Evaluates a skill library to identify which SKILL.md files would produce valuable autonomous agents when converted via /formula-create. Use when assessing a repository of skills for agent creation candidates, prioritizing which skills to convert to formulas, or auditing an existing agent roster for gaps.
Generate or refresh /docs/architecture/ — the current-state source of architectural truth for this codebase, grounded in code and git history (NOT in .designs/). Produces an anchor-dense corpus (invariants.md, idioms.md, trust-boundaries.md, seams.md, subsystems/.md, history.md, gaps.md) plus a high-level overview…
Validate the architectural ALTITUDE of a stated root cause or proposed fix before peer review or implementation. Interrogates the frame itself — whether the concern exists because of an abstraction that could be removed — before mapping enforcement sites within the concern. Tests whether a different boundary could…
Audits a documentation file line-by-line against the actual codebase, proving every factual claim with source file and line number citations. Produces a structured evidence table, applies corrections for inaccuracies, then verifies corrections are themselves accurate. Use when a user asks to review, audit, refresh, or…
Create a new agentfactory formula from a description or SKILL.md file. Generates a properly structured TOML formula with steps, dependencies, inputs, and iteration mechanisms. When given a SKILL.md, preserves phase gates as separate formula steps with enforcement language.
Creates well-documented GitHub issues (or comments on existing ones) from problems discussed in conversation. Investigates the codebase to map affected layers, files, and data flow, then writes up findings with acceptance criteria — without prescribing fixes. Use when a conversation has identified a problem that needs…
Improve an agent's formula TOML based on post-execution learnings. Use after a formula run required manual intervention, produced incorrect artifacts, or left cleanup work for the operator. Classifies the failure type, scans for sibling vulnerabilities, selects the appropriate fix pattern, and surgically inserts…
Lean, adaptive implementation skill that classifies task complexity and scales process accordingly. Uses native Claude Code sub-agents and checkpoints for speed and token efficiency while maintaining quality gates.
Perform scientific peer review of a rootcauseanalysis.md document, validating all claims with independent verification. Appends review findings without modifying original content.
Challenges the quality of any completed review or assessment to determine what would achieve six-sigma (99.9999%) quality outcome. Works with scored reviews (X/10), qualitative reviews (PASS/FAIL), or unstructured assessments. Identifies gaps, independently discovers missed issues, stress-tests each proposed…