Research

Use when researching library documentation with Context7 MCP tools for official patterns and best practices

Access official Claude Code documentation including comprehensive guides on hooks, MCP servers, agent skills, slash commands, settings, CLI reference, security, memory, plugins, and troubleshooting. Use when the user asks about Claude Code features, configuration, capabilities, or best practices. ALWAYS use this skill instead of guessing about Claude Code functionality - it contains the authoritative documentation from docs.anthropic.com with automatic updates. Also includes comprehensive skill creation guide with helper scripts when users want to create new skills.

AWSに関する調査（仕様確認、設計判断、ベストプラクティス確認、料金/制限の概算前提整理、エラー原因調査、リージョン提供状況確認、CDK/CloudFormation/CLI/SDKの参照）を行うときに使う。調査では必ず公式ドキュメントを一次情報として扱い、aws-knowledge-mcp-server（https://knowledge-mcp.global.api.aws）を用いて検索・読解・関連ページ探索・リージョン可用性確認を行う。

Generates comprehensive interview preparation materials including STAR stories, talking points, mock questions, and company research. Receives job analysis, career history, and portfolio data. Returns structured interview prep content. Data-agnostic - no file I/O.

Active coordinator for building AI-powered side-gigs in 2025. Use when users want to build micro-niche products, validate business ideas, create MVPs, or launch profitable side businesses. This skill orchestrates sub-agents to execute market research, product design, business validation, and launch planning. Triggers include "help me build a side hustle," "validate my business idea," "find market opportunities," "build an AI product," or "launch a side-gig."

Consult external AIs (Gemini 2.5 Pro, OpenAI Codex, fresh Claude) for second opinions when stuck on bugs or making architectural decisions. Use when: debugging attempts have failed, making significant architectural choices, security concerns, or need fresh perspective. Automatically suggests consultation after one failed attempt. Provides synthesis comparing multiple AI perspectives with web research, thinking mode, and repo-aware analysis.

CSS authoring guidance emphasizing web standards, accessibility, and performance. Use when writing, reviewing, or refactoring CSS. Provides patterns, snippets, and conventions that prioritize native CSS over frameworks, semantic structure, and maintainable code. Refer to references/patterns.md for specific patterns and snippets.

Guide for designing Run resources in OptAIC. Use when creating PipelineRun, ExperimentRun, BacktestRun, PortfolioOptimizationRun, TrainingRun, InferenceRun, or MonitoringRun. Covers execution tracking, metrics, output artifacts, and lineage.

Reference for how I like to dance and call square dances.

Reference for ability family semantic groupings and gameplay meanings

Truth Auditor Captain - Fact validation, hallucination detection, evidence synthesis, and final verification

Token-efficient code reading protocol using Serena's progressive disclosure pattern (90-95% token savings). Provides mandatory workflow, tool reference, and common patterns for symbol-level code navigation.

Apply Anthropic's production multi-agent research patterns for complex research tasks. Use when research involves multiple independent dimensions, requires synthesis across many sources, or needs parallelization for speed. Includes query complexity assessment, parallel execution, progressive search refinement, thinking strategies, and findings compression.

Retrieves implementation knowledge, code examples, and documentation references. Use to inform technical decision-making when the user requires specific library usage, framework patterns, or syntax details. Trigger on requests to 'search docs', 'find code examples', or 'check implementation details'.

Fetches reference implementation examples from semicolon-devteam/core-supabase repository for Supabase RPC patterns. Use this skill whenever implementing Supabase data access to ensure correct patterns.

Execution workflow preferences including no dev servers, read-only information gathering, real data over mocks, and proper error handling over fallbacks. Use when executing code, running servers, testing, or handling data.

Generates YAML frontmatter metadata (date/time, git commit, branch, repository) for workflow documentation. Use when creating research docs, plans, or work summaries.

WSL2 Ubuntu administration from Linux side. Profile-aware - reads preferences fromWindows-side profile at /mnt/c/Users/{WIN_USER}/.admin/profiles/{hostname}.jsonUse when: Inside WSL for apt packages, Docker, Python/uv, shell configs, systemd.Coordinates with admin-windows via shared profile ON THE WINDOWS SIDE.

Use this skill if /track:init is called OR you notice the project contains tracking files (CLAUDE_SOURCES.md or CLAUDE_PROMPTS.md). Automatically tracks research sources and major prompts when enabled. Checks ./.claude/.ref-autotrack marker file for activation status and ./.claude/.ref-config for verbosity settings. Appends to CLAUDE_SOURCES.md (WebSearch/WebFetch) and CLAUDE_PROMPTS.md (major requests) using [User]/[Claude] attribution.

Search and reference past conversations, plans, and insights from previous Claude Code sessions. Use when user references past chats, previous sessions, or invokes /remind-yourself.