Refresh openclaw dataset snapshot 20260418T002035Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260417T232041Z`
+- latest snapshot: `20260418T002035Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
 - full file contents for changed files are not included

comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2b26d3fadae33c3002d720feffb6e3a9092fafdf680dc02365b06d9b58946aa4
-size 66956959
+oid sha256:9cb1d897d98d6b0a959f8b2a69744c09940846be66e8ceea3262993ffd6b6f78
+size 66980750

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:44ea660ffa7a249ea88bb372e67d68115fb0c40654ac13e48cd55e87ff44cc32
-size 892075
+oid sha256:d8b357a44c3635d14f06b5ca890f48597cd1dc4b8fc4c7f261c12981a93c5ab1
+size 896018

issue_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:26bba8481df4e7abc5c9fb96ffa03c73252a74e78dc0580c5b22d02cff346ea8
-size 19919067
+oid sha256:393e77d832502bcc2fe7181a23f1fab90ac61805989c369098d849a97eec4dff
+size 19923580

issues.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:eb24852e6ec8df90edc5d03c4b9aed3cd932fab2d7831211b3b2579b8f2c88e1
-size 6345189
+oid sha256:db90352c6010d3f5297039410026e029fce437266b10e5b0771a87cd9c244ed0
+size 6353228

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:147b0610291f81802e2b8598894a837782f373f8611fa0c4d437946db940fab1
-size 517158
+oid sha256:1231780158bf648aed53b98bb2a92113c29b66830f45a51bdf758c9c6d99c32e
+size 517698

manifest.json

@@ -5,35 +5,35 @@
     "new_contributors_parquet": "new_contributors.parquet"
   },
   "counts": {
-    "comments": 135642,
-    "issues": 4177,
-    "links": 43324,
-    "new_contributors": 721,
-    "pr_diffs": 2934,
-    "pr_files": 58693,
-    "pull_requests": 2934,
-    "review_comments": 14389,
-    "reviews": 10863,
-    "timeline_events": 45174
+    "comments": 135668,
+    "issues": 4182,
+    "links": 43347,
+    "new_contributors": 722,
+    "pr_diffs": 2944,
+    "pr_files": 58766,
+    "pull_requests": 2944,
+    "review_comments": 14457,
+    "reviews": 10909,
+    "timeline_events": 45331
   },
-  "crawl_started_at": "2026-04-17T23:20:41Z",
+  "crawl_started_at": "2026-04-18T00:20:35Z",
   "delta_counts": {
-    "comments": 46,
-    "issue_stubs": 59,
-    "issues": 17,
-    "links": 85,
-    "pr_diffs": 42,
-    "pr_files": 2651,
-    "pull_requests": 42,
-    "review_comments": 795,
-    "reviews": 657,
-    "timeline_events": 1691
+    "comments": 31,
+    "issue_stubs": 52,
+    "issues": 12,
+    "links": 79,
+    "pr_diffs": 40,
+    "pr_files": 460,
+    "pull_requests": 40,
+    "review_comments": 503,
+    "reviews": 348,
+    "timeline_events": 1067
   },
-  "extracted_at": "2026-04-17T23:20:41Z",
+  "extracted_at": "2026-04-18T00:20:35Z",
   "repo": "openclaw/openclaw",
-  "snapshot_id": "20260417T232041Z",
+  "snapshot_id": "20260418T002035Z",
   "watermark": {
-    "effective_since": "2026-04-17T22:20:41Z",
-    "next_since": "2026-04-17T23:20:41Z"
+    "effective_since": "2026-04-17T23:20:41Z",
+    "next_since": "2026-04-18T00:20:35Z"
   }
 }

new-contributors-report.json

@@ -1,26 +1,26 @@
 {
   "schema_version": "1.0",
   "repo": "openclaw/openclaw",
-  "snapshot_id": "20260417T232041Z",
-  "generated_at": "2026-04-17T23:23:38Z",
+  "snapshot_id": "20260418T002035Z",
+  "generated_at": "2026-04-18T00:22:43Z",
   "window_days": 7,
   "max_authors": 0,
   "instrumentation": {
-    "selected_contributors": 721,
-    "first_seen_in_snapshot": 5,
+    "selected_contributors": 722,
+    "first_seen_in_snapshot": 1,
     "known_via_prior_merged_pr": 115,
-    "previous_primary_author_count": 4080,
-    "selected_seen_in_previous_primary": 716,
-    "previous_report_contributor_count": 714,
-    "selected_overlap_previous_report": 713,
-    "selected_overlap_previous_report_rate": 0.9889,
-    "reused_previous_report_entries": 705,
+    "previous_primary_author_count": 4093,
+    "selected_seen_in_previous_primary": 721,
+    "previous_report_contributor_count": 721,
+    "selected_overlap_previous_report": 720,
+    "selected_overlap_previous_report_rate": 0.9972,
+    "reused_previous_report_entries": 712,
     "reused_known_merged_contributors": 114,
-    "live_fetches": 16,
+    "live_fetches": 10,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 18.051,
-    "enrichment_avg_seconds_per_author": 0.025,
+    "enrichment_elapsed_seconds": 5.119,
+    "enrichment_avg_seconds_per_author": 0.007,
     "enrichment_failures": 8
   },
   "contributors": [
@@ -301,12 +301,12 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahclsys",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahclsys",
       "repo_first_seen_at": "2026-01-29T06:32:51Z",
-      "repo_last_seen_at": "2026-04-17T23:07:58Z",
+      "repo_last_seen_at": "2026-04-18T00:16:20Z",
       "repo_primary_artifact_count": 38,
-      "repo_artifact_count": 199,
+      "repo_artifact_count": 200,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 38,
-      "snapshot_comment_count": 155,
+      "snapshot_comment_count": 156,
       "snapshot_review_count": 3,
       "snapshot_review_comment_count": 3,
       "repo_association": "CONTRIBUTOR",
@@ -1058,83 +1058,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "oraculoos",
-      "name": null,
-      "profile_url": "https://github.com/oraculoos",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aoraculoos",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aoraculoos",
-      "repo_first_seen_at": "2026-04-14T13:16:27Z",
-      "repo_last_seen_at": "2026-04-14T15:11:33Z",
-      "repo_primary_artifact_count": 20,
-      "repo_artifact_count": 20,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 20,
-      "snapshot_comment_count": 0,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "NONE",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
-      "account_age_days": null,
-      "young_account": false,
-      "follow_through_score": "n/a",
-      "breadth_score": "n/a",
-      "automation_risk_signal": "n/a",
-      "heuristic_note": "summary unavailable",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": null,
-        "merged_pr_count": null,
-        "closed_unmerged_pr_count": null,
-        "open_pr_count": null,
-        "merged_pr_rate": null,
-        "closed_unmerged_pr_rate": null,
-        "still_open_pr_rate": null,
-        "distinct_repos_with_authored_prs": null,
-        "distinct_repos_with_open_prs": null
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 66632,
-            "title": "docs: expand stability focus in CONTRIBUTING.md",
-            "url": "https://github.com/openclaw/openclaw/pull/66632",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-14T15:11:33Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 66630,
-            "title": "docs: clarify responsible disclosure in SECURITY.md",
-            "url": "https://github.com/openclaw/openclaw/pull/66630",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-14T15:10:39Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 66629,
-            "title": "docs: add section comments to .dockerignore for better organization",
-            "url": "https://github.com/openclaw/openclaw/pull/66629",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-14T15:10:05Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": "[{\"type\": \"NOT_FOUND\", \"path\": [\"user\"], \"locations\": [{\"line\": 13, \"column\": 3}], \"message\": \"Could not resolve to a User with the login of 'oraculoos'.\"}]"
-    },
     {
       "author_login": "kagura-agent",
       "name": "Kagura",
@@ -1142,11 +1065,11 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akagura-agent",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akagura-agent",
       "repo_first_seen_at": "2026-03-18T00:16:55Z",
-      "repo_last_seen_at": "2026-04-17T13:12:20Z",
-      "repo_primary_artifact_count": 26,
-      "repo_artifact_count": 64,
+      "repo_last_seen_at": "2026-04-17T23:48:00Z",
+      "repo_primary_artifact_count": 27,
+      "repo_artifact_count": 65,
       "snapshot_issue_count": 7,
-      "snapshot_pr_count": 19,
+      "snapshot_pr_count": 20,
       "snapshot_comment_count": 38,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
@@ -1177,6 +1100,16 @@
       },
       "examples": {
         "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68332,
+            "title": "Matrix: forward dangerouslyAllowPrivateNetwork config to client SSRF policy",
+            "url": "https://github.com/openclaw/openclaw/pull/68332",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-17T23:48:00Z"
+          },
           {
             "kind": "pull_request",
             "number": 68096,
@@ -1196,16 +1129,6 @@
             "merged": false,
             "draft": false,
             "created_at": "2026-04-17T10:14:35Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 68040,
-            "title": "fix: Tavily plugin SecretRef for webSearch.apiKey fails at runtime",
-            "url": "https://github.com/openclaw/openclaw/pull/68040",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-17T08:05:58Z"
           }
         ],
         "issues": [
@@ -1243,6 +1166,83 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "oraculoos",
+      "name": null,
+      "profile_url": "https://github.com/oraculoos",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aoraculoos",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aoraculoos",
+      "repo_first_seen_at": "2026-04-14T13:16:27Z",
+      "repo_last_seen_at": "2026-04-14T15:11:33Z",
+      "repo_primary_artifact_count": 20,
+      "repo_artifact_count": 20,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 20,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "NONE",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": null,
+      "young_account": false,
+      "follow_through_score": "n/a",
+      "breadth_score": "n/a",
+      "automation_risk_signal": "n/a",
+      "heuristic_note": "summary unavailable",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": null,
+        "merged_pr_count": null,
+        "closed_unmerged_pr_count": null,
+        "open_pr_count": null,
+        "merged_pr_rate": null,
+        "closed_unmerged_pr_rate": null,
+        "still_open_pr_rate": null,
+        "distinct_repos_with_authored_prs": null,
+        "distinct_repos_with_open_prs": null
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 66632,
+            "title": "docs: expand stability focus in CONTRIBUTING.md",
+            "url": "https://github.com/openclaw/openclaw/pull/66632",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-14T15:11:33Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 66630,
+            "title": "docs: clarify responsible disclosure in SECURITY.md",
+            "url": "https://github.com/openclaw/openclaw/pull/66630",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-14T15:10:39Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 66629,
+            "title": "docs: add section comments to .dockerignore for better organization",
+            "url": "https://github.com/openclaw/openclaw/pull/66629",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-14T15:10:05Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": "[{\"type\": \"NOT_FOUND\", \"path\": [\"user\"], \"locations\": [{\"line\": 13, \"column\": 3}], \"message\": \"Could not resolve to a User with the login of 'oraculoos'.\"}]"
+    },
     {
       "author_login": "jalehman",
       "name": "Josh Lehman",
@@ -1750,12 +1750,12 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Acoygeek",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acoygeek",
       "repo_first_seen_at": "2026-01-31T03:06:37Z",
-      "repo_last_seen_at": "2026-04-13T06:12:25Z",
+      "repo_last_seen_at": "2026-04-17T23:49:15Z",
       "repo_primary_artifact_count": 34,
-      "repo_artifact_count": 186,
+      "repo_artifact_count": 188,
       "snapshot_issue_count": 18,
       "snapshot_pr_count": 16,
-      "snapshot_comment_count": 152,
+      "snapshot_comment_count": 154,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "CONTRIBUTOR",
@@ -1810,7 +1810,7 @@
             "number": 65644,
             "title": "docs: harden podman env sample guidance",
             "url": "https://github.com/openclaw/openclaw/pull/65644",
-            "state": "open",
+            "state": "closed",
             "merged": false,
             "draft": false,
             "created_at": "2026-04-13T01:44:27Z"
@@ -1832,7 +1832,7 @@
             "number": 65625,
             "title": "[Bug]: openclaw.podman.env ships empty gateway token with lan bind as default, exposing unauthenticated gateway if used directly",
             "url": "https://github.com/openclaw/openclaw/issues/65625",
-            "state": "open",
+            "state": "closed",
             "merged": null,
             "draft": null,
             "created_at": "2026-04-13T01:06:45Z"
@@ -3028,12 +3028,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
-      "new_to_repo": true,
-      "first_seen_in_snapshot": true,
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 2426,
       "young_account": false,
       "follow_through_score": "weak",
@@ -3166,6 +3166,83 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "Linux2010",
+      "name": "Andy Tien",
+      "profile_url": "https://github.com/Linux2010",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALinux2010",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALinux2010",
+      "repo_first_seen_at": "2026-02-28T09:30:44Z",
+      "repo_last_seen_at": "2026-04-17T15:56:11Z",
+      "repo_primary_artifact_count": 10,
+      "repo_artifact_count": 74,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 10,
+      "snapshot_comment_count": 64,
+      "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": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 3021,
+      "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": 16,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 4,
+        "open_pr_count": 11,
+        "merged_pr_rate": 0.0625,
+        "closed_unmerged_pr_rate": 0.25,
+        "still_open_pr_rate": 0.6875,
+        "distinct_repos_with_authored_prs": 3,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68189,
+            "title": "fix: prevent heartbeat events from preempting user-facing reply lane",
+            "url": "https://github.com/openclaw/openclaw/pull/68189",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-17T15:56:11Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68130,
+            "title": "fix: reduce log level for narrative session cleanup scope failures",
+            "url": "https://github.com/openclaw/openclaw/pull/68130",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-17T13:46:20Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68010,
+            "title": "fix(providers): defer OpenRouter env var candidates to lazy proxy (#67989)",
+            "url": "https://github.com/openclaw/openclaw/pull/68010",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-17T06:24:43Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "lml2468",
       "name": "Menglin Li",
@@ -3762,83 +3839,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "Linux2010",
-      "name": "Andy Tien",
-      "profile_url": "https://github.com/Linux2010",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALinux2010",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALinux2010",
-      "repo_first_seen_at": "2026-02-28T09:30:44Z",
-      "repo_last_seen_at": "2026-04-17T15:56:11Z",
-      "repo_primary_artifact_count": 9,
-      "repo_artifact_count": 73,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 9,
-      "snapshot_comment_count": 64,
-      "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": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 3021,
-      "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": 16,
-        "merged_pr_count": 1,
-        "closed_unmerged_pr_count": 4,
-        "open_pr_count": 11,
-        "merged_pr_rate": 0.0625,
-        "closed_unmerged_pr_rate": 0.25,
-        "still_open_pr_rate": 0.6875,
-        "distinct_repos_with_authored_prs": 3,
-        "distinct_repos_with_open_prs": 2
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 68189,
-            "title": "fix: prevent heartbeat events from preempting user-facing reply lane",
-            "url": "https://github.com/openclaw/openclaw/pull/68189",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-17T15:56:11Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 68130,
-            "title": "fix: reduce log level for narrative session cleanup scope failures",
-            "url": "https://github.com/openclaw/openclaw/pull/68130",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-17T13:46:20Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 68010,
-            "title": "fix(providers): defer OpenRouter env var candidates to lazy proxy (#67989)",
-            "url": "https://github.com/openclaw/openclaw/pull/68010",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-17T06:24:43Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "SARAMALI15792",
       "name": "saram ali ",
@@ -4828,6 +4828,85 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "jlapenna",
+      "name": "Joe LaPenna",
+      "profile_url": "https://github.com/jlapenna",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajlapenna",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajlapenna",
+      "repo_first_seen_at": "2026-04-03T04:12:38Z",
+      "repo_last_seen_at": "2026-04-18T00:05:20Z",
+      "repo_primary_artifact_count": 8,
+      "repo_artifact_count": 26,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 8,
+      "snapshot_comment_count": 16,
+      "snapshot_review_count": 2,
+      "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": 6304,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share",
+      "public_orgs": [
+        "supersprinklesracing"
+      ],
+      "activity": {
+        "visible_authored_pr_count": 13,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 3,
+        "open_pr_count": 9,
+        "merged_pr_rate": 0.0769,
+        "closed_unmerged_pr_rate": 0.2308,
+        "still_open_pr_rate": 0.6923,
+        "distinct_repos_with_authored_prs": 2,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68337,
+            "title": "docs(acp): Add explicit warning on Docker deployment for ACP tools",
+            "url": "https://github.com/openclaw/openclaw/pull/68337",
+            "state": "open",
+            "merged": false,
+            "draft": true,
+            "created_at": "2026-04-18T00:05:20Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 66190,
+            "title": "fix(memory): use native parser for openai embeddings proxy",
+            "url": "https://github.com/openclaw/openclaw/pull/66190",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-13T22:46:45Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 65473,
+            "title": "docs(gateway): Document Docker-out-of-Docker Paradox and constraint",
+            "url": "https://github.com/openclaw/openclaw/pull/65473",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-04-12T16:57:49Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "Magicray1217",
       "name": "WANG RAN",
@@ -4905,6 +4984,83 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "MonkeyLeeT",
+      "name": "Ted Li",
+      "profile_url": "https://github.com/MonkeyLeeT",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AMonkeyLeeT",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AMonkeyLeeT",
+      "repo_first_seen_at": "2026-03-02T15:37:21Z",
+      "repo_last_seen_at": "2026-04-17T23:39:44Z",
+      "repo_primary_artifact_count": 8,
+      "repo_artifact_count": 23,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 8,
+      "snapshot_comment_count": 13,
+      "snapshot_review_count": 1,
+      "snapshot_review_comment_count": 1,
+      "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": 4437,
+      "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": 9,
+        "merged_pr_count": 2,
+        "closed_unmerged_pr_count": 3,
+        "open_pr_count": 4,
+        "merged_pr_rate": 0.2222,
+        "closed_unmerged_pr_rate": 0.3333,
+        "still_open_pr_rate": 0.4444,
+        "distinct_repos_with_authored_prs": 2,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68328,
+            "title": "[codex] Fix config validation for truncateAfterCompaction",
+            "url": "https://github.com/openclaw/openclaw/pull/68328",
+            "state": "open",
+            "merged": false,
+            "draft": true,
+            "created_at": "2026-04-17T23:39:44Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 67807,
+            "title": "fix(cron): clean up deleteAfterRun direct deliveries",
+            "url": "https://github.com/openclaw/openclaw/pull/67807",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-16T20:24:22Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 67800,
+            "title": "fix(agents): honor explicit long Anthropic cache TTL on custom hosts",
+            "url": "https://github.com/openclaw/openclaw/pull/67800",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-16T19:54:47Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "mushuiyu886",
       "name": null,
@@ -5145,12 +5301,12 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amjamiv",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amjamiv",
       "repo_first_seen_at": "2026-04-08T18:58:33Z",
-      "repo_last_seen_at": "2026-04-17T19:29:17Z",
+      "repo_last_seen_at": "2026-04-17T23:27:01Z",
       "repo_primary_artifact_count": 12,
-      "repo_artifact_count": 72,
+      "repo_artifact_count": 73,
       "snapshot_issue_count": 5,
       "snapshot_pr_count": 7,
-      "snapshot_comment_count": 48,
+      "snapshot_comment_count": 49,
       "snapshot_review_count": 6,
       "snapshot_review_comment_count": 6,
       "repo_association": "CONTRIBUTOR",
@@ -5527,14 +5683,14 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Arubencu",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arubencu",
       "repo_first_seen_at": "2026-04-13T11:49:44Z",
-      "repo_last_seen_at": "2026-04-17T13:52:26Z",
+      "repo_last_seen_at": "2026-04-17T23:32:30Z",
       "repo_primary_artifact_count": 8,
-      "repo_artifact_count": 33,
+      "repo_artifact_count": 35,
       "snapshot_issue_count": 1,
       "snapshot_pr_count": 7,
       "snapshot_comment_count": 1,
-      "snapshot_review_count": 12,
-      "snapshot_review_comment_count": 12,
+      "snapshot_review_count": 13,
+      "snapshot_review_comment_count": 13,
       "repo_association": "CONTRIBUTOR",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -5918,83 +6074,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "MonkeyLeeT",
-      "name": "Ted Li",
-      "profile_url": "https://github.com/MonkeyLeeT",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AMonkeyLeeT",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AMonkeyLeeT",
-      "repo_first_seen_at": "2026-03-02T15:37:21Z",
-      "repo_last_seen_at": "2026-04-17T15:29:13Z",
-      "repo_primary_artifact_count": 7,
-      "repo_artifact_count": 22,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 7,
-      "snapshot_comment_count": 13,
-      "snapshot_review_count": 1,
-      "snapshot_review_comment_count": 1,
-      "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": 4437,
-      "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": 9,
-        "merged_pr_count": 2,
-        "closed_unmerged_pr_count": 3,
-        "open_pr_count": 4,
-        "merged_pr_rate": 0.2222,
-        "closed_unmerged_pr_rate": 0.3333,
-        "still_open_pr_rate": 0.4444,
-        "distinct_repos_with_authored_prs": 2,
-        "distinct_repos_with_open_prs": 2
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 67807,
-            "title": "fix(cron): clean up deleteAfterRun direct deliveries",
-            "url": "https://github.com/openclaw/openclaw/pull/67807",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-16T20:24:22Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 67800,
-            "title": "fix(agents): honor explicit long Anthropic cache TTL on custom hosts",
-            "url": "https://github.com/openclaw/openclaw/pull/67800",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-16T19:54:47Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 66111,
-            "title": "fix(reply): recognize /trace directives",
-            "url": "https://github.com/openclaw/openclaw/pull/66111",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-13T18:29:46Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "MukundaKatta",
       "name": "Mukunda Rao Katta",
@@ -8484,12 +8563,12 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ABKF-Gitty",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ABKF-Gitty",
       "repo_first_seen_at": "2026-04-11T18:30:35Z",
-      "repo_last_seen_at": "2026-04-16T22:46:37Z",
+      "repo_last_seen_at": "2026-04-17T23:39:21Z",
       "repo_primary_artifact_count": 6,
-      "repo_artifact_count": 10,
+      "repo_artifact_count": 11,
       "snapshot_issue_count": 2,
       "snapshot_pr_count": 4,
-      "snapshot_comment_count": 4,
+      "snapshot_comment_count": 5,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "CONTRIBUTOR",
@@ -12454,83 +12533,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "xchunzhao",
-      "name": "XXLOKI",
-      "profile_url": "https://github.com/xchunzhao",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Axchunzhao",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Axchunzhao",
-      "repo_first_seen_at": "2026-04-10T23:50:05Z",
-      "repo_last_seen_at": "2026-04-11T01:11:39Z",
-      "repo_primary_artifact_count": 3,
-      "repo_artifact_count": 5,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 3,
-      "snapshot_comment_count": 2,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "NONE",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 3918,
-      "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": 3,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 1,
-        "open_pr_count": 2,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.3333,
-        "still_open_pr_rate": 0.6667,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 64568,
-            "title": "fix(ollama): enable streaming usage for OpenAI-compat endpoint (closes #64326)",
-            "url": "https://github.com/openclaw/openclaw/pull/64568",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-11T01:11:39Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 64557,
-            "title": "fix: exclude ephemeral loopback port from CLI session mcpConfigHash (closes #64386)",
-            "url": "https://github.com/openclaw/openclaw/pull/64557",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-11T00:44:52Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 64540,
-            "title": "fix: treat empty heartbeat config as disabled (closes #64293)",
-            "url": "https://github.com/openclaw/openclaw/pull/64540",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-10T23:50:05Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "xudaiyanzi",
       "name": "Yan Xu",
@@ -12685,85 +12687,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "jlapenna",
-      "name": "Joe LaPenna",
-      "profile_url": "https://github.com/jlapenna",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajlapenna",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajlapenna",
-      "repo_first_seen_at": "2026-04-03T04:12:38Z",
-      "repo_last_seen_at": "2026-04-17T22:27:22Z",
-      "repo_primary_artifact_count": 7,
-      "repo_artifact_count": 25,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 7,
-      "snapshot_comment_count": 16,
-      "snapshot_review_count": 2,
-      "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": 6304,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share",
-      "public_orgs": [
-        "supersprinklesracing"
-      ],
-      "activity": {
-        "visible_authored_pr_count": 13,
-        "merged_pr_count": 1,
-        "closed_unmerged_pr_count": 3,
-        "open_pr_count": 9,
-        "merged_pr_rate": 0.0769,
-        "closed_unmerged_pr_rate": 0.2308,
-        "still_open_pr_rate": 0.6923,
-        "distinct_repos_with_authored_prs": 2,
-        "distinct_repos_with_open_prs": 2
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 66190,
-            "title": "fix(memory): use native parser for openai embeddings proxy",
-            "url": "https://github.com/openclaw/openclaw/pull/66190",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-13T22:46:45Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 65473,
-            "title": "docs(gateway): Document Docker-out-of-Docker Paradox and constraint",
-            "url": "https://github.com/openclaw/openclaw/pull/65473",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-12T16:57:49Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 64485,
-            "title": "fix(docker): add config dir defaults to prevent broken volume mounts",
-            "url": "https://github.com/openclaw/openclaw/pull/64485",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-10T20:04:49Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "sercada",
       "name": "Sergio Cadavid",
@@ -12862,171 +12785,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "Lucenx9",
-      "name": "Simone",
-      "profile_url": "https://github.com/Lucenx9",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALucenx9",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALucenx9",
-      "repo_first_seen_at": "2026-02-25T06:16:41Z",
-      "repo_last_seen_at": "2026-04-17T20:16:27Z",
-      "repo_primary_artifact_count": 6,
-      "repo_artifact_count": 18,
-      "snapshot_issue_count": 1,
-      "snapshot_pr_count": 5,
-      "snapshot_comment_count": 12,
-      "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": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 547,
-      "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": 3,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 3,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 1.0,
-        "distinct_repos_with_authored_prs": 2,
-        "distinct_repos_with_open_prs": 2
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 68269,
-            "title": "[codex] CLI/Doctor: skip gateway token warning in trusted-proxy mode",
-            "url": "https://github.com/openclaw/openclaw/pull/68269",
-            "state": "open",
-            "merged": false,
-            "draft": true,
-            "created_at": "2026-04-17T20:16:27Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 64548,
-            "title": "fix(whatsapp): normalize explicit heartbeat target",
-            "url": "https://github.com/openclaw/openclaw/pull/64548",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-11T00:09:35Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 64531,
-            "title": "fix(bluebubbles): add configurable outbound send method",
-            "url": "https://github.com/openclaw/openclaw/pull/64531",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-10T23:13:10Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 45645,
-            "title": "[Bug]: doctor/update can leave CLI and gateway on different installs on Linux",
-            "url": "https://github.com/openclaw/openclaw/issues/45645",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-03-14T02:21:26Z"
-          }
-        ]
-      },
-      "fetch_error": null
-    },
-    {
-      "author_login": "ShionEria",
-      "name": "Shion Eria",
-      "profile_url": "https://github.com/ShionEria",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AShionEria",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AShionEria",
-      "repo_first_seen_at": "2026-03-16T10:11:17Z",
-      "repo_last_seen_at": "2026-04-12T04:27:30Z",
-      "repo_primary_artifact_count": 5,
-      "repo_artifact_count": 21,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 5,
-      "snapshot_comment_count": 16,
-      "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": 35,
-      "young_account": true,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "medium",
-      "heuristic_note": "very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 7,
-        "merged_pr_count": 1,
-        "closed_unmerged_pr_count": 3,
-        "open_pr_count": 3,
-        "merged_pr_rate": 0.1429,
-        "closed_unmerged_pr_rate": 0.4286,
-        "still_open_pr_rate": 0.4286,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 65172,
-            "title": "fix(ui): stop misparsing cron-like at schedule strings",
-            "url": "https://github.com/openclaw/openclaw/pull/65172",
-            "state": "closed",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-12T04:27:30Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 64539,
-            "title": "fix(reply): allow OpenClaw tmp media in normalizer",
-            "url": "https://github.com/openclaw/openclaw/pull/64539",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-10T23:44:38Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 64492,
-            "title": "fix(cli): route gateway media sends through sendMedia",
-            "url": "https://github.com/openclaw/openclaw/pull/64492",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-10T20:25:22Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "jhsmith409",
       "name": "Jim Smith",
@@ -14141,6 +13899,83 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "xchunzhao",
+      "name": "XXLOKI",
+      "profile_url": "https://github.com/xchunzhao",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Axchunzhao",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Axchunzhao",
+      "repo_first_seen_at": "2026-04-10T23:50:05Z",
+      "repo_last_seen_at": "2026-04-11T01:11:39Z",
+      "repo_primary_artifact_count": 3,
+      "repo_artifact_count": 5,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 3,
+      "snapshot_comment_count": 2,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "NONE",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 3918,
+      "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": 3,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 1,
+        "open_pr_count": 2,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.3333,
+        "still_open_pr_rate": 0.6667,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 64568,
+            "title": "fix(ollama): enable streaming usage for OpenAI-compat endpoint (closes #64326)",
+            "url": "https://github.com/openclaw/openclaw/pull/64568",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-11T01:11:39Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 64557,
+            "title": "fix: exclude ephemeral loopback port from CLI session mcpConfigHash (closes #64386)",
+            "url": "https://github.com/openclaw/openclaw/pull/64557",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-11T00:44:52Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 64540,
+            "title": "fix: treat empty heartbeat config as disabled (closes #64293)",
+            "url": "https://github.com/openclaw/openclaw/pull/64540",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-10T23:50:05Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "cyrusaf",
       "name": "Cyrus Forbes",
@@ -14963,6 +14798,84 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "acwilan",
+      "name": "Andres Rovira",
+      "profile_url": "https://github.com/acwilan",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aacwilan",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aacwilan",
+      "repo_first_seen_at": "2026-04-14T01:21:33Z",
+      "repo_last_seen_at": "2026-04-17T23:44:10Z",
+      "repo_primary_artifact_count": 3,
+      "repo_artifact_count": 9,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 2,
+      "snapshot_review_count": 2,
+      "snapshot_review_comment_count": 2,
+      "repo_association": "NONE",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 5769,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "many recent closed-unmerged PRs; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 1,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 1,
+        "open_pr_count": 0,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 1.0,
+        "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": 68331,
+            "title": "feat: per-agent TTS and STT config overrides [AI-assisted]",
+            "url": "https://github.com/openclaw/openclaw/pull/68331",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-17T23:44:10Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 66331,
+            "title": "Agents: add per-agent TTS and STT overrides",
+            "url": "https://github.com/openclaw/openclaw/pull/66331",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-14T04:06:24Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 66252,
+            "title": "[Feature]: Per-Agent TTS/STT Configuration Overrides for Multi-Language Support",
+            "url": "https://github.com/openclaw/openclaw/issues/66252",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-04-14T01:21:33Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "BenediktSchackenberg",
       "name": "Benedikt Schackenberg",
@@ -15431,6 +15344,84 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "LightDriverCS",
+      "name": "Cory Shelton",
+      "profile_url": "https://github.com/LightDriverCS",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALightDriverCS",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALightDriverCS",
+      "repo_first_seen_at": "2026-04-13T22:53:03Z",
+      "repo_last_seen_at": "2026-04-18T00:00:33Z",
+      "repo_primary_artifact_count": 3,
+      "repo_artifact_count": 3,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "NONE",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": 89,
+      "young_account": true,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "very new account; high open PR share; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 2,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 2,
+        "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": 68335,
+            "title": "fix(memory-core): activate on wiki CLI subcommand",
+            "url": "https://github.com/openclaw/openclaw/pull/68335",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T00:00:33Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68334,
+            "title": "fix(memory): restoreMemoryPluginState clobbers live capability on cache hit",
+            "url": "https://github.com/openclaw/openclaw/pull/68334",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T00:00:29Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 66194,
+            "title": "Feature Request: Slack Socket Mode slash command event handling",
+            "url": "https://github.com/openclaw/openclaw/issues/66194",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-04-13T22:53:03Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "mkoslacz",
       "name": "Mateusz Ko\u015blacz",
@@ -16694,6 +16685,73 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "evgyur",
+      "name": "Evgeny Yurchenko",
+      "profile_url": "https://github.com/evgyur",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aevgyur",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aevgyur",
+      "repo_first_seen_at": "2026-04-17T22:56:05Z",
+      "repo_last_seen_at": "2026-04-18T00:06:06Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 2,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "NONE",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 1222,
+      "young_account": false,
+      "follow_through_score": "mixed",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 2,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
+        "merged_pr_rate": 0.5,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 0.5,
+        "distinct_repos_with_authored_prs": 2,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68338,
+            "title": "Parse multiline MEDIA directives",
+            "url": "https://github.com/openclaw/openclaw/pull/68338",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T00:06:06Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68316,
+            "title": "Preserve unsent media payloads after block streaming",
+            "url": "https://github.com/openclaw/openclaw/pull/68316",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-17T22:56:05Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "Fl0rencess720",
       "name": "Fl0rencess",
@@ -18990,6 +19048,73 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "thesomewhatyou",
+      "name": "Gabriel",
+      "profile_url": "https://github.com/thesomewhatyou",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Athesomewhatyou",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Athesomewhatyou",
+      "repo_first_seen_at": "2026-02-08T01:46:55Z",
+      "repo_last_seen_at": "2026-04-18T00:18:46Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 37,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 35,
+      "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": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 768,
+      "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": 68341,
+            "title": "fix: remediate critical vulnerabilities and logic regressions",
+            "url": "https://github.com/openclaw/openclaw/pull/68341",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T00:18:46Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 68292,
+            "title": "fix: security hardening \u2014 MCP ownership spoofing, poll double-delivery, cron trust escalation, failover classification gaps",
+            "url": "https://github.com/openclaw/openclaw/pull/68292",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-17T22:08:17Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "tmimmanuel",
       "name": "tmimmanuel",
@@ -19548,6 +19673,94 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "Lucenx9",
+      "name": "Simone",
+      "profile_url": "https://github.com/Lucenx9",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALucenx9",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALucenx9",
+      "repo_first_seen_at": "2026-02-25T06:16:41Z",
+      "repo_last_seen_at": "2026-04-17T20:16:27Z",
+      "repo_primary_artifact_count": 6,
+      "repo_artifact_count": 18,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 5,
+      "snapshot_comment_count": 12,
+      "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": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 547,
+      "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": 3,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 3,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 1.0,
+        "distinct_repos_with_authored_prs": 2,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68269,
+            "title": "[codex] CLI/Doctor: skip gateway token warning in trusted-proxy mode",
+            "url": "https://github.com/openclaw/openclaw/pull/68269",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-17T20:16:27Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 64548,
+            "title": "fix(whatsapp): normalize explicit heartbeat target",
+            "url": "https://github.com/openclaw/openclaw/pull/64548",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-11T00:09:35Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 64531,
+            "title": "fix(bluebubbles): add configurable outbound send method",
+            "url": "https://github.com/openclaw/openclaw/pull/64531",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-10T23:13:10Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 45645,
+            "title": "[Bug]: doctor/update can leave CLI and gateway on different installs on Linux",
+            "url": "https://github.com/openclaw/openclaw/issues/45645",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-03-14T02:21:26Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "corbin-breton",
       "name": "Corbin Breton",
@@ -19704,6 +19917,83 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "ShionEria",
+      "name": "Shion Eria",
+      "profile_url": "https://github.com/ShionEria",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AShionEria",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AShionEria",
+      "repo_first_seen_at": "2026-03-16T10:11:17Z",
+      "repo_last_seen_at": "2026-04-12T04:27:30Z",
+      "repo_primary_artifact_count": 5,
+      "repo_artifact_count": 21,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 5,
+      "snapshot_comment_count": 16,
+      "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": 35,
+      "young_account": true,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 7,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 3,
+        "open_pr_count": 3,
+        "merged_pr_rate": 0.1429,
+        "closed_unmerged_pr_rate": 0.4286,
+        "still_open_pr_rate": 0.4286,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 65172,
+            "title": "fix(ui): stop misparsing cron-like at schedule strings",
+            "url": "https://github.com/openclaw/openclaw/pull/65172",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-12T04:27:30Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 64539,
+            "title": "fix(reply): allow OpenClaw tmp media in normalizer",
+            "url": "https://github.com/openclaw/openclaw/pull/64539",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-10T23:44:38Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 64492,
+            "title": "fix(cli): route gateway media sends through sendMedia",
+            "url": "https://github.com/openclaw/openclaw/pull/64492",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-04-10T20:25:22Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "drvoss",
       "name": "jason",
@@ -22630,12 +22920,12 @@
       "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AJIRBOY",
       "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJIRBOY",
       "repo_first_seen_at": "2026-04-11T06:03:38Z",
-      "repo_last_seen_at": "2026-04-17T23:16:26Z",
+      "repo_last_seen_at": "2026-04-17T23:50:16Z",
       "repo_primary_artifact_count": 7,
-      "repo_artifact_count": 10,
+      "repo_artifact_count": 14,
       "snapshot_issue_count": 6,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 3,
+      "snapshot_comment_count": 7,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
@@ -22643,8 +22933,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 2565,
       "young_account": false,
       "follow_through_score": "weak",
@@ -24701,74 +24991,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "acwilan",
-      "name": "Andres Rovira",
-      "profile_url": "https://github.com/acwilan",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aacwilan",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aacwilan",
-      "repo_first_seen_at": "2026-04-14T01:21:33Z",
-      "repo_last_seen_at": "2026-04-16T00:11:48Z",
-      "repo_primary_artifact_count": 2,
-      "repo_artifact_count": 8,
-      "snapshot_issue_count": 1,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 2,
-      "snapshot_review_count": 2,
-      "snapshot_review_comment_count": 2,
-      "repo_association": "NONE",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 5769,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "many recent closed-unmerged PRs; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 1,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 1,
-        "open_pr_count": 0,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 1.0,
-        "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": 66331,
-            "title": "Agents: add per-agent TTS and STT overrides",
-            "url": "https://github.com/openclaw/openclaw/pull/66331",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-14T04:06:24Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 66252,
-            "title": "[Feature]: Per-Agent TTS/STT Configuration Overrides for Multi-Language Support",
-            "url": "https://github.com/openclaw/openclaw/issues/66252",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-04-14T01:21:33Z"
-          }
-        ]
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "ajfonthemove",
       "name": "Alex Fries",
@@ -25267,8 +25489,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 3580,
       "young_account": false,
       "follow_through_score": "weak",
@@ -26427,8 +26649,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 1158,
       "young_account": false,
       "follow_through_score": "weak",
@@ -29871,7 +30093,7 @@
           {
             "kind": "pull_request",
             "number": 67948,
-            "title": "Abliteration: add provider plugin",
+            "title": "feat: add provider Abliteration",
             "url": "https://github.com/openclaw/openclaw/pull/67948",
             "state": "open",
             "merged": false,
@@ -30795,6 +31017,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "anniesurla",
+      "name": "Annie Surla",
+      "profile_url": "https://github.com/anniesurla",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aanniesurla",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aanniesurla",
+      "repo_first_seen_at": "2026-04-18T00:06:08Z",
+      "repo_last_seen_at": "2026-04-18T00:13:07Z",
+      "repo_primary_artifact_count": 1,
+      "repo_artifact_count": 3,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 1,
+      "snapshot_review_comment_count": 1,
+      "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": 1352,
+      "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": 3,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 1,
+        "open_pr_count": 2,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.3333,
+        "still_open_pr_rate": 0.6667,
+        "distinct_repos_with_authored_prs": 3,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 68339,
+            "title": "fix(nvidia): wire onboarding auth and document NIM endpoint",
+            "url": "https://github.com/openclaw/openclaw/pull/68339",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-18T00:06:08Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "AnonAmit",
       "name": "Anonymous Amit",
@@ -31676,12 +31955,12 @@
       "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": 3181,
       "young_account": false,
       "follow_through_score": "weak",
@@ -34576,63 +34855,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "evgyur",
-      "name": "Evgeny Yurchenko",
-      "profile_url": "https://github.com/evgyur",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aevgyur",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aevgyur",
-      "repo_first_seen_at": "2026-04-17T22:56:05Z",
-      "repo_last_seen_at": "2026-04-17T22:56:05Z",
-      "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": 1222,
-      "young_account": false,
-      "follow_through_score": "mixed",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 2,
-        "merged_pr_count": 1,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 1,
-        "merged_pr_rate": 0.5,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 0.5,
-        "distinct_repos_with_authored_prs": 2,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 68316,
-            "title": "Preserve unsent media payloads after block streaming",
-            "url": "https://github.com/openclaw/openclaw/pull/68316",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-17T22:56:05Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "eyjohn",
       "name": "Evgeny Yakimov",
@@ -37019,184 +37241,13 @@
         "pull_requests": [
           {
             "kind": "pull_request",
-            "number": 67103,
-            "title": "feat: Add LaTeX math rendering via KaTeX in Control UI chat",
-            "url": "https://github.com/openclaw/openclaw/pull/67103",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-15T09:27:09Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
-    {
-      "author_login": "insomnius",
-      "name": "Muhammad Arief Rahman",
-      "profile_url": "https://github.com/insomnius",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ainsomnius",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ainsomnius",
-      "repo_first_seen_at": "2026-04-16T11:54:42Z",
-      "repo_last_seen_at": "2026-04-16T11:54:42Z",
-      "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": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 3552,
-      "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": 67650,
-            "title": "doc: add assistant_view in features",
-            "url": "https://github.com/openclaw/openclaw/pull/67650",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-16T11:54:42Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
-    {
-      "author_login": "iosifpeterfi",
-      "name": "Iosif Peterfi",
-      "profile_url": "https://github.com/iosifpeterfi",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aiosifpeterfi",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aiosifpeterfi",
-      "repo_first_seen_at": "2026-04-14T20:41:55Z",
-      "repo_last_seen_at": "2026-04-14T20:41:55Z",
-      "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": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 4825,
-      "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": 66798,
-            "title": "feat: bridge external MCP servers to CLI backends via bundleExternalMcp",
-            "url": "https://github.com/openclaw/openclaw/pull/66798",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-14T20:41:55Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
-    {
-      "author_login": "isopenclaw",
-      "name": null,
-      "profile_url": "https://github.com/isopenclaw",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aisopenclaw",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aisopenclaw",
-      "repo_first_seen_at": "2026-04-16T01:27:05Z",
-      "repo_last_seen_at": "2026-04-17T08:03:21Z",
-      "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 3,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 2,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "NONE",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 48,
-      "young_account": true,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "medium",
-      "heuristic_note": "very new 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": 67463,
-            "title": "Fix doctor SecretRef false positive and normalize task timestamps",
-            "url": "https://github.com/openclaw/openclaw/pull/67463",
+            "number": 67103,
+            "title": "feat: Add LaTeX math rendering via KaTeX in Control UI chat",
+            "url": "https://github.com/openclaw/openclaw/pull/67103",
             "state": "open",
             "merged": false,
             "draft": false,
-            "created_at": "2026-04-16T01:27:05Z"
+            "created_at": "2026-04-15T09:27:09Z"
           }
         ],
         "issues": []
@@ -37204,28 +37255,28 @@
       "fetch_error": null
     },
     {
-      "author_login": "itsuzef",
-      "name": "Youssef Hemimy",
-      "profile_url": "https://github.com/itsuzef",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aitsuzef",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aitsuzef",
-      "repo_first_seen_at": "2026-02-21T23:47:03Z",
-      "repo_last_seen_at": "2026-04-17T22:59:50Z",
+      "author_login": "insomnius",
+      "name": "Muhammad Arief Rahman",
+      "profile_url": "https://github.com/insomnius",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ainsomnius",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ainsomnius",
+      "repo_first_seen_at": "2026-04-16T11:54:42Z",
+      "repo_last_seen_at": "2026-04-16T11:54:42Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 3,
+      "repo_artifact_count": 1,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 2,
+      "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,
+      "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,
-      "account_age_days": 2465,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 3552,
       "young_account": false,
       "follow_through_score": "weak",
       "breadth_score": "low",
@@ -37247,13 +37298,13 @@
         "pull_requests": [
           {
             "kind": "pull_request",
-            "number": 68321,
-            "title": "feat(elevenlabs): register eleven_v3 in TTS model allowlist",
-            "url": "https://github.com/openclaw/openclaw/pull/68321",
+            "number": 67650,
+            "title": "doc: add assistant_view in features",
+            "url": "https://github.com/openclaw/openclaw/pull/67650",
             "state": "open",
             "merged": false,
             "draft": false,
-            "created_at": "2026-04-17T22:59:50Z"
+            "created_at": "2026-04-16T11:54:42Z"
           }
         ],
         "issues": []
@@ -37261,13 +37312,13 @@
       "fetch_error": null
     },
     {
-      "author_login": "ivyhabscheid",
-      "name": "Ivy Habscheid",
-      "profile_url": "https://github.com/ivyhabscheid",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aivyhabscheid",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aivyhabscheid",
-      "repo_first_seen_at": "2026-04-16T18:44:59Z",
-      "repo_last_seen_at": "2026-04-16T18:44:59Z",
+      "author_login": "iosifpeterfi",
+      "name": "Iosif Peterfi",
+      "profile_url": "https://github.com/iosifpeterfi",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aiosifpeterfi",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aiosifpeterfi",
+      "repo_first_seen_at": "2026-04-14T20:41:55Z",
+      "repo_last_seen_at": "2026-04-14T20:41:55Z",
       "repo_primary_artifact_count": 1,
       "repo_artifact_count": 1,
       "snapshot_issue_count": 0,
@@ -37282,7 +37333,64 @@
       "report_reason": null,
       "enrichment_source": "previous_report",
       "live_refetch_skipped": true,
-      "account_age_days": 12,
+      "account_age_days": 4825,
+      "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": 66798,
+            "title": "feat: bridge external MCP servers to CLI backends via bundleExternalMcp",
+            "url": "https://github.com/openclaw/openclaw/pull/66798",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-14T20:41:55Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "isopenclaw",
+      "name": null,
+      "profile_url": "https://github.com/isopenclaw",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aisopenclaw",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aisopenclaw",
+      "repo_first_seen_at": "2026-04-16T01:27:05Z",
+      "repo_last_seen_at": "2026-04-17T08:03:21Z",
+      "repo_primary_artifact_count": 1,
+      "repo_artifact_count": 3,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 2,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "NONE",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 48,
       "young_account": true,
       "follow_through_score": "weak",
       "breadth_score": "low",
@@ -37304,13 +37412,13 @@
         "pull_requests": [
           {
             "kind": "pull_request",
-            "number": 67781,
-            "title": "fix(google): handle Vertex 1M context models and empty final payloads",
-            "url": "https://github.com/openclaw/openclaw/pull/67781",
+            "number": 67463,
+            "title": "Fix doctor SecretRef false positive and normalize task timestamps",
+            "url": "https://github.com/openclaw/openclaw/pull/67463",
             "state": "open",
             "merged": false,
             "draft": false,
-            "created_at": "2026-04-16T18:44:59Z"
+            "created_at": "2026-04-16T01:27:05Z"
           }
         ],
         "issues": []
@@ -37318,18 +37426,18 @@
       "fetch_error": null
     },
     {
-      "author_login": "j33bs",
-      "name": null,
-      "profile_url": "https://github.com/j33bs",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aj33bs",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aj33bs",
-      "repo_first_seen_at": "2026-04-10T23:42:23Z",
-      "repo_last_seen_at": "2026-04-10T23:42:23Z",
+      "author_login": "itsuzef",
+      "name": "Youssef Hemimy",
+      "profile_url": "https://github.com/itsuzef",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aitsuzef",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aitsuzef",
+      "repo_first_seen_at": "2026-02-21T23:47:03Z",
+      "repo_last_seen_at": "2026-04-17T22:59:50Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 1,
+      "repo_artifact_count": 3,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 0,
+      "snapshot_comment_count": 2,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
@@ -37339,35 +37447,92 @@
       "report_reason": null,
       "enrichment_source": "previous_report",
       "live_refetch_skipped": true,
-      "account_age_days": 3250,
+      "account_age_days": 2465,
       "young_account": false,
       "follow_through_score": "weak",
       "breadth_score": "low",
       "automation_risk_signal": "low",
-      "heuristic_note": "many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos",
+      "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": 1,
-        "open_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
         "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 1.0,
-        "still_open_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": 0
+        "distinct_repos_with_open_prs": 1
       },
       "examples": {
         "pull_requests": [
           {
             "kind": "pull_request",
-            "number": 64538,
-            "title": "Dali workspace sync: local-v1 retrieval, Source UI, and runtime updates",
-            "url": "https://github.com/openclaw/openclaw/pull/64538",
-            "state": "closed",
+            "number": 68321,
+            "title": "feat(elevenlabs): register eleven_v3 in TTS model allowlist",
+            "url": "https://github.com/openclaw/openclaw/pull/68321",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-17T22:59:50Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "ivyhabscheid",
+      "name": "Ivy Habscheid",
+      "profile_url": "https://github.com/ivyhabscheid",
+      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aivyhabscheid",
+      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aivyhabscheid",
+      "repo_first_seen_at": "2026-04-16T18:44:59Z",
+      "repo_last_seen_at": "2026-04-16T18:44:59Z",
+      "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": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 12,
+      "young_account": true,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "very new 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": 67781,
+            "title": "fix(google): handle Vertex 1M context models and empty final payloads",
+            "url": "https://github.com/openclaw/openclaw/pull/67781",
+            "state": "open",
             "merged": false,
             "draft": false,
-            "created_at": "2026-04-10T23:42:23Z"
+            "created_at": "2026-04-16T18:44:59Z"
           }
         ],
         "issues": []
@@ -37905,12 +38070,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
-      "new_to_repo": true,
-      "first_seen_in_snapshot": true,
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 2055,
       "young_account": false,
       "follow_through_score": "weak",
@@ -46759,63 +46924,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "thesomewhatyou",
-      "name": "Gabriel",
-      "profile_url": "https://github.com/thesomewhatyou",
-      "repo_pull_requests_url": "https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Athesomewhatyou",
-      "repo_issues_url": "https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Athesomewhatyou",
-      "repo_first_seen_at": "2026-02-08T01:46:55Z",
-      "repo_last_seen_at": "2026-04-17T22:08:17Z",
-      "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 34,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 33,
-      "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": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 768,
-      "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": 68292,
-            "title": "fix: security hardening \u2014 MCP ownership spoofing, poll double-delivery, cron trust escalation, failover classification gaps",
-            "url": "https://github.com/openclaw/openclaw/pull/68292",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-17T22:08:17Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "thewilloftheshadow",
       "name": "Shadow",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260417T232041Z`
-- Generated: `2026-04-17T23:23:38Z`
+- Snapshot: `20260418T002035Z`
+- Generated: `2026-04-18T00:22:43Z`
 - Activity window: `7d`
-- Contributors: `721`
+- Contributors: `722`
 
 ## Summary
 
@@ -21,8 +21,8 @@
 | `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 |
 | `oraculoos` | [profile](https://github.com/oraculoos) | no | NONE | ?d | `2026-04-14T13:16:27Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
-| `kagura-agent` | [profile](https://github.com/kagura-agent) | no | NONE | 32d | `2026-03-18T00:16:55Z` | 19 | 7 | mixed | high | high | very new account; extremely high recent PR volume; broad repo spread; high open PR share |
 | `jalehman` | [profile](https://github.com/jalehman) | no | CONTRIBUTOR | 5579d | `2026-01-05T21:51:45Z` | 19 | 0 | mixed | low | low | high recent PR volume; targets high-star repos |
 | `slepybear` | [profile](https://github.com/slepybear) | no | CONTRIBUTOR | 1386d | `2026-04-09T16:25:21Z` | 19 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `omarshahine` | [profile](https://github.com/omarshahine) | no | CONTRIBUTOR | 4126d | `2026-02-20T03:30:56Z` | 18 | 10 | mixed | moderate | low | high recent PR volume; targets high-star repos |
@@ -44,8 +44,9 @@
 | `openperf` | [profile](https://github.com/openperf) | no | MEMBER | 1860d | `2026-02-07T10:37:24Z` | 12 | 0 | mixed | low | low | 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) | yes | NONE | 2426d | `2026-02-01T16:01:30Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `1aifanatic` | [profile](https://github.com/1aifanatic) | no | NONE | 2426d | `2026-02-01T16:01:30Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Jimmy-xuzimo` | [profile](https://github.com/Jimmy-xuzimo) | no | CONTRIBUTOR | 1335d | `2026-02-25T14:46:20Z` | 10 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `Linux2010` | [profile](https://github.com/Linux2010) | no | CONTRIBUTOR | 3021d | `2026-02-28T09:30:44Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `lml2468` | [profile](https://github.com/lml2468) | no | CONTRIBUTOR | 2893d | `2026-03-03T11:34:24Z` | 10 | 0 | strong | low | low | high recent PR volume |
 | `MoerAI` | [profile](https://github.com/MoerAI) | no | CONTRIBUTOR | 3336d | `2026-02-23T01:38:58Z` | 10 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Rohan5commit` | [profile](https://github.com/Rohan5commit) | no | CONTRIBUTOR | 580d | `2026-02-21T09:50:26Z` | 10 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
@@ -53,7 +54,6 @@
 | `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 |
 | `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 |
-| `Linux2010` | [profile](https://github.com/Linux2010) | no | CONTRIBUTOR | 3021d | `2026-02-28T09:30:44Z` | 9 | 0 | weak | low | low | high open PR share; 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 |
 | `xinmotlanthua` | [profile](https://github.com/xinmotlanthua) | no | CONTRIBUTOR | ?d | `2026-04-14T03:17:52Z` | 9 | 0 | n/a | n/a | n/a | summary unavailable |
@@ -66,7 +66,9 @@
 | `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 |
 | `Magicray1217` | [profile](https://github.com/Magicray1217) | no | NONE | 34d | `2026-04-13T10:47:52Z` | 8 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
+| `MonkeyLeeT` | [profile](https://github.com/MonkeyLeeT) | no | CONTRIBUTOR | 4437d | `2026-03-02T15:37:21Z` | 8 | 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` | 8 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `onutc` | [profile](https://github.com/onutc) | no | CONTRIBUTOR | 874d | `2026-01-08T12:30:20Z` | 8 | 0 | strong | low | low | targets high-star repos |
 | `OwenYWT` | [profile](https://github.com/OwenYWT) | no | NONE | 1471d | `2026-04-10T09:45:23Z` | 8 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -79,7 +81,6 @@
 | `imadal1n` | [profile](https://github.com/imadal1n) | no | NONE | 1548d | `2026-04-09T00:47:07Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ImLukeF` | [profile](https://github.com/ImLukeF) | no | MEMBER | 1650d | `2026-03-10T16:03:05Z` | 7 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `Mlightsnow` | [profile](https://github.com/Mlightsnow) | no | CONTRIBUTOR | 1899d | `2026-04-09T22:29:10Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `MonkeyLeeT` | [profile](https://github.com/MonkeyLeeT) | no | CONTRIBUTOR | 4437d | `2026-03-02T15:37:21Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | NONE | 1526d | `2026-04-14T18:43:33Z` | 7 | 0 | mixed | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
 | `nxmxbbd` | [profile](https://github.com/nxmxbbd) | no | CONTRIBUTOR | 6373d | `2026-03-24T14:29:43Z` | 7 | 0 | n/a | low | low | no visible non-self stars |
 | `oliviareid-svg` | [profile](https://github.com/oliviareid-svg) | no | CONTRIBUTOR | 27d | `2026-03-22T06:41:01Z` | 7 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -159,13 +160,9 @@
 | `RLTree` | [profile](https://github.com/RLTree) | no | NONE | 1732d | `2026-04-14T20:31:37Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `sumleo` | [profile](https://github.com/sumleo) | no | CONTRIBUTOR | 3223d | `2026-02-12T15:24:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `welfo-beo` | [profile](https://github.com/welfo-beo) | no | CONTRIBUTOR | 525d | `2026-04-11T04:57:14Z` | 3 | 0 | weak | low | low | 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 |
 | `xudaiyanzi` | [profile](https://github.com/xudaiyanzi) | no | NONE | 2751d | `2026-04-14T20:23:42Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `YangManBOBO` | [profile](https://github.com/YangManBOBO) | no | NONE | 827d | `2026-03-03T01:36:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `jlapenna` | [profile](https://github.com/jlapenna) | no | CONTRIBUTOR | 6304d | `2026-04-03T04:12:38Z` | 7 | 0 | weak | low | low | high open PR share |
 | `sercada` | [profile](https://github.com/sercada) | no | CONTRIBUTOR | 3420d | `2026-03-10T14:46:37Z` | 5 | 2 | mixed | low | low | high open PR share; targets high-star repos |
-| `Lucenx9` | [profile](https://github.com/Lucenx9) | no | CONTRIBUTOR | 547d | `2026-02-25T06:16:41Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `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 |
 | `jhsmith409` | [profile](https://github.com/jhsmith409) | no | CONTRIBUTOR | 434d | `2026-04-08T11:54:12Z` | 4 | 3 | weak | moderate | low | high open PR share; targets high-star repos |
 | `fuller-stack-dev` | [profile](https://github.com/fuller-stack-dev) | no | CONTRIBUTOR | 55d | `2026-03-02T21:04:55Z` | 4 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `jerome-benoit` | [profile](https://github.com/jerome-benoit) | no | NONE | 4459d | `2026-03-12T22:28:40Z` | 4 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -179,6 +176,7 @@
 | `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 |
@@ -188,12 +186,14 @@
 | `shaun0927` | [profile](https://github.com/shaun0927) | no | NONE | 2053d | `2026-04-16T12:23:24Z` | 2 | 2 | mixed | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
 | `zongqichen` | [profile](https://github.com/zongqichen) | no | NONE | 1030d | `2026-04-14T13:18:08Z` | 2 | 2 | weak | low | low | targets high-star repos |
 | `188080501` | [profile](https://github.com/188080501) | no | NONE | 4410d | `2026-03-03T12:01:36Z` | 2 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `acwilan` | [profile](https://github.com/acwilan) | no | NONE | 5769d | `2026-04-14T01:21:33Z` | 2 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `BenediktSchackenberg` | [profile](https://github.com/BenediktSchackenberg) | no | NONE | 4476d | `2026-03-05T08:55:12Z` | 2 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `estack-takeda-yorichika` | [profile](https://github.com/estack-takeda-yorichika) | no | NONE | 2633d | `2026-04-13T06:30:38Z` | 2 | 1 | strong | low | low | high recent PR volume; no visible non-self stars |
 | `GodsBoy` | [profile](https://github.com/GodsBoy) | no | CONTRIBUTOR | 4554d | `2026-01-30T20:39:12Z` | 2 | 1 | strong | moderate | low | — |
 | `gzsiang` | [profile](https://github.com/gzsiang) | no | NONE | 1093d | `2026-03-18T04:53:40Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `HongzhuLiu` | [profile](https://github.com/HongzhuLiu) | no | NONE | 4135d | `2026-04-14T09:36:49Z` | 2 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `jeffchen1981-fu` | [profile](https://github.com/jeffchen1981-fu) | no | NONE | 67d | `2026-02-28T09:25:03Z` | 2 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `LightDriverCS` | [profile](https://github.com/LightDriverCS) | no | NONE | 89d | `2026-04-13T22:53:03Z` | 2 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `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 |
@@ -212,6 +212,7 @@
 | `EdderTalmor` | [profile](https://github.com/EdderTalmor) | no | CONTRIBUTOR | 2678d | `2026-04-12T02:32:19Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Eruditi` | [profile](https://github.com/Eruditi) | no | NONE | 1072d | `2026-04-16T15:08:41Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `everySympathy` | [profile](https://github.com/everySympathy) | no | NONE | 129d | `2026-04-17T13:11:29Z` | 2 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
+| `evgyur` | [profile](https://github.com/evgyur) | no | NONE | 1222d | `2026-04-17T22:56:05Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `Fl0rencess720` | [profile](https://github.com/Fl0rencess720) | no | NONE | 987d | `2026-04-15T02:52:56Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `flowforgelab` | [profile](https://github.com/flowforgelab) | no | NONE | 374d | `2026-04-17T09:50:18Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `frankentini` | [profile](https://github.com/frankentini) | no | NONE | 2190d | `2026-04-11T12:05:46Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -246,6 +247,7 @@
 | `soumikbhatta` | [profile](https://github.com/soumikbhatta) | no | CONTRIBUTOR | 3210d | `2026-01-28T15:14:01Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sqsge` | [profile](https://github.com/sqsge) | no | NONE | 1979d | `2026-04-13T14:48:07Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `sunapi386` | [profile](https://github.com/sunapi386) | no | NONE | 5336d | `2026-04-16T06:21:03Z` | 2 | 0 | mixed | moderate | low | — |
+| `thesomewhatyou` | [profile](https://github.com/thesomewhatyou) | no | CONTRIBUTOR | 768d | `2026-02-08T01:46:55Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `tmimmanuel` | [profile](https://github.com/tmimmanuel) | no | CONTRIBUTOR | 3882d | `2026-04-14T01:17:36Z` | 2 | 0 | mixed | moderate | low | targets high-star repos |
 | `trudbot` | [profile](https://github.com/trudbot) | no | NONE | 1655d | `2026-04-11T17:13:42Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; 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 |
@@ -254,8 +256,10 @@
 | `zhangyue19921010` | [profile](https://github.com/zhangyue19921010) | no | NONE | 2066d | `2026-04-17T03:44:42Z` | 2 | 0 | weak | low | low | high open PR share |
 | `HOYALIM` | [profile](https://github.com/HOYALIM) | no | CONTRIBUTOR | 736d | `2026-02-19T18:49:52Z` | 6 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `mmaps` | [profile](https://github.com/mmaps) | no | CONTRIBUTOR | 4827d | `2026-04-09T18:38:21Z` | 6 | 0 | strong | low | low | targets high-star repos |
+| `Lucenx9` | [profile](https://github.com/Lucenx9) | no | CONTRIBUTOR | 547d | `2026-02-25T06:16:41Z` | 5 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `corbin-breton` | [profile](https://github.com/corbin-breton) | no | NONE | 4734d | `2026-04-08T19:15:22Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `scoootscooob` | [profile](https://github.com/scoootscooob) | no | CONTRIBUTOR | 732d | `2026-02-26T07:20:09Z` | 5 | 0 | strong | low | low | targets high-star repos |
+| `ShionEria` | [profile](https://github.com/ShionEria) | no | CONTRIBUTOR | 35d | `2026-03-16T10:11:17Z` | 5 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `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 |
 | `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 |
@@ -321,7 +325,6 @@
 | `0riginal-claw` | [profile](https://github.com/0riginal-claw) | no | NONE | 42d | `2026-04-14T10:11:04Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `467718584` | [profile](https://github.com/467718584) | no | NONE | 2340d | `2026-04-14T15:21:37Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `aboimpinto` | [profile](https://github.com/aboimpinto) | no | NONE | 5251d | `2026-04-16T12:26:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `acwilan` | [profile](https://github.com/acwilan) | no | NONE | 5769d | `2026-04-14T01:21:33Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `ajfonthemove` | [profile](https://github.com/ajfonthemove) | no | NONE | 53d | `2026-03-03T06:01:04Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `andydoucet` | [profile](https://github.com/andydoucet) | no | NONE | 2162d | `2026-02-10T21:03:13Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `caox488-a11y` | [profile](https://github.com/caox488-a11y) | no | NONE | 38d | `2026-03-15T18:21:40Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
@@ -414,6 +417,7 @@
 | `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 |
 | `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 |
@@ -429,7 +433,7 @@
 | `batmanhz` | [profile](https://github.com/batmanhz) | no | NONE | 362d | `2026-04-12T14:52:39Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `BillyBunn` | [profile](https://github.com/BillyBunn) | no | NONE | 2860d | `2026-04-13T16:03:08Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `bloodycoder` | [profile](https://github.com/bloodycoder) | no | NONE | 4355d | `2026-04-12T08:42:07Z` | 1 | 0 | weak | low | low | high open PR share |
-| `bluesky6868` | [profile](https://github.com/bluesky6868) | yes | NONE | 3181d | `2026-04-17T22:26:25Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `bluesky6868` | [profile](https://github.com/bluesky6868) | no | NONE | 3181d | `2026-04-17T22:26:25Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `bmadwaves` | [profile](https://github.com/bmadwaves) | no | NONE | 443d | `2026-04-17T16:54:06Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `bobgee00001-beep` | [profile](https://github.com/bobgee00001-beep) | no | NONE | 63d | `2026-04-13T18:14:21Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `bogdanovich` | [profile](https://github.com/bogdanovich) | no | NONE | 4623d | `2026-04-12T03:44:21Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -480,7 +484,6 @@
 | `ender-wiggin-ai` | [profile](https://github.com/ender-wiggin-ai) | no | NONE | 40d | `2026-04-16T16:39:39Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `EOLreidc` | [profile](https://github.com/EOLreidc) | no | NONE | 923d | `2026-04-16T23:38:07Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `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 |
-| `evgyur` | [profile](https://github.com/evgyur) | yes | NONE | 1222d | `2026-04-17T22:56:05Z` | 1 | 0 | mixed | 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 |
 | `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 |
@@ -526,9 +529,8 @@
 | `insomnius` | [profile](https://github.com/insomnius) | no | NONE | 3552d | `2026-04-16T11:54:42Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `iosifpeterfi` | [profile](https://github.com/iosifpeterfi) | no | NONE | 4825d | `2026-04-14T20:41:55Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `isopenclaw` | [profile](https://github.com/isopenclaw) | no | NONE | 48d | `2026-04-16T01:27:05Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `itsuzef` | [profile](https://github.com/itsuzef) | yes | NONE | 2465d | `2026-02-21T23:47:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `itsuzef` | [profile](https://github.com/itsuzef) | no | NONE | 2465d | `2026-02-21T23:47:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ivyhabscheid` | [profile](https://github.com/ivyhabscheid) | no | NONE | 12d | `2026-04-16T18:44:59Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `j33bs` | [profile](https://github.com/j33bs) | no | NONE | 3250d | `2026-04-10T23:42:23Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; 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 |
 | `janicduplessis` | [profile](https://github.com/janicduplessis) | no | NONE | 4916d | `2026-04-12T02:54:34Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
@@ -538,7 +540,7 @@
 | `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 |
 | `jdc4429` | [profile](https://github.com/jdc4429) | no | NONE | 3611d | `2026-04-12T20:57:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jeep91106-cpu` | [profile](https://github.com/jeep91106-cpu) | no | NONE | 103d | `2026-04-12T01:28:15Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
-| `JeevaByte` | [profile](https://github.com/JeevaByte) | yes | NONE | 2055d | `2026-04-17T23:10:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `JeevaByte` | [profile](https://github.com/JeevaByte) | no | NONE | 2055d | `2026-04-17T23:10:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JerranC` | [profile](https://github.com/JerranC) | no | NONE | 1342d | `2026-04-15T02:06:31Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Jerry-Xin` | [profile](https://github.com/Jerry-Xin) | no | NONE | 4826d | `2026-03-13T06:51:39Z` | 1 | 0 | mixed | low | low | high open PR share |
 | `jerryklocke-data` | [profile](https://github.com/jerryklocke-data) | no | NONE | 132d | `2026-04-15T01:12:01Z` | 1 | 0 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -693,7 +695,6 @@
 | `TerryFYL` | [profile](https://github.com/TerryFYL) | no | NONE | 2681d | `2026-02-28T09:43:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `TheDillonHall` | [profile](https://github.com/TheDillonHall) | no | NONE | 1109d | `2026-04-17T21:36:47Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `TheDragon` | [profile](https://github.com/TheDragon) | no | NONE | 1734d | `2026-04-11T16:46:55Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `thesomewhatyou` | [profile](https://github.com/thesomewhatyou) | no | CONTRIBUTOR | 768d | `2026-02-08T01:46:55Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `thewilloftheshadow` | [profile](https://github.com/thewilloftheshadow) | no | MEMBER | 3009d | `2025-12-17T05:45:19Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `thinhhh-beep` | [profile](https://github.com/thinhhh-beep) | no | NONE | 2d | `2026-04-16T18:25:19Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `thomasquintana` | [profile](https://github.com/thomasquintana) | no | NONE | 5042d | `2026-04-14T00:10:29Z` | 1 | 0 | weak | low | low | high open PR share |
@@ -811,12 +812,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahclsys)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahclsys)
 - repo first seen: `2026-01-29T06:32:51Z`
-- repo last seen: `2026-04-17T23:07:58Z`
+- repo last seen: `2026-04-18T00:16:20Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **38**
 - snapshot authored PRs/issues: **38 PRs / 0 issues**
-- snapshot discussion activity: **155 comments / 3 reviews / 3 review comments**
+- snapshot discussion activity: **156 comments / 3 reviews / 3 review comments**
 - account age: **4339 days**
 - recent public PR activity: **34 PRs** (3 merged / 26 closed-unmerged / 5 open; merged rate **9%**, closed-unmerged rate **76%**, open rate **15%**)
 - public orgs: none visible
@@ -1018,6 +1019,32 @@ Example artifacts:
 - [PR #65059: fix(minimax): use configured baseUrl for usage polling endpoint](https://github.com/openclaw/openclaw/pull/65059) — open
 - [PR #65058: fix(googlechat): accept add-on space lifecycle payload variants](https://github.com/openclaw/openclaw/pull/65058) — open
 
+### `kagura-agent`
+
+- profile: [github.com/kagura-agent](https://github.com/kagura-agent)
+- 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`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **27**
+- snapshot authored PRs/issues: **20 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%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **high**, automation risk **high**
+- heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
+
+Example artifacts:
+- [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
+
 ### `oraculoos`
 
 - profile: [github.com/oraculoos](https://github.com/oraculoos)
@@ -1042,32 +1069,6 @@ Example artifacts:
 - [PR #66630: docs: clarify responsible disclosure in SECURITY.md](https://github.com/openclaw/openclaw/pull/66630) — closed
 - [PR #66629: docs: add section comments to .dockerignore for better organization](https://github.com/openclaw/openclaw/pull/66629) — closed
 
-### `kagura-agent`
-
-- profile: [github.com/kagura-agent](https://github.com/kagura-agent)
-- 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: `2026-04-17T13:12:20Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **26**
-- snapshot authored PRs/issues: **19 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%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **high**, automation risk **high**
-- heuristic read: **very new account; extremely high recent PR volume; broad repo spread; high open PR share**
-
-Example artifacts:
-- [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
-- [PR #68040: fix: Tavily plugin SecretRef for webSearch.apiKey fails at runtime](https://github.com/openclaw/openclaw/pull/68040) — closed
-- [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
-
 ### `jalehman`
 
 - profile: [github.com/jalehman](https://github.com/jalehman)
@@ -1215,12 +1216,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Acoygeek)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acoygeek)
 - repo first seen: `2026-01-31T03:06:37Z`
-- repo last seen: `2026-04-13T06:12:25Z`
+- repo last seen: `2026-04-17T23:49:15Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **34**
 - snapshot authored PRs/issues: **16 PRs / 18 issues**
-- snapshot discussion activity: **152 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **154 comments / 0 reviews / 0 review comments**
 - account age: **2164 days**
 - recent public PR activity: **16 PRs** (2 merged / 7 closed-unmerged / 7 open; merged rate **12%**, closed-unmerged rate **44%**, open rate **44%**)
 - public orgs: none visible
@@ -1230,9 +1231,9 @@ Example artifacts:
 Example artifacts:
 - [PR #65655: fix: harden Mattermost slash callback auth](https://github.com/openclaw/openclaw/pull/65655) — open
 - [PR #65647: fix: harden Mattermost slash callback auth](https://github.com/openclaw/openclaw/pull/65647) — closed
-- [PR #65644: docs: harden podman env sample guidance](https://github.com/openclaw/openclaw/pull/65644) — open
+- [PR #65644: docs: harden podman env sample guidance](https://github.com/openclaw/openclaw/pull/65644) — closed
 - [Issue #65626: [Bug]: Browser control honors inactive gateway credentials despite explicit auth mode](https://github.com/openclaw/openclaw/issues/65626) — open
-- [Issue #65625: [Bug]: openclaw.podman.env ships empty gateway token with lan bind as default, exposing unauthenticated gateway if used directly](https://github.com/openclaw/openclaw/issues/65625) — open
+- [Issue #65625: [Bug]: openclaw.podman.env ships empty gateway token with lan bind as default, exposing unauthenticated gateway if used directly](https://github.com/openclaw/openclaw/issues/65625) — closed
 - [Issue #65624: [Bug]: Mattermost slash commands default to cleartext callback URLs that expose reusable command tokens](https://github.com/openclaw/openclaw/issues/65624) — open
 
 ### `yozu`
@@ -1571,7 +1572,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3A1aifanatic)
 - repo first seen: `2026-02-01T16:01:30Z`
 - repo last seen: `2026-04-17T22:58:48Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **10**
 - snapshot authored PRs/issues: **10 PRs / 0 issues**
@@ -1610,6 +1611,29 @@ Example artifacts:
 - [PR #68177: fix(slack): prevent f.toLowerCase is not a function error (fixes #68168)](https://github.com/openclaw/openclaw/pull/68177) — open
 - [PR #68174: fix(schema): remove redundant Type.Optional wrapper on HelloOkSchema.auth (fixes #68160)](https://github.com/openclaw/openclaw/pull/68174) — open
 
+### `Linux2010`
+
+- profile: [github.com/Linux2010](https://github.com/Linux2010)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALinux2010)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALinux2010)
+- repo first seen: `2026-02-28T09:30:44Z`
+- repo last seen: `2026-04-17T15:56:11Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **10**
+- snapshot authored PRs/issues: **10 PRs / 0 issues**
+- snapshot discussion activity: **64 comments / 0 reviews / 0 review comments**
+- account age: **3021 days**
+- recent public PR activity: **16 PRs** (1 merged / 4 closed-unmerged / 11 open; merged rate **6%**, closed-unmerged rate **25%**, open rate **69%**)
+- 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 #68189: fix: prevent heartbeat events from preempting user-facing reply lane](https://github.com/openclaw/openclaw/pull/68189) — closed
+- [PR #68130: fix: reduce log level for narrative session cleanup scope failures](https://github.com/openclaw/openclaw/pull/68130) — open
+- [PR #68010: fix(providers): defer OpenRouter env var candidates to lazy proxy (#67989)](https://github.com/openclaw/openclaw/pull/68010) — open
+
 ### `lml2468`
 
 - profile: [github.com/lml2468](https://github.com/lml2468)
@@ -1776,29 +1800,6 @@ Example artifacts:
 - [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
 
-### `Linux2010`
-
-- profile: [github.com/Linux2010](https://github.com/Linux2010)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALinux2010)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALinux2010)
-- repo first seen: `2026-02-28T09:30:44Z`
-- repo last seen: `2026-04-17T15:56:11Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **9**
-- snapshot authored PRs/issues: **9 PRs / 0 issues**
-- snapshot discussion activity: **64 comments / 0 reviews / 0 review comments**
-- account age: **3021 days**
-- recent public PR activity: **16 PRs** (1 merged / 4 closed-unmerged / 11 open; merged rate **6%**, closed-unmerged rate **25%**, open rate **69%**)
-- 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 #68189: fix: prevent heartbeat events from preempting user-facing reply lane](https://github.com/openclaw/openclaw/pull/68189) — closed
-- [PR #68130: fix: reduce log level for narrative session cleanup scope failures](https://github.com/openclaw/openclaw/pull/68130) — open
-- [PR #68010: fix(providers): defer OpenRouter env var candidates to lazy proxy (#67989)](https://github.com/openclaw/openclaw/pull/68010) — open
-
 ### `SARAMALI15792`
 
 - profile: [github.com/SARAMALI15792](https://github.com/SARAMALI15792)
@@ -2083,6 +2084,29 @@ Example artifacts:
 - [PR #67444: fix(inter-session-completion-delivery): ensure completion delivery on ANNOUNCE_SKIP](https://github.com/openclaw/openclaw/pull/67444) — open
 - [PR #66871: fix(openai): guard codex responses overflow before provider rejection](https://github.com/openclaw/openclaw/pull/66871) — open
 
+### `jlapenna`
+
+- profile: [github.com/jlapenna](https://github.com/jlapenna)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajlapenna)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajlapenna)
+- repo first seen: `2026-04-03T04:12:38Z`
+- repo last seen: `2026-04-18T00:05:20Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **8**
+- snapshot authored PRs/issues: **8 PRs / 0 issues**
+- snapshot discussion activity: **16 comments / 2 reviews / 0 review comments**
+- account age: **6304 days**
+- recent public PR activity: **13 PRs** (1 merged / 3 closed-unmerged / 9 open; merged rate **8%**, closed-unmerged rate **23%**, open rate **69%**)
+- public orgs: `supersprinklesracing`
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #68337: docs(acp): Add explicit warning on Docker deployment for ACP tools](https://github.com/openclaw/openclaw/pull/68337) — open, draft
+- [PR #66190: fix(memory): use native parser for openai embeddings proxy](https://github.com/openclaw/openclaw/pull/66190) — closed
+- [PR #65473: docs(gateway): Document Docker-out-of-Docker Paradox and constraint](https://github.com/openclaw/openclaw/pull/65473) — closed, merged
+
 ### `Magicray1217`
 
 - profile: [github.com/Magicray1217](https://github.com/Magicray1217)
@@ -2106,6 +2130,29 @@ Example artifacts:
 - [PR #67297: fix(compaction): use reserveTokens instead of reserveTokensFloor for memoryFlush and preflight thresholds](https://github.com/openclaw/openclaw/pull/67297) — open
 - [PR #67050: fix: skip test files and directories in install security scanner](https://github.com/openclaw/openclaw/pull/67050) — open
 
+### `MonkeyLeeT`
+
+- profile: [github.com/MonkeyLeeT](https://github.com/MonkeyLeeT)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AMonkeyLeeT)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AMonkeyLeeT)
+- repo first seen: `2026-03-02T15:37:21Z`
+- repo last seen: `2026-04-17T23:39:44Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **8**
+- snapshot authored PRs/issues: **8 PRs / 0 issues**
+- snapshot discussion activity: **13 comments / 1 reviews / 1 review comments**
+- account age: **4437 days**
+- recent public PR activity: **9 PRs** (2 merged / 3 closed-unmerged / 4 open; merged rate **22%**, closed-unmerged rate **33%**, open rate **44%**)
+- 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 #68328: [codex] Fix config validation for truncateAfterCompaction](https://github.com/openclaw/openclaw/pull/68328) — open, draft
+- [PR #67807: fix(cron): clean up deleteAfterRun direct deliveries](https://github.com/openclaw/openclaw/pull/67807) — open
+- [PR #67800: fix(agents): honor explicit long Anthropic cache TTL on custom hosts](https://github.com/openclaw/openclaw/pull/67800) — open
+
 ### `mushuiyu886`
 
 - profile: [github.com/mushuiyu886](https://github.com/mushuiyu886)
@@ -2181,12 +2228,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amjamiv)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amjamiv)
 - repo first seen: `2026-04-08T18:58:33Z`
-- repo last seen: `2026-04-17T19:29:17Z`
+- repo last seen: `2026-04-17T23:27:01Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **12**
 - snapshot authored PRs/issues: **7 PRs / 5 issues**
-- snapshot discussion activity: **48 comments / 6 reviews / 6 review comments**
+- snapshot discussion activity: **49 comments / 6 reviews / 6 review comments**
 - account age: **977 days**
 - recent public PR activity: **11 PRs** (4 merged / 2 closed-unmerged / 5 open; merged rate **36%**, closed-unmerged rate **18%**, open rate **45%**)
 - public orgs: none visible
@@ -2280,12 +2327,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Arubencu)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arubencu)
 - repo first seen: `2026-04-13T11:49:44Z`
-- repo last seen: `2026-04-17T13:52:26Z`
+- repo last seen: `2026-04-17T23:32:30Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **7 PRs / 1 issues**
-- snapshot discussion activity: **1 comments / 12 reviews / 12 review comments**
+- snapshot discussion activity: **1 comments / 13 reviews / 13 review comments**
 - account age: **4684 days**
 - recent public PR activity: **7 PRs** (3 merged / 0 closed-unmerged / 4 open; merged rate **43%**, closed-unmerged rate **0%**, open rate **57%**)
 - public orgs: none visible
@@ -2390,29 +2437,6 @@ Example artifacts:
 - [PR #68093: Fix: dedupe section title/desc in single-section config view (Resolves #68003)](https://github.com/openclaw/openclaw/pull/68093) — open
 - [PR #65633: Fix: disable chat-thread aria-live to stop per-token screen reader announcements (Resolves #65538)](https://github.com/openclaw/openclaw/pull/65633) — closed
 
-### `MonkeyLeeT`
-
-- profile: [github.com/MonkeyLeeT](https://github.com/MonkeyLeeT)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AMonkeyLeeT)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AMonkeyLeeT)
-- repo first seen: `2026-03-02T15:37:21Z`
-- repo last seen: `2026-04-17T15:29:13Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **13 comments / 1 reviews / 1 review comments**
-- account age: **4437 days**
-- recent public PR activity: **9 PRs** (2 merged / 3 closed-unmerged / 4 open; merged rate **22%**, closed-unmerged rate **33%**, open rate **44%**)
-- 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 #67807: fix(cron): clean up deleteAfterRun direct deliveries](https://github.com/openclaw/openclaw/pull/67807) — open
-- [PR #67800: fix(agents): honor explicit long Anthropic cache TTL on custom hosts](https://github.com/openclaw/openclaw/pull/67800) — open
-- [PR #66111: fix(reply): recognize /trace directives](https://github.com/openclaw/openclaw/pull/66111) — closed
-
 ### `MukundaKatta`
 
 - profile: [github.com/MukundaKatta](https://github.com/MukundaKatta)
@@ -3140,12 +3164,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ABKF-Gitty)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ABKF-Gitty)
 - repo first seen: `2026-04-11T18:30:35Z`
-- repo last seen: `2026-04-16T22:46:37Z`
+- repo last seen: `2026-04-17T23:39:21Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **4 PRs / 2 issues**
-- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
 - account age: **53 days**
 - recent public PR activity: **4 PRs** (3 merged / 0 closed-unmerged / 1 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**)
 - public orgs: none visible
@@ -4263,29 +4287,6 @@ Example artifacts:
 - [PR #65342: fix(memory-wiki): preserve Unicode slugs and contradiction keys](https://github.com/openclaw/openclaw/pull/65342) — closed
 - [PR #64647: Allow per-agent memory backend overrides](https://github.com/openclaw/openclaw/pull/64647) — 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
-
 ### `xudaiyanzi`
 
 - profile: [github.com/xudaiyanzi](https://github.com/xudaiyanzi)
@@ -4332,29 +4333,6 @@ Example artifacts:
 - [PR #66442: fix(skills): support Discord multi-account config in skills check](https://github.com/openclaw/openclaw/pull/66442) — open
 - [PR #65753: docs: fix link audit to ignore fenced code blocks correctly](https://github.com/openclaw/openclaw/pull/65753) — open
 
-### `jlapenna`
-
-- profile: [github.com/jlapenna](https://github.com/jlapenna)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajlapenna)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajlapenna)
-- repo first seen: `2026-04-03T04:12:38Z`
-- repo last seen: `2026-04-17T22:27:22Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **16 comments / 2 reviews / 0 review comments**
-- account age: **6304 days**
-- recent public PR activity: **13 PRs** (1 merged / 3 closed-unmerged / 9 open; merged rate **8%**, closed-unmerged rate **23%**, open rate **69%**)
-- public orgs: `supersprinklesracing`
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share**
-
-Example artifacts:
-- [PR #66190: fix(memory): use native parser for openai embeddings proxy](https://github.com/openclaw/openclaw/pull/66190) — closed
-- [PR #65473: docs(gateway): Document Docker-out-of-Docker Paradox and constraint](https://github.com/openclaw/openclaw/pull/65473) — closed, merged
-- [PR #64485: fix(docker): add config dir defaults to prevent broken volume mounts](https://github.com/openclaw/openclaw/pull/64485) — open
-
 ### `sercada`
 
 - profile: [github.com/sercada](https://github.com/sercada)
@@ -4380,53 +4358,6 @@ Example artifacts:
 - [Issue #63159: Docs: recommend a hybrid QMD + memory-wiki bridge architecture](https://github.com/openclaw/openclaw/issues/63159) — closed
 - [Issue #63157: Bug: cached plugin restore drops memory capability and breaks memory-wiki bridge imports](https://github.com/openclaw/openclaw/issues/63157) — 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: `2026-04-17T20:16:27Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **6**
-- snapshot authored PRs/issues: **5 PRs / 1 issues**
-- snapshot discussion activity: **12 comments / 0 reviews / 0 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 #68269: [codex] CLI/Doctor: skip gateway token warning in trusted-proxy mode](https://github.com/openclaw/openclaw/pull/68269) — open, draft
-- [PR #64548: fix(whatsapp): normalize explicit heartbeat target](https://github.com/openclaw/openclaw/pull/64548) — closed
-- [PR #64531: fix(bluebubbles): add configurable outbound send method](https://github.com/openclaw/openclaw/pull/64531) — closed
-- [Issue #45645: [Bug]: doctor/update can leave CLI and gateway on different installs on Linux](https://github.com/openclaw/openclaw/issues/45645) — open
-
-### `ShionEria`
-
-- profile: [github.com/ShionEria](https://github.com/ShionEria)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AShionEria)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AShionEria)
-- repo first seen: `2026-03-16T10:11:17Z`
-- repo last seen: `2026-04-12T04:27:30Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **16 comments / 0 reviews / 0 review comments**
-- account age: **35 days**
-- recent public PR activity: **7 PRs** (1 merged / 3 closed-unmerged / 3 open; merged rate **14%**, closed-unmerged rate **43%**, open rate **43%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #65172: fix(ui): stop misparsing cron-like at schedule strings](https://github.com/openclaw/openclaw/pull/65172) — closed
-- [PR #64539: fix(reply): allow OpenClaw tmp media in normalizer](https://github.com/openclaw/openclaw/pull/64539) — open
-- [PR #64492: fix(cli): route gateway media sends through sendMedia](https://github.com/openclaw/openclaw/pull/64492) — closed, merged
-
 ### `jhsmith409`
 
 - profile: [github.com/jhsmith409](https://github.com/jhsmith409)
@@ -4736,6 +4667,29 @@ 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)
@@ -4955,6 +4909,29 @@ Example artifacts:
 - [PR #67471: fix(gateway): block agent/chat broadcasts for node role](https://github.com/openclaw/openclaw/pull/67471) — closed
 - [Issue #32964: Node WebSocket clients receive global agent/chat event broadcasts (conversation content leakage)](https://github.com/openclaw/openclaw/issues/32964) — closed
 
+### `acwilan`
+
+- profile: [github.com/acwilan](https://github.com/acwilan)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aacwilan)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aacwilan)
+- repo first seen: `2026-04-14T01:21:33Z`
+- repo last seen: `2026-04-17T23:44:10Z`
+- 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 / 2 reviews / 2 review comments**
+- account age: **5769 days**
+- recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #68331: feat: per-agent TTS and STT config overrides [AI-assisted]](https://github.com/openclaw/openclaw/pull/68331) — open
+- [PR #66331: Agents: add per-agent TTS and STT overrides](https://github.com/openclaw/openclaw/pull/66331) — open
+- [Issue #66252: [Feature]: Per-Agent TTS/STT Configuration Overrides for Multi-Language Support](https://github.com/openclaw/openclaw/issues/66252) — open
+
 ### `BenediktSchackenberg`
 
 - profile: [github.com/BenediktSchackenberg](https://github.com/BenediktSchackenberg)
@@ -5093,6 +5070,29 @@ Example artifacts:
 - [PR #66712: feat(cron): add slot-level delivery dedup guard](https://github.com/openclaw/openclaw/pull/66712) — open
 - [Issue #67675: Flaky test: src/gateway/server.canvas-auth.test.ts "authorizes canvas HTTP/WS via node-scoped capability"](https://github.com/openclaw/openclaw/issues/67675) — open
 
+### `LightDriverCS`
+
+- profile: [github.com/LightDriverCS](https://github.com/LightDriverCS)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ALightDriverCS)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ALightDriverCS)
+- repo first seen: `2026-04-13T22:53:03Z`
+- repo last seen: `2026-04-18T00:00:33Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **2 PRs / 1 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **89 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 **medium**
+- heuristic read: **very new account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68335: fix(memory-core): activate on wiki CLI subcommand](https://github.com/openclaw/openclaw/pull/68335) — open
+- [PR #68334: fix(memory): restoreMemoryPluginState clobbers live capability on cache hit](https://github.com/openclaw/openclaw/pull/68334) — open
+- [Issue #66194: Feature Request: Slack Socket Mode slash command event handling](https://github.com/openclaw/openclaw/issues/66194) — open
+
 ### `mkoslacz`
 
 - profile: [github.com/mkoslacz](https://github.com/mkoslacz)
@@ -5494,6 +5494,28 @@ Example artifacts:
 - [PR #68155: fix(memory): apply decay to nested dated files](https://github.com/openclaw/openclaw/pull/68155) — open
 - [PR #68121: fix(memory): preserve publicArtifacts when multiple memory plugins register capability](https://github.com/openclaw/openclaw/pull/68121) — open
 
+### `evgyur`
+
+- profile: [github.com/evgyur](https://github.com/evgyur)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aevgyur)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aevgyur)
+- repo first seen: `2026-04-17T22:56:05Z`
+- repo last seen: `2026-04-18T00:06:06Z`
+- 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: **1222 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: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68338: Parse multiline MEDIA directives](https://github.com/openclaw/openclaw/pull/68338) — open
+- [PR #68316: Preserve unsent media payloads after block streaming](https://github.com/openclaw/openclaw/pull/68316) — open
+
 ### `Fl0rencess720`
 
 - profile: [github.com/Fl0rencess720](https://github.com/Fl0rencess720)
@@ -6242,6 +6264,28 @@ Example artifacts:
 - [PR #67769: feat: verify container daemon and add workshop outro](https://github.com/openclaw/openclaw/pull/67769) — closed
 - [PR #67555: docs: update README with container-first instructions and Podman support](https://github.com/openclaw/openclaw/pull/67555) — closed
 
+### `thesomewhatyou`
+
+- profile: [github.com/thesomewhatyou](https://github.com/thesomewhatyou)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Athesomewhatyou)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Athesomewhatyou)
+- repo first seen: `2026-02-08T01:46:55Z`
+- repo last seen: `2026-04-18T00:18:46Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **35 comments / 0 reviews / 0 review comments**
+- account age: **768 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 #68341: fix: remediate critical vulnerabilities and logic regressions](https://github.com/openclaw/openclaw/pull/68341) — open
+- [PR #68292: fix: security hardening — MCP ownership spoofing, poll double-delivery, cron trust escalation, failover classification gaps](https://github.com/openclaw/openclaw/pull/68292) — closed
+
 ### `tmimmanuel`
 
 - profile: [github.com/tmimmanuel](https://github.com/tmimmanuel)
@@ -6420,6 +6464,30 @@ Example artifacts:
 - [PR #64377: fix: include image param in sandbox media normalization [AI-assisted]](https://github.com/openclaw/openclaw/pull/64377) — closed, merged
 - [PR #64376: fix(infra): extend exec completion detection to cover local background exec formats [AI-assisted]](https://github.com/openclaw/openclaw/pull/64376) — closed, merged
 
+### `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: `2026-04-17T20:16:27Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **5 PRs / 1 issues**
+- snapshot discussion activity: **12 comments / 0 reviews / 0 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 #68269: [codex] CLI/Doctor: skip gateway token warning in trusted-proxy mode](https://github.com/openclaw/openclaw/pull/68269) — open
+- [PR #64548: fix(whatsapp): normalize explicit heartbeat target](https://github.com/openclaw/openclaw/pull/64548) — closed
+- [PR #64531: fix(bluebubbles): add configurable outbound send method](https://github.com/openclaw/openclaw/pull/64531) — closed
+- [Issue #45645: [Bug]: doctor/update can leave CLI and gateway on different installs on Linux](https://github.com/openclaw/openclaw/issues/45645) — open
+
 ### `corbin-breton`
 
 - profile: [github.com/corbin-breton](https://github.com/corbin-breton)
@@ -6466,6 +6534,29 @@ Example artifacts:
 - [PR #53875: fix: allow compact retry after failed session compaction](https://github.com/openclaw/openclaw/pull/53875) — closed, merged
 - [PR #53843: Webchat: handle bare /compact as session compaction](https://github.com/openclaw/openclaw/pull/53843) — closed, merged
 
+### `ShionEria`
+
+- profile: [github.com/ShionEria](https://github.com/ShionEria)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AShionEria)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AShionEria)
+- repo first seen: `2026-03-16T10:11:17Z`
+- repo last seen: `2026-04-12T04:27:30Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **5 PRs / 0 issues**
+- snapshot discussion activity: **16 comments / 0 reviews / 0 review comments**
+- account age: **35 days**
+- recent public PR activity: **7 PRs** (1 merged / 3 closed-unmerged / 3 open; merged rate **14%**, closed-unmerged rate **43%**, open rate **43%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #65172: fix(ui): stop misparsing cron-like at schedule strings](https://github.com/openclaw/openclaw/pull/65172) — closed
+- [PR #64539: fix(reply): allow OpenClaw tmp media in normalizer](https://github.com/openclaw/openclaw/pull/64539) — open
+- [PR #64492: fix(cli): route gateway media sends through sendMedia](https://github.com/openclaw/openclaw/pull/64492) — closed, merged
+
 ### `drvoss`
 
 - profile: [github.com/drvoss](https://github.com/drvoss)
@@ -7358,12 +7449,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AJIRBOY)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJIRBOY)
 - repo first seen: `2026-04-11T06:03:38Z`
-- repo last seen: `2026-04-17T23:16:26Z`
+- repo last seen: `2026-04-17T23:50:16Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **1 PRs / 6 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
 - account age: **2565 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
@@ -7955,28 +8046,6 @@ Example artifacts:
 - [PR #67662: fix(run): preserve model-scoped cooldown writes on incomplete turns](https://github.com/openclaw/openclaw/pull/67662) — open
 - [Issue #67661: Model-scoped cooldowns are not persisted for incomplete-turn exhaustion paths](https://github.com/openclaw/openclaw/issues/67661) — open
 
-### `acwilan`
-
-- profile: [github.com/acwilan](https://github.com/acwilan)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aacwilan)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aacwilan)
-- repo first seen: `2026-04-14T01:21:33Z`
-- repo last seen: `2026-04-16T00:11:48Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **2 comments / 2 reviews / 2 review comments**
-- account age: **5769 days**
-- recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #66331: Agents: add per-agent TTS and STT overrides](https://github.com/openclaw/openclaw/pull/66331) — open
-- [Issue #66252: [Feature]: Per-Agent TTS/STT Configuration Overrides for Multi-Language Support](https://github.com/openclaw/openclaw/issues/66252) — open
-
 ### `ajfonthemove`
 
 - profile: [github.com/ajfonthemove](https://github.com/ajfonthemove)
@@ -9643,7 +9712,7 @@ Example artifacts:
 - heuristic read: **young account; high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #67948: Abliteration: add provider plugin](https://github.com/openclaw/openclaw/pull/67948) — open
+- [PR #67948: feat: add provider Abliteration](https://github.com/openclaw/openclaw/pull/67948) — open
 
 ### `acewhitegui`
 
@@ -9981,6 +10050,27 @@ Example artifacts:
 Example artifacts:
 - [PR #67185: fix(sessions): dedupe redundant delivery mirrors](https://github.com/openclaw/openclaw/pull/67185) — closed, merged
 
+### `anniesurla`
+
+- profile: [github.com/anniesurla](https://github.com/anniesurla)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aanniesurla)
+- 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**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 1 reviews / 1 review comments**
+- account age: **1352 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 #68339: fix(nvidia): wire onboarding auth and document NIM endpoint](https://github.com/openclaw/openclaw/pull/68339) — open
+
 ### `AnonAmit`
 
 - profile: [github.com/AnonAmit](https://github.com/AnonAmit)
@@ -10303,7 +10393,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abluesky6868)
 - repo first seen: `2026-04-17T22:26:25Z`
 - repo last seen: `2026-04-17T23:14:53Z`
-- 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**
@@ -11367,27 +11457,6 @@ Example artifacts:
 Example artifacts:
 - [PR #67842: Fix/message tool description user facing](https://github.com/openclaw/openclaw/pull/67842) — open
 
-### `evgyur`
-
-- profile: [github.com/evgyur](https://github.com/evgyur)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aevgyur)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aevgyur)
-- repo first seen: `2026-04-17T22:56:05Z`
-- repo last seen: `2026-04-17T22:56:05Z`
-- 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: **1222 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: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68316: Preserve unsent media payloads after block streaming](https://github.com/openclaw/openclaw/pull/68316) — open
-
 ### `eyjohn`
 
 - profile: [github.com/eyjohn](https://github.com/eyjohn)
@@ -12341,7 +12410,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aitsuzef)
 - repo first seen: `2026-02-21T23:47:03Z`
 - repo last seen: `2026-04-17T22:59:50Z`
-- 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**
@@ -12376,27 +12445,6 @@ Example artifacts:
 Example artifacts:
 - [PR #67781: fix(google): handle Vertex 1M context models and empty final payloads](https://github.com/openclaw/openclaw/pull/67781) — open
 
-### `j33bs`
-
-- profile: [github.com/j33bs](https://github.com/j33bs)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aj33bs)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aj33bs)
-- repo first seen: `2026-04-10T23:42:23Z`
-- repo last seen: `2026-04-10T23:42:23Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3250 days**
-- recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #64538: Dali workspace sync: local-v1 retrieval, Source UI, and runtime updates](https://github.com/openclaw/openclaw/pull/64538) — closed
-
 ### `JackChiang233`
 
 - profile: [github.com/JackChiang233](https://github.com/JackChiang233)
@@ -12593,7 +12641,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AJeevaByte)
 - repo first seen: `2026-04-17T23:10:37Z`
 - repo last seen: `2026-04-17T23:10:37Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -15842,27 +15890,6 @@ Example artifacts:
 Example artifacts:
 - [PR #64915: Change service plan to free and update env vars](https://github.com/openclaw/openclaw/pull/64915) — closed
 
-### `thesomewhatyou`
-
-- profile: [github.com/thesomewhatyou](https://github.com/thesomewhatyou)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Athesomewhatyou)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Athesomewhatyou)
-- repo first seen: `2026-02-08T01:46:55Z`
-- repo last seen: `2026-04-17T22:08:17Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **33 comments / 0 reviews / 0 review comments**
-- account age: **768 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 #68292: fix: security hardening — MCP ownership spoofing, poll double-delivery, cron trust escalation, failover classification gaps](https://github.com/openclaw/openclaw/pull/68292) — open
-
 ### `thewilloftheshadow`
 
 - profile: [github.com/thewilloftheshadow](https://github.com/thewilloftheshadow)

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:06811c11e62fcde6984c2dae88661b10701bc85cfb9e5ff16c90de0f6fe59f4d
-size 98401
+oid sha256:131c4763a62d3223fab6a126eb9f84738938789c4538e911f71a38d4dca2cfc9
+size 98426

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0ccc04449732862b1278270eb48a27f090daf64536da0fdde4b8f562eec8f812
-size 46349303
+oid sha256:69f2661ed51bff4f9d97db5ddc4478a75b76d7b8b4ace0469a9db038c684ca94
+size 46368335

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e78ec4adc04943a7e48041af16cd4d35d9a65f659471f691e34fd0475e288593
-size 114939857
+oid sha256:40f177b25517c2e787594705c535ce60786eb8e2f50c87a90394cc3472d6f44f
+size 115108065

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:57390e2eca43031b186c132addae8bff0a2db73c3fb541aa61eacced2b4dfe73
-size 75225575
+oid sha256:e4e58daaac8e2b1136885946e4ede6fe9e047f5a5f0dda5f7f441a69b93ba4a1
+size 75308454

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:35d2fd5d2897c0da80dea5a97ef7be4afdfbb001312935502cb7ab0360c7fef9
-size 4239016
+oid sha256:19b26b93139dc0108d87d3a3c57c25c4984a481c8ad98121a6892005fe90a5e8
+size 4253506

review_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:98f54473f512ccbf9abfc6f1dce1c7e51fcdd459c827b1add92e3175776bdbdc
-size 6186356
+oid sha256:e7791b406865974f6c684d9569340ac592aa3913180f14edcdc3c20df5132277
+size 6216739

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d45c671e318a79f64cfdfb38de7ef0a95c545c89ec8bce46c13af0c4c36a1017
-size 1213801
+oid sha256:6d69da936c2634c19801025394f91e6fc4ca4a174f4ce5b39da32d07a666227b
+size 1218926

snapshots/20260418T002035Z/manifest.json

@@ -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"
+  },
+  "counts": {
+    "comments": 135668,
+    "issues": 4182,
+    "links": 43347,
+    "new_contributors": 722,
+    "pr_diffs": 2944,
+    "pr_files": 58766,
+    "pull_requests": 2944,
+    "review_comments": 14457,
+    "reviews": 10909,
+    "timeline_events": 45331
+  },
+  "crawl_started_at": "2026-04-18T00:20:35Z",
+  "delta_counts": {
+    "comments": 31,
+    "issue_stubs": 52,
+    "issues": 12,
+    "links": 79,
+    "pr_diffs": 40,
+    "pr_files": 460,
+    "pull_requests": 40,
+    "review_comments": 503,
+    "reviews": 348,
+    "timeline_events": 1067
+  },
+  "extracted_at": "2026-04-18T00:20:35Z",
+  "repo": "openclaw/openclaw",
+  "snapshot_id": "20260418T002035Z",
+  "watermark": {
+    "effective_since": "2026-04-17T23:20:41Z",
+    "next_since": "2026-04-18T00:20:35Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260417T232041Z/manifest.json",
-  "latest_snapshot_id": "20260417T232041Z",
+  "archived_manifest_path": "snapshots/20260418T002035Z/manifest.json",
+  "latest_snapshot_id": "20260418T002035Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-04-17T23:20:41Z",
+  "next_since": "2026-04-18T00:20:35Z",
   "repo": "openclaw/openclaw",
-  "snapshot_dir": "snapshots/20260417T232041Z"
+  "snapshot_dir": "snapshots/20260418T002035Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-04-17T22:20:41Z",
-  "last_successful_snapshot_id": "20260417T232041Z",
-  "next_since": "2026-04-17T23:20:41Z",
+  "effective_since": "2026-04-17T23:20:41Z",
+  "last_successful_snapshot_id": "20260418T002035Z",
+  "next_since": "2026-04-18T00:20:35Z",
   "repo": "openclaw/openclaw",
-  "updated_at": "2026-04-17T23:20:41Z"
+  "updated_at": "2026-04-18T00:20:35Z"
 }