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repo-research-analyst
Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase
research
Document codebase as-is with thoughts directory for historical context
brainstorming
Use when creating or developing anything, before writing code or implementation plans - refines rough ideas into fully-formed designs through structured Socratic questioning, alternative exploration, and incremental validation
perplexity-search
AI-powered web search, research, and reasoning via Perplexity
agent-builder
Creates and configures Claude Code agent files (.claude/agents/*.md) with YAML frontmatter, tool permissions, model selection, and system prompt structure. Use when building new agents, configuring agent frontmatter, designing discovery triggers, setting tool permissions, writing system prompts, or selecting agent models.
document-task
Automatically documents conversations by appending to CLAUDE.local.research.md (Research) or CLAUDE.local.task.md (Task). Use when (1) User's CLAUDE.md instructs to invoke after main output, (2) User explicitly requests documentation, or (3) Documenting development work or research at conversation end. Always outputs in Korean (UTF-8).
docs-seeker
Searching internet for technical documentation using llms.txt standard, GitHub repositories via Repomix, and parallel exploration. Use when user needs: (1) Latest documentation for libraries/frameworks, (2) Documentation in llms.txt format, (3) GitHub repository analysis, (4) Documentation without direct llms.txt support, (5) Multiple documentation sources in parallel
literature-review
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
hedgefundmonitor
Query the OFR (Office of Financial Research) Hedge Fund Monitor API for hedge fund data including SEC Form PF aggregated statistics, CFTC Traders in Financial Futures, FICC Sponsored Repo volumes, and FRB SCOOS dealer financing terms. Access time series data on hedge fund size, leverage, counterparties, liquidity, complexity, and risk management. No API key or registration required. Use when working with hedge fund data, systemic risk monitoring, financial stability research, hedge fund leverage or leverage ratios, counterparty concentration, Form PF statistics, repo market data, or OFR financial research data.
deploy-snowflake-intelligence-routing-agent
Create Snowflake Intelligence agent for OpenRouteService routing functions. Use when: setting up ORS demo, creating route planning agent, integrating directions/isochrones/optimization with Cortex. Triggers: openrouteservice demo, routing agent, ORS agent, routing intelligence.
moai-jit-docs-enhanced
Enhanced Just-In-Time document loading system that intelligently discovers, loads, and caches relevant documentation based on user intent and project context. Use when users need specific documentation, when working with new technologies, when answering domain-specific questions, or when context indicates documentation gaps.
obsidian-ops
Operations, syncing, versioning, and release management for Obsidian projects. Load when running builds, syncing references, bumping versions, or preparing for release.
moai-domain-ml-ops
A comprehensive skill for orchestrating the complete machine learning lifecycle using a modern MLOps stack, including experiment tracking, data versioning, model deployment, and monitoring.
ralph-prd
Generate structured prd.json files for autonomous agent loops (Ralph Wiggum pattern). Use when planning bulk/batch tasks, migrations, refactoring campaigns, or any work that can be decomposed into independent items with verification steps.
planning-architect
Expert in creating comprehensive task files, planning docs, PRDs, tech specs, and implementation roadmaps with proper sequencing, testing strategy, and production checklists. Use when planning features, creating project docs, or structuring development workflows.
travel-app
A comprehensive development guide for building a Django-based travel planning web application with itinerary management, weather integration, and standardized coding practices.
arxiv-search
Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields
plan-validator
Validates development plans using simple, safe best practices. Follows existing project structure and official documentation. Use this skill when reviewing migration plans or deployment plans to ensure they are complete, safe, and follow standard patterns. No advanced features - keeps it simple.
work-decomposer
Transform any intellectual work into AI-promptable systems. Use when user wants to automate business processes, create multi-agent workflows, decompose complex work into AI-delegatable tasks, or build frameworks for recurring intellectual work (competitive analysis, strategic planning, BMC, OKRs, reports, etc.). Applies to work with clear inputs, context, and expected outputs.
Planning Production Docs
Creates comprehensive PRDs, tech specs, task breakdowns, testing plans, and production checklists with proper task sequencing and MCP testing integration. Use when planning new features, structuring development workflows, or creating project documentation. Use PROACTIVELY after requirements discussions.
tool-discovery
Use when user asks "what tools are available?", "is there a tool for...", "can Claude do...", "how can I...", mentions MCP servers, wants to discover capabilities, or seems uncertain about available integrations. Helps discover and search for tools, MCP servers, and plugins.
github-ops
Provides comprehensive GitHub operations using gh CLI and GitHub API. Activates when working with pull requests, issues, repositories, workflows, or GitHub API operations including creating/viewing/merging PRs, managing issues, querying API endpoints, and handling GitHub workflows in enterprise or public GitHub environments.
planning
Create plans, summaries, analysis, or outlines. Use when asked to investigate, plan, or avoid code changes
planning-validate
Validates planning artifacts (spec.md, plan.md, data-model.md, contracts/) for quality, completeness, and consistency. Checks for mandatory sections, cross-artifact consistency, and constitution compliance. Always run after /speckit.plan completes.