mikewaters

Extract or update architecture decisions from a codebase. Use this skill when the user wants to analyze a codebase's architecture, extract patterns and conventions, document architecture decisions, or produce agent-steering constraint files (CLAUDE.md / architecture.md). Also use when someone says "analyze this architecture", "extract constraints", "document the patterns here", "what are the architecture decisions in this codebase", "update constraints", "refresh architecture", "validate patterns", "check if constraints still hold", or "are my architecture decisions still accurate".

Build a Copier template from architecture constraints and a source codebase. Use this skill when the user has architecture constraints (from the architecture-extractor skill or written manually) and wants to produce a reusable project template. Also use when someone says "build a template", "create a copier template", "templatize this", or "make a starter kit". This skill takes a constraints file as input — run architecture-extractor first if one doesn't exist.

Generate Collection Classification for Safari tab groups and Raindrop collections using the bookmark-index CLI

Read-only chezmoi dotfile management assistant. Use when the operator asks about their chezmoi-managed dotfiles, including: (1) listing managed or unmanaged files, (2) checking for drift between actual files and chezmoi's target state, (3) inspecting what chezmoi would change, (4) understanding chezmoi status output, (5) reviewing chezmoi configuration or template data. Triggers on questions like "what files does chezmoi manage", "have my dotfiles drifted", "what would chezmoi change", "show me unmanaged files", "chezmoi status", or any dotfile inventory/drift inquiry. CRITICAL: This skill is strictly read-only. Never run mutating chezmoi commands.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Invoke IMMEDIATELY via python script when user requests codebase analysis, architecture review, security assessment, or quality evaluation. Do NOT explore first - the script orchestrates exploration.

Break down implementation plans into schedulable bd (beads) issues with proper epics, tasks, dependencies, and estimates.

Iterative retrieval diagnosis, corpus construction, experiment execution, and regression-gated improvement for RAG search.