
























@@ -29,15 +29,16 @@ gitcrawl cluster-detail openclaw/openclaw --id <cluster-id> --member-limit 20 --
2929- For every reviewed, triaged, closed, or landed issue/PR, show the opener's human name when available, GitHub login, and account age.
3030- Get the login from `gh issue view` / `gh pr view` (`author.login`), then fetch profile metadata once with `gh api users/<login> --jq '{login,name,created_at,type}'`.
3131- Report account age as created date plus rough age, for example `Opened by Jane Doe (@jane, account created 2021-04-03, ~5y old)`.
32-- Also show recent GitHub activity when it informs maintainer risk: OpenClaw PRs, issues, and commits in the last 12 months; for linked issue-fixing PRs, include both the PR author and issue opener when they differ.
32+- Always show recent activity in two lanes: OpenClaw-local PRs, issues, and commits in the last 12 months; and general public GitHub activity over the same window. For linked issue-fixing PRs, include both the PR author and issue opener when they differ.
3333- Prefer the bundled helper for activity lookups:
34343535```bash
3636.agents/skills/openclaw-pr-maintainer/scripts/github-activity.sh <login> [other-login...]
3737.agents/skills/openclaw-pr-maintainer/scripts/github-activity.sh --global <login>
3838```
393940-- The helper reports repo-local activity first and can fetch public GitHub contribution totals for the same window with `--global`.
40+- The helper reports repo-local activity first and can fetch public GitHub contribution totals for the same window with `--global`; run the global form by default for review/triage identity summaries.
41+- If the global contribution graph reports zero or looks inconsistent with visible public activity, sanity-check with `gh api users/<login>`, `gh api 'users/<login>/events/public?per_page=100'`, and recent public repo commits before calling the account inactive.
4142- The helper is intentionally cache-friendly for gitcrawl-backed `gh`: it rounds repo-local windows to the UTC day, rounds global contribution windows to the UTC hour, and counts PRs/issues from one paginated issues response before fetching commits separately. Prefer reusing the helper instead of hand-rolling several `gh api` loops.
4243- Report activity compactly, for example `OpenClaw last 12mo: 4 PRs, 2 issues, 11 commits; GitHub public last 12mo: 86 commits, 9 PRs, 3 issues, 12 reviews`.
4344- If `name` is empty, use the login only. If profile lookup is rate-limited or unavailable, say `account age unknown` rather than omitting the opener.
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