-- repo last seen: `2026-04-12T05:12:26Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **81 days**
-- recent public PR activity: **3 PRs** (1 merged / 0 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
-- 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 #65186: feat: add <example> trigger mechanism for Skills](https://github.com/openclaw/openclaw/pull/65186) — open
-- [PR #65150: feat: add tool:beforeExecute/afterExecute internal hooks](https://github.com/openclaw/openclaw/pull/65150) — open
-
 ### `rhinoroo`
 
 - profile: [github.com/rhinoroo](https://github.com/rhinoroo)
@@ -7908,6 +7815,30 @@ Example artifacts:
 - [Issue #65650: feat: wire SQLite message store into active gateway for SIGTERM resilience](https://github.com/openclaw/openclaw/issues/65650) — open
 - [Issue #65485: Gateway SIGTERM-restarts kill in-flight agent runs on non-critical config changes](https://github.com/openclaw/openclaw/issues/65485) — open
 
+### `p3nchan`
+
+- profile: [github.com/p3nchan](https://github.com/p3nchan)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ap3nchan)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ap3nchan)
+- repo first seen: `2026-02-27T05:49:54Z`
+- repo last seen: `2026-04-16T18:55:01Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **1 PRs / 3 issues**
+- snapshot discussion activity: **19 comments / 0 reviews / 0 review comments**
+- account age: **4657 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 #67782: fix(telegram): skip delete before non-empty command sync](https://github.com/openclaw/openclaw/pull/67782) — open
+- [Issue #51100: [Bug]: Gateway process ignores SIGTERM during Telegram polling recovery — requires SIGKILL](https://github.com/openclaw/openclaw/issues/51100) — closed
+- [Issue #33906: DiscordMessageListener blocks for 120s causing silent event drop](https://github.com/openclaw/openclaw/issues/33906) — closed
+- [Issue #33864: Bug: User messages silently deleted when session fails due to provider error](https://github.com/openclaw/openclaw/issues/33864) — closed
+
 ### `rosesandhello`
 
 - profile: [github.com/rosesandhello](https://github.com/rosesandhello)
@@ -7955,6 +7886,29 @@ Example artifacts:
 - [Issue #67915: [Bug]: Local assistant attachments shown as "Unavailable — Outside allowed folders" despite correct server config](https://github.com/openclaw/openclaw/issues/67915) — open
 - [Issue #63033: [Bug]: Agent-sent TTS audio not delivered via webchat — block vs final payload mismatch](https://github.com/openclaw/openclaw/issues/63033) — closed
 
+### `cwmine`
+
+- profile: [github.com/cwmine](https://github.com/cwmine)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Acwmine)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acwmine)
+- repo first seen: `2026-03-01T15:52:37Z`
+- repo last seen: `2026-04-13T16:55:36Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **1 PRs / 2 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **4762 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 #66071: Fix commentary leaks in OpenResponses HTTP streaming](https://github.com/openclaw/openclaw/pull/66071) — open
+- [Issue #37430: Message tool: error notification sent after successful retry causes confusion](https://github.com/openclaw/openclaw/issues/37430) — open
+- [Issue #30764: Feature: User-configurable session lifecycle hooks (onBeforeReset, onSessionStart)](https://github.com/openclaw/openclaw/issues/30764) — closed
+
 ### `Etoilelune`
 
 - profile: [github.com/Etoilelune](https://github.com/Etoilelune)
@@ -8053,12 +8007,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akesslerio)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akesslerio)
 - repo first seen: `2026-01-29T00:28:18Z`
-- repo last seen: `2026-04-19T03:40:39Z`
+- repo last seen: `2026-04-19T05:21:10Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **1 PRs / 2 issues**
-- snapshot discussion activity: **11 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **12 comments / 2 reviews / 2 review comments**
 - account age: **4923 days**
 - recent public PR activity: **6 PRs** (1 merged / 1 closed-unmerged / 4 open; merged rate **17%**, closed-unmerged rate **17%**, open rate **67%**)
 - public orgs: none visible
@@ -8406,28 +8360,6 @@ Example artifacts:
 - [PR #68310: fix(pi-embedded-runner): retry silent stopReason=error turns (non-frontier models)](https://github.com/openclaw/openclaw/pull/68310) — open
 - [Issue #68281: GLM 5.1 / non-frontier models: stopReason=error + output=0 turns silently abort with no retry path](https://github.com/openclaw/openclaw/issues/68281) — open
 
-### `cwmine`
-
-- profile: [github.com/cwmine](https://github.com/cwmine)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Acwmine)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acwmine)
-- repo first seen: `2026-03-01T15:52:37Z`
-- repo last seen: `2026-04-13T16:55:36Z`
-- 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: **4762 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 #66071: Fix commentary leaks in OpenResponses HTTP streaming](https://github.com/openclaw/openclaw/pull/66071) — open
-- [Issue #30764: Feature: User-configurable session lifecycle hooks (onBeforeReset, onSessionStart)](https://github.com/openclaw/openclaw/issues/30764) — closed
-
 ### `d1rshan`
 
 - profile: [github.com/d1rshan](https://github.com/d1rshan)
@@ -8670,6 +8602,28 @@ Example artifacts:
 - [PR #66720: fix: strip runtime-specific properties from sessions_spawn tool schema for provider compatibility](https://github.com/openclaw/openclaw/pull/66720) — open
 - [Issue #66719: sessions_spawn tool schema includes ACP-only fields that break non-native OpenAI providers](https://github.com/openclaw/openclaw/issues/66719) — open
 
+### `HaseebDev`
+
+- profile: [github.com/HaseebDev](https://github.com/HaseebDev)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AHaseebDev)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AHaseebDev)
+- repo first seen: `2026-04-19T02:58:49Z`
+- repo last seen: `2026-04-19T04:31:34Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **2568 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 #68819: fix: resolve Windows .cmd shims to underlying .exe before spawn](https://github.com/openclaw/openclaw/pull/68819) — open
+- [Issue #68788: [Bug]: Windows: spawn claude ENOENT "claude" missing from cmdCommands shim allowlist](https://github.com/openclaw/openclaw/issues/68788) — open
+
 ### `huveewomg`
 
 - profile: [github.com/huveewomg](https://github.com/huveewomg)
@@ -9132,28 +9086,6 @@ Example artifacts:
 - [PR #66787: feat(agents): routing lane visibility, judge gate, and challenger scaffold](https://github.com/openclaw/openclaw/pull/66787) — closed
 - [Issue #66789: runtime-route-truth-in-status-surface](https://github.com/openclaw/openclaw/issues/66789) — closed
 
-### `p3nchan`
-
-- profile: [github.com/p3nchan](https://github.com/p3nchan)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ap3nchan)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ap3nchan)
-- repo first seen: `2026-02-27T05:49:54Z`
-- repo last seen: `2026-04-16T18:55:01Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **19 comments / 0 reviews / 0 review comments**
-- account age: **4657 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 #67782: fix(telegram): skip delete before non-empty command sync](https://github.com/openclaw/openclaw/pull/67782) — open
-- [Issue #51100: [Bug]: Gateway process ignores SIGTERM during Telegram polling recovery — requires SIGKILL](https://github.com/openclaw/openclaw/issues/51100) — closed
-
 ### `parfumed`
 
 - profile: [github.com/parfumed](https://github.com/parfumed)
@@ -9953,27 +9885,6 @@ Example artifacts:
 Example artifacts:
 - [PR #68639: fix(memory-wiki): forward sessionKey to shared memory search](https://github.com/openclaw/openclaw/pull/68639) — open
 
-### `ammadfa`
-
-- profile: [github.com/ammadfa](https://github.com/ammadfa)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aammadfa)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aammadfa)
-- repo first seen: `2026-04-12T04:32:50Z`
-- repo last seen: `2026-04-12T04:32:50Z`
-- 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: **4214 days**
-- recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #65173: Core: Add Makefile](https://github.com/openclaw/openclaw/pull/65173) — closed
-
 ### `andyylin`
 
 - profile: [github.com/andyylin](https://github.com/andyylin)
@@ -9995,6 +9906,27 @@ Example artifacts:
 Example artifacts:
 - [PR #67185: fix(sessions): dedupe redundant delivery mirrors](https://github.com/openclaw/openclaw/pull/67185) — closed, merged
 
+### `aniaan`
+
+- profile: [github.com/aniaan](https://github.com/aniaan)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aaniaan)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aaniaan)
+- repo first seen: `2026-04-19T04:23:08Z`
+- repo last seen: `2026-04-19T04:23:08Z`
+- 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: **2846 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 #68816: feat(moonshot): default to Kimi K2.6 with K2.6-only thinking.keep support](https://github.com/openclaw/openclaw/pull/68816) — open
+
 ### `anniesurla`
 
 - profile: [github.com/anniesurla](https://github.com/anniesurla)
@@ -12369,6 +12301,27 @@ Example artifacts:
 Example artifacts:
 - [PR #68321: feat(elevenlabs): register eleven_v3 in TTS model allowlist](https://github.com/openclaw/openclaw/pull/68321) — open
 
+### `Ittiz`
+
+- profile: [github.com/Ittiz](https://github.com/Ittiz)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AIttiz)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AIttiz)
+- repo first seen: `2026-04-19T04:39:37Z`
+- repo last seen: `2026-04-19T04:39:37Z`
+- 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: **3388 days**
+- recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #68821: fix(gateway,ui): restore managed media transcript persistence in webchat](https://github.com/openclaw/openclaw/pull/68821) — closed, draft
+
 ### `ivyhabscheid`
 
 - profile: [github.com/ivyhabscheid](https://github.com/ivyhabscheid)
@@ -12726,27 +12679,6 @@ Example artifacts:
 Example artifacts:
 - [PR #66216: test(voice-call): add replay quality harness baseline](https://github.com/openclaw/openclaw/pull/66216) — closed
 
-### `jnk0423`
-
-- profile: [github.com/jnk0423](https://github.com/jnk0423)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajnk0423)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajnk0423)
-- repo first seen: `2026-04-12T04:42:09Z`
-- repo last seen: `2026-04-12T04:42:09Z`
-- 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: **359 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 #65180: fix(cli,sessions): make local model run stateless by default and keep transcript fallback profile-scoped](https://github.com/openclaw/openclaw/pull/65180) — open, draft
-
 ### `joeyfrasier`
 
 - profile: [github.com/joeyfrasier](https://github.com/joeyfrasier)
@@ -13797,6 +13729,27 @@ Example artifacts:
 Example artifacts:
 - [PR #65680: feat: Streamline Feishu channel onboarding with QR code scan-to-create flow](https://github.com/openclaw/openclaw/pull/65680) — closed, merged
 
+### `melderan`
+
+- profile: [github.com/melderan](https://github.com/melderan)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amelderan)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amelderan)
+- repo first seen: `2026-04-19T05:16:56Z`
+- repo last seen: `2026-04-19T05:16:56Z`
+- 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: **5635 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 #68831: perf: share JITI instances across plugins with identical alias configs](https://github.com/openclaw/openclaw/pull/68831) — open
+
 ### `mfzzf`
 
 - profile: [github.com/mfzzf](https://github.com/mfzzf)
@@ -14007,6 +13960,27 @@ Example artifacts:
 Example artifacts:
 - [PR #65741: fix(telegram): improve group message routing reliability](https://github.com/openclaw/openclaw/pull/65741) — open
 
+### `name5566`
+
+- profile: [github.com/name5566](https://github.com/name5566)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aname5566)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aname5566)
+- repo first seen: `2026-04-19T04:38:23Z`
+- repo last seen: `2026-04-19T04:38:23Z`
+- 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: **5820 days**
+- recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #68820: feat(exec): inject OPENCLAW_SESSION_KEY env var for child processes](https://github.com/openclaw/openclaw/pull/68820) — open
+
 ### `neilofneils404`
 
 - profile: [github.com/neilofneils404](https://github.com/neilofneils404)

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