코드베이스를 분석하여 README, API 문서, 아키텍처 가이드를 자동으로 생성/업데이트합니다.

CareMatch V3 개발 로그를 작성하고 프로젝트 상태를 추적합니다.

Create comprehensive developer onboarding documentation including setup guides, README files, contributing guidelines, and getting started tutorials. Use when onboarding new developers or creating setup documentation.

Read product and technical docs, then summarize requirements and gaps.

doc-blueprint

Post structured documentation to GitHub issue as a comment. Use when starting work on an issue to document approach and track progress.

Maintains high-quality, concise, project-aligned documentation. Creates, updates, and validates README.md, CLAUDE.md, code comments, and other documentation. Activates after implementing features, when documentation is outdated, or when explicitly requested.

Maintains the CLAUDE.md navigation hierarchy and optional README.md architecture docs across a repository. This skill is self-contained and performs all documentation work directly.

>

- [ ] Installation instructions present

Google Docs/Sheets management via ACSet condensation. Transforms documents into GF(3)-typed Interactions, tracks comments/cells, detects saturation when all comments resolved. Use for document workflows, spreadsheet automation, or applying ANIMA principles to Workspace documents.

Docs API Agent. OpenAPI 스펙, API 레퍼런스 문서 작성을 담당합니다.

> **Triggers** (ANY of these should invoke this skill):

Code comments, JSDoc/TSDoc ve changelog best practices.

Sync user documentation with design doc changes. Use when design docs

Universal methodology for verifying factual correctness in documentation using WebSearch and WebFetch tools. Covers command syntax verification, version checking, code example validation, API correctness, confidence classification system ([Verified], [Error], [Outdated], [Unverified]), source prioritization, and update frequency rules. Essential for maintaining factual accuracy in technical documentation and educational content

docs-workflow

Write docstrings for PyTorch functions and methods following PyTorch conventions. Use when writing or updating docstrings in PyTorch code.

Assess organizational doctrine and universally useful patterns

Use when documentation drift is detected. Comprehensively audits codebase and creates/updates Swagger, features docs, and general documentation to achieve full sync.

Create comprehensive technical documentation including API docs, component libraries, README files, architecture diagrams, and developer guides using tools like JSDoc, Storybook, or Docusaurus. Use when documenting APIs, creating component documentation, writing README files, generating API references, documenting architecture decisions, creating onboarding guides, maintaining changelogs, documenting configuration options, or building developer documentation sites.

Keep project documentation accurate when behavior changes. EXCLUSIVE to project-manager agent.

Apply when writing code documentation: JSDoc comments, README files, API documentation, and inline comments.

Set up documentation websites using Docusaurus, MkDocs, VitePress, GitBook, or static site generators. Use when creating docs sites, setting up documentation portals, or building static documentation.

Universal documentation standards and best practices for software projects

Writing clear, discoverable software documentation following the Eight Rules and Diataxis framework. Use when creating README files, API docs, tutorials, how-to guides, or any project documentation. Automatically enforces docs/ location, linking requirements, and runnable examples.

Documentation writing, API docs, and technical writing. USE WHEN user mentions document, docs, README, comments, docstrings, API documentation, JSDoc, explain code, write documentation, ADR, architecture decision, or asks to explain or document something.

- When the user says "write the readme" or "how do I run this?".

'Creates clear, maintainable documentation for code and APIs. Use when writing README files, API docs, code comments, or when asked to document code.'

Apply Drupal coding standards based on the development context.

Query and analyze SEC filings and financial statements using EdgarTools. Get company data, filings, XBRL financials, and perform multi-company analysis.

Use when planning multi-channel editorial calendars, enforcing publishing cadences, and coordinating distribution workflows across GTM teams.

Translate English content to Thai with cultural adaptation for idioms, formality levels (กระผม/ผม/ครับ/ค่ะ/นะ), honorifics, and context-appropriate register. Use when translating to Thai, adapting cultural references, localizing English content for Thai audiences, or questions about Thai language formality and cultural nuance.

Documentation pattern for translating brand platforms into modular experience

Parse and document algorithm pseudocode from research papers. Use when preparing for implementation.

Complete fal.ai API reference system. PROACTIVELY activate for: (1) @fal-ai/client JavaScript setup, (2) fal_client Python setup, (3) fal.subscribe/run/stream methods, (4) Queue management (submit/status/result), (5) Webhook configuration, (6) File upload to fal.media, (7) REST API endpoints, (8) Real-time WebSocket connections, (9) Error handling patterns. Provides: Client configuration, method signatures, queue workflow, webhook payloads, common parameters. Ensures correct API usage with proper authentication and error handling.

Guide for creating FastAPI endpoints following this project's conventions including routers, dependency injection, error handling, and OpenAPI documentation.

This skill provides production-ready patterns for containerizing FastAPI applications and deploying to Kubernetes.

Advanced FastAPI patterns including hierarchical dependency injection, background task management, and type-safe dependency annotation. Triggers: fastapi, dependency-injection, background-tasks, annotated-dependency, permission-chain.

Guide for creating Fastify route handlers with TypeBox schemas and OpenAPI documentation. Use when adding new routes to app/src/routes/.

fdd-feature-design

'Autonomous feature research and gap analysis. Use when starting /add-new-feature or analyzing existing architecture documents. Explores codebase patterns, identifies ambiguities, and produces feature-context-{slug}.md for orchestrator RT-ICA phase. Does NOT make technical decisions.'

Manage feature manifests for code traceability. Use when creating new features, updating existing features, checking feature health, or exploring the feature-to-code relationship. Activates for manifest validation, feature creation, changelog updates, and traceability queries.

Handles FABER workflow feedback requests - posting to issues and tracking responses

Extract design data from Figma files using REST API scripts. Includes frame extraction, metadata retrieval, screenshots, design token extraction, annotations, and FigJam content for design-to-code workflows.

Figma 디자인을 정적 HTML/CSS로 변환합니다. Figma 링크나 node-id가 제공되면 MCP를 통해 디자인 정보를 가져와 정확한 코드를 생성합니다. Use when converting Figma designs to HTML/CSS, or when user mentions Figma links, design conversion, or static HTML implementation.

Figma 디자인을 인라인 SVG가 포함된 정적 HTML/CSS로 변환합니다. 런타임에서 색상 제어가 필요한 심볼/아이콘용입니다. Use when converting Figma SVG designs to inline SVG HTML for runtime color control, symbol state components, or icon theming.

Search markdown files, Nextflow scripts, and config files for TODO/FIXME comments, categorize by priority, and provide actionable recommendations. Use when you need to identify pending work or track technical debt.

[Flame] Flame engine quick reference. Component lifecycle, Collision, Effects, Camera and core API reference. (project)

Set up Flask REST API with flask-smorest, OpenAPI docs, blueprint architecture, and dataclass models. Use when creating a new Flask API server, building REST endpoints, or setting up a production API.