Refresh openclaw dataset snapshot 20260419T062034Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 3774,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share; no visible non-self stars; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 1,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 1,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 1.0,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 65190,
-            "title": "feat(i18n): add Vietnamese (vi-VN) localization",
-            "url": "https://github.com/openclaw/openclaw/pull/65190",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-12T05:23:40Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "kilo5-eng",
       "name": null,
@@ -41203,12 +40922,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
-      "new_to_repo": true,
-      "first_seen_in_snapshot": true,
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 5635,
       "young_account": false,
       "follow_through_score": "weak",
@@ -41842,12 +41561,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
-      "new_to_repo": true,
-      "first_seen_in_snapshot": true,
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 5820,
       "young_account": false,
       "follow_through_score": "weak",
@@ -41873,7 +41592,7 @@
             "number": 68820,
             "title": "feat(exec): inject OPENCLAW_SESSION_KEY env var for child processes",
             "url": "https://github.com/openclaw/openclaw/pull/68820",
-            "state": "open",
+            "state": "closed",
             "merged": false,
             "draft": false,
             "created_at": "2026-04-19T04:38:23Z"

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260419T052035Z`
-- Generated: `2026-04-19T05:29:15Z`
+- Snapshot: `20260419T062034Z`
+- Generated: `2026-04-19T06:22:19Z`
 - Activity window: `7d`
-- Contributors: `709`
+- Contributors: `705`
 
 ## Summary
 
@@ -12,13 +12,13 @@
 | `EronFan` | [profile](https://github.com/EronFan) | no | CONTRIBUTOR | 2527d | `2026-03-24T11:57:26Z` | 72 | 0 | weak | low | medium | high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `vincentkoc` | [profile](https://github.com/vincentkoc) | no | MEMBER | 6420d | `2026-02-03T19:03:56Z` | 54 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `100yenadmin` | [profile](https://github.com/100yenadmin) | no | CONTRIBUTOR | 178d | `2026-03-15T18:31:56Z` | 51 | 49 | weak | moderate | medium | young account; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
+| `nightq` | [profile](https://github.com/nightq) | no | CONTRIBUTOR | 4825d | `2026-04-01T13:17:35Z` | 41 | 1 | weak | low | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `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` | 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 |
+| `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 31 | 1 | mixed | low | low | high recent PR volume; targets high-star repos |
 | `eleqtrizit` | [profile](https://github.com/eleqtrizit) | no | CONTRIBUTOR | 3150d | `2026-04-07T18:17:36Z` | 23 | 0 | strong | low | low | targets high-star repos |
 | `oraculoos` | [profile](https://github.com/oraculoos) | no | NONE | ?d | `2026-04-14T13:16:27Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
 | `coygeek` | [profile](https://github.com/coygeek) | no | CONTRIBUTOR | 2164d | `2026-01-31T03:06:37Z` | 19 | 20 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -32,8 +32,8 @@
 | `drobison00` | [profile](https://github.com/drobison00) | no | CONTRIBUTOR | 4625d | `2026-03-24T18:33:52Z` | 16 | 0 | strong | low | low | targets high-star repos |
 | `ly85206559` | [profile](https://github.com/ly85206559) | no | CONTRIBUTOR | 3985d | `2026-03-03T02:24:33Z` | 16 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `gumadeiras` | [profile](https://github.com/gumadeiras) | no | MEMBER | 4579d | `2026-01-14T20:41:14Z` | 15 | 1 | strong | low | low | targets high-star repos |
+| `neo1027144-creator` | [profile](https://github.com/neo1027144-creator) | no | CONTRIBUTOR | 37d | `2026-04-09T20:15:50Z` | 15 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `TOMUIV` | [profile](https://github.com/TOMUIV) | no | NONE | 215d | `2026-04-10T17:11:48Z` | 15 | 1 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
-| `neo1027144-creator` | [profile](https://github.com/neo1027144-creator) | no | CONTRIBUTOR | 37d | `2026-04-09T20:15:50Z` | 14 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `ngutman` | [profile](https://github.com/ngutman) | no | MEMBER | 5146d | `2026-01-06T16:12:16Z` | 14 | 0 | strong | moderate | low | targets high-star repos |
 | `pgondhi987` | [profile](https://github.com/pgondhi987) | no | CONTRIBUTOR | 24d | `2026-04-09T04:56:14Z` | 14 | 0 | strong | low | medium | very new account; no visible non-self stars; targets high-star repos |
 | `tentacloos` | [profile](https://github.com/tentacloos) | no | NONE | 22d | `2026-04-14T13:17:10Z` | 14 | 0 | n/a | low | medium | very new account; no visible non-self stars |
@@ -47,13 +47,13 @@
 | `sudie-codes` | [profile](https://github.com/sudie-codes) | no | CONTRIBUTOR | 173d | `2026-03-23T03:58:32Z` | 12 | 0 | mixed | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `1aifanatic` | [profile](https://github.com/1aifanatic) | no | NONE | 2426d | `2026-02-01T16:01:30Z` | 11 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Bartok9` | [profile](https://github.com/Bartok9) | no | CONTRIBUTOR | 70d | `2026-02-27T18:48:49Z` | 11 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `SARAMALI15792` | [profile](https://github.com/SARAMALI15792) | no | CONTRIBUTOR | 992d | `2026-04-11T06:57:22Z` | 11 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `Jimmy-xuzimo` | [profile](https://github.com/Jimmy-xuzimo) | no | CONTRIBUTOR | 1335d | `2026-02-25T14:46:20Z` | 10 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `lawrence3699` | [profile](https://github.com/lawrence3699) | no | CONTRIBUTOR | 135d | `2026-04-06T08:25:15Z` | 10 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `Linux2010` | [profile](https://github.com/Linux2010) | no | CONTRIBUTOR | 3021d | `2026-02-28T09:30:44Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `lml2468` | [profile](https://github.com/lml2468) | no | CONTRIBUTOR | 2893d | `2026-03-03T11:34:24Z` | 10 | 0 | strong | low | low | high recent PR volume |
 | `MonkeyLeeT` | [profile](https://github.com/MonkeyLeeT) | no | CONTRIBUTOR | 4437d | `2026-03-02T15:37:21Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Rohan5commit` | [profile](https://github.com/Rohan5commit) | no | CONTRIBUTOR | 580d | `2026-02-21T09:50:26Z` | 10 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
-| `SARAMALI15792` | [profile](https://github.com/SARAMALI15792) | no | CONTRIBUTOR | 992d | `2026-04-11T06:57:22Z` | 10 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `pfrederiksen` | [profile](https://github.com/pfrederiksen) | no | NONE | 5392d | `2026-04-14T16:42:04Z` | 9 | 4 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `jetd1` | [profile](https://github.com/jetd1) | no | CONTRIBUTOR | 3810d | `2026-04-09T03:07:08Z` | 9 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
@@ -162,7 +162,7 @@
 | `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 |
+| `tianhaocui` | [profile](https://github.com/tianhaocui) | no | 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 |
 | `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 |
@@ -173,6 +173,7 @@
 | `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 |
 | `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 |
+| `ayeshakhalid192007-dev` | [profile](https://github.com/ayeshakhalid192007-dev) | no | NONE | 172d | `2026-04-02T13:08:35Z` | 4 | 0 | weak | moderate | medium | young account; high open PR share |
 | `CyberRaccoonTeam` | [profile](https://github.com/CyberRaccoonTeam) | no | NONE | 451d | `2026-04-11T12:36:28Z` | 3 | 4 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
 | `glfruit` | [profile](https://github.com/glfruit) | no | NONE | 4773d | `2026-04-09T14:53:44Z` | 3 | 4 | weak | low | low | high open PR share; targets high-star repos |
 | `Alex-Alaniz` | [profile](https://github.com/Alex-Alaniz) | no | CONTRIBUTOR | 1705d | `2026-02-23T15:51:19Z` | 3 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -266,7 +267,6 @@
 | `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 |
-| `ayeshakhalid192007-dev` | [profile](https://github.com/ayeshakhalid192007-dev) | no | NONE | 172d | `2026-04-02T13:08:35Z` | 3 | 0 | weak | moderate | medium | young account; high open PR share |
 | `cedillarack` | [profile](https://github.com/cedillarack) | no | NONE | 61d | `2026-02-17T04:29:03Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `evandance` | [profile](https://github.com/evandance) | no | CONTRIBUTOR | 1220d | `2026-04-09T11:38:41Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `IVY-AI-gif` | [profile](https://github.com/IVY-AI-gif) | no | CONTRIBUTOR | 2223d | `2026-03-22T16:01:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -313,7 +313,6 @@
 | `lukeboyett` | [profile](https://github.com/lukeboyett) | no | CONTRIBUTOR | 2640d | `2026-02-09T19:59:59Z` | 1 | 5 | weak | moderate | low | high open PR share |
 | `perlowja` | [profile](https://github.com/perlowja) | no | NONE | 772d | `2026-04-02T20:34:32Z` | 1 | 5 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `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 |
@@ -375,14 +374,12 @@
 | `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 |
-| `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 |
 | `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 |
 | `soloxue` | [profile](https://github.com/soloxue) | no | NONE | 2971d | `2026-04-14T02:18:18Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `songbing0632-code` | [profile](https://github.com/songbing0632-code) | no | NONE | 155d | `2026-04-13T08:16:12Z` | 1 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `sukhdeepjohar` | [profile](https://github.com/sukhdeepjohar) | no | NONE | 2652d | `2026-04-16T16:40:13Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `swang430` | [profile](https://github.com/swang430) | no | NONE | 300d | `2026-04-12T03:33:12Z` | 1 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `tobemorelucky` | [profile](https://github.com/tobemorelucky) | no | NONE | 378d | `2026-04-15T02:58:46Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `wnlen` | [profile](https://github.com/wnlen) | no | NONE | 2224d | `2026-04-15T07:52:57Z` | 1 | 1 | strong | low | low | high recent PR volume |
 | `Xer0x-official` | [profile](https://github.com/Xer0x-official) | no | NONE | 2974d | `2026-04-12T21:34:07Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -410,7 +407,7 @@
 | `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 |
 | `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 |
+| `aniaan` | [profile](https://github.com/aniaan) | no | 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 |
@@ -524,7 +521,7 @@
 | `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 |
+| `Ittiz` | [profile](https://github.com/Ittiz) | no | 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 |
@@ -558,7 +555,6 @@
 | `kevinheneveld` | [profile](https://github.com/kevinheneveld) | no | NONE | 5269d | `2026-03-19T00:00:30Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `kiatng` | [profile](https://github.com/kiatng) | no | NONE | 5306d | `2026-04-14T10:51:21Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `Kieldro` | [profile](https://github.com/Kieldro) | no | NONE | 5383d | `2026-04-16T04:18:26Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `kiet1022` | [profile](https://github.com/kiet1022) | no | NONE | 3774d | `2026-04-12T05:23:40Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `kilo5-eng` | [profile](https://github.com/kilo5-eng) | no | NONE | 74d | `2026-04-16T17:10:30Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `kiranvs46` | [profile](https://github.com/kiranvs46) | no | NONE | 4347d | `2026-04-17T02:41:18Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `klingai-dev` | [profile](https://github.com/klingai-dev) | no | NONE | 4247d | `2026-04-14T12:08:17Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -592,7 +588,7 @@
 | `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 |
+| `melderan` | [profile](https://github.com/melderan) | no | 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 |
@@ -603,7 +599,7 @@
 | `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 |
+| `name5566` | [profile](https://github.com/name5566) | no | 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 |
@@ -793,6 +789,30 @@ Example artifacts:
 - [Issue #67777: [Bug]: Subagent completion delivery can be lost on direct-announce timeout, drain, or orphan prune](https://github.com/openclaw/openclaw/issues/67777) — open
 - [Issue #67637: [qa-lab] Add tool-call trace inspection to QaBusMessage for richer scenario assertions](https://github.com/openclaw/openclaw/issues/67637) — open
 
+### `nightq`
+
+- profile: [github.com/nightq](https://github.com/nightq)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anightq)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anightq)
+- repo first seen: `2026-04-01T13:17:35Z`
+- repo last seen: `2026-04-19T05:25:45Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **42**
+- snapshot authored PRs/issues: **41 PRs / 1 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **4825 days**
+- recent public PR activity: **116 PRs** (1 merged / 69 closed-unmerged / 46 open; merged rate **1%**, closed-unmerged rate **59%**, open rate **40%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #68832: fix(cron): support space-separated tools list for PowerShell compatibility](https://github.com/openclaw/openclaw/pull/68832) — closed
+- [PR #68787: fix(voice-call): skip speakInitialMessage when realtime mode is active](https://github.com/openclaw/openclaw/pull/68787) — closed
+- [PR #68570: fix(matrix): strip mention prefix before slash command matching](https://github.com/openclaw/openclaw/pull/68570) — open
+- [Issue #59034: [macOS] screen.record command not available on node](https://github.com/openclaw/openclaw/issues/59034) — open
+
 ### `hclsys`
 
 - profile: [github.com/hclsys](https://github.com/hclsys)
@@ -816,30 +836,6 @@ Example artifacts:
 - [PR #68492: fix(update-cli): capture macOS launchctl stderr to a log file instead of /dev/null](https://github.com/openclaw/openclaw/pull/68492) — closed, merged
 - [PR #68399: fix(cli): reject --agent on models set/set-image instead of silently writing global default](https://github.com/openclaw/openclaw/pull/68399) — closed
 
-### `nightq`
-
-- profile: [github.com/nightq](https://github.com/nightq)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anightq)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anightq)
-- repo first seen: `2026-04-01T13:17:35Z`
-- repo last seen: `2026-04-19T02:58:02Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **41**
-- snapshot authored PRs/issues: **40 PRs / 1 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **4825 days**
-- recent public PR activity: **116 PRs** (1 merged / 69 closed-unmerged / 46 open; merged rate **1%**, closed-unmerged rate **59%**, open rate **40%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #68787: fix(voice-call): skip speakInitialMessage when realtime mode is active](https://github.com/openclaw/openclaw/pull/68787) — closed
-- [PR #68570: fix(matrix): strip mention prefix before slash command matching](https://github.com/openclaw/openclaw/pull/68570) — open
-- [PR #68469: fix(browser): allow attachOnly profiles retry window for CDP connection](https://github.com/openclaw/openclaw/pull/68469) — open
-- [Issue #59034: [macOS] screen.record command not available on node](https://github.com/openclaw/openclaw/issues/59034) — open
-
 ### `neeravmakwana`
 
 - profile: [github.com/neeravmakwana](https://github.com/neeravmakwana)
@@ -945,11 +941,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahxy91819)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahxy91819)
 - repo first seen: `2026-03-13T11:26:05Z`
-- repo last seen: `2026-04-18T11:10:28Z`
+- repo last seen: `2026-04-19T06:16:11Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **31**
-- snapshot authored PRs/issues: **30 PRs / 1 issues**
+- repo primary artifacts: **32**
+- snapshot authored PRs/issues: **31 PRs / 1 issues**
 - snapshot discussion activity: **126 comments / 26 reviews / 26 review comments**
 - account age: **4229 days**
 - recent public PR activity: **25 PRs** (18 merged / 3 closed-unmerged / 4 open; merged rate **72%**, closed-unmerged rate **12%**, open rate **16%**)
@@ -958,9 +954,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #68835: fix(macos): stop evaluating model catalogs as JS](https://github.com/openclaw/openclaw/pull/68835) — open
 - [PR #68521: fix(secret-scanning): remove maintainer @<LOGIN> attribution from replacement comment template](https://github.com/openclaw/openclaw/pull/68521) — closed, merged
 - [PR #68519: fix(secret-scanning): remove maintainer @<LOGIN> attribution from replacement comment template](https://github.com/openclaw/openclaw/pull/68519) — closed
-- [PR #68509: changelog: move #67807 entry to Fixes section](https://github.com/openclaw/openclaw/pull/68509) — closed, merged
 - [Issue #64892: [Bug]: Agent self-update bypasses update.run and uses raw npm global upgrade without restarting gateway](https://github.com/openclaw/openclaw/issues/64892) — open
 
 ### `eleqtrizit`
@@ -1163,12 +1159,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ambelinky)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ambelinky)
 - repo first seen: `2026-02-08T09:07:45Z`
-- repo last seen: `2026-04-13T22:00:44Z`
+- repo last seen: `2026-04-19T06:10:46Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **18**
 - snapshot authored PRs/issues: **18 PRs / 0 issues**
-- snapshot discussion activity: **191 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **192 comments / 0 reviews / 0 review comments**
 - account age: **1077 days**
 - recent public PR activity: **18 PRs** (17 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
 - public orgs: none visible
@@ -1274,6 +1270,30 @@ Example artifacts:
 - [PR #67430: QA: split lab runtime and extend Matrix coverage](https://github.com/openclaw/openclaw/pull/67430) — closed, merged
 - [Issue #66738: Harden agent-scoped outbound host media reads with root-scoped file reads](https://github.com/openclaw/openclaw/issues/66738) — closed
 
+### `neo1027144-creator`
+
+- profile: [github.com/neo1027144-creator](https://github.com/neo1027144-creator)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aneo1027144-creator)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aneo1027144-creator)
+- repo first seen: `2026-04-09T20:15:50Z`
+- repo last seen: `2026-04-19T06:17:08Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **16**
+- snapshot authored PRs/issues: **15 PRs / 1 issues**
+- snapshot discussion activity: **43 comments / 20 reviews / 18 review comments**
+- account age: **37 days**
+- recent public PR activity: **14 PRs** (2 merged / 3 closed-unmerged / 9 open; merged rate **14%**, closed-unmerged rate **21%**, open rate **64%**)
+- 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 #68836: fix(telegram): add success log lines for media send operations [AI-assisted]](https://github.com/openclaw/openclaw/pull/68836) — open
+- [PR #67766: fix(gateway): fall back to explicit provider config for image capability when catalog misses [AI-assisted]](https://github.com/openclaw/openclaw/pull/67766) — open
+- [PR #67757: fix(openai-codex): resolve OAuth store/stream mismatch and HTML→DNS error misclassification [AI-assisted]](https://github.com/openclaw/openclaw/pull/67757) — closed
+- [Issue #63912: Gateway enters restart storm when gateway.mode is missing, making low-resource hosts unresponsive](https://github.com/openclaw/openclaw/issues/63912) — closed
+
 ### `TOMUIV`
 
 - profile: [github.com/TOMUIV](https://github.com/TOMUIV)
@@ -1298,30 +1318,6 @@ Example artifacts:
 - [PR #66320: fix(cron): enforce creatorScopes as privilege ceiling + lower cron.add scope](https://github.com/openclaw/openclaw/pull/66320) — closed
 - [Issue #64421: Misleading error: pairing required when cron.add fails due to insufficient scopes](https://github.com/openclaw/openclaw/issues/64421) — open
 
-### `neo1027144-creator`
-
-- profile: [github.com/neo1027144-creator](https://github.com/neo1027144-creator)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aneo1027144-creator)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aneo1027144-creator)
-- repo first seen: `2026-04-09T20:15:50Z`
-- repo last seen: `2026-04-17T12:16:47Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **15**
-- snapshot authored PRs/issues: **14 PRs / 1 issues**
-- snapshot discussion activity: **41 comments / 20 reviews / 18 review comments**
-- account age: **37 days**
-- recent public PR activity: **14 PRs** (2 merged / 3 closed-unmerged / 9 open; merged rate **14%**, closed-unmerged rate **21%**, open rate **64%**)
-- 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 #67766: fix(gateway): fall back to explicit provider config for image capability when catalog misses [AI-assisted]](https://github.com/openclaw/openclaw/pull/67766) — open
-- [PR #67757: fix(openai-codex): resolve OAuth store/stream mismatch and HTML→DNS error misclassification [AI-assisted]](https://github.com/openclaw/openclaw/pull/67757) — closed
-- [PR #67751: fix(slack): wake agent session on interactive reply button clicks [AI-assisted]](https://github.com/openclaw/openclaw/pull/67751) — open
-- [Issue #63912: Gateway enters restart storm when gateway.mode is missing, making low-resource hosts unresponsive](https://github.com/openclaw/openclaw/issues/63912) — closed
-
 ### `ngutman`
 
 - profile: [github.com/ngutman](https://github.com/ngutman)
@@ -1622,6 +1618,29 @@ Example artifacts:
 - [PR #68480: fix(active-memory): raise timeoutMs ceiling from 60s to 120s](https://github.com/openclaw/openclaw/pull/68480) — closed, merged
 - [PR #68047: fix(gateway): extend image-support name fallback to direct anthropic provider](https://github.com/openclaw/openclaw/pull/68047) — open
 
+### `SARAMALI15792`
+
+- profile: [github.com/SARAMALI15792](https://github.com/SARAMALI15792)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ASARAMALI15792)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ASARAMALI15792)
+- repo first seen: `2026-04-11T06:57:22Z`
+- repo last seen: `2026-04-19T06:10:21Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **11**
+- snapshot authored PRs/issues: **11 PRs / 0 issues**
+- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
+- account age: **992 days**
+- recent public PR activity: **12 PRs** (4 merged / 1 closed-unmerged / 7 open; merged rate **33%**, closed-unmerged rate **8%**, open rate **58%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68834: fix: prevent Discord ACP binding silent hang on fresh gateway boot](https://github.com/openclaw/openclaw/pull/68834) — open
+- [PR #68575: fix(telegram): reset sessions after unrecoverable context overflow](https://github.com/openclaw/openclaw/pull/68575) — open
+- [PR #68125: fix: Control UI runtime content filtering (#68094)](https://github.com/openclaw/openclaw/pull/68125) — closed
+
 ### `Jimmy-xuzimo`
 
 - profile: [github.com/Jimmy-xuzimo](https://github.com/Jimmy-xuzimo)
@@ -1760,29 +1779,6 @@ Example artifacts:
 - [PR #66363: fix(reply): classify billing cooldown summaries](https://github.com/openclaw/openclaw/pull/66363) — closed, merged
 - [PR #66110: fix(logging): support root log file overrides](https://github.com/openclaw/openclaw/pull/66110) — open
 
-### `SARAMALI15792`
-
-- profile: [github.com/SARAMALI15792](https://github.com/SARAMALI15792)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ASARAMALI15792)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ASARAMALI15792)
-- repo first seen: `2026-04-11T06:57:22Z`
-- repo last seen: `2026-04-18T13:25:33Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **10**
-- snapshot authored PRs/issues: **10 PRs / 0 issues**
-- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
-- account age: **992 days**
-- recent public PR activity: **12 PRs** (4 merged / 1 closed-unmerged / 7 open; merged rate **33%**, closed-unmerged rate **8%**, open rate **58%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68575: fix(telegram): reset sessions after unrecoverable context overflow](https://github.com/openclaw/openclaw/pull/68575) — open
-- [PR #68125: fix: Control UI runtime content filtering (#68094)](https://github.com/openclaw/openclaw/pull/68125) — closed
-- [PR #67717: fix(agents): detect Cloudflare challenge pages and provide actionable error message](https://github.com/openclaw/openclaw/pull/67717) — open
-
 ### `pfrederiksen`
 
 - profile: [github.com/pfrederiksen](https://github.com/pfrederiksen)
@@ -2503,12 +2499,12 @@ 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: `2026-04-19T04:47:17Z`
+- repo last seen: `2026-04-19T06:17:26Z`
 - 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 / 4 reviews / 4 review comments**
+- snapshot discussion activity: **2 comments / 5 reviews / 5 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
@@ -3863,12 +3859,12 @@ Example artifacts:
 - 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: `2026-04-18T10:15:31Z`
+- repo last seen: `2026-04-19T05:53:26Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **3 PRs / 2 issues**
-- snapshot discussion activity: **26 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **27 comments / 1 reviews / 1 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
@@ -4329,7 +4325,7 @@ Example artifacts:
 - 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**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
@@ -4588,6 +4584,29 @@ Example artifacts:
 - [PR #64298: Refactor agent harness into Codex extension](https://github.com/openclaw/openclaw/pull/64298) — closed, merged
 - [Issue #75: Linux/Windows Clawdbot Apps](https://github.com/openclaw/openclaw/issues/75) — open
 
+### `ayeshakhalid192007-dev`
+
+- profile: [github.com/ayeshakhalid192007-dev](https://github.com/ayeshakhalid192007-dev)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aayeshakhalid192007-dev)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aayeshakhalid192007-dev)
+- repo first seen: `2026-04-02T13:08:35Z`
+- repo last seen: `2026-04-19T05:41:21Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **5 comments / 2 reviews / 2 review comments**
+- account age: **172 days**
+- recent public PR activity: **4 PRs** (0 merged / 1 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **25%**, open rate **75%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
+- heuristic read: **young account; high open PR share**
+
+Example artifacts:
+- [PR #68833: fix(telegram): preserve customCommands priority in menu budget trimming](https://github.com/openclaw/openclaw/pull/68833) — open
+- [PR #68111: fix(agent-runner): share media-path normalizer to prevent duplicate WhatsApp media reply (#68056)](https://github.com/openclaw/openclaw/pull/68111) — open
+- [PR #59717: feat(acpx): add allow option to nonInteractivePermissions](https://github.com/openclaw/openclaw/pull/59717) — open
+
 ### `CyberRaccoonTeam`
 
 - profile: [github.com/CyberRaccoonTeam](https://github.com/CyberRaccoonTeam)
@@ -6698,29 +6717,6 @@ Example artifacts:
 - [PR #63697: [codex] iOS Chat: route slash commands through gateway](https://github.com/openclaw/openclaw/pull/63697) — open
 - [Issue #53513: Matrix E2EE bootstrap reports crypto unavailable despite encryption enabled](https://github.com/openclaw/openclaw/issues/53513) — open
 
-### `ayeshakhalid192007-dev`
-
-- profile: [github.com/ayeshakhalid192007-dev](https://github.com/ayeshakhalid192007-dev)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aayeshakhalid192007-dev)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aayeshakhalid192007-dev)
-- repo first seen: `2026-04-02T13:08:35Z`
-- repo last seen: `2026-04-18T17:30:33Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **5 comments / 2 reviews / 2 review comments**
-- account age: **172 days**
-- recent public PR activity: **4 PRs** (0 merged / 1 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **25%**, open rate **75%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
-- heuristic read: **young account; high open PR share**
-
-Example artifacts:
-- [PR #68111: fix(agent-runner): share media-path normalizer to prevent duplicate WhatsApp media reply (#68056)](https://github.com/openclaw/openclaw/pull/68111) — open
-- [PR #59717: feat(acpx): add allow option to nonInteractivePermissions](https://github.com/openclaw/openclaw/pull/59717) — open
-- [PR #59680: fix(fallback): treat finish_reason:error as candidate_failed (#59524)](https://github.com/openclaw/openclaw/pull/59680) — open
-
 ### `cedillarack`
 
 - profile: [github.com/cedillarack](https://github.com/cedillarack)
@@ -7767,30 +7763,6 @@ Example artifacts:
 - [Issue #67218: [Bug] BigModel MCP servers fail: SDK hardcodes Accept header to text/event-stream](https://github.com/openclaw/openclaw/issues/67218) — open
 - [Issue #67198: [Bug] feishu channel: Assignment to constant variable on send action](https://github.com/openclaw/openclaw/issues/67198) — open
 
-### `alexuser`
-
-- profile: [github.com/alexuser](https://github.com/alexuser)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aalexuser)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aalexuser)
-- repo first seen: `2026-03-23T06:01:48Z`
-- repo last seen: `2026-04-13T04:33:04Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **1 PRs / 4 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **5152 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 #65198: test: cover string-backed non-streaming assistant replies](https://github.com/openclaw/openclaw/pull/65198) — open
-- [Issue #65712: Decision: Tesla integration architecture and auth strategy](https://github.com/openclaw/openclaw/issues/65712) — open
-- [Issue #65711: Research: pypowerwall design patterns and API surface](https://github.com/openclaw/openclaw/issues/65711) — open
-- [Issue #65710: Research: Tesla Fleet API charging and powerwall endpoints](https://github.com/openclaw/openclaw/issues/65710) — open
-
 ### `rijhsinghani`
 
 - profile: [github.com/rijhsinghani](https://github.com/rijhsinghani)
@@ -9153,28 +9125,6 @@ Example artifacts:
 - [PR #67365: Guard against undefined channel input in onboarding (trim crash)](https://github.com/openclaw/openclaw/pull/67365) — open
 - [Issue #67353: [Bug]: Onboarding fails with "Cannot read properties of undefined (reading 'trim')" even when skipping channel selection](https://github.com/openclaw/openclaw/issues/67353) — closed
 
-### `reghar-bot`
-
-- profile: [github.com/reghar-bot](https://github.com/reghar-bot)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Areghar-bot)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Areghar-bot)
-- repo first seen: `2026-04-11T07:27:14Z`
-- repo last seen: `2026-04-12T06:05:32Z`
-- 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: **46 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 **medium**
-- heuristic read: **very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #65197: fix(memory-wiki): upstream bridge and lint hotfixes](https://github.com/openclaw/openclaw/pull/65197) — closed
-- [Issue #64696: memory-wiki: bridge import and lint mishandle relative links, reply tags, and malformed cached source pages](https://github.com/openclaw/openclaw/issues/64696) — open
-
 ### `richddr`
 
 - profile: [github.com/richddr](https://github.com/richddr)
@@ -9307,28 +9257,6 @@ Example artifacts:
 - [PR #68058: fix: throw on TTS failure and enable loop detection by default](https://github.com/openclaw/openclaw/pull/68058) — closed
 - [Issue #67744: Agent infinite-loops on unconfigured tts — three stacked issues](https://github.com/openclaw/openclaw/issues/67744) — closed
 
-### `swang430`
-
-- profile: [github.com/swang430](https://github.com/swang430)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aswang430)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aswang430)
-- repo first seen: `2026-04-12T03:33:12Z`
-- repo last seen: `2026-04-12T07:45:12Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **300 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 #65194: fix(imessage): avoid duplicate default monitor startup](https://github.com/openclaw/openclaw/pull/65194) — open
-- [Issue #65141: iMessage duplicate replies when both channels.imessage.accounts.default and a named account exist](https://github.com/openclaw/openclaw/issues/65141) — open
-
 ### `tobemorelucky`
 
 - profile: [github.com/tobemorelucky](https://github.com/tobemorelucky)
@@ -9913,7 +9841,7 @@ Example artifacts:
 - 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**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -11634,12 +11562,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Agarrytan)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Agarrytan)
 - repo first seen: `2026-04-18T23:01:38Z`
-- repo last seen: `2026-04-19T00:48:26Z`
+- repo last seen: `2026-04-19T06:14:09Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 6 reviews / 6 review comments**
+- snapshot discussion activity: **2 comments / 13 reviews / 13 review comments**
 - account age: **6463 days**
 - recent public PR activity: **34 PRs** (29 merged / 1 closed-unmerged / 4 open; merged rate **85%**, closed-unmerged rate **3%**, open rate **12%**)
 - public orgs: `Garry-s-List`
@@ -12308,7 +12236,7 @@ Example artifacts:
 - 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**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -13015,27 +12943,6 @@ Example artifacts:
 Example artifacts:
 - [PR #67504: fix: use EX_CONFIG (78) exit code in config-guard to prevent crash loop](https://github.com/openclaw/openclaw/pull/67504) — open
 
-### `kiet1022`
-
-- profile: [github.com/kiet1022](https://github.com/kiet1022)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akiet1022)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akiet1022)
-- repo first seen: `2026-04-12T05:23:40Z`
-- repo last seen: `2026-04-12T05:47:13Z`
-- first seen in snapshot: **no**
-- 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: **3774 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 #65190: feat(i18n): add Vietnamese (vi-VN) localization](https://github.com/openclaw/openclaw/pull/65190) — open
-
 ### `kilo5-eng`
 
 - profile: [github.com/kilo5-eng](https://github.com/kilo5-eng)
@@ -13736,7 +13643,7 @@ Example artifacts:
 - 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**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -13967,7 +13874,7 @@ Example artifacts:
 - 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**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -13979,7 +13886,7 @@ Example artifacts:
 - 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
+- [PR #68820: feat(exec): inject OPENCLAW_SESSION_KEY env var for child processes](https://github.com/openclaw/openclaw/pull/68820) — closed
 
 ### `neilofneils404`
 

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+    "new_contributors_markdown": "new-contributors-report.md",
+    "new_contributors_parquet": "new_contributors.parquet"
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+  "counts": {
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+  "extracted_at": "2026-04-19T06:20:34Z",
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+  "archived_manifest_path": "snapshots/20260419T062034Z/manifest.json",
+  "latest_snapshot_id": "20260419T062034Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-19T05:20:35Z",
+  "next_since": "2026-04-19T06:20:34Z",
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 }

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 }