You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI-powered analysis and industry best practices.
Automatically fetch latest library/framework documentation for Claude Code via Context7 API
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals and ebooks. Use PROACTIVELY for system documentation, architecture guides, or technical deep-dives.
You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI-powered analysis and industry best practices.
Documentation templates and structure guidelines. README, API docs, code comments.
Guide developers through setting up development environments with proper tools, dependencies, and configurations
Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional programming. Use when explaining JS concepts, debugging JavaScript issues, or teaching JavaScript fundamentals.
Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements. Use PROACTIVELY for legal documentation, compliance texts, or regulatory requirements.
Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content.
Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.
Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples. Use PROACTIVELY for onboarding guides, feature tutorials, or concept explanations.
Delegate coding tasks to Codex, Claude Code, or Pi agents via background process. Use when: (1) building/creating new features or apps, (2) reviewing PRs (spawn in temp dir), (3) refactoring large codebases, (4) iterative coding that needs file exploration. NOT for: simple one-liner fixes (just edit), reading code (use read tool), thread-bound ACP harness requests in chat (for example spawn/run Codex or Claude Code in a Discord thread; use sessions_spawn with runtime:"acp"), or any work in a live Understudy deployment/workspace (never spawn agents there). Claude Code: use --print --permission-mode bypassPermissions (no PTY). Codex/Pi/OpenCode: pty:true required.
Full issue workflow — fetch details, research, plan solution, implement, and verify.
Identifies severe factual errors in content. Use when asked to fact-check documentation for major inaccuracies.
Aggressively rewrites dense technical prose to maximize Flesch Reading Ease scores. Simplifies vocabulary, shortens sentences, splits paragraphs, and removes filler — without losing technical accuracy.
Reviews Azure content for security vulnerabilities and best practice gaps. Use when asked to perform a security review of documentation.
Search, rank, and help download medical imaging datasets with a structured local index of 1100+ records from Project-Imaging-X. Use when the user asks for dataset discovery, open-only filtering, platform-specific search, or download guidance across modalities, anatomies, diseases, and tasks.
Validates technical steps, API syntax, and logical gaps in procedural guidance. Use when asked to review technical accuracy or verify procedures.
Search Cisco Catalyst Center API documentation for device management and policy automation
Editorial standards, page conventions, citation system, and talk page structure for whoami.wiki. Use when writing, reviewing, or editing wiki pages.
Build dxvk-remix from source. Use when the user asks to compile, build, or rebuild the project, or when code changes need to be compiled and tested.
