Skill

pr-shepherd

Monitor a PR through to merge — handle CI failures, review comments, and thread resolution automatically until all checks pass

From metaswarm
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npx claudepluginhub dsifry/metaswarm-marketplace --plugin metaswarm
Tool Access

This skill uses the workspace's default tool permissions.

Supporting Assets
View in Repository
guides/agent-coordination.md
Skill Content

pr-shepherd

Use when a PR has been created and needs to be monitored through to merge - handles CI failures, review comments, and thread resolution automatically until all checks pass and all threads are resolved.

IMPORTANT: This skill is designed for the agent working in a worktree, NOT the orchestrator. The agent handles its own PR monitoring so the orchestrator remains free for other work.

Coordination Mode Note

This skill supports both coordination modes:

  • Task Mode (default): Runs as a single long-running Task() with run_in_background: true. Orchestrator checks via TaskOutput(block: false).
  • Team Mode: Runs as a persistent shepherd teammate in the issue-{number} team. Sends async status updates via SendMessage (CI failure, review comments, all-green, PR merged). Orchestrator can respond with instructions (e.g., "defer that comment, create an issue instead"). Responds to shutdown_request for graceful exit.

All monitoring, fixing, and review handling logic is identical in both modes. See ./guides/agent-coordination.md for mode detection.


When to Activate

Activate this skill when ANY of these conditions are true:

  • Agent just created a PR with gh pr create
  • User asks to "shepherd", "monitor", or "see through" a PR
  • User invokes /pr-shepherd <pr-number>
  • User asks to "watch this PR" or "handle this PR until it's merged"
  • Orchestrator spawned you with instructions to shepherd a PR
  • Automatic: bin/create-pr-with-shepherd.sh was used (outputs shepherd instructions)

Automatic Activation via Wrapper Script

When bin/create-pr-with-shepherd.sh creates a PR, it outputs shepherd instructions:

==========================================
  PR Shepherd Active for PR #123
==========================================

The pr-shepherd skill will:
  - Monitor CI/CD status
  - Auto-fix lint, type, and test issues
  - Handle review comments
  - Resolve threads after addressing feedback
  - Report when PR is ready to merge

To manually invoke shepherd later:
  /pr-shepherd 123

When you see this output, immediately invoke the pr-shepherd skill with the PR number shown.

Announce at Start

"I'm using the pr-shepherd skill to monitor this PR through to merge. I'll watch CI/CD, handle review comments, and fix issues as they arise."

For Orchestrators: Spawning Agents with PR Shepherding

When spawning an agent to work in a worktree, include PR shepherding in the task prompt:

Work in worktree at /path/to/worktree on branch feature/xyz.

Task: [describe the implementation task]

After creating the PR:
1. Use the pr-shepherd skill to monitor it through to merge
2. Handle CI failures and review comments autonomously
3. Only escalate to orchestrator for complex issues requiring user input
4. Report back when PR is ready to merge or if blocked

Run in background so I can continue other work.

Key principle: The agent owns its PR lifecycle. The orchestrator spawns and forgets, checking back via AgentOutputTool when needed.

State Machine

The agent operates in one of these states:

MONITORING → FIXING → MONITORING → WAITING_FOR_USER → FIXING → MONITORING → DONE
StateWhat HappensExit When
MONITORINGPoll CI and reviews every 60s in backgroundCI fails, new comments, all done, or need help
FIXINGFix issues using TDD, run local validationLocal validation passes OR need user guidance
HANDLING_REVIEWSInvoke handling-pr-comments skillComments handled OR need user input
WAITING_FOR_USERPresent options, wait for user decisionUser responds
DONEAll CI green + all threads resolvedExit successfully

Phase 1: Initialize

# Get PR info
PR_NUMBER=$(gh pr view --json number -q .number 2>/dev/null)
OWNER=$(gh repo view --json owner -q .owner.login)
REPO=$(gh repo view --json name -q .name)

# If no PR on current branch, check if number was provided
if [ -z "$PR_NUMBER" ]; then
  echo "No PR found for current branch. Provide PR number."
  exit 1
fi

echo "Shepherding PR #$PR_NUMBER"

Phase 2: Monitoring Loop (Background)

Run GTG every 60 seconds as the single source of truth for PR readiness:

Primary Check: GTG (Good-To-Go)

GTG consolidates CI status, comment classification, and thread resolution into one call. Use it instead of separate API queries.

# Primary readiness check — structured JSON output
GTG_RESULT=$(gtg $PR_NUMBER --repo "$OWNER/$REPO" --format json \
  --exclude-checks "Merge Ready (gtg)" \
  --exclude-checks "CodeRabbit" \
  --exclude-checks "Cursor Bugbot" \
  --exclude-checks "claude" 2>&1)

STATUS=$(echo "$GTG_RESULT" | jq -r '.status')
ACTION_ITEMS=$(echo "$GTG_RESULT" | jq -r '.action_items[]?' 2>/dev/null)
CI_STATE=$(echo "$GTG_RESULT" | jq -r '.ci_status.state')

GTG statuses:

StatusMeaningAgent Action
READYAll CI green, all threads resolved→ DONE
ACTION_REQUIREDActionable comments need fixes→ HANDLING_REVIEWS (use action_items)
UNRESOLVED_THREADSReview threads still open→ HANDLING_REVIEWS
CI_FAILINGOne or more CI checks failing→ FIXING
ERRORCouldn't fetch PR dataRetry after 60s, escalate after 3 retries

GTG reports, agents act: GTG does not resolve threads or fix code — it only tells you what's blocking. After addressing feedback, you must resolve threads yourself using the GraphQL mutation in handle-pr-comments.md (Section 3). GTG will report READY on the next poll once threads are resolved.

Evaluate State Transitions

if STATUS == "READY":
  → DONE

if STATUS == "CI_FAILING":
  → Parse action_items for specific failures
  → if is_simple_failure(failure): FIXING
  → else: WAITING_FOR_USER

if STATUS == "ACTION_REQUIRED" or STATUS == "UNRESOLVED_THREADS":
  → HANDLING_REVIEWS (action_items tells you exactly what to fix)

if STATUS == "ERROR":
  → Retry, then escalate

Fallback: Manual Checks

If GTG is unavailable (e.g., not installed in environment), fall back to manual queries:

# CI status
FAILED_CHECKS=$(gh pr checks $PR_NUMBER --json name,conclusion --jq '[.[] | select(.conclusion == "FAILURE")] | length')

# Unresolved threads
UNRESOLVED=$(gh api graphql -f query='
  query($owner: String!, $repo: String!, $pr: Int!) {
    repository(owner: $owner, name: $repo) {
      pullRequest(number: $pr) {
        reviewThreads(first: 100) {
          nodes { isResolved }
        }
      }
    }
  }
' -f owner="$OWNER" -f repo="$REPO" -F pr="$PR_NUMBER" \
  --jq '[.data.repository.pullRequest.reviewThreads.nodes[] | select(.isResolved == false)] | length')

Re-triggering GTG CI Check

When threads are resolved but the Merge Ready (gtg) GitHub Actions check is stale:

gh workflow run gtg.yml -f pr_number=$PR_NUMBER

Phase 3: Fixing Issues

Simple Issues (Auto-fix)

These can be fixed without user approval:

  • Lint failures → run linter
  • Prettier failures → run formatter
  • Type errors → fix the types
  • Test failures in code YOU wrote → fix using TDD

Complex Issues (Need Approval)

These require user input BEFORE fixing:

  • Test failures in code you didn't write
  • Infrastructure/config failures
  • Ambiguous errors
  • Anything you're uncertain about

FIXING State Rules

  1. Use TDD - Invoke superpowers:test-driven-development for code changes
  2. Kill stale test runners - Run pkill -f vitest 2>/dev/null || true before test runs
  3. Stay until green - Don't leave FIXING until pnpm lint && pnpm typecheck && pnpm test --run && pnpm test:coverage all pass
  4. Only push when verified - Never push code that fails local validation or coverage thresholds
  5. Return to MONITORING after push - Let CI run, continue monitoring
# Kill stale vitest processes before running tests
pkill -f vitest 2>/dev/null || true

# After fixing, always validate locally (including coverage)
pnpm lint && pnpm typecheck && pnpm test --run && pnpm test:coverage

# Only push if all pass (including coverage thresholds)
git add -A && git commit -m "fix: <description>" && git push

Phase 4: Handling Reviews

When new review comments are detected:

  1. Invoke the handling-pr-comments skill
  2. That skill handles categorization, fixes, responses, and thread resolution
  3. CRITICAL: The handling-pr-comments skill includes an iteration loop
  4. ALL threads must be resolved before returning to MONITORING
  5. If a thread cannot be resolved (needs clarification from reviewer), query the comment author asking for follow-up
  6. Return to MONITORING only when:
    • All threads are resolved, AND
    • Post-push verification confirms NO new comments appeared

Iteration Enforcement

THE #1 FAILURE MODE: Returning to MONITORING after one pass without checking for new comments.

The handling-pr-comments skill's Phase 7 (Post-Push Iteration Check) MUST complete successfully before exiting HANDLING_REVIEWS state. The skill will iterate automatically:

HANDLING_REVIEWS:
  → handling-pr-comments skill (Phases 1-7)
  → IF Phase 7 finds new comments: skill re-runs Phases 1-7
  → IF Phase 7 confirms no new comments: exit to MONITORING

DO NOT manually override or skip Phase 7. If you find yourself tempted to skip iteration, you're about to make the #1 mistake.

Out-of-Scope Comments

Reviewers may leave comments on code outside the PR diff. The handling-pr-comments skill handles these, but key points:

  • Treat out-of-scope as IN SCOPE by default - respect reviewer feedback
  • Use ultrathink to evaluate if fixes are quick (< 30 min, < 3 files)
  • If simple: fix immediately and note it was outside original scope
  • If complex: create a GitHub issue and link it in the thread response
  • Always respond and resolve - never leave out-of-scope threads hanging

Phase 5: Waiting for User

When user input is needed, ALWAYS:

  1. Present the situation clearly
  2. Offer 2-4 options with pros/cons
  3. State your recommendation
  4. Allow user to choose OR provide their own approach

Template

[Describe what happened]

**Options:**

1. **[Option name]** (Recommended)
   - [What it involves]
   - Pros: [benefits]
   - Cons: [drawbacks]

2. **[Option name]**
   - [What it involves]
   - Pros: [benefits]
   - Cons: [drawbacks]

3. **[Option name]**
   - [What it involves]
   - Pros: [benefits]
   - Cons: [drawbacks]

Which approach would you like? (Or describe a different approach)

After User Responds

  • If user picks a numbered option → proceed with that approach → FIXING
  • If user describes alternative → proceed with their approach → FIXING

Phase 6: Soft Timeout (4 Hours)

At 4 hours elapsed, pause and checkpoint:

**PR Shepherd Checkpoint** (4 hours elapsed)

Current status:
- CI: [status]
- Threads: [X] resolved, [Y] unresolved
- Commits: [N] fix commits pushed

**Options:**

1. **Keep monitoring** (Recommended)
   - Continue for another 4 hours
   - Pros: PR may get reviewed soon
   - Cons: Ties up agent resources

2. **Exit with handoff**
   - Save status report, exit cleanly
   - Pros: Frees resources
   - Cons: Must manually re-invoke later

3. **Set shorter check-in**
   - Check back in 1 hour instead of 4
   - Pros: More frequent checkpoints
   - Cons: More interruptions

What would you like to do? (Or describe a different approach)

Exit Conditions

Success (DONE)

Exit successfully when ALL are true:

  • All CI checks passing
  • Every single code review comment has been addressed (fix or explanation -- NONE ignored)
  • All review threads resolved (zero unresolved)
  • No pending questions
  • PR squash-merged to main (not just "ready to merge" -- actually merged)

Report:

**PR #[number] Ready to Merge**

- CI: All checks passing
- Reviews: All threads resolved
- Commits: [N] total ([M] fix commits)

The PR is ready for final approval and merge.

Post-Completion RAM Cleanup

After the PR is merged and knowledge extraction tasks are created, invoke automatic RAM cleanup to free resources:

/auto-ram-cleanup

Why: Development processes (test runners, build watchers, language servers) accumulate during PR work. Cleaning up after merge frees memory for the next task.

What stays running:

  • Docker containers (needed for database/services)
  • Essential IDE processes

What gets cleaned:

  • Orphaned test runners (vitest, jest)
  • Build watchers no longer needed
  • Duplicate language server instances
  • Other development tool cruft

Phase 7: Post-Merge Verification & Fallback Knowledge Extraction

Primary path: Self-reflect should have already run pre-PR (see orchestrated-execution section 8.5), with knowledge base changes committed as part of the PR. This phase verifies that happened and handles the fallback case.

Fallback: If self-reflect was NOT run pre-PR (e.g., PR was created outside the orchestrated workflow), create a blocking task for knowledge extraction after merge.

When PR is Merged

After detecting that the PR has been merged (or after user merges it):

# Check if PR was merged
MERGED=$(gh pr view $PR_NUMBER --json merged -q .merged)

if [ "$MERGED" = "true" ]; then
  # Create a task for knowledge curation
  # Use your project's task tracking system
  echo "Create task: Curate learnings from PR #$PR_NUMBER"

  # If there's an associated epic, add this task as a blocker
  # (The epic can't close until learnings are extracted)
fi

Note: Self-reflect (/self-reflect) should have already run BEFORE the PR was created (see orchestrated-execution skill, section 8.5). If it was skipped, run it now as a fallback — but the preferred time is pre-PR while implementation context is freshest.

Report to User

When creating the curation task:

**PR #[number] Merged Successfully**

Created blocking task: [CURATION_TASK_ID]
- Title: "Curate learnings from PR #[number]"
- Status: pending
- Blocker for: [epic if applicable]

To extract learnings, invoke:
```
/curate-pr-learnings [number]
```

The command will:
1. Fetch PR comments (deterministic script)
2. AI analyzes and extracts learnings (your job)
3. Store validated learnings (deterministic script)

Then close the task.

Why This Matters

  1. Security: Webhook-triggered code execution is an attack surface. CLI/agent invocation is safer.
  2. Blocking Task: The epic can't close until learnings are extracted, ensuring knowledge capture.
  3. Agent Autonomy: An agent can pick up the curation task and process it.
  4. Human Oversight: Human can also run curation manually via the CLI script.

For Epic Completions: Extract Conversation Learnings

When this PR completes an epic (closes the last blocking task), you MUST also extract learnings from conversation history. Feature work often contains the richest architectural discussions.

Detect epic completion:

Note: This pattern assumes single-epic workflows. If multiple epics are in-progress, .[0] selects the first one, which may not be the epic related to this PR. For multi-epic projects, correlate the PR's task to its blocking epic manually.

# Check if this PR closes an epic (assumes single in-progress epic)
# Use your project's task tracking system to check epic status

If epic is completing:

  1. Create a task for conversation extraction

  2. Report the task to user:

    **Epic Completion Detected**
    
    This PR completes the epic. Created conversation extraction task.
    
    Before closing the epic, extract learnings from conversations.
    

Why extract from conversations?

  • Strategic insights: Architectural decisions, trade-offs discussed
  • Debugging discoveries: Root causes found after hours of investigation
  • Non-obvious behaviors: "It turns out that..." moments
  • Integration quirks: API behaviors that caused issues

These learnings are often NOT in code review comments - they're in the back-and-forth conversation.

Timeout with Handoff

If user chooses to exit at checkpoint:

**PR #[number] Shepherd Handoff**

Status at exit:
- CI: [status]
- Threads: [X] resolved, [Y] unresolved
- Last activity: [timestamp]

To resume: `/pr-shepherd [number]`

Skills Invoked

SituationSkill
New review commentshandling-pr-comments
Code changes neededsuperpowers:test-driven-development
Complex debuggingsuperpowers:systematic-debugging

Mandatory Pre-Completion Check

BLOCKING: You MUST run this script and show its output before declaring ANY PR ready:

bin/pr-comments-check.sh <PR_NUMBER>

This script:

  • Returns exit code 0 if all comments addressed
  • Returns exit code 1 if ANY unaddressed comments exist
  • Shows status for each comment

If the script shows ANY unaddressed comments, you are NOT done. Address each unaddressed comment:

For EACH top-level comment (where in_reply_to_id is null) without a reply:

  1. If actionable → Fix it and reply confirming the fix
  2. If out-of-scope → Reply explaining deferral (create issue if needed)
  3. If disagree → Reply with reasoning
  4. NEVER ignore silently

A PR is NOT ready until every top-level comment has been addressed with a reply.

Verification Checklist

Before exiting DONE state:

  • All CI checks are green
  • All review threads are resolved
  • No pending user questions
  • Final status reported to user

After PR is merged (Phase 7):

  • Created task for knowledge curation
  • Added task as blocker to epic (if applicable)
  • Reported curation task ID to user
  • Verified /self-reflect ran pre-PR (if not, run it now as fallback)

After all post-merge tasks complete:

  • Ran /auto-ram-cleanup to free development resources
  • Confirmed Docker containers still running (if needed)

Common Mistakes

#1 MISTAKE: Returning to MONITORING without checking for NEW comments

  • After pushing a fix and responding to threads, you MUST run Phase 7
  • Automated reviewers (CodeRabbit, Cursor) analyze every commit
  • NEW comments often appear within 1-2 minutes of your push
  • If you skip Phase 7, you'll miss the new comments and declare complete prematurely

Pushing without local validation

  • NEVER push code that hasn't passed pnpm lint && pnpm typecheck && pnpm test --run && pnpm test:coverage

Auto-fixing complex issues

  • If uncertain, ASK. Always go through WAITING_FOR_USER for complex issues.

Forgetting to invoke handling-pr-comments

  • When new comments arrive, delegate to that skill. Don't handle comments inline.

Not presenting options to user

  • Always give 2-4 options with pros/cons. Never just ask "what should I do?"

Leaving FIXING state early

  • Stay in FIXING until local validation passes. Don't assume a fix worked.

Skipping the handling-pr-comments iteration loop

  • The skill has Phases 1-7 with an explicit iteration loop
  • Phase 7 checks for new comments after your fix push
  • If Phase 7 finds new comments, the skill loops back to Phase 1
  • DO NOT exit early - let the skill complete its full iteration
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Last CommitMar 1, 2026