Parallel orchestration

Skill a5c-ai/babysitter/library/methodologies/ccpm/skills/parallel-orchestration

Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

Install

npx -y skills add a5c-ai/babysitter --skill parallel-orchestration

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SKILL.md

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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

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