ClawSweeper

ClawSweeper is a conservative OpenClaw maintainer tool for one-cluster issue and PR cleanup.

It takes a curated GitHub issue/PR cluster, asks a Codex worker to classify the items, and applies only narrow, auditable cleanup actions when the evidence is strong. It shares the same ClawSweeper repo and GitHub App as the commit and backlog sweepers, but runs as a separate repair lane with stricter mutation gates.

Allowed automated close reasons:

duplicate of a clear canonical thread
superseded by a clear canonical thread
fixed by a specific candidate fix

Manual backlog-cleanup jobs may also use instructions/low-signal-prs.md for drive-by PRs that are clearly blank-template, docs-only discoverability churn, test-only coverage spam, refactor-only noise, third-party capabilities that belong on ClawHub, risky unapproved infra, or dirty branches. This policy is opt-in per job and should return needs_human for plausible bug fixes or anything with active maintainer signal.

Everything else stays open or is escalated for maintainer review.

Security-sensitive reports are deliberately out of scope. ClawSweeper routes those refs to central OpenClaw security handling and keeps processing unrelated ordinary bugs, provider gaps, and duplicate cleanup in the same cluster. It follows OpenClaw SECURITY.md: trusted-operator exec behavior, provider gaps, feature gaps, and hardening-only parity drift are not treated as vulnerabilities unless there is a real trust-boundary bypass.

#Status

The repair lane is intentionally narrower than the sweep lanes. The sweepers scan OpenClaw commits and backlog items on a cadence; repair handles targeted clusters that were already grouped by a human, gitcrawl, or another dedupe tool.

Cluster discovery currently comes from openclaw/gitcrawl.

The default workflow is proposal-first. It does not comment or close unless a job is explicitly promoted and the deterministic applicator confirms live GitHub state has not changed.

#State Boundaries

jobs/ and results/ are durable operational state in openclaw/clawsweeper-state, not generated source in this repo. They may contain historical run text and audit evidence. Active code, prompts, workflows, docs, schemas, and tests are covered by pnpm run check:active-surface, which rejects retired project names and old token variables before the full gate runs.

#Dashboard

Live dashboard and generated state: https://github.com/openclaw/clawsweeper-state

#How It Works

For a maintainer-facing architecture map of the automation lanes, see docs/INTERNAL_FEATURES.md.

For the ClawSweeper feedback loop that updates existing generated PRs, see docs/repair/auto-update-prs.md. For the exact automerge state machine, wait behavior, and operator replay, see docs/repair/automerge-flow.md.

That loop is marker-driven. ClawSweeper comments use hidden clawsweeper-verdict:* markers, and only actionable PR feedback includes clawsweeper-action:fix-required. ClawSweeper skips stale head SHAs and caps automatic repairs at ten per PR and one per PR head SHA.

Maintainers can opt an existing PR into the bounded repair-only loop with /clawsweeper autofix, or into the bounded merge loop with /clawsweeper automerge. Autofix adds clawsweeper:autofix, dispatches ClawSweeper for the current head, and lets ClawSweeper repair trusted needs-changes findings for up to ten rounds without merging. Automerge adds clawsweeper:automerge and can merge only after a trusted pass verdict for the exact current head plus a non-draft PR, green checks, clean mergeability, and explicit CLAWSWEEPER_ALLOW_MERGE=1 and CLAWSWEEPER_ALLOW_AUTOMERGE=1 gates.

ClawSweeper commit findings have a separate intake lane. A clawsweeper_commit_finding dispatch fetches the latest markdown commit report, writes an audit record under results/commit-findings/, and only sends the finding into the PR executor when the issue is narrow, non-security, and still worth repairing on latest main.

Each cluster job:

Starts from one markdown job file under jobs/.
Hydrates the listed issue/PR refs and first-hop linked refs.
Builds a cluster plan and fix artifact for autonomous jobs.
Runs Codex with repo-local policy prompts and JSON output schema in a read-only sandbox.
Writes structured run artifacts under .clawsweeper-repair/runs/.
Reviews the worker artifact with deterministic safety checks.
Executes credited fix artifacts through scripts/execute-fix-artifact.ts when the fix gate is open: repair a writable contributor branch first, treating same-repo head branches as writable even when GitHub reports maintainer_can_modify=false; otherwise raise a narrow replacement PR, copy source labels, add non-bot source PR authors as replacement co-authors, and close the uneditable source PR after the replacement push succeeds.
Applies guarded close/comment and explicit merge actions through scripts/apply-result.ts.
Publishes a sanitized result ledger back to openclaw/clawsweeper-state

under results/, jobs/openclaw/closed/, repair-apply-report.json, and notifications/; the external dashboard and Discord notification dedupe render from that ledger.

Codex does not receive a GitHub token during classification. The runner preflights GitHub state before model execution, then Codex receives those artifacts and returns JSON only. When a reviewed fix artifact is executed, Codex gets a temporary target checkout without GitHub credentials; the deterministic executor owns commit, push, PR creation, and source-PR closeout using the short-lived GitHub App token exposed to the executor as GH_TOKEN. Commit author metadata defaults to clawsweeper-repair and can be overridden with CLAWSWEEPER_GIT_USER_NAME and CLAWSWEEPER_GIT_USER_EMAIL; this is separate from the GitHub token used to push. The applicator re-fetches the target item, checks updated_at, blocks unsafe closeouts, writes idempotent close comments, closes supported duplicate/superseded/fixed-by-candidate actions, and can squash-merge explicitly allowed clean PR actions.

Merge is deliberately harder than closeout. A merge action must include merge_preflight proving security clearance, resolved human comments, resolved review-bot findings, a passed Codex /review, addressed review findings, and clean validation commands. The fix executor gives Codex the normalized changed-surface validation gate up front, so the agentic edit loop is edit, run validation, fix validation fallout, rerun validation, and only then return. The deterministic executor still re-runs validation as the final safety rail, then feeds any remaining validation failure back through a narrow Codex validation-fix pass, runs Codex /review, feeds actionable review findings back into Codex for up to three review-fix rounds by default, revalidates after each pass, and resolves PR review threads when permitted. The applicator also checks live unresolved GitHub review threads immediately before merge.

Replacement fix work uses a recoverable target branch named clawsweeper/<cluster-id>. The executor resumes that branch if it already exists and pushes checkpoint commits after agent edits and review-fix edits, adding Co-authored-by trailers for non-bot source PR authors when a contributor PR is replaced. It then opens or updates the PR only after validation and Codex /review pass. If /review still blocks the merge after retries, the run writes a blocked fix report and leaves the checkpoint branch recoverable instead of losing the patch.

Runs for the same job path and mode are queued instead of running concurrently. The workflow uses Node 24, blacksmith-4vcpu-ubuntu-2404 for cluster planning/review, and blacksmith-16vcpu-ubuntu-2404 for fix/apply execution. Fix execution prepares the target checkout with Corepack and the target pnpm package manager before validation; the execution job caches Codex, npm, Corepack, and the target pnpm store. Fix validation is pinned to OpenClaw's fast changed-lane posture by default: pnpm check:changed plus diff checks are the hard local gate, and target validation commands normalize to pnpm check:changed unless CLAWSWEEPER_TARGET_VALIDATION_MODE=strict or CLAWSWEEPER_STRICT_TARGET_VALIDATION=1 is explicitly set. That normalized gate is also passed to Codex in the write prompt; Codex is expected to run it, fix failures it introduced, and report the exact command/result before returning. Unrelated flaky main CI, broad pnpm check, full tests, live, docker, and e2e lanes do not block narrow ClawSweeper Repair fixes by default.

If Codex itself fails an edit pass with a transient tool-transport error, such as a closed stdin session from the Codex tool router, the executor consumes an edit retry and keeps the branch recoverable instead of failing the whole repair worker immediately. Timeouts and validation failures still use their dedicated timeout, validation-fix, and review-fix paths.

Full worker prompts, Codex transcripts, and raw artifacts stay in GitHub Actions. The committed ledger keeps only the cluster summary, run URL, action counts, apply outcomes, closed targets, and human-review entries.

#Modes

plan: produces recommendations only.
execute: can apply reviewed safe close and explicit clean merge actions from structured JSON.
autonomous: adds live cluster preflight and fix-artifact generation. It may recommend and drive a canonical fix path; direct mutation still goes through the fix executor and applicator gates.
route_security: quarantines true security-sensitive refs without poisoning unrelated cluster work.
needs_human: only product-direction, trust-boundary, canonical-choice, merge-path, or contributor-credit decisions that remain unclear after the hydrated artifact and single-item review/check/decide pass.
Automated reviewer feedback must be cleared during autonomous PR work. Greptile, Codex, Asile, CodeRabbit, Copilot, and similar bot comments must be addressed, proven non-actionable, or escalated before any merge or post-merge closeout recommendation.
Merge preflight: no PR can merge until CLAWSWEEPER_ALLOW_MERGE=1, security issues are cleared, comments are resolved, Codex /review has passed, findings are addressed, and changed-surface validation is clean. With the merge gate closed, ClawSweeper Repair labels merge-ready targets for human review instead of merging.
Final base sync: before pushing a repaired branch, ClawSweeper fetches latest origin/main. If main moved after validation, the worker rebases again; conflict resolution goes back through Codex, then validation and Codex /review rerun before the branch can be pushed.
Repair ladder: make the useful contributor PR mergeable when its branch is writable; same-repo PRs are writable by the GitHub App contents permission even when the raw maintainer-edit flag is false. Otherwise replace draft, stale, unmergeable, uneditable, or unsafe branches with a narrow credited fix PR. When fix PR mode is enabled, "wait or replace" is already answered: replace, preserve credit and labels, then supersede only the source PR that could not be safely updated.

#Maintainer Comment Commands

ClawSweeper can route maintainer comments from target repositories back into the cloud repair workflow. It recognizes both command styles:

/clawsweeper status
@openclaw-clawsweeper status
@clawsweeper status

Accepted mentions are @clawsweeper, @clawsweeper[bot], @openclaw-clawsweeper, or @openclaw-clawsweeper[bot].

Only maintainers can trigger it. The router checks GitHub author_association and accepts OWNER, MEMBER, and COLLABORATOR by default. Contributor and unknown comments are ignored without a reply.

Supported commands:

/review
/clawsweeper status
/clawsweeper re-review
/clawsweeper implement
/clawsweeper build
/clawsweeper fix ci
/clawsweeper address review
/clawsweeper rebase
/clawsweeper autofix
/clawsweeper automerge
/clawsweeper auto merge
/clawsweeper approve
/clawsweeper explain
/clawsweeper stop
@clawsweeper re-review
@clawsweeper review
@clawsweeper implement
@clawsweeper fix
@clawsweeper build
@clawsweeper create pr
@clawsweeper fix issue
@openclaw-clawsweeper fix ci
@clawsweeper why did automerge stop here?

status and explain post a short status reply. review and re-review dispatch ClawSweeper review again for an open issue or PR. fix ci, address review, and rebase dispatch the normal repair-cluster-worker.yml repair path, but only for existing ClawSweeper PRs identified by the clawsweeper/* branch. implement, fix, build, create pr, and fix issue work only on open issues. The router creates or reuses one durable issue-<repo>-<number> job and dispatches the normal repair worker to verify the issue on latest main and open or update one narrow implementation PR. This lane never merges or closes the issue; broad, underspecified, security-sensitive, or already-fixed issues become a blocked repair result instead of a public PR. Freeform maintainer mentions such as @clawsweeper why did automerge stop here? dispatch a read-only assist review. The answer lands in the next ClawSweeper comment; action-looking prose can only become existing structured recommendations and still passes the normal deterministic gates. autofix opts an open PR into the bounded review/fix loop and never merges. automerge opts an open PR into the bounded review/fix/merge loop, but draft PRs stay fix-only until GitHub marks them ready for review. approve is maintainer-only exact-head approval after a human-review pause; it clears pause labels and merges only when the normal automerge readiness checks and merge gates pass. stop labels the item for human review. It also removes repair-loop labels, so older automerge/autofix commands and trusted pass markers cannot continue the loop after the stop.

The router writes an idempotency marker into each reply and records processed comments in results/comment-router.json. The scheduled workflow is dry by default; set CLAWSWEEPER_COMMENT_ROUTER_EXECUTE=1 to let scheduled runs post replies and dispatch workers.

Scheduled runs also sweep open PRs with clawsweeper:autofix or clawsweeper:automerge labels. When a labelled PR is stale, failing checks, or dirty/behind its base branch, the router can synthesize an internal trusted repair-loop command and re-enter the normal repair path without waiting for a new GitHub comment. clawsweeper:human-review still pauses that path.

#Local Run

Requires Node 24.

# Validate all job files.
pnpm run repair:validate

# Render a plan-mode prompt without running Codex.
pnpm run repair:render -- jobs/openclaw/inbox/cluster-example.md --mode plan

# Dry-run a worker without calling Codex.
pnpm run repair:worker -- jobs/openclaw/inbox/cluster-example.md --mode plan --dry-run

# Build an offline autonomous cluster/fix artifact.
pnpm run repair:build-fix-artifact -- jobs/openclaw/inbox/autonomous-example.md --offline

# Stage low-signal PR sweep jobs from local gitcrawl data.
pnpm run repair:import-gitcrawl-low-signal -- --limit 20 --batch-size 5 --mode autonomous --sort stale

# Stage the next largest active gitcrawl clusters, skipping already-imported and
# fully security-sensitive clusters by default. Mixed clusters can route security
# refs while continuing ordinary bug/dedupe work.
pnpm run repair:import-gitcrawl -- --from-gitcrawl --limit 40 --mode autonomous --suffix autonomous-smoke --allow-instant-close --allow-merge --allow-fix-pr --allow-post-merge-close

# Dispatch reviewed jobs. Dispatch, requeue, and self-heal refuse to exceed
# 50 live cluster-worker runs by default; tune with CLAWSWEEPER_MAX_LIVE_WORKERS
# or --max-live-workers. With --wait-for-capacity, dispatch can drain a larger
# file list in capacity-sized waves instead of refusing the whole batch.
CLAWSWEEPER_MAX_LIVE_WORKERS=50 pnpm run repair:dispatch -- jobs/openclaw/inbox/cluster-example.md \
  --mode autonomous \
  --runner blacksmith-4vcpu-ubuntu-2404 \
  --execution-runner blacksmith-16vcpu-ubuntu-2404

# Find failed cluster jobs that have not been superseded by a later success.
pnpm run repair:self-heal

# Resolve a job from a run id or job path and show the requeue plan.
pnpm run repair:requeue -- 24947178021

# Requeue one reviewed job/run into the live queue. This briefly opens both
# write gates when the job is execute/autonomous, waits for the run to start,
# then closes the gates.
pnpm run repair:requeue -- 24947178021 --execute --open-execute-window \
  --runner blacksmith-4vcpu-ubuntu-2404 \
  --execution-runner blacksmith-16vcpu-ubuntu-2404

# Execute a reviewed fix artifact locally. Requires both execution gates and a write token.
CLAWSWEEPER_ALLOW_EXECUTE=1 CLAWSWEEPER_ALLOW_FIX_PR=1 pnpm run repair:execute-fix -- jobs/openclaw/inbox/cluster-example.md --latest --dry-run

# Rebuild the open ClawSweeper PR finalization report without mutating GitHub.
pnpm run repair:finalize-open-prs -- --write-report

# Dry-run maintainer comment routing. Recognizes `/clawsweeper ...`,
# `@clawsweeper ...`, and `@openclaw-clawsweeper ...` in recent issue/PR comments.
pnpm run repair:comment-router -- --repo openclaw/openclaw --lookback-minutes 180

# Execute maintainer comment routing: post replies, dispatch re-reviews, and
# dispatch repair workers for existing ClawSweeper PRs when maintainers ask for
# `fix ci`, `address review`, or `rebase`.
pnpm run repair:comment-router -- --repo openclaw/openclaw --execute --wait-for-capacity

# Dry-run job hygiene: classify old smoke jobs, outbox-ready jobs, unprocessed
# jobs, and requeue candidates without deleting, moving, or dispatching.
pnpm run repair:sweep-openclaw-jobs -- --live

# Apply reviewed job hygiene. This deletes old smoke jobs, moves finalized jobs
# to jobs/openclaw/outbox/finalized, and parks never-run backlog in
# jobs/openclaw/outbox/stuck; it never dispatches workers.
pnpm run repair:sweep-openclaw-jobs -- --live --apply-delete-tests --apply-outbox --apply-stuck

# Dry-run a parked-backlog promotion from outbox/stuck back into inbox.
pnpm run repair:promote-stuck-jobs -- --limit 20

# Promote the largest parked-backlog jobs into the active queue.
pnpm run repair:promote-stuck-jobs -- --sort size --limit 20 --apply

# Promote every parked-backlog job, largest clusters first.
pnpm run repair:promote-stuck-jobs -- --sort size --limit all --apply

# Dry-run the ClawSweeper label backfill. This verifies live GitHub state and
# reports the exact PRs/issues that would receive the "clawsweeper" label.
pnpm run repair:tag-clawsweeper -- --live

# Apply the label backfill after reviewing the dry-run report.
CLAWSWEEPER_ALLOW_EXECUTE=1 pnpm run repair:tag-clawsweeper -- --live --apply

# Retry failed jobs once. This briefly opens the execution gate, waits for the
# dispatched workers to start, records the self-heal ledger, and closes the gate.
pnpm run repair:self-heal -- --execute --open-execute-window --max-jobs 5 \
  --max-live-workers 50 \
  --runner blacksmith-4vcpu-ubuntu-2404 \
  --execution-runner blacksmith-16vcpu-ubuntu-2404

#Checks

pnpm run repair:validate
pnpm run check
pnpm run repair:review-results -- .clawsweeper-repair/runs
pnpm run repair:publish-result -- .clawsweeper-repair/runs
git diff --check

#GitHub Actions Setup

The workflow needs:

Codex/OpenAI authentication for model execution
a read-only GitHub token for worker inspection
a separate write-scoped GitHub token for the deterministic applicator
execution gates that default closed: set CLAWSWEEPER_ALLOW_EXECUTE=1 and CLAWSWEEPER_ALLOW_FIX_PR=1 only for an intentional execution window; otherwise execute/autonomous dispatches render plan-only output and skip mutation steps
merge is separately gated by CLAWSWEEPER_ALLOW_MERGE; automerge additionally requires CLAWSWEEPER_ALLOW_AUTOMERGE; both default to 0, and merge-ready PRs are labeled clawsweeper:human-review and clawsweeper:merge-ready for a maintainer to merge manually
optional CLAWSWEEPER_CODEX_CLI_VERSION variable to pin and refresh the cached Codex CLI
optional CLAWSWEEPER_MODEL override for dispatch scripts; default Codex

model is gpt-5.5; repair workers default to high reasoning on the fast service tier, and accidental xhigh reasoning overrides are normalized back to high

optional CLAWSWEEPER_MAX_LIVE_WORKERS variable for dispatch/requeue/self-heal worker fan-out; default is 50
optional CLAWSWEEPER_MAX_ACTIVE_PRS_PER_AREA variable for replacement PR backpressure; default is 50 open ClawSweeper PRs per touched area, 0 disables the area cap, and common changelog/release-note files are ignored for this check
ClawSweeper commit-finding repair PRs are labeled clawsweeper:commit-finding
optional CLAWSWEEPER_CODEX_TIMEOUT_MS, CLAWSWEEPER_FIX_CODEX_TIMEOUT_MS,

and CLAWSWEEPER_FIX_STEP_TIMEOUT_MS variables; worker planning defaults to 30 minutes, while fix execution defaults to a 20 minute per-Codex-call budget inside a 40 minute executor budget. The cluster execute job keeps a 45 minute timeout and a 40 minute execute-step cap so long edit/test passes still leave room for internal /review, post-flight, and timeout artifact upload instead of falling into a 30-second review floor near the end of the run.

If a contributor branch changes while a repair is preparing its push, the

executor records requeue_required: true and the same workflow dispatches a fresh repair run for the latest head after publishing the result. This keeps the force-with-lease guard intact without waiting for a later scheduled sweep.

optional CLAWSWEEPER_NETWORK_COMMAND_TIMEOUT_MS variable; repair execution

uses bounded Git/GitHub network calls so a stuck clone, fetch, push, or API request fails in time for the executor to write a blocked report and upload debug artifacts. CLAWSWEEPER_GIT_NETWORK_TIMEOUT_MS and CLAWSWEEPER_GH_COMMAND_TIMEOUT_MS can override the Git and GitHub CLI portions separately.

optional CLAWSWEEPER_CODEX_REVIEW_ATTEMPTS and CLAWSWEEPER_RESOLVE_REVIEW_THREADS variables for agentic merge-prep review loops; the review attempt default is 4, giving the first review plus up to three Codex review-fix rounds before the run blocks
optional CLAWSWEEPER_MAX_REPAIRS_PER_PR and

CLAWSWEEPER_MAX_REPAIRS_PER_HEAD variables for trusted ClawSweeper review feedback; defaults are 10 automatic repair iterations per PR and 1 repair per PR head SHA. The per-PR cap is total across changing head SHAs and stops the automatic review/repair loop.

In-flight branch repair workers re-fetch the live PR before mutation and block

if clawsweeper:human-review is present, so a trusted needs-human verdict or maintainer stop wins over stale queued repair jobs.

optional CLAWSWEEPER_COMMENT_ROUTER_EXECUTE=1 to let the scheduled comment

router respond to maintainer-only /clawsweeper ... and @clawsweeper ... / @openclaw-clawsweeper ... commands. Without it, scheduled runs only write a dry report.

Keep exact secret names, token scopes, and execution-window procedures in private operations docs or repository settings notes. Do not put token values or live operational credentials in job files.