Refresh openclaw dataset snapshot 20260418T012035Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "TaoXieSZ",
       "name": "Tao Xie",
@@ -29060,7 +28983,7 @@
             "number": 68058,
             "title": "fix: throw on TTS failure and enable loop detection by default",
             "url": "https://github.com/openclaw/openclaw/pull/68058",
-            "state": "open",
+            "state": "closed",
             "merged": false,
             "draft": false,
             "created_at": "2026-04-17T09:21:59Z"
@@ -29072,7 +28995,7 @@
             "number": 67744,
             "title": "Agent infinite-loops on unconfigured tts \u2014 three stacked issues",
             "url": "https://github.com/openclaw/openclaw/issues/67744",
-            "state": "open",
+            "state": "closed",
             "merged": null,
             "draft": null,
             "created_at": "2026-04-16T16:40:13Z"
@@ -31033,12 +30956,12 @@
       "snapshot_review_count": 1,
       "snapshot_review_comment_count": 1,
       "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": 1352,
       "young_account": false,
       "follow_through_score": "weak",
@@ -34969,6 +34892,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "fangguisheng520",
+      "name": null,
+      "profile_url": "https://github.com/fangguisheng520",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Afangguisheng520",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Afangguisheng520",
+      "repo_first_seen_at": "2026-04-18T01:00:50Z",
+      "repo_last_seen_at": "2026-04-18T01:00:50Z",
+      "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": 188,
+      "young_account": true,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "young account; 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": 68345,
+            "title": "Modify several web pages by hard-coding the language into multiple la\u2026",
+            "url": "https://github.com/openclaw/openclaw/pull/68345",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T01:00:50Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "fangweili",
       "name": "Fangwei Li",
@@ -42639,63 +42619,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "odysseus0",
-      "name": "George Zhang",
-      "profile_url": "https://github.com/odysseus0",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aodysseus0",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aodysseus0",
-      "repo_first_seen_at": "2026-01-23T10:05:27Z",
-      "repo_last_seen_at": "2026-04-11T19:58:51Z",
-      "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 26,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 25,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": true,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 4244,
-      "young_account": false,
-      "follow_through_score": "strong",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 1,
-        "merged_pr_count": 1,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 0,
-        "merged_pr_rate": 1.0,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 0.0,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 0
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 64560,
-            "title": "Heartbeat: spread interval runs across stable phases",
-            "url": "https://github.com/openclaw/openclaw/pull/64560",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-11T00:51:35Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "OFABLE",
       "name": null,
@@ -48767,6 +48690,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "yxjsxy",
+      "name": "Karl Yang",
+      "profile_url": "https://github.com/yxjsxy",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ayxjsxy",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ayxjsxy",
+      "repo_first_seen_at": "2026-04-18T00:21:13Z",
+      "repo_last_seen_at": "2026-04-18T00:21:13Z",
+      "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": "CONTRIBUTOR",
+      "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": 3041,
+      "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": 68342,
+            "title": "fix(ollama): allow baseUrl in plugin config schema",
+            "url": "https://github.com/openclaw/openclaw/pull/68342",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T00:21:13Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "zeroasterisk",
       "name": "alan blount",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260418T002035Z`
-- Generated: `2026-04-18T00:22:43Z`
+- Snapshot: `20260418T012035Z`
+- Generated: `2026-04-18T01:21:59Z`
 - Activity window: `7d`
 - Contributors: `722`
 
@@ -13,7 +13,7 @@
 | `vincentkoc` | [profile](https://github.com/vincentkoc) | no | MEMBER | 6420d | `2026-02-03T19:03:56Z` | 51 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `100yenadmin` | [profile](https://github.com/100yenadmin) | no | CONTRIBUTOR | 178d | `2026-03-15T18:31:56Z` | 49 | 48 | weak | moderate | medium | young account; 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` | 38 | 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` | 35 | 1 | weak | low | medium | extremely 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` | 36 | 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` | 35 | 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 |
 | `w-sss` | [profile](https://github.com/w-sss) | no | CONTRIBUTOR | 391d | `2026-03-16T09:14:04Z` | 34 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
@@ -21,7 +21,7 @@
 | `hxy91819` | [profile](https://github.com/hxy91819) | no | MEMBER | 4229d | `2026-03-13T11:26:05Z` | 25 | 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 |
 | `Yanhu007` | [profile](https://github.com/Yanhu007) | no | CONTRIBUTOR | 4741d | `2026-04-10T13:40:56Z` | 22 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
-| `kagura-agent` | [profile](https://github.com/kagura-agent) | no | NONE | 32d | `2026-03-18T00:16:55Z` | 20 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
+| `kagura-agent` | [profile](https://github.com/kagura-agent) | no | NONE | 32d | `2026-03-18T00:16:55Z` | 21 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
 | `oraculoos` | [profile](https://github.com/oraculoos) | no | NONE | ?d | `2026-04-14T13:16:27Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
 | `jalehman` | [profile](https://github.com/jalehman) | no | CONTRIBUTOR | 5579d | `2026-01-05T21:51:45Z` | 19 | 0 | mixed | low | low | high recent PR volume; targets high-star repos |
 | `slepybear` | [profile](https://github.com/slepybear) | no | CONTRIBUTOR | 1386d | `2026-04-09T16:25:21Z` | 19 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -53,6 +53,7 @@
 | `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 |
 | `stainlu` | [profile](https://github.com/stainlu) | no | CONTRIBUTOR | 1364d | `2026-04-08T01:24:20Z` | 9 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `VACInc` | [profile](https://github.com/VACInc) | no | CONTRIBUTOR | 4839d | `2026-01-06T03:04:41Z` | 9 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `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 |
 | `lawrence3699` | [profile](https://github.com/lawrence3699) | no | CONTRIBUTOR | 135d | `2026-04-06T08:25:15Z` | 9 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `SARAMALI15792` | [profile](https://github.com/SARAMALI15792) | no | CONTRIBUTOR | 992d | `2026-04-11T06:57:22Z` | 9 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `WuKongAI-CMU` | [profile](https://github.com/WuKongAI-CMU) | no | CONTRIBUTOR | 343d | `2026-03-09T20:35:04Z` | 9 | 0 | weak | low | low | young account; high recent PR volume; high open PR share; targets high-star repos |
@@ -63,7 +64,6 @@
 | `loongfay` | [profile](https://github.com/loongfay) | no | NONE | 3732d | `2026-04-15T14:58:37Z` | 8 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Angfr95` | [profile](https://github.com/Angfr95) | no | NONE | 641d | `2026-04-14T04:39:29Z` | 8 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Bartok9` | [profile](https://github.com/Bartok9) | no | CONTRIBUTOR | 70d | `2026-02-27T18:48:49Z` | 8 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2026-01-16T21:59:54Z` | 8 | 0 | n/a | n/a | n/a | summary unavailable |
 | `draix` | [profile](https://github.com/draix) | no | NONE | 5822d | `2026-04-12T04:34:31Z` | 8 | 0 | weak | moderate | low | high recent PR volume; high open PR share |
 | `duqaXxX` | [profile](https://github.com/duqaXxX) | no | CONTRIBUTOR | 4000d | `2026-04-09T23:20:27Z` | 8 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `jlapenna` | [profile](https://github.com/jlapenna) | no | CONTRIBUTOR | 6304d | `2026-04-03T04:12:38Z` | 8 | 0 | weak | low | low | high open PR share |
@@ -169,14 +169,12 @@
 | `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 |
 | `extrasmall0` | [profile](https://github.com/extrasmall0) | no | CONTRIBUTOR | 77d | `2026-03-07T15:35:58Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
 | `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 |
-| `mraleko` | [profile](https://github.com/mraleko) | no | NONE | 938d | `2026-04-08T03:48:45Z` | 4 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `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 |
 | `sparkeros` | [profile](https://github.com/sparkeros) | no | NONE | 156d | `2026-03-09T12:13:39Z` | 3 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `alchip` | [profile](https://github.com/alchip) | no | NONE | 3345d | `2026-04-09T09:39:38Z` | 3 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `bek91` | [profile](https://github.com/bek91) | no | NONE | 2144d | `2026-04-10T20:34:48Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `GaosCode` | [profile](https://github.com/GaosCode) | no | CONTRIBUTOR | 632d | `2026-04-09T08:32:17Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `richardclawbot` | [profile](https://github.com/richardclawbot) | no | NONE | 31d | `2026-04-10T17:07:12Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
-| `xchunzhao` | [profile](https://github.com/xchunzhao) | no | NONE | 3918d | `2026-04-10T23:50:05Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `cyrusaf` | [profile](https://github.com/cyrusaf) | no | NONE | 5495d | `2026-04-11T05:53:50Z` | 2 | 4 | weak | low | low | high open PR share; targets high-star repos |
 | `717986230` | [profile](https://github.com/717986230) | no | NONE | 1852d | `2026-04-13T02:48:11Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
 | `leaderlemon` | [profile](https://github.com/leaderlemon) | no | NONE | 1559d | `2026-04-13T09:58:26Z` | 2 | 3 | weak | low | low | targets high-star repos |
@@ -195,8 +193,6 @@
 | `jeffchen1981-fu` | [profile](https://github.com/jeffchen1981-fu) | no | NONE | 67d | `2026-02-28T09:25:03Z` | 2 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `LightDriverCS` | [profile](https://github.com/LightDriverCS) | no | NONE | 89d | `2026-04-13T22:53:03Z` | 2 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `mkoslacz` | [profile](https://github.com/mkoslacz) | no | NONE | 4321d | `2026-01-27T21:31:44Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `Pearcekieser` | [profile](https://github.com/Pearcekieser) | no | NONE | 4652d | `2026-04-11T00:45:04Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `qualiobra` | [profile](https://github.com/qualiobra) | no | NONE | 330d | `2026-03-20T15:55:02Z` | 2 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `rarest` | [profile](https://github.com/rarest) | no | NONE | 5367d | `2026-04-15T14:46:20Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `wzhgba` | [profile](https://github.com/wzhgba) | no | NONE | 4060d | `2026-04-14T16:57:48Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `ademczuk` | [profile](https://github.com/ademczuk) | no | CONTRIBUTOR | 4629d | `2026-02-23T17:59:33Z` | 2 | 0 | weak | low | low | targets high-star repos |
@@ -262,6 +258,7 @@
 | `ShionEria` | [profile](https://github.com/ShionEria) | no | CONTRIBUTOR | 35d | `2026-03-16T10:11:17Z` | 5 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `drvoss` | [profile](https://github.com/drvoss) | no | CONTRIBUTOR | 4872d | `2026-02-25T02:18:08Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
+| `mraleko` | [profile](https://github.com/mraleko) | no | NONE | 938d | `2026-04-08T03:48:45Z` | 4 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `wirjo` | [profile](https://github.com/wirjo) | no | CONTRIBUTOR | 5970d | `2026-04-06T11:49:31Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `hanamizuki` | [profile](https://github.com/hanamizuki) | no | CONTRIBUTOR | 5476d | `2026-02-25T01:23:38Z` | 3 | 2 | strong | low | low | — |
 | `kakahu2015` | [profile](https://github.com/kakahu2015) | no | CONTRIBUTOR | 3678d | `2026-02-26T12:42:25Z` | 3 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -276,6 +273,8 @@
 | `jakepresent` | [profile](https://github.com/jakepresent) | no | CONTRIBUTOR | 3157d | `2026-03-07T18:48:46Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `kamusis` | [profile](https://github.com/kamusis) | no | NONE | 5054d | `2026-01-30T03:47:15Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `keithce` | [profile](https://github.com/keithce) | no | CONTRIBUTOR | 5004d | `2026-03-24T02:09:06Z` | 2 | 1 | mixed | low | low | — |
+| `Pearcekieser` | [profile](https://github.com/Pearcekieser) | no | NONE | 4652d | `2026-04-11T00:45:04Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `qualiobra` | [profile](https://github.com/qualiobra) | no | NONE | 330d | `2026-03-20T15:55:02Z` | 2 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `TaoXieSZ` | [profile](https://github.com/TaoXieSZ) | no | CONTRIBUTOR | 4376d | `2026-03-09T09:15:27Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `bittoby` | [profile](https://github.com/bittoby) | no | CONTRIBUTOR | 290d | `2026-04-09T03:12:01Z` | 2 | 0 | mixed | moderate | low | young account; high recent PR volume |
 | `bladin` | [profile](https://github.com/bladin) | no | CONTRIBUTOR | 5085d | `2026-04-08T06:15:00Z` | 2 | 0 | strong | low | low | targets high-star repos |
@@ -417,7 +416,7 @@
 | `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 |
 | `ammadfa` | [profile](https://github.com/ammadfa) | no | NONE | 4214d | `2026-04-12T04:32:50Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `andyylin` | [profile](https://github.com/andyylin) | no | CONTRIBUTOR | 2500d | `2026-04-08T14:02:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `anniesurla` | [profile](https://github.com/anniesurla) | yes | NONE | 1352d | `2026-04-18T00:06:08Z` | 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 |
 | `Aobing-code` | [profile](https://github.com/Aobing-code) | no | NONE | 761d | `2026-03-07T02:55:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -486,6 +485,7 @@
 | `ericyoshida` | [profile](https://github.com/ericyoshida) | no | NONE | 2537d | `2026-04-16T22:26:53Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `eyjohn` | [profile](https://github.com/eyjohn) | no | CONTRIBUTOR | 4680d | `2026-04-16T17:33:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `fabioquinzi` | [profile](https://github.com/fabioquinzi) | no | NONE | 2803d | `2026-04-12T17:39:06Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `fangguisheng520` | [profile](https://github.com/fangguisheng520) | yes | NONE | 188d | `2026-04-18T01:00:50Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `fangweili` | [profile](https://github.com/fangweili) | no | NONE | 5120d | `2026-04-15T23:23:10Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `fengjing1009` | [profile](https://github.com/fengjing1009) | no | NONE | 3827d | `2026-04-13T11:22:35Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `feniix` | [profile](https://github.com/feniix) | no | CONTRIBUTOR | 6161d | `2026-04-16T21:30:52Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
@@ -620,7 +620,6 @@
 | `noahclanman` | [profile](https://github.com/noahclanman) | no | NONE | 1894d | `2026-04-13T10:01:58Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `nonzeroclaw` | [profile](https://github.com/nonzeroclaw) | no | NONE | 35d | `2026-04-11T05:17:34Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `nufnaf` | [profile](https://github.com/nufnaf) | no | NONE | 4823d | `2026-04-16T12:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `odysseus0` | [profile](https://github.com/odysseus0) | no | CONTRIBUTOR | 4244d | `2026-01-23T10:05:27Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `OFABLE` | [profile](https://github.com/OFABLE) | no | NONE | 2161d | `2026-04-17T14:06:48Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `oinoom` | [profile](https://github.com/oinoom) | no | NONE | 4222d | `2026-04-13T05:43:01Z` | 1 | 0 | strong | low | low | — |
 | `onebluestone11` | [profile](https://github.com/onebluestone11) | no | NONE | 264d | `2026-04-15T12:48:28Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
@@ -727,6 +726,7 @@
 | `yeyitech` | [profile](https://github.com/yeyitech) | no | NONE | 220d | `2026-04-17T03:58:03Z` | 1 | 0 | weak | moderate | medium | young account; high recent PR volume; high open PR share; targets high-star repos |
 | `yidianyiko` | [profile](https://github.com/yidianyiko) | no | NONE | 3869d | `2026-04-14T04:16:32Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `yosit` | [profile](https://github.com/yosit) | no | NONE | 6065d | `2026-04-14T13:06:45Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
+| `yxjsxy` | [profile](https://github.com/yxjsxy) | yes | CONTRIBUTOR | 3041d | `2026-04-18T00:21:13Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `zeroasterisk` | [profile](https://github.com/zeroasterisk) | no | CONTRIBUTOR | 6430d | `2026-04-11T22:07:01Z` | 1 | 0 | mixed | low | low | targets high-star repos |
 | `Zetarcos` | [profile](https://github.com/Zetarcos) | no | NONE | 1265d | `2026-04-17T07:36:00Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `zrt-ai-lab` | [profile](https://github.com/zrt-ai-lab) | no | NONE | 3613d | `2026-04-14T02:47:26Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -835,11 +835,11 @@ Example artifacts:
 - 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: `2026-04-17T22:47:46Z`
+- repo last seen: `2026-04-18T01:18:46Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **36**
-- snapshot authored PRs/issues: **35 PRs / 1 issues**
+- repo primary artifacts: **37**
+- snapshot authored PRs/issues: **36 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%**)
@@ -848,9 +848,9 @@ Example artifacts:
 - heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
 
 Example artifacts:
+- [PR #68348: fix: use native loading for doctor contract API to speed up status command](https://github.com/openclaw/openclaw/pull/68348) — open
 - [PR #68311: fix: update reasoning stream message to include Feishu support](https://github.com/openclaw/openclaw/pull/68311) — open
 - [PR #68127: fix: prevent toLowerCase error when model.id or model.name is undefined](https://github.com/openclaw/openclaw/pull/68127) — open
-- [PR #68087: fix(memory-core): downgrade cleanup warning to debug when missing operator.admin scope](https://github.com/openclaw/openclaw/pull/68087) — open
 - [Issue #59034: [macOS] screen.record command not available on node](https://github.com/openclaw/openclaw/issues/59034) — open
 
 ### `neeravmakwana`
@@ -1025,11 +1025,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akagura-agent)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akagura-agent)
 - repo first seen: `2026-03-18T00:16:55Z`
-- repo last seen: `2026-04-17T23:48:00Z`
+- repo last seen: `2026-04-18T01:05:24Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
-- repo primary artifacts: **27**
-- snapshot authored PRs/issues: **20 PRs / 7 issues**
+- repo primary artifacts: **28**
+- snapshot authored PRs/issues: **21 PRs / 7 issues**
 - snapshot discussion activity: **38 comments / 0 reviews / 0 review comments**
 - account age: **32 days**
 - recent public PR activity: **108 PRs** (51 merged / 12 closed-unmerged / 45 open; merged rate **47%**, closed-unmerged rate **11%**, open rate **42%**)
@@ -1038,9 +1038,9 @@ Example artifacts:
 - heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
 
 Example artifacts:
+- [PR #68346: fix: use normalized model lookup in resolveGatewayModelSupportsImages (#68272)](https://github.com/openclaw/openclaw/pull/68346) — open
 - [PR #68332: Matrix: forward dangerouslyAllowPrivateNetwork config to client SSRF policy](https://github.com/openclaw/openclaw/pull/68332) — open
 - [PR #68096: fix(whatsapp): deduplicate media in final reply when block streaming is disabled](https://github.com/openclaw/openclaw/pull/68096) — open
-- [PR #68069: fix: prevent formatter from breaking HTML export template placeholders (#68062)](https://github.com/openclaw/openclaw/pull/68069) — open
 - [Issue #68123: feat: allow cron tasks to opt out of main session notification](https://github.com/openclaw/openclaw/issues/68123) — open
 - [Issue #66576: [Feature]: Configurable workspace file inclusion/exclusion (bootstrapFiles)](https://github.com/openclaw/openclaw/issues/66576) — open
 - [Issue #66399: Process supervisor: graceful signal escalation and drain timeout for exec tool](https://github.com/openclaw/openclaw/issues/66399) — open
@@ -1312,12 +1312,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Agumadeiras)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Agumadeiras)
 - repo first seen: `2026-01-14T20:41:14Z`
-- repo last seen: `2026-04-17T23:15:23Z`
+- repo last seen: `2026-04-18T01:11:41Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **16**
 - snapshot authored PRs/issues: **15 PRs / 1 issues**
-- snapshot discussion activity: **449 comments / 2 reviews / 2 review comments**
+- snapshot discussion activity: **453 comments / 2 reviews / 2 review comments**
 - account age: **4579 days**
 - recent public PR activity: **16 PRs** (13 merged / 1 closed-unmerged / 2 open; merged rate **81%**, closed-unmerged rate **6%**, open rate **12%**)
 - public orgs: `openclaw`
@@ -1453,12 +1453,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amcaxtr)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amcaxtr)
 - repo first seen: `2026-02-04T01:45:00Z`
-- repo last seen: `2026-04-16T20:53:42Z`
+- repo last seen: `2026-04-18T01:06:21Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **18**
 - snapshot authored PRs/issues: **13 PRs / 5 issues**
-- snapshot discussion activity: **510 comments / 28 reviews / 28 review comments**
+- snapshot discussion activity: **510 comments / 36 reviews / 36 review comments**
 - account age: **4358 days**
 - recent public PR activity: **13 PRs** (5 merged / 1 closed-unmerged / 7 open; merged rate **38%**, closed-unmerged rate **8%**, open rate **54%**)
 - public orgs: `openclaw`
@@ -1502,12 +1502,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aopenperf)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aopenperf)
 - repo first seen: `2026-02-07T10:37:24Z`
-- repo last seen: `2026-04-17T03:15:03Z`
+- repo last seen: `2026-04-18T01:18:29Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **12**
 - snapshot authored PRs/issues: **12 PRs / 0 issues**
-- snapshot discussion activity: **146 comments / 11 reviews / 11 review comments**
+- snapshot discussion activity: **147 comments / 11 reviews / 11 review comments**
 - account age: **1860 days**
 - recent public PR activity: **10 PRs** (4 merged / 4 closed-unmerged / 2 open; merged rate **40%**, closed-unmerged rate **40%**, open rate **20%**)
 - public orgs: `openclaw`
@@ -1777,6 +1777,30 @@ Example artifacts:
 - [PR #65537: [codex] Fix native /status runtime resolution](https://github.com/openclaw/openclaw/pull/65537) — closed, draft
 - [Issue #61936: [Feature]: Allow dreaming with external memory slot plugins](https://github.com/openclaw/openclaw/issues/61936) — closed
 
+### `dependabot[bot]`
+
+- profile: [github.com/dependabot[bot]](https://github.com/dependabot[bot])
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Adependabot%5Bbot%5D)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adependabot%5Bbot%5D)
+- repo first seen: `2026-01-16T21:59:54Z`
+- repo last seen: `2026-04-16T08:40:19Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **9**
+- snapshot authored PRs/issues: **9 PRs / 0 issues**
+- snapshot discussion activity: **23 comments / 0 reviews / 0 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 13, "column": 3}], "message": "Could not resolve to a User with the login of 'dependabot[bot]'."}]`
+
+Example artifacts:
+- [PR #67592: build(deps): bump the android-deps group across 1 directory with 17 updates](https://github.com/openclaw/openclaw/pull/67592) — open
+- [PR #65826: build(deps): bump the android-deps group across 1 directory with 16 updates](https://github.com/openclaw/openclaw/pull/65826) — open
+- [PR #65099: chore(deps): bump actions/create-github-app-token from 2 to 3.0.0](https://github.com/openclaw/openclaw/pull/65099) — open
+
 ### `lawrence3699`
 
 - profile: [github.com/lawrence3699](https://github.com/lawrence3699)
@@ -1798,7 +1822,7 @@ Example artifacts:
 Example artifacts:
 - [PR #67982: [AI-assisted] fix(approvals): clarify stale approval replies](https://github.com/openclaw/openclaw/pull/67982) — open, draft
 - [PR #67981: fix(cli): prefer live channel logout [AI-assisted]](https://github.com/openclaw/openclaw/pull/67981) — open, draft
-- [PR #67980: [AI-assisted] fix(agents): mark failed TTS tool synthesis as an error](https://github.com/openclaw/openclaw/pull/67980) — open
+- [PR #67980: [AI-assisted] fix(agents): mark failed TTS tool synthesis as an error](https://github.com/openclaw/openclaw/pull/67980) — closed, merged
 
 ### `SARAMALI15792`
 
@@ -2014,30 +2038,6 @@ Example artifacts:
 - [PR #67591: fix(session): clear auto-fallback model overrides on /new and /reset](https://github.com/openclaw/openclaw/pull/67591) — open
 - [PR #67091: fix(dreaming): use ingestion date for dayBucket instead of file date](https://github.com/openclaw/openclaw/pull/67091) — closed, merged
 
-### `dependabot[bot]`
-
-- profile: [github.com/dependabot[bot]](https://github.com/dependabot[bot])
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Adependabot%5Bbot%5D)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Adependabot%5Bbot%5D)
-- repo first seen: `2026-01-16T21:59:54Z`
-- repo last seen: `2026-04-16T08:40:19Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **8**
-- snapshot authored PRs/issues: **8 PRs / 0 issues**
-- snapshot discussion activity: **23 comments / 0 reviews / 0 review comments**
-- account age: **? days**
-- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
-- public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
-- heuristic read: **summary unavailable**
-- enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 13, "column": 3}], "message": "Could not resolve to a User with the login of 'dependabot[bot]'."}]`
-
-Example artifacts:
-- [PR #67592: build(deps): bump the android-deps group across 1 directory with 17 updates](https://github.com/openclaw/openclaw/pull/67592) — open
-- [PR #65826: build(deps): bump the android-deps group across 1 directory with 16 updates](https://github.com/openclaw/openclaw/pull/65826) — open
-- [PR #65099: chore(deps): bump actions/create-github-app-token from 2 to 3.0.0](https://github.com/openclaw/openclaw/pull/65099) — open
-
 ### `draix`
 
 - profile: [github.com/draix](https://github.com/draix)
@@ -2182,12 +2182,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aonutc)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aonutc)
 - repo first seen: `2026-01-08T12:30:20Z`
-- repo last seen: `2026-04-17T13:44:40Z`
+- repo last seen: `2026-04-18T01:18:04Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **8 PRs / 0 issues**
-- snapshot discussion activity: **29 comments / 9 reviews / 9 review comments**
+- snapshot discussion activity: **30 comments / 10 reviews / 10 review comments**
 - account age: **874 days**
 - recent public PR activity: **16 PRs** (12 merged / 1 closed-unmerged / 3 open; merged rate **75%**, closed-unmerged rate **6%**, open rate **19%**)
 - public orgs: `textcortex`
@@ -2195,7 +2195,7 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
-- [PR #67838: CI: stabilize live release lanes](https://github.com/openclaw/openclaw/pull/67838) — open
+- [PR #67838: CI: stabilize live release lanes](https://github.com/openclaw/openclaw/pull/67838) — closed, merged
 - [PR #67829: CI: fix live docker vite temp overlay](https://github.com/openclaw/openclaw/pull/67829) — closed, merged
 - [PR #67825: CI: mount writable Docker cache homes](https://github.com/openclaw/openclaw/pull/67825) — closed, merged
 
@@ -2303,12 +2303,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amartingarramon)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amartingarramon)
 - repo first seen: `2026-03-21T22:50:34Z`
-- repo last seen: `2026-04-17T17:48:40Z`
+- repo last seen: `2026-04-18T01:02:37Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **7 PRs / 1 issues**
-- snapshot discussion activity: **66 comments / 29 reviews / 1 review comments**
+- snapshot discussion activity: **67 comments / 29 reviews / 1 review comments**
 - account age: **49 days**
 - recent public PR activity: **5 PRs** (0 merged / 2 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **40%**, open rate **60%**)
 - public orgs: none visible
@@ -4502,29 +4502,6 @@ Example artifacts:
 - [PR #65012: fix(memory-wiki): pass app config into CLI metadata registrar](https://github.com/openclaw/openclaw/pull/65012) — closed, merged
 - [PR #64466: fix(memory-core): preserve public artifact visibility through loader cache restore](https://github.com/openclaw/openclaw/pull/64466) — closed
 
-### `mraleko`
-
-- profile: [github.com/mraleko](https://github.com/mraleko)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amraleko)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amraleko)
-- repo first seen: `2026-04-08T03:48:45Z`
-- repo last seen: `2026-04-14T21:34:27Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 2 reviews / 2 review comments**
-- account age: **938 days**
-- recent public PR activity: **8 PRs** (0 merged / 6 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **75%**, open rate **25%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #66819: fix(cli): unwrap nested claude result json](https://github.com/openclaw/openclaw/pull/66819) — open
-- [PR #64561: fix(openai): default openai-codex provider api to responses](https://github.com/openclaw/openclaw/pull/64561) — closed
-- [PR #63380: fix(telegram): allow agentId in account config for multi-account routing](https://github.com/openclaw/openclaw/pull/63380) — open
-
 ### `glfruit`
 
 - profile: [github.com/glfruit](https://github.com/glfruit)
@@ -4667,29 +4644,6 @@ Example artifacts:
 - [PR #65013: fix(tasks): silence acp child-session completion banners](https://github.com/openclaw/openclaw/pull/65013) — open
 - [PR #64416: fix(acp): normalize completion delivery guidance](https://github.com/openclaw/openclaw/pull/64416) — open
 
-### `xchunzhao`
-
-- profile: [github.com/xchunzhao](https://github.com/xchunzhao)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Axchunzhao)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Axchunzhao)
-- repo first seen: `2026-04-10T23:50:05Z`
-- repo last seen: `2026-04-11T01:11:39Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **3918 days**
-- recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
-- 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 #64568: fix(ollama): enable streaming usage for OpenAI-compat endpoint (closes #64326)](https://github.com/openclaw/openclaw/pull/64568) — closed
-- [PR #64557: fix: exclude ephemeral loopback port from CLI session mcpConfigHash (closes #64386)](https://github.com/openclaw/openclaw/pull/64557) — open
-- [PR #64540: fix: treat empty heartbeat config as disabled (closes #64293)](https://github.com/openclaw/openclaw/pull/64540) — open
-
 ### `cyrusaf`
 
 - profile: [github.com/cyrusaf](https://github.com/cyrusaf)
@@ -5116,52 +5070,6 @@ Example artifacts:
 - [PR #68257: fix(gateway): stop restarting gateway on OAuth token refresh (auth.profiles.*) [AI-assisted]](https://github.com/openclaw/openclaw/pull/68257) — open
 - [Issue #68258: [Bug]: Gateway self-SIGTERMs on OAuth token refresh (auth.profiles.* unmatched in reload plan)](https://github.com/openclaw/openclaw/issues/68258) — open
 
-### `Pearcekieser`
-
-- profile: [github.com/Pearcekieser](https://github.com/Pearcekieser)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3APearcekieser)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3APearcekieser)
-- repo first seen: `2026-04-11T00:45:04Z`
-- repo last seen: `2026-04-17T03:25:29Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **2 comments / 1 reviews / 0 review comments**
-- account age: **4652 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 #67506: test: avoid hanging boundary+tooling shard](https://github.com/openclaw/openclaw/pull/67506) — open
-- [PR #64558: fix(browser): repair isolated download seam](https://github.com/openclaw/openclaw/pull/64558) — open
-- [Issue #67507: CI node shard can hang after boundary+tooling combined project run](https://github.com/openclaw/openclaw/issues/67507) — open
-
-### `qualiobra`
-
-- profile: [github.com/qualiobra](https://github.com/qualiobra)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aqualiobra)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aqualiobra)
-- repo first seen: `2026-03-20T15:55:02Z`
-- repo last seen: `2026-04-15T16:06:12Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **7 comments / 2 reviews / 2 review comments**
-- account age: **330 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: **young account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #67279: fix(whatsapp): harden creds saves during reconnects](https://github.com/openclaw/openclaw/pull/67279) — open
-- [PR #64559: fix(plugins): emit message_received hook for queued inbound messages (#64525)](https://github.com/openclaw/openclaw/pull/64559) — open
-- [Issue #64525: [Bug]: message_received plugin hook does not fire for queued/in-flight inbound messages](https://github.com/openclaw/openclaw/issues/64525) — open
-
 ### `rarest`
 
 - profile: [github.com/rarest](https://github.com/rarest)
@@ -6603,6 +6511,29 @@ Example artifacts:
 - [PR #62483: fix: preserve explicit provider prefixes for slash-delimited chat models [AI-assisted]](https://github.com/openclaw/openclaw/pull/62483) — closed, draft
 - [PR #62482: fix: refresh subsystem file loggers across daily log rollovers [AI-assisted]](https://github.com/openclaw/openclaw/pull/62482) — open
 
+### `mraleko`
+
+- profile: [github.com/mraleko](https://github.com/mraleko)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amraleko)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amraleko)
+- repo first seen: `2026-04-08T03:48:45Z`
+- repo last seen: `2026-04-14T21:34:27Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **4 comments / 2 reviews / 2 review comments**
+- account age: **938 days**
+- recent public PR activity: **8 PRs** (0 merged / 6 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **75%**, open rate **25%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #66819: fix(cli): unwrap nested claude result json](https://github.com/openclaw/openclaw/pull/66819) — open
+- [PR #64561: fix(openai): default openai-codex provider api to responses](https://github.com/openclaw/openclaw/pull/64561) — closed
+- [PR #63380: fix(telegram): allow agentId in account config for multi-account routing](https://github.com/openclaw/openclaw/pull/63380) — open
+
 ### `wirjo`
 
 - profile: [github.com/wirjo](https://github.com/wirjo)
@@ -6930,6 +6861,52 @@ Example artifacts:
 - [PR #53298: fix(matrix): resolve crypto bootstrap failure and multi-extension idHint warning](https://github.com/openclaw/openclaw/pull/53298) — open
 - [Issue #66809: Browser: local managed loopback CDP tab ops can still fail with 'browser endpoint blocked by policy' after successful host navigation](https://github.com/openclaw/openclaw/issues/66809) — open
 
+### `Pearcekieser`
+
+- profile: [github.com/Pearcekieser](https://github.com/Pearcekieser)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3APearcekieser)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3APearcekieser)
+- repo first seen: `2026-04-11T00:45:04Z`
+- repo last seen: `2026-04-17T03:25:29Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **2 PRs / 1 issues**
+- snapshot discussion activity: **2 comments / 1 reviews / 0 review comments**
+- account age: **4652 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 #67506: test: avoid hanging boundary+tooling shard](https://github.com/openclaw/openclaw/pull/67506) — open
+- [PR #64558: fix(browser): repair isolated download seam](https://github.com/openclaw/openclaw/pull/64558) — open
+- [Issue #67507: CI node shard can hang after boundary+tooling combined project run](https://github.com/openclaw/openclaw/issues/67507) — open
+
+### `qualiobra`
+
+- profile: [github.com/qualiobra](https://github.com/qualiobra)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aqualiobra)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aqualiobra)
+- repo first seen: `2026-03-20T15:55:02Z`
+- repo last seen: `2026-04-15T16:06:12Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **2 PRs / 1 issues**
+- snapshot discussion activity: **7 comments / 2 reviews / 2 review comments**
+- account age: **330 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: **young account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #67279: fix(whatsapp): harden creds saves during reconnects](https://github.com/openclaw/openclaw/pull/67279) — open
+- [PR #64559: fix(plugins): emit message_received hook for queued inbound messages (#64525)](https://github.com/openclaw/openclaw/pull/64559) — open
+- [Issue #64525: [Bug]: message_received plugin hook does not fire for queued/in-flight inbound messages](https://github.com/openclaw/openclaw/issues/64525) — open
+
 ### `TaoXieSZ`
 
 - profile: [github.com/TaoXieSZ](https://github.com/TaoXieSZ)
@@ -9364,8 +9341,8 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #68058: fix: throw on TTS failure and enable loop detection by default](https://github.com/openclaw/openclaw/pull/68058) — open
-- [Issue #67744: Agent infinite-loops on unconfigured tts — three stacked issues](https://github.com/openclaw/openclaw/issues/67744) — open
+- [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`
 
@@ -10057,7 +10034,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aanniesurla)
 - repo first seen: `2026-04-18T00:06:08Z`
 - repo last seen: `2026-04-18T00:13:07Z`
-- 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**
@@ -11499,6 +11476,27 @@ Example artifacts:
 Example artifacts:
 - [PR #65492: feat(agents): make slug generator timeout configurable](https://github.com/openclaw/openclaw/pull/65492) — open
 
+### `fangguisheng520`
+
+- profile: [github.com/fangguisheng520](https://github.com/fangguisheng520)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Afangguisheng520)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Afangguisheng520)
+- repo first seen: `2026-04-18T01:00:50Z`
+- repo last seen: `2026-04-18T01:00:50Z`
+- 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: **188 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 #68345: Modify several web pages by hard-coding the language into multiple la…](https://github.com/openclaw/openclaw/pull/68345) — open
+
 ### `fangweili`
 
 - profile: [github.com/fangweili](https://github.com/fangweili)
@@ -14314,27 +14312,6 @@ Example artifacts:
 Example artifacts:
 - [PR #67665: fix(discord): normalize prefixed conversation ids in resolveChannelIdForBinding](https://github.com/openclaw/openclaw/pull/67665) — open
 
-### `odysseus0`
-
-- profile: [github.com/odysseus0](https://github.com/odysseus0)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aodysseus0)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aodysseus0)
-- repo first seen: `2026-01-23T10:05:27Z`
-- repo last seen: `2026-04-11T19:58:51Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **25 comments / 0 reviews / 0 review comments**
-- account age: **4244 days**
-- recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #64560: Heartbeat: spread interval runs across stable phases](https://github.com/openclaw/openclaw/pull/64560) — closed, merged
-
 ### `OFABLE`
 
 - profile: [github.com/OFABLE](https://github.com/OFABLE)
@@ -16562,6 +16539,27 @@ Example artifacts:
 Example artifacts:
 - [PR #66551: fix(media): allow host-read text document fallback mimes](https://github.com/openclaw/openclaw/pull/66551) — open
 
+### `yxjsxy`
+
+- profile: [github.com/yxjsxy](https://github.com/yxjsxy)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ayxjsxy)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ayxjsxy)
+- repo first seen: `2026-04-18T00:21:13Z`
+- repo last seen: `2026-04-18T00:21:13Z`
+- first seen in snapshot: **yes**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **3041 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 #68342: fix(ollama): allow baseUrl in plugin config schema](https://github.com/openclaw/openclaw/pull/68342) — open
+
 ### `zeroasterisk`
 
 - profile: [github.com/zeroasterisk](https://github.com/zeroasterisk)

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+size 1223091

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@@ -0,0 +1,39 @@
+{
+  "artifacts": {
+    "new_contributors_json": "new-contributors-report.json",
+    "new_contributors_markdown": "new-contributors-report.md",
+    "new_contributors_parquet": "new_contributors.parquet"
+  },
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+  "crawl_started_at": "2026-04-18T01:20:35Z",
+  "delta_counts": {
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+    "issue_stubs": 29,
+    "issues": 9,
+    "links": 64,
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+  "extracted_at": "2026-04-18T01:20:35Z",
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@@ -1,8 +1,8 @@
 {
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+  "archived_manifest_path": "snapshots/20260418T012035Z/manifest.json",
+  "latest_snapshot_id": "20260418T012035Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-18T00:20:35Z",
+  "next_since": "2026-04-18T01:20:35Z",
   "repo": "openclaw/openclaw",
-  "snapshot_dir": "snapshots/20260418T002035Z"
+  "snapshot_dir": "snapshots/20260418T012035Z"
 }

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@@ -1,7 +1,7 @@
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-  "next_since": "2026-04-18T00:20:35Z",
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 }