Comprehensive guide for using Claude Agent SDK to build AI agents that can read files, execute commands, edit code,...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Add timestamped work log entries to track progress and decisions. Use for documenting work, decisions, gotchas, and...
Create HTML UI mockups stored in ideas/[project]/docs/ui-designs/
Start a new learning session on a topic. Use when user wants to learn something new, begin studying, get taught a...
Manage protocol/standard specifications that define what a system must do. Use to create, import, or update the...
Comprehensive security audit of codebase using multiple security-auditor agents. Use before production deployments...
Step back, reflect on current work, validate direction and alignment. Use when complexity is increasing, feeling...
Silently refresh AI context by reading project configuration and guidelines. Use when starting a new conversation,...
Quick overview of all projects (lightweight, Haiku-powered). Use to check project statuses, see what's active, or...
Create standalone work items (TASK, BUG, or SPIKE) with AI-assisted type detection. Use when you need to track work...
Documentation health check and maintenance across all ideas. Use for periodic maintenance, finding gaps, and keeping...
End-of-session reflection. Extracts memories, suggests updates to about-taylor.md and CLAUDE.md. Run before ending a...
Complete daily journal review. Use at end of day or next morning to fill in journal sections, review highlights, and...
Daily journal management for the my-vault Obsidian vault. Use for morning routines, daily reviews, quick journal...
Interactive conversational guidance - user implements with step-by-step advice. Use when you want hands-on...
Discover agent skills on GitHub. Use when user asks to find new skills, search for skills, explore skill...
Fetch and curate AI news from X/Twitter list. Use when user asks for AI news, AI digest, what's happening in AI, or...
Use when content must be translated between audiences with different expertise, context, or goals while preserving...
Use when ML engineers need to identify symmetries in their data but don't know where to start. Invoke when user...
Use when developing business strategy (market entry, product launch, geographic expansion, M&A, turnaround),...
Use when teaching complex concepts (technical, scientific, philosophical), helping learners discover insights...
Use when writing or polishing professional scientific emails, journal cover letters, or responses to reviewers....
Use when reviewing any scientific document for logical clarity, argument soundness, and scientific rigor. Invoke...
Use when managing project uncertainty through structured risk tracking, identifying and assessing risks with...