Sets up eval-driven development (EDD) for an agent-assisted feature — define capability and regression evals before coding, grade them…
Guides git commit discipline, trunk-based branching, and semantic versioning/changelogs for released code, including Go modules'…
Refine a vague or raw idea into a sharp, actionable concept through structured divergent-then-convergent ideation — expand into…
Builds in thin vertical slices -- implement one piece, test it, verify it, commit, then expand -- instead of writing a whole feature in…
Extract what a user actually wants, rather than what convention makes them ask for, via a one-question-at-a-time interview with a stated…
Use when asked to verify a Laravel project before a PR, after a major refactor or dependency upgrade, or before deploying to…
Conduct business market research, competitive analysis, investor due diligence, and market-sizing that supports a business decision rather…
Use when designing a system where one agent delegates to multiple subagents/workers, deciding whether a task should fan out to multiple…
Guides instrumenting Go (and TypeScript/PHP) services with structured logging, RED/USE metrics, and distributed tracing so production…
Converts a single feature request, bug report, or vague task into one short, ordered plan document with a goal, acceptance criteria, sized…
Breaks an existing spec or clear requirement into a dependency-ordered, sized task list with checkpoints and parallelization notes.
Codified expertise for production scheduling, job sequencing, line balancing, changeover optimization, and bottleneck resolution in…
Analyze a draft prompt, diagnose gaps, match it to relevant skills already in this catalog, and output a ready-to-paste improved prompt…
Runs a two-pass vulnerability scan on a snippet, file, or diff — a static pattern pass across fixed categories (injection, secrets, auth…
Hardens a feature against attack before or while it's built — threat-model trust boundaries with STRIDE, apply the Always/Ask-First/Never…
Reviews code for security vulnerabilities across Go, TypeScript, PHP, and infrastructure config.
Audits an agent harness's own configuration — CLAUDE.md, .claude/settings.json, MCP server configs, hooks, and agent definitions — for…
Optimize for search engine visibility and ranking.
Writes a structured, human-reviewed specification before any code, deriving implementation from that written contract rather than from a…
Use when deciding whether to manually compact conversation context now versus later — at a phase boundary (research done, plan written…
Drives development with tests written before implementation code, in Go, TypeScript, PHP, or any language.