plan-review-gate

SkillDev tools

Has three independent AI reviewers critique your agent's plan for feasibility, completeness, and scope before it's shown to you.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the plan-review-gate skill

About this capability

Adversarial plan review by 3 independent reviewers (Feasibility, Completeness, Scope & Alignment) before presenting to user.

What this skill tells your AI

The instructions your AI receives, as published by a5c-ai/babysitter in library/methodologies/metaswarm/skills/plan-review-gate/SKILL.md and read by ahel’s review.

  • Before presenting a plan for user approval
  • When validating work unit decomposition quality

Process

  1. Feasibility Reviewer - Can this plan actually be implemented? Technical viability, resource requirements, timeline reality
  2. Completeness Reviewer - Does the plan cover everything? Missing edge cases, untested paths, incomplete DoD items
  3. Scope & Alignment Reviewer - Does the plan match the issue? Scope creep detection, requirement traceability

All 3 must PASS before the plan is presented.

Key Rules

  • Reviewers operate independently (no shared context)
  • Each provides a binary PASS/FAIL verdict
  • Findings include specific references to plan sections
  • Failed plans require revision before re-review

Tool Use

Invoke as part of: methodologies/metaswarm/metaswarm-orchestrator (Phase 1b)

Signals

GitHub stars
2k
Forks
106
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
plan-review-gate
Source
github.com/a5c-ai/babysitter