Research

Synthesize subsystem catalogs and architecture diagrams into comprehensive, navigable architecture reports - codifies synthesis strategies and professional documentation patterns

Captures research insights, decisions, and learnings during development. Use after completing spikes, making architectural decisions, or discovering important patterns. Prompts for context and rationale, stores with embeddings for later semantic retrieval. Do NOT use for trivial notes - this is for significant findings worth surfacing later.

This skill should be used when the user asks to "write specs", "create spec", "add RSpec tests", "fix failing spec", or mentions RSpec, describe blocks, it blocks, expect syntax, test doubles, or matchers. Should also be used when editing *_spec.rb files, working in spec/ directory, planning implementation phases that include tests (TDD/RGRC workflow), writing Testing Strategy or Success Criteria sections, discussing unit or integration tests, or reviewing spec output and test failures. Comprehensive RSpec and FactoryBot reference with best practices, ready-to-use patterns, and examples.

Use when you need to understand the codebase structure, find definitions, or trace references without reading entire files.

Quick reference for Portfolio Buddy 2 project structure. Use when: adding new features, modifying existing components, understanding data flow, or onboarding to the codebase. Contains component hierarchy, hook patterns, and utility functions.

Creates journal entries or project pages for a personal knowledge site. Use when the user wants to write, publish, or add content - journals, projects, or articles about cognitive engineering, productivity systems, or tool-driven growth.

Comprehensive reference documentation for all data structures in the VRP toolkit project. Use when needing to understand data structure definitions, attributes, formats, or representations to avoid repeatedly reading code. Covers Problem layer (Instance, Solution, Node), Algorithm layer (Solver, Operators, ALNS), Data layer (OSMnx, distance matrices), and runtime formats (routes as lists, time windows as tuples).

Common analysis patterns for PolicyEngine research repositories (CRFB, newsletters, dashboards, impact studies)

Complete workflow for creating blog posts - from research to publication-ready draft. Handles research generation, draft creation, and style review. Use with "/blog-post <topic>" or "/blog-post --from-research <path>".

Analyzes venture capital, investment trends, funding rounds, investor strategies, M&A activity, and funding patterns in specific markets or industries. Use when the user requests funding analysis, VC landscape research, investment trend analysis, or wants to understand investor activity and funding dynamics.

Provides Vue component structure templates for Composition API and Options API. Used when generating .vue components and views to match user's selected API pattern preference.

Use this skill to migrate existing projects to the SynthesisFlow structure. It uses an AI-powered analysis to intelligently discover, categorize, and migrate documentation, generate rich frontmatter, and preserve git history.

Claude Code Hook system reference for capabilities, possibilities, and limitations. Use when you want to know what hooks can do.

Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals.

Topical knowledge base with technical documentation and reference materials

Windows system administration with PowerShell 7.x. Profile-aware - reads your preferencesfor package managers (scoop vs winget), paths, and installed tools.Use when: Windows-specific admin tasks, PowerShell automation, PATH configuration,package installation, bash-to-PowerShell translation.

나디오 12개 + 햄찌 6개 실제 작품 구조 분석 기반 템플릿. 나디오(5막 구조, 15-30분, 오디오 드라마, TTS 최적화) + 햄찌(3단계 구조, 3-5분, 일상 스토리, 직장인 공감). /references 디렉토리에 실제 작품 파일 포함. NADIO, 햄찌, audio drama, 오디오 드라마, 일상 스토리, 직장인 스토리, 스토리 구조, 템플릿 사용 시 활성화

MoAI-ADK's foundational principles - TRUST 5, SPEC-First TDD, delegation patterns, token optimization, progressive disclosure, modular architecture, agent catalog, command reference, and execution rules for building AI-powered development workflows

Phase 5 of disciplined development. Validates system against originalrequirements through system testing and user acceptance testing (UAT).Uses structured stakeholder interviews to gather sign-off and tracesdefects back to research or design phases.

Search technical documentation and API references. Use when customer asks technical questions, needs API help, integration guidance, or developer documentation.