openclaw/clawsweeper: README-based editorial guide

openclaw/clawsweeper describes itself in the README as "ClawSweeper scans all issues and PRs and suggest what we can close, and why. It runs every PR / Issue once a week.". This article keeps to facts that can be checked in the repository. Stars, forks, and promotional badges are signals of attention, not proof of quality. Under "🦞🧹 ClawSweeper", the README says: ClawSweeper is the conservative maintenance bot for OpenClaw repositories. It keeps the backlog reviewed, keeps maintainer-visible GitHub comments tidy, and turns narrow trusted findings into guarded repair or automerge work.. That establishes the project's stated boundary, not a production test.

The README's "Guardrails" section gives a useful starting point for deciding whether the project fits: duplicate or superseded by a canonical issue/PR. If that problem is not yours, popularity is a poor reason to adopt it. Project names, commands, and component names are kept as written so a reader can return to the primary source without guessing at terminology. Another checkable README item is: better suited for ClawHub skill/plugin work than core. It can shape a first test, but it does not replace testing in the intended environment.

The operating model is spread across sections such as "Issue and PR Reviews". The source evidence includes: Scheduled runs scan open issues and pull requests, while target repositories can forward exact issue/PR events with repositorydispatch for low-latency one-item reviews.. This article does not turn missing architecture, performance, or security details into claims. A real deployment still needs a look at the repository layout, configuration files, and release history.

Start installation from the README's documented entry point. A command that can be checked in the source is: source ~/.profile corepack enable pnpm install pnpm run build pnpm run plan -- --target-repo openclaw/openclaw --batch-size 5 --shard-count 89 --max-pages 250 --codex-model internal --codex-reasoning-effort high pnpm run review -- --target-repo openclaw/openclaw --target-dir ../openclaw --batch-size 5 --max-pages 250 --artifact-dir artifacts/reviews --codex-model internal --codex-reasoning-effort high --codex-timeout-ms 600000 pnpm run apply-artifacts -- --target-repo openclaw/openclaw --artifac When the README contains no runnable command, this article does not invent one. Open its "Capabilities" section and confirm system dependencies, default ports, and first-run initialization before using a public server.