@@ -7,6 +7,22 @@ description: Review, triage, close, label, comment on, or land OpenClaw PRs/issu
7788Use this skill for maintainer-facing GitHub workflow, not for ordinary code changes.
9910+## Start issue and PR triage with ghcrawl
11+12+- Anytime you inspect OpenClaw issues or PRs, check local `ghcrawl` data first for related threads, duplicate attempts, and already-landed fixes.
13+- Use `ghcrawl` for candidate discovery and clustering; use `gh`, `gh api`, and the current checkout to verify live state before commenting, labeling, closing, or landing.
14+- If `ghcrawl` is missing, stale, lacks the target thread, or has no embeddings for neighbor/search commands, fall back to the GitHub search workflow below.
15+- Do not run expensive/update commands such as `ghcrawl refresh`, `ghcrawl embed`, or `ghcrawl cluster` unless the user asked to update the local store or the stale data is blocking the decision.
16+17+Common read-only path:
18+19+```bash
20+ghcrawl threads openclaw/openclaw --numbers <issue-or-pr-number> --include-closed --json
21+ghcrawl neighbors openclaw/openclaw --number <issue-or-pr-number> --limit 12 --json
22+ghcrawl search openclaw/openclaw --query "<scope or title keywords>" --mode hybrid --json
23+ghcrawl cluster-detail openclaw/openclaw --id <cluster-id> --member-limit 20 --body-chars 280 --json
24+```
25+1026## Apply close and triage labels correctly
11271228- If an issue or PR matches an auto-close reason, apply the label and let `.github/workflows/auto-response.yml` handle the comment/close/lock flow.
@@ -59,9 +75,9 @@ Use this skill for maintainer-facing GitHub workflow, not for ordinary code chan
59756076## Search broadly before deciding
617762-- Prefer targeted keyword search before proposing new work or closing something as duplicate.
63-- Use `--repo openclaw/openclaw` with `--match title,body` first.
64-- Add `--match comments` when triaging follow-up discussion.
78+- Prefer `ghcrawl` first. Then use targeted GitHub keyword search to verify gaps, live status, comments, and candidates not present in the local store.
79+- Use `--repo openclaw/openclaw` with `--match title,body` first when using `gh search`.
80+- Add `--match comments` when triaging follow-up discussion or closed-as-duplicate chains.
6581- Do not stop at the first 500 results when the task requires a full search.
66826783Examples:
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