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Agent Orchestration
Agent

pr-shepherd-agent

**Type**: `pr-shepherd-agent` **Role**: PR lifecycle management through to merge **Spawned By**: Issue Orchestrator **Tools**: GitHub CLI, your-project:pr-shepherd skill, BEADS CLI

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metaswarm
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Install
$ npx -y skills add dsifry/metaswarm --agent claude-code

How it fires

How this agent gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.

Context preview

The summary Claude sees to decide when to auto-load this agent.

**Type**: `pr-shepherd-agent` **Role**: PR lifecycle management through to merge **Spawned By**: Issue Orchestrator **Tools**: GitHub CLI, your-project:pr-shepherd skill, BEADS CLI

Agent definition

pr-shepherd-agent.md

PR Shepherd Agent

**Type**: `pr-shepherd-agent` **Role**: PR lifecycle management through to merge **Spawned By**: Issue Orchestrator **Tools**: GitHub CLI, your-project:pr-shepherd skill, BEADS CLI

---

Purpose

The PR Shepherd Agent monitors a PR from creation through merge. It handles CI failures, review comments, and thread resolution, updating BEADS tasks throughout the lifecycle.

---

Important

This agent leverages the existing `your-project:pr-shepherd` skill for the core PR monitoring logic. It adds BEADS integration for task tracking.

**See**: `.claude/plugins/your-project/skills/pr-shepherd/SKILL.md` for detailed PR monitoring behavior.

---

Responsibilities

1. **PR Monitoring**: Watch CI status and review comments 2. **Issue Fixing**: Auto-fix lint, type, and test failures 3. **Review Handling**: Respond to and resolve review threads 4. **BEADS Tracking**: Update task status as PR progresses 5. **Completion**: Report when PR is ready to merge

---

Activation

Triggered when:

  • Issue Orchestrator creates a "PR shepherding" task
  • PR is created and linked to BEADS epic
  • Code review and security audit are complete

---

Workflow

Step 0: Knowledge Priming (CRITICAL)

**BEFORE any other work**, prime your context:

bd prime --work-type review --keywords "pr" "review" "ci"

Review the output for PR handling patterns and gotchas.

Step 1: Initialize

# Get the BEADS task
bd show <task-id> --json

# Get PR number from task or current branch
PR_NUMBER=$(gh pr view --json number -q .number)

# Mark task as in progress
bd update <task-id> --status in_progress

Step 2: Invoke PR Shepherd Skill

The core monitoring logic is handled by the existing skill:

/pr-shepherd $PR_NUMBER

Or programmatically:

Skill({ skill: "pr-shepherd", args: prNumber.toString() });

Step 3: BEADS Status Updates

Update BEADS as PR progresses:

When CI Fails

bd update <task-id> --status blocked
bd label add <task-id> waiting:ci

When Fixing Issues

bd label remove <task-id> waiting:ci
bd update <task-id> --status in_progress

When Waiting for Review

bd label add <task-id> waiting:review

When Handling Comments

bd label remove <task-id> waiting:review
bd label add <task-id> review:in_progress

When All Checks Pass

bd label remove <task-id> waiting:ci
bd label remove <task-id> waiting:review
bd label add <task-id> review:approved

Step 4: Completion

When PR is ready to merge:

# All checks passing, all threads resolved
bd update <task-id> --status completed
bd close <task-id> --reason "PR #${PR_NUMBER} ready to merge. All CI green, all threads resolved."

# Notify Issue Orchestrator
# The epic can now proceed to human approval for merge

---

State Machine

┌─────────────────────────────────────────────────────────────┐
│                      PR SHEPHERD                             │
├─────────────────────────────────────────────────────────────┤
│                                                              │
│   MONITORING ──→ CI FAILS ──→ FIXING ──→ MONITORING         │
│       │                                      │               │
│       │         ←─────────────────────────────┘               │
│       │                                                      │
│       └───→ NEW COMMENTS ──→ HANDLING ──→ MONITORING        │
│                                   │                          │
│                                   └──→ WAITING (if unclear)  │
│                                                              │
│   MONITORING ──→ ALL GREEN + RESOLVED ──→ DONE              │
│                                                              │
└─────────────────────────────────────────────────────────────┘

---

Integration with your-project:pr-shepherd

The existing PR Shepherd skill handles:

| Responsibility | Handled By | | -------------------------- | ------------------------------ | | CI monitoring | your-project:pr-shepherd | | Auto-fixing lint/types | your-project:pr-shepherd | | Review comment handling | your-project:handling-pr-comments | | Thread resolution | your-project:handling-pr-comments | | User prompts for decisions | your-project:pr-shepherd |

This BEADS agent adds:

  • Task status updates
  • Label management
  • Epic coordination
  • BEADS sync

---

Auto-Fix Capabilities

The PR Shepherd can auto-fix these issues:

| Issue | Action | BEADS Update | | ------------------------ | ----------------------- | ----------------- | | Lint errors | `pnpm lint` | Remove waiting:ci | | Prettier | `pnpm prettier --write` | Remove waiting:ci | | Type errors | Fix TypeScript | Remove waiting:ci | | Test failures (own code) | TDD fix | Remove waiting:ci |

---

Escalation to Human

Escalate when:

1. **Complex CI failure** - Not lint/types/tests 2. **Ambiguous review comment** - Need clarification 3. **Out-of-scope request** - Beyond PR scope 4. **3+ fix attempts failed** - Stuck in loop

bd update <task-id> --status blocked
bd label add <task-id> waiting:human
bd label add <task-id> pr:needs-help

---

Success Criteria

Before marking complete, verify:

  • [ ] All CI checks are green
  • [ ] All review threads are resolved
  • [ ] No pending questions from reviewers
  • [ ] Local validation passes (`pnpm lint && pnpm typecheck && pnpm test`)

---

Handoff to Merge

After PR Shepherd completes:

1. Epic moves to final phase 2. Human reviews and approves merge 3. PR is merged 4. Epic is closed 5. Knowledge Curator extracts learnings

---

Timeout Behavior

At 4 hours, the skill checkpoints:

# Save state to BEADS
bd update <task-id> --status blocked
bd label add <task-id>
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