Use when a coding-agent loop is already running unattended and you need to define its quality gates, detect that it's stuck (churning…
Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking.
Codified expertise for customs documentation, tariff classification, duty optimization, restricted-party screening, and regulatory…
Build an automated data-collection agent that scrapes a public source on a schedule, enriches results with a cheap/free LLM, stores them…
Guides safe, reversible PostgreSQL schema and data migrations using golang-migrate, Prisma, Drizzle, or Django migrations.
Guides deprecating and removing old systems, APIs, or code, and migrating consumers to a replacement.
Analyzes a git diff or PR across three tracks — complexity, style/convention, and security impact — run together, then synthesized into a…
Record architecture decisions and documentation that capture why, not just what — use when making a significant architectural decision…
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…