Documentation

Comprehensive writing guidance for professional documents across legal, academic, executive, and business contexts. Use when drafting, editing, or revising any document where quality prose matters: briefs, memos, law review articles, reports, client letters, contracts, executive summaries, presentations. Provides style selection, cognitive fluency techniques, structure frameworks, concision patterns, and revision checklists. Invoke when users ask to write, edit, revise, or improve documents.

Code complexity guidelines to keep cyclomatic complexity below 6 using strategy patterns or dispatch tables. Use when writing or refactoring functions with complex branching logic.

Guide for implementing MongoDB - a document database platform with CRUD operations, aggregation pipelines, indexing, replication, sharding, search capabilities, and comprehensive security. Use when working with MongoDB databases, designing schemas, writing queries, optimizing performance, configuring deployments (Atlas/self-managed/Kubernetes), implementing security, or integrating with applications through 15+ official drivers. (project)

This skill should be used when working with SLICOT (Subroutine Library In Control Theory) routines, translating Fortran 77 to C, parsing SLICOT HTML documentation, creating test cases from SLICOT examples, understanding SLICOT data formats, or planning translation priorities using dependency analysis tools.

Use when user requests automated documentation preparation. Triggers include:- Korean: "문서 준비해줘", "문서화 준비", "문서 요구사항 작성", "자동 문서화 준비"- English: "prepare documentation", "setup doc requirements", "prepare for automated docs"- Context: User wants to prepare all requirements for automated documentation generationThis skill discovers sources, defines structure, and saves complete requirements to filefor use with write-docs skill (automated generation).

Master Bosun - Refactoring specialist, optimizer, and technical debt hunter

Comprehensive web research via Parallel Search API. Use when user requests parallel search for deep multi-source research, technical analysis, learning new topics, current events, or comparative studies. Returns LLM-ready ranked URLs with extended excerpts (up to 30K chars). Single API call handles multiple query angles with automatic deduplication.

CLI testing strategies and patterns for Node.js (Jest) and Python (pytest, Click.testing.CliRunner). Use when writing tests for CLI tools, testing command execution, validating exit codes, testing output, implementing CLI test suites, or when user mentions CLI testing, Jest CLI tests, pytest CLI, Click.testing.CliRunner, command testing, or exit code validation.

Testing patterns for litefs-py and litefs-django. Use when writing tests, setting up fixtures, understanding test organization, or configuring pytest marks. Triggers: test, pytest, unit test, integration test, property-based testing, hypothesis, fixtures, in-memory adapters.

Perform a repo-wide, evidence-based audit of documentation against the current codebase and recent changes. Produces a proposed, fully rewritten documentation set in TempDoc-ForUserReview and asks for approval before any changes are applied to the existing docs.

Qiita API integration for searching, reading, and publishing technical articles. Use this skill to search articles, get user posts, publish content, and manage comments on Qiita.

Analyze text to identify technical domains and suggest appropriate specialized agentsfor delegation following Constitutional Principle X (Agent Delegation Protocol).This skill examines specifications, plans, tasks, or any technical text to detectdomain keywords and recommend whether to use single-agent or multi-agent delegation.It ensures specialized work is routed to specialists rather than handled by generalists.Triggered by: User request for "which agent?", "who should do this?", domainidentification needs, or automatically by /specify, /plan, /tasks commands.

Design comprehensive technical specifications and strategic plans for data architecture and analytics projects. This skill should be used when planning major features, creating SPEC documents, assessing product requirements, breaking down complex projects into phases, or documenting architectural strategies like SPEC-1. Guides through requirements gathering, MoSCoW prioritization, phase planning, and open items tracking.

Generate professional HTML presentation slides from Markdown files or raw content. Use when creating presentations, slide decks, or when asked to make slides. Fully automated workflow - Markdown analysis → Layout selection → HTML generation → Thumbnail generation → Surge deployment. Supports 16 layouts, Chart.js graphs, and interactive features.

Standards and templates for writing detailed feature specifications. Use when transforming requirements into implementation-ready specs.

Expert in Lighthouse Journey Timeline frontend architecture, React patterns, TypeScript, TanStack Query, Zustand, and component development with strong type safety. Use when building UI components, implementing data fetching, managing state, writing forms, styling with Tailwind, testing React components, or integrating with backend APIs.

Generates clear commit messages from git diffs. Use when writing commit messages or reviewing staged changes.

End-to-end feature development workflow with brainstorming, TDD, implementation, testing, and documentation. Use when adding new features, implementing user stories, or building new capabilities. Enforces test-first development, encourages design exploration, and ensures proper documentation.

Create ASCII architecture diagrams for ADRs using graph-easy. Use when writing ADRs, adding diagrams to existing ADRs, or when user mentions "ADR diagram", "architecture diagram", "ASCII diagram". Zero external dependencies for rendering - pure text output embeds directly in markdown.

Access Splynx documentation from wiki.splynx.com using Crawl4AI MCP.Provides navigation guide, URL patterns, and web scraping for JS-rendered pages.