ultimate-skills

Production-grade engineering skills for AI coding agents — spec, plan, build incrementally, test-drive, debug to root cause, review, harden, optimize, and ship.

Product management skills — continuous discovery, strategy red-teaming, prioritization frameworks, PRDs, pricing, A/B analysis, positioning, and metrics.

Design & frontend-taste skills — brief-aware design direction, image-to-code, redesign audits, design-reference image generation, and production UI engineering.

Rigorous research & academic-writing pipelines — universal deep-research, multi-agent paper writing, peer-review simulation, and the full research orchestrator. Self-contained across the 4 research skills; some notes cite the upstream project's design docs for context only.