Refresh openclaw dataset snapshot 20260419T112035Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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+      "account_age_days": 638,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share; 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": 68935,
+            "title": "add SSE incremental transmission for OpenAI Responses API",
+            "url": "https://github.com/openclaw/openclaw/pull/68935",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T11:13:37Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "huangzynn",
       "name": null,
@@ -37463,6 +37530,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "januaryeffect",
+      "name": null,
+      "profile_url": "https://github.com/januaryeffect",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajanuaryeffect",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajanuaryeffect",
+      "repo_first_seen_at": "2026-04-19T11:13:28Z",
+      "repo_last_seen_at": "2026-04-19T11:13:28Z",
+      "repo_primary_artifact_count": 1,
+      "repo_artifact_count": 1,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "NONE",
+      "new_to_repo": true,
+      "first_seen_in_snapshot": true,
+      "known_via_prior_merged_pr": false,
+      "report_reason": "first_seen_in_snapshot",
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": 91,
+      "young_account": true,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "young account; 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": 68934,
+            "title": "fix(canvas-host): dedupe signal-polyfill in a2ui bundle",
+            "url": "https://github.com/openclaw/openclaw/pull/68934",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T11:13:28Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "jason-zimmer",
       "name": null,
@@ -42283,12 +42407,12 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Apalewire",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Apalewire",
       "repo_first_seen_at": "2026-04-18T16:38:20Z",
-      "repo_last_seen_at": "2026-04-18T17:41:36Z",
+      "repo_last_seen_at": "2026-04-19T10:43:44Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 4,
+      "repo_artifact_count": 5,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 1,
+      "snapshot_comment_count": 2,
       "snapshot_review_count": 1,
       "snapshot_review_comment_count": 1,
       "repo_association": "NONE",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260419T102034Z`
-- Generated: `2026-04-19T10:22:38Z`
+- Snapshot: `20260419T112035Z`
+- Generated: `2026-04-19T11:22:22Z`
 - Activity window: `7d`
-- Contributors: `700`
+- Contributors: `702`
 
 ## Summary
 
@@ -20,7 +20,7 @@
 | `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` | 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 |
-| `mbelinky` | [profile](https://github.com/mbelinky) | no | CONTRIBUTOR | 1077d | `2026-02-08T09:07:45Z` | 21 | 0 | strong | low | low | targets high-star repos |
+| `mbelinky` | [profile](https://github.com/mbelinky) | no | CONTRIBUTOR | 1077d | `2026-02-08T09:07:45Z` | 22 | 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 |
 | `jalehman` | [profile](https://github.com/jalehman) | no | CONTRIBUTOR | 5579d | `2026-01-05T21:51:45Z` | 19 | 0 | mixed | low | low | high recent PR volume; targets high-star repos |
@@ -34,6 +34,7 @@
 | `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 |
+| `Lucenx9` | [profile](https://github.com/Lucenx9) | no | CONTRIBUTOR | 547d | `2026-02-25T06:16:41Z` | 14 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `Eruditi` | [profile](https://github.com/Eruditi) | no | NONE | 1072d | `2026-04-16T15:08:41Z` | 14 | 0 | weak | low | low | many recent closed-unmerged PRs; 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 |
@@ -42,15 +43,14 @@
 | `MoerAI` | [profile](https://github.com/MoerAI) | no | CONTRIBUTOR | 3336d | `2026-02-23T01:38:58Z` | 13 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `openperf` | [profile](https://github.com/openperf) | no | MEMBER | 1860d | `2026-02-07T10:37:24Z` | 13 | 0 | mixed | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `Tianworld` | [profile](https://github.com/Tianworld) | no | CONTRIBUTOR | 2846d | `2026-03-24T16:13:35Z` | 13 | 0 | weak | low | low | high recent PR volume; high open PR share; no visible non-self stars; targets high-star repos |
-| `Lucenx9` | [profile](https://github.com/Lucenx9) | no | CONTRIBUTOR | 547d | `2026-02-25T06:16:41Z` | 12 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `imadal1n` | [profile](https://github.com/imadal1n) | no | NONE | 1548d | `2026-04-09T00:47:07Z` | 12 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mushuiyu886` | [profile](https://github.com/mushuiyu886) | no | NONE | 37d | `2026-04-10T05:26:47Z` | 12 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `pashpashpash` | [profile](https://github.com/pashpashpash) | no | CONTRIBUTOR | 3539d | `2026-04-12T00:42:09Z` | 12 | 0 | mixed | low | low | targets high-star repos |
 | `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 |
+| `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 7d | `2026-04-16T01:31:19Z` | 11 | 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 |
 | `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 |
 | `zqchris` | [profile](https://github.com/zqchris) | no | CONTRIBUTOR | 4718d | `2026-03-01T13:09:15Z` | 10 | 5 | 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` | 10 | 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 |
 | `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 |
@@ -113,6 +113,7 @@
 | `altaywtf` | [profile](https://github.com/altaywtf) | no | MEMBER | 4168d | `2026-03-01T16:30:13Z` | 5 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `defonota3box` | [profile](https://github.com/defonota3box) | no | NONE | 121d | `2026-04-13T22:54:16Z` | 5 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `GaosCode` | [profile](https://github.com/GaosCode) | no | CONTRIBUTOR | 632d | `2026-04-09T08:32:17Z` | 5 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
+| `jckm14` | [profile](https://github.com/jckm14) | yes | NONE | 2932d | `2026-04-19T10:53:55Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `joshavant` | [profile](https://github.com/joshavant) | no | CONTRIBUTOR | 5430d | `2026-02-19T23:12:53Z` | 5 | 0 | strong | low | low | targets high-star repos |
 | `sahilsatralkar` | [profile](https://github.com/sahilsatralkar) | no | CONTRIBUTOR | 2210d | `2026-02-20T15:02:41Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sharkqwy` | [profile](https://github.com/sharkqwy) | no | NONE | 5196d | `2026-03-24T04:06:08Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -307,10 +308,9 @@
 | `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 |
 | `wangshu94` | [profile](https://github.com/wangshu94) | no | NONE | 2454d | `2026-03-24T16:29:43Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `weichengdeng` | [profile](https://github.com/weichengdeng) | no | NONE | 905d | `2026-04-12T10:16:34Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `wittam-01` | [profile](https://github.com/wittam-01) | no | CONTRIBUTOR | 20d | `2026-04-09T14:43:04Z` | 2 | 0 | mixed | low | medium | very new account; no visible non-self stars |
+| `ttomiczek` | [profile](https://github.com/ttomiczek) | no | NONE | 41d | `2026-04-10T05:23:08Z` | 1 | 14 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `JIRBOY` | [profile](https://github.com/JIRBOY) | no | NONE | 2565d | `2026-04-11T06:03:38Z` | 1 | 13 | weak | low | low | high open PR share; targets high-star repos |
-| `ttomiczek` | [profile](https://github.com/ttomiczek) | no | NONE | 41d | `2026-04-10T05:23:08Z` | 1 | 13 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `ismael-81` | [profile](https://github.com/ismael-81) | no | NONE | 10d | `2026-04-10T18:46:07Z` | 1 | 6 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `barronlroth` | [profile](https://github.com/barronlroth) | no | CONTRIBUTOR | 4583d | `2026-02-16T19:50:20Z` | 1 | 5 | mixed | low | low | high open PR share; targets high-star repos |
 | `lukeboyett` | [profile](https://github.com/lukeboyett) | no | CONTRIBUTOR | 2640d | `2026-02-09T19:59:59Z` | 1 | 5 | weak | moderate | low | high open PR share |
@@ -509,6 +509,7 @@
 | `henkterharmsel` | [profile](https://github.com/henkterharmsel) | no | NONE | 5701d | `2026-04-18T12:54:22Z` | 1 | 0 | weak | low | low | high open PR share |
 | `Hou-Yufan` | [profile](https://github.com/Hou-Yufan) | no | NONE | 1866d | `2026-04-12T14:51:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `houston2394` | [profile](https://github.com/houston2394) | no | NONE | 443d | `2026-04-14T11:55:53Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `hss-oss` | [profile](https://github.com/hss-oss) | yes | NONE | 638d | `2026-04-19T11:13:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `huangzynn` | [profile](https://github.com/huangzynn) | no | NONE | 1274d | `2026-04-16T02:22:50Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `huiwen01` | [profile](https://github.com/huiwen01) | no | NONE | 1699d | `2026-04-16T19:02:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `i-am-coco` | [profile](https://github.com/i-am-coco) | no | NONE | 24d | `2026-04-14T19:14:16Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -527,6 +528,7 @@
 | `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 |
 | `jamr-erebor` | [profile](https://github.com/jamr-erebor) | no | NONE | 47d | `2026-04-14T23:58:55Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `januaryeffect` | [profile](https://github.com/januaryeffect) | yes | NONE | 91d | `2026-04-19T11:13:28Z` | 1 | 0 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `jason-zimmer` | [profile](https://github.com/jason-zimmer) | no | NONE | 3159d | `2026-04-13T22:47:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JASSBR` | [profile](https://github.com/JASSBR) | no | NONE | 1585d | `2026-04-13T11:18:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Jay-ju` | [profile](https://github.com/Jay-ju) | no | NONE | 3831d | `2026-04-17T09:23:25Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -983,12 +985,12 @@ 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: `2026-04-19T10:15:34Z`
+- repo last seen: `2026-04-19T11:15:16Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **21**
-- snapshot authored PRs/issues: **21 PRs / 0 issues**
-- snapshot discussion activity: **196 comments / 1 reviews / 1 review comments**
+- repo primary artifacts: **22**
+- snapshot authored PRs/issues: **22 PRs / 0 issues**
+- snapshot discussion activity: **197 comments / 1 reviews / 1 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
@@ -996,9 +998,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
-- [PR #68915: tasks: add detached runtime plugin registration contract](https://github.com/openclaw/openclaw/pull/68915) — open, draft
-- [PR #68891: browser: route existing-session user profile through browser nodes](https://github.com/openclaw/openclaw/pull/68891) — open, merged
-- [PR #68886: tasks: extract detached task lifecycle runtime](https://github.com/openclaw/openclaw/pull/68886) — closed, merged
+- [PR #68917: pr-flow: clarify missing wrapper stages](https://github.com/openclaw/openclaw/pull/68917) — closed
+- [PR #68915: tasks: add detached runtime plugin registration contract](https://github.com/openclaw/openclaw/pull/68915) — closed, merged
+- [PR #68891: browser: route existing-session user profile through browser nodes](https://github.com/openclaw/openclaw/pull/68891) — closed, merged
 
 ### `oraculoos`
 
@@ -1313,6 +1315,30 @@ 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
 
+### `Lucenx9`
+
+- profile: [github.com/Lucenx9](https://github.com/Lucenx9)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALucenx9)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALucenx9)
+- repo first seen: `2026-02-25T06:16:41Z`
+- repo last seen: `2026-04-19T10:49:03Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **15**
+- snapshot authored PRs/issues: **14 PRs / 1 issues**
+- snapshot discussion activity: **12 comments / 1 reviews / 1 review comments**
+- account age: **547 days**
+- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 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 #68922: fix(discord): honor native command allowlists](https://github.com/openclaw/openclaw/pull/68922) — open
+- [PR #68918: fix(telegram): require explicit exec approvers](https://github.com/openclaw/openclaw/pull/68918) — open
+- [PR #68724: fix(bluebubbles): preserve pinned dispatcher for media fetches](https://github.com/openclaw/openclaw/pull/68724) — open
+- [Issue #45645: [Bug]: doctor/update can leave CLI and gateway on different installs on Linux](https://github.com/openclaw/openclaw/issues/45645) — open
+
 ### `Eruditi`
 
 - profile: [github.com/Eruditi](https://github.com/Eruditi)
@@ -1497,30 +1523,6 @@ Example artifacts:
 - [PR #67212: fix(config-ui): keep Raw view readable when raw text withheld](https://github.com/openclaw/openclaw/pull/67212) — closed
 - [PR #67211: fix(text): strip leaked reasoning before orphan </think>](https://github.com/openclaw/openclaw/pull/67211) — closed
 
-### `Lucenx9`
-
-- profile: [github.com/Lucenx9](https://github.com/Lucenx9)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALucenx9)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALucenx9)
-- repo first seen: `2026-02-25T06:16:41Z`
-- repo last seen: `2026-04-18T23:34:06Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **13**
-- snapshot authored PRs/issues: **12 PRs / 1 issues**
-- snapshot discussion activity: **12 comments / 1 reviews / 1 review comments**
-- account age: **547 days**
-- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 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 #68724: fix(bluebubbles): preserve pinned dispatcher for media fetches](https://github.com/openclaw/openclaw/pull/68724) — open
-- [PR #68721: fix(codex): default app-server approvals to on-request](https://github.com/openclaw/openclaw/pull/68721) — open
-- [PR #68710: fix(discord): enforce guild guards for /new and /reset](https://github.com/openclaw/openclaw/pull/68710) — open
-- [Issue #45645: [Bug]: doctor/update can leave CLI and gateway on different installs on Linux](https://github.com/openclaw/openclaw/issues/45645) — open
-
 ### `imadal1n`
 
 - profile: [github.com/imadal1n](https://github.com/imadal1n)
@@ -1636,6 +1638,29 @@ Example artifacts:
 - [PR #68320: fix(ollama): add baseUrl to configSchema and wire it through discovery](https://github.com/openclaw/openclaw/pull/68320) — open
 - [PR #68317: fix(directive): remove incorrect 'Telegram only' label from reasoning stream ack](https://github.com/openclaw/openclaw/pull/68317) — 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: `2026-04-19T10:35:54Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **11**
+- snapshot authored PRs/issues: **11 PRs / 0 issues**
+- snapshot discussion activity: **7 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 #68919: fix(tools): remove provider prefix from vision model config lookup](https://github.com/openclaw/openclaw/pull/68919) — open
+- [PR #68854: fix(security): allow quoted heredocs in allowlist mode without extra approval](https://github.com/openclaw/openclaw/pull/68854) — open
+- [PR #68822: feat(memory): make embedding retry/concurrency parameters configurable](https://github.com/openclaw/openclaw/pull/68822) — open
+
 ### `SARAMALI15792`
 
 - profile: [github.com/SARAMALI15792](https://github.com/SARAMALI15792)
@@ -1685,29 +1710,6 @@ Example artifacts:
 - [Issue #33377: BlueBubbles: voice messages sent as file attachments instead of iMessage voice bubbles](https://github.com/openclaw/openclaw/issues/33377) — closed
 - [Issue #31846: Ollama auto-discovery causes connection storm when target is unreachable (no backoff/caching)](https://github.com/openclaw/openclaw/issues/31846) — 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: `2026-04-19T07:08:12Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **10**
-- snapshot authored PRs/issues: **10 PRs / 0 issues**
-- snapshot discussion activity: **7 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 #68854: fix(security): allow quoted heredocs in allowlist mode without extra approval](https://github.com/openclaw/openclaw/pull/68854) — open
-- [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
-
 ### `Jimmy-xuzimo`
 
 - profile: [github.com/Jimmy-xuzimo](https://github.com/Jimmy-xuzimo)
@@ -2390,7 +2392,7 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
-- [PR #68907: fix: default Kimi thinking to off](https://github.com/openclaw/openclaw/pull/68907) — open
+- [PR #68907: fix: default Kimi thinking to off](https://github.com/openclaw/openclaw/pull/68907) — closed, merged
 - [PR #68898: fix: default Kimi thinking to off](https://github.com/openclaw/openclaw/pull/68898) — closed
 - [PR #68516: fix(cli): normalize reply-media paths for agent --deliver](https://github.com/openclaw/openclaw/pull/68516) — closed, merged
 - [Issue #63130: claude-cli OAuth token not auto-refreshed; agents silently fall back](https://github.com/openclaw/openclaw/issues/63130) — closed
@@ -3168,6 +3170,29 @@ Example artifacts:
 - [PR #68444: fix(feishu): stop auto-forwarding mentions when disabled](https://github.com/openclaw/openclaw/pull/68444) — open
 - [PR #66305: fix(model-catalog): cache empty catalog loads briefly](https://github.com/openclaw/openclaw/pull/66305) — open
 
+### `jckm14`
+
+- profile: [github.com/jckm14](https://github.com/jckm14)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajckm14)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajckm14)
+- repo first seen: `2026-04-19T10:53:55Z`
+- repo last seen: `2026-04-19T10:54:02Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **5 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2932 days**
+- recent public PR activity: **5 PRs** (0 merged / 0 closed-unmerged / 5 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 #68928: ui(theme): soften dashboard status and accent palette](https://github.com/openclaw/openclaw/pull/68928) — open, draft
+- [PR #68927: ui(chat): show explicit qualified model refs](https://github.com/openclaw/openclaw/pull/68927) — open, draft
+- [PR #68926: ui(chat): add agent switcher to chat controls](https://github.com/openclaw/openclaw/pull/68926) — open
+
 ### `joshavant`
 
 - profile: [github.com/joshavant](https://github.com/joshavant)
@@ -3312,12 +3337,12 @@ 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: `2026-04-19T07:52:57Z`
+- repo last seen: `2026-04-19T10:31:11Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **4 PRs / 2 issues**
-- snapshot discussion activity: **29 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **30 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
@@ -5246,12 +5271,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Asolomonneas)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Asolomonneas)
 - repo first seen: `2026-04-07T00:02:58Z`
-- repo last seen: `2026-04-19T02:22:22Z`
+- repo last seen: `2026-04-19T10:34:48Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
 - account age: **2817 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
@@ -5754,12 +5779,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajaredmarin)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajaredmarin)
 - repo first seen: `2026-04-19T01:22:18Z`
-- repo last seen: `2026-04-19T07:24:00Z`
+- repo last seen: `2026-04-19T10:28:59Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
 - account age: **3319 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
@@ -5767,7 +5792,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #68861: feat: integrate Mission Control v3.0 UI updates](https://github.com/openclaw/openclaw/pull/68861) — open
+- [PR #68861: feat: integrate Mission Control v3.0 UI updates](https://github.com/openclaw/openclaw/pull/68861) — closed
 - [PR #68756: feat: integrate Mission Control v3.0 UI updates](https://github.com/openclaw/openclaw/pull/68756) — closed
 
 ### `javierdici`
@@ -7616,28 +7641,6 @@ Example artifacts:
 - [PR #67692: Feat/acp tui lazy init](https://github.com/openclaw/openclaw/pull/67692) — open
 - [PR #53806: Channels: resolve installed channel plugins in add](https://github.com/openclaw/openclaw/pull/53806) — open
 
-### `weichengdeng`
-
-- profile: [github.com/weichengdeng](https://github.com/weichengdeng)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aweichengdeng)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aweichengdeng)
-- repo first seen: `2026-04-12T10:16:34Z`
-- repo last seen: `2026-04-12T10:46:49Z`
-- 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: **905 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: 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 #65301: Fix/send poll intent detection clean](https://github.com/openclaw/openclaw/pull/65301) — open
-- [PR #65295: fix: avoid misclassifying send poll metadata as poll intent（Weixin plugin）](https://github.com/openclaw/openclaw/pull/65295) — open
-
 ### `wittam-01`
 
 - profile: [github.com/wittam-01](https://github.com/wittam-01)
@@ -7660,6 +7663,30 @@ Example artifacts:
 - [PR #66427: Feishu: add comment-specific policy controls and harden comment delivery](https://github.com/openclaw/openclaw/pull/66427) — open
 - [PR #63785: feat(feishu): improve document comment session, rich parsing, and typing feedback](https://github.com/openclaw/openclaw/pull/63785) — closed, merged
 
+### `ttomiczek`
+
+- profile: [github.com/ttomiczek](https://github.com/ttomiczek)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Attomiczek)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Attomiczek)
+- repo first seen: `2026-04-10T05:23:08Z`
+- repo last seen: `2026-04-19T10:58:39Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **15**
+- snapshot authored PRs/issues: **1 PRs / 14 issues**
+- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
+- account age: **41 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #67073: fix(dreaming): use isolated sessionTarget instead of main (#67021)](https://github.com/openclaw/openclaw/pull/67073) — open
+- [Issue #68929: Feature: user interrupt during streaming / tool execution](https://github.com/openclaw/openclaw/issues/68929) — open
+- [Issue #68533: Paperclip v2026.416.0: API route passes project name as UUID to PostgreSQL](https://github.com/openclaw/openclaw/issues/68533) — open
+- [Issue #68468: Change default dreaming storage.mode from inline to separate](https://github.com/openclaw/openclaw/issues/68468) — open
+
 ### `JIRBOY`
 
 - profile: [github.com/JIRBOY](https://github.com/JIRBOY)
@@ -7684,42 +7711,18 @@ Example artifacts:
 - [Issue #68781: Gateway startup extremely slow (70-100s), causing TUI timeouts and spontaneous restarts](https://github.com/openclaw/openclaw/issues/68781) — open
 - [Issue #68780: Plugin allowlist empty warning is unactionable and alarming for first-time users](https://github.com/openclaw/openclaw/issues/68780) — open
 
-### `ttomiczek`
-
-- profile: [github.com/ttomiczek](https://github.com/ttomiczek)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Attomiczek)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Attomiczek)
-- repo first seen: `2026-04-10T05:23:08Z`
-- repo last seen: `2026-04-18T11:33:17Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **14**
-- snapshot authored PRs/issues: **1 PRs / 13 issues**
-- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
-- account age: **41 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #67073: fix(dreaming): use isolated sessionTarget instead of main (#67021)](https://github.com/openclaw/openclaw/pull/67073) — open
-- [Issue #68533: Paperclip v2026.416.0: API route passes project name as UUID to PostgreSQL](https://github.com/openclaw/openclaw/issues/68533) — open
-- [Issue #68468: Change default dreaming storage.mode from inline to separate](https://github.com/openclaw/openclaw/issues/68468) — open
-- [Issue #68467: Dreaming inline mode silently produces no output (storage.mode: inline broken)](https://github.com/openclaw/openclaw/issues/68467) — open
-
 ### `ismael-81`
 
 - profile: [github.com/ismael-81](https://github.com/ismael-81)
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aismael-81)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aismael-81)
 - repo first seen: `2026-04-10T18:46:07Z`
-- repo last seen: `2026-04-17T16:26:51Z`
+- repo last seen: `2026-04-19T11:18:01Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **1 PRs / 6 issues**
-- snapshot discussion activity: **11 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **13 comments / 0 reviews / 0 review comments**
 - account age: **10 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
@@ -11976,6 +11979,27 @@ Example artifacts:
 Example artifacts:
 - [PR #66525:  add OpenCode integration plugin with dev tools](https://github.com/openclaw/openclaw/pull/66525) — open
 
+### `hss-oss`
+
+- profile: [github.com/hss-oss](https://github.com/hss-oss)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahss-oss)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahss-oss)
+- repo first seen: `2026-04-19T11:13:37Z`
+- repo last seen: `2026-04-19T11:13:37Z`
+- 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: **638 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 #68935: add SSE incremental transmission for OpenAI Responses API](https://github.com/openclaw/openclaw/pull/68935) — open
+
 ### `huangzynn`
 
 - profile: [github.com/huangzynn](https://github.com/huangzynn)
@@ -12354,6 +12378,27 @@ Example artifacts:
 Example artifacts:
 - [PR #66878: feat: add /spawn subagent command alias](https://github.com/openclaw/openclaw/pull/66878) — closed
 
+### `januaryeffect`
+
+- profile: [github.com/januaryeffect](https://github.com/januaryeffect)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajanuaryeffect)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajanuaryeffect)
+- repo first seen: `2026-04-19T11:13:28Z`
+- repo last seen: `2026-04-19T11:13:28Z`
+- 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: **91 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **young account; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #68934: fix(canvas-host): dedupe signal-polyfill in a2ui bundle](https://github.com/openclaw/openclaw/pull/68934) — open
+
 ### `jason-zimmer`
 
 - profile: [github.com/jason-zimmer](https://github.com/jason-zimmer)
@@ -14124,12 +14169,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Apalewire)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Apalewire)
 - repo first seen: `2026-04-18T16:38:20Z`
-- repo last seen: `2026-04-18T17:41:36Z`
+- repo last seen: `2026-04-19T10:43:44Z`
 - 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 / 1 reviews / 1 review comments**
+- snapshot discussion activity: **2 comments / 1 reviews / 1 review comments**
 - account age: **6550 days**
 - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: `pastpages`, `california-civic-data-coalition`, `palermo-hollywood`

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snapshots/20260419T112035Z/manifest.json

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+{
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 {
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 }

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 }