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Automation
Skill

/parallel-orchestration

Coordinate multiple specialized agents across parallel work streams with quality gates and conflict resolution.

From plugin
babysitter
1.8k200 skills3 agents21 commands1 MCP
Install
$ npx -y skills add a5c-ai/babysitter --skill parallel-orchestration --agent claude-code

How it fires

How this skill 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.
  • Slash command/parallel-orchestration

Context preview

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

Coordinate multiple specialized agents across parallel work streams with quality gates and conflict resolution.

SKILL.md

parallel-orchestration.SKILL.md
graph:
  domains: [domain:software-engineering]
  skillAreas: [skill-area:agentic-loops, skill-area:orchestration-loop]
  workflows: [workflow:feature-development]
  topics: [topic:developer-experience]
  roles: [role:tech-lead, role:backend-engineer]

Parallel Orchestration

Coordinate multiple specialized agents across parallel work streams with quality gates and conflict resolution.

Agents

  • Database Engineer - `database-engineer`
  • API Developer - `api-developer`
  • UI Developer - `ui-developer`
  • Test Engineer - `test-engineer`
  • Documentation Writer - `documentation-writer`

Workflow

1. Prepare execution plan with stream batches 2. Dispatch specialized agents per stream (ctx.parallel.all) 3. Execute tasks sequentially within each stream 4. Quality gate after each task with convergence loop (max 3 iterations) 5. Check for cross-stream conflicts 6. Resolve conflicts if found 7. Run integration verification 8. Merge stream results

Inputs

  • `tasks` - Tasks from decomposition phase
  • `streams` - Work stream definitions
  • `qualityThreshold` - Minimum quality score (default: 80)
  • `maxParallel` - Maximum parallel streams (default: 5)
  • `githubRepo` - GitHub repo for progress sync (optional)

Outputs

  • Per-stream execution results
  • Integration verification report
  • Conflict detection and resolution report
  • Merge result

Agent Dispatch (5-12 parallel agents per issue)

Agents are dispatched based on stream type:

  • `database` -> `database-engineer`
  • `api` -> `api-developer`
  • `ui` -> `ui-developer`
  • `testing` -> `test-engineer`
  • `docs` -> `documentation-writer`
  • `infrastructure` -> `architect`

Process Files

  • `ccpm-parallel-execution.js` - Standalone parallel execution
  • `ccpm-orchestrator.js` - Phase 5 of full lifecycle
Read more
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Enforce obedience on agentic workforces. Manage extremely complex workflows through deterministic, hallucination-free self-orchestration.

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