Boost efficiency with task automation and organizers.
Creates, improves, and validates Claude Code artifacts (skills, agents, commands, hooks). Use when creating domain expertise skills, specialized task agents, user-invoked commands, extending Claude Code capabilities, improving existing artifacts, reviewing artifact quality, analyzing code for automation opportunities, or consolidating duplicate artifacts.
Delegate complex, multi-step codebase exploration to local Ollama models. Best for analysis, review, and understanding tasks that require reasoning across multiple files.
Monitor and analyze narrative API logs from Google Cloud Run. Use when (1) Investigating Cloud Run API errors or failures, (2) Analyzing API usage costs and optimizing spend, (3) Measuring scenario generation performance (duration, citations), (4) Reviewing custom scenario generation requests, (5) Understanding user/IP access patterns, (6) Debugging production issues. DO NOT use for local Docker debugging (use docker logs), real-time monitoring (Cloud Logging has 1-2min delay), or Vite dev server logs (use browser console).
Use git worktrees for parallel Claude Code workflows. Run multiple Claude instances on different features simultaneously without merge conflicts. Use for parallel development, multi-branch testing, and subagent workflows.
AI/ML APIs, LLM integration, and intelligent application patterns
This skill should be used when the user asks to "record session", "log interactions", "track session activity", "audit Claude usage", "create session logs", or when session recording is enabled. Provides instructions for the hybrid recording approach where Claude self-reports summaries of completed work.
Migration guides - from other AI tools, version upgrades, config migration. Use when switching from Cursor, Copilot, or Cody, upgrading Claude Code versions, or migrating configurations and customizations.
This skill should be used when the user asks to "create a statusline", "customize the status line", "add a custom prompt", or mentions Claude Code statusline. Also suggest when the user wants to display git branch, context usage, model name, or session costs at the bottom of Claude Code.
Universal guide for creating well-structured Agent Skills for any technology or domain. Use when creating, writing, authoring, or designing a new Skill. Triggers on requests involving SKILL.md files, skill structure, frontmatter, bundled resources (scripts/references/assets), skill validation, skill packaging, or when user wants to convert workflows into reusable Skills.
Work with Cloudflare Workers, Workers AI, edge functions, and serverless deployment. Use when deploying to Cloudflare, implementing edge functions, running AI inference at the edge, or working with MCP servers on Cloudflare.
REST API design and development expert specializing in endpoint design, HTTP semantics, versioning, error handling, pagination, and OpenAPI documentation. Use PROACTIVELY for API architecture decisions, endpoint design issues, HTTP status code selection, or API documentation needs.
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.
Expert in .faf (Foundational AI-context Format) files for persistent project context. Use when working with .faf files, project DNA, CLAUDE.md bi-sync, faf-cli commands, MCP server configuration, or AI-readiness scoring (0-100%). Updated for v3.3.7.
Convert Claude Code slash commands, skills, or agents into standalone CLI tools for Linux/Mac (Bash) and Windows (PowerShell). Use when user says "cli-ify", "make this a CLI", "convert to command line", or wants to reuse a skill outside of Claude Code. First assesses suitability - pushes back if the capability is better as a Claude skill.
Gemini Deep Research Agent - Multi-step research tasks
Native Fabric pattern execution for Claude Code. USE WHEN processing content with Fabric patterns (extract_wisdom, summarize, analyze_claims, threat modeling, etc.). Patterns run natively in Claude's context - no CLI spawning needed. Only use fabric CLI for YouTube transcripts (-y) or pattern updates (-U).
Initialize fiction draft cycles following the Spec-Kit workflow (idea → clarify → plan → tasks). Use when creating new drafts, planning rewrites, breaking down episodes, or structuring story changes. Triggers include requests like "create draft", "new draft folder", "plan episode", "rewrite breakdown", "draft tasks", "initialize draft", "start new draft".
Plan new features or projects for the Ralph agent by generating or updating structured user stories in .ralph/prd.json.
The Librarian of the Mind. Searches, inspects, and explains available AI skills. Use for
Build headless automation and agentic workflows with Google's Gemini CLI. Covers approval modes (default, auto_edit, yolo), file permission model, Edit vs WriteFile tool selection, smartEdit configuration, GEMINI.md context files, settings.json hierarchy, and MCP server integration. Use when building CI/CD pipelines with Gemini, debugging "0 occurrences found" edit failures, configuring --approval-mode for automation, creating long-running agents with --resume, or integrating external services via Model Context Protocol.
Create AI chat tools with the Vercel AI SDK for structured data access and actions. Use when adding tools for the AI assistant to call databases, APIs, or perform calculations.
