ai-team-skills

Broad-but-disciplined research and problem-solving workflow for ambiguous questions, debugging, architecture decisions, vendor or tool evaluations, root-cause analysis, and "what are my options?" requests. Use when the user wants many plausible avenues explored, multiple strategies attempted or pressure-tested, tradeoffs summarized, and a written recommendation or research memo saved in the project or in Notion, Obsidian, Apple Notes, or another notes system.

Combined pre-PR shape check and merge-ready review for a branch or PR. Use when the user asks for a code review, PR review, sanity check, 10x engineer perspective, how to split a PR, or whether changes are ready to merge.

Combined architecture mapping, tech debt inventory, and performance profiling for a codebase. Use when the user asks for codebase health, architecture overview, refactor planning, tech debt assessment, or performance audit.

Orchestrate multiple agents to produce competing solutions and compare tradeoffs. Use when the user wants a bake-off, competitive swarm, multiple approaches, or explicit tradeoff exploration (minimal vs best practices vs performance).

Deep security audit for a codebase using OWASP, data privacy, exploit research, LLM risk, and holistic review. Use when the user asks for a security audit, vulnerability assessment, penetration-style review, or hardening guidance.