Write coding plans for implementation, debugging, refactoring, migrations, design parity, and long-running agent tasks. Use when drafting, refining, or validating a development plan, /goal prompt, implementation approach, scope and non-goals, work sequence,…
Author, refactor, or diagnose a repository's AGENTS.md (and CLAUDE.md) and/or README.md as complementary entrypoints. Use when writing, shrinking, splitting, or reviewing those files, when AGENTS.md is bloated or contradictory, or when a README cannot keep…
Assess whether a design holds up against modern software-engineering principles: complexity and cognitive load, change economics, boundary correctness, and agent legibility. Use when the user asks whether a design, module boundary, API, data flow, design doc,…
Review concrete code plan drafts, specs, diffs, and implementation shapes, including parity audits of an implementation against an authoritative source or reference implementation. Use for code-review requests, exhaustive or line-by-line review requests,…
Build a deployable crew skill from local Claude Code / Grok session history (discover → clean → signals → role inference → boundary validation). Run live-LLM evals from evals/evals.json, including against an already-installed crew when the user asks. Use when…
Run a team of sub-agents under an orchestration blueprint: scout the surface, split it into atomic work units, dispatch them with baked context packets, have independent skeptic lanes attack every material claim, and synthesize one result with coverage and…
Produce a single portable local HTML file as the final deliverable — a report, doc, dashboard, landing page, demo, tool, or presentation rendered as one .html that opens straight from disk. Use when the user asks for an HTML page/file/artifact saved locally,…
Use before finalizing a non-trivial answer, recommendation, review, or decision, especially when shallow reasoning, stale context, a false frame, overconfidence, or transferring an outside framework or analogy onto the user's specific case could distort it,…