Change the ContextOS canonical specification and typed reference implementation without semantic drift, conflicting conventions, or…
Use when setting up end-of-session extraction of reusable patterns (error resolutions, user corrections, workarounds, project conventions)…
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into…
Use when turning results into an explicit contribution statement for a Journal of Marketing Research (JMR) manuscript — clearing JMR's…
Review a contribution PR for safety, quality, and readiness.
Use when: (1) a new submission scores worse than baseline and the reason is unclear, (2) multiple changes were made simultaneously (new…
Reduce controller bloat using Form Requests for auth/validation, small Actions/Services with DTOs, and resource/single-action controllers
Generates standardized commit messages following Conventional Commits specifications based on staged code changes.
Generates structured, professional git commit messages following the Conventional Commits specification to improve repository clarity.
Optimize sales page architecture, offer positioning, pricing strategy, urgency mechanics, and checkout flow for maximum conversion.
Systematic CRO for e-commerce stores. Audit conversion funnels, identify drop-off points, implement fixes, and run experiments to increase…
Tracks LLM token consumption and usage metrics for billing, monitoring, and optimization.
Full-stack Convex development guidelines covering React, Vite, TypeScript, mutations, auth, design system, and documentation practices.
Safely migrate Convex schemas and data when making breaking changes.
Convert Docker Compose files to Coolify templates.
Share state between components that don't have a direct parent-child parameter relationship, using cascading values, scoped services with…
Author, validate, and debug GitHub Copilot CLI extensions that add tools, commands, hooks, or session-event behavior.
Query Copilot Money personal finance data (accounts, transactions, net worth, holdings, asset allocation) and refresh bank connections.
Systematic copy editing through focused passes (the Seven Sweeps Framework) covering clarity, voice, proof, specificity, and friction…
Survey all user-facing strings in a codebase — map coverage and find gaps.
Write and rewrite marketing copy for landing pages, homepages, and ads.