Interrogate the plan, capture what survived, implement it in any session — a chat-first task plugin for Claude Code.
Agent Claude Code
Read-only improver for the Clarity lens of /self-improve — surfaces places where a SKILL.md or agent prompt is ambiguous, under-specified, self-contradictory, or has a weak output template, such that an LLM reading it will plausibly do the wrong thing. Nothing here is a rule violation (that is /self-audit) — this is…
Agent Claude Code
Read-only auditor for the Contract lens of /self-audit — flags producer↔consumer mismatches in the artifact protocol declared in docs/contract.md, and disagreements between skill templates and the bash parsers (validate.sh, roadmap.sh).
Agent Claude Code
Read-only improver for the Coverage lens of /self-improve — surfaces missing internal robustness: absent guardrails, missing worked-examples where an agent would guess, unhandled edge-cases in a flow, and missing tests/docs. It proposes rules and safeguards that do not exist yet — distinct from the Invariants auditor…
Agent Claude Code
Read-only auditor for the Docs-sync lens of /self-audit — flags drift between README.md, CLAUDE.md, docs/contract.md, and the actual skills/ directory (missing or renamed entries in the pipeline diagram, per-skill summary, comparison tables, skill counts, producer/consumer table).
Agent Claude Code
Read-only improver for the Ergonomics lens of /self-improve — surfaces where the human operator's experience of the pipeline could be better: error / hard-stop wording, next-step / handoff footer consistency across the capture skills, discoverability, and quality of the final feedback a skill prints. Distinct from…
Agent Claude Code
Read-only auditor for the Invariants lens of /self-audit — flags any place where a SKILL.md or bash helper violates an invariant declared in CLAUDE.md § "Invariants — don't break these when editing skills".
Agent Claude Code
Read-only improver for the Leanness lens of /self-improve — surfaces prose duplication that should collapse to a single owner plus a pointer, and over-engineering (a bash helper wrapping one line, a dead/unused flag, a phase split that adds ceremony without value). Everything it flags is currently correct and…
Agent
The pipeline's post-implementation review-and-fix pass — reviews the diff a task's implementation just produced, proves each candidate defect before touching it, fixes the confirmed ones inside the plan's Touches, runs the project's own build and tests, and amends the implementation commit.