orchestrated-execution
SkillDev toolsRuns coding tasks through a four-phase workflow of implementing, validating, reviewing, and committing with quality checks.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the orchestrated-execution skill
About this capability
Execute work units through the rigorous 4-phase Metaswarm cycle (Implement -> Validate -> Adversarial Review -> Commit) with independent quality gate enforcement.
What this skill tells your AI
The instructions your AI receives, as published by a5c-ai/babysitter in library/methodologies/metaswarm/skills/orchestrated-execution/SKILL.md and read by ahel’s review.
- Executing tasks requiring rigorous quality enforcement
- When TDD compliance must be verified independently
Process
- IMPLEMENT - Coder executes via TDD against spec with DoD items
- VALIDATE - Orchestrator independently runs tsc, eslint, vitest (never trusts subagent)
- ADVERSARIAL REVIEW - Fresh reviewer checks spec compliance: binary PASS/FAIL with evidence
- COMMIT - Only after adversarial PASS, within declared file scope
Anti-Patterns (Enforced)
- Self-certifying (trusting subagent "tests passed" claims)
- Combining phases into single steps
- Reusing reviewers after FAIL
- Passing previous review findings to new reviewers
- Treating quality gate failures as advisory
Agents Used
agents/coder/- TDD implementationagents/code-reviewer/- Fresh adversarial reviewagents/issue-orchestrator/- Independent validation
Tool Use
Invoke via babysitter process: methodologies/metaswarm/metaswarm-execution-loop
Signals
- GitHub stars
- 2k
- Forks
- 106
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
orchestrated-execution- Source
- github.com/a5c-ai/babysitter