Documentation

Expert communication craftsperson for morphir-dotnet. Master of Hugo/Docsy, Mermaid/PlantUML diagrams, and technical writing. Use when user asks to create documentation, update docs, write tutorials, create diagrams, fix Hugo issues, customize Docsy, validate examples, check links, enforce style guide, or solve communication challenges. Triggers include "document", "docs", "README", "tutorial", "example", "API docs", "style guide", "link check", "hugo", "docsy", "diagram", "mermaid", "plantuml", "visual", "navigation".

SQL query optimization patterns including EXPLAIN plan analysis, index strategies, query rewriting, and N+1 query prevention. Use when optimizing slow database queries, analyzing query performance, designing indexes, or debugging database bottlenecks. Works with PostgreSQL, MySQL, SQLite, and other SQL databases. Typical improvements: 10x-1000x query speedup.

Use when designing REST or GraphQL APIs, creating OpenAPI specifications, or planning API architecture. Invoke for resource modeling, versioning strategies, pagination patterns, error handling standards. Keywords: API design, REST, OpenAPI, GraphQL, API architecture.

Develop the BG3 Script Extender macOS port using Ghidra for reverse engineering. Use this skill when:(1) Working on bg3se-macos port development or debugging(2) Using Ghidra to discover offsets, function addresses, or data structures in BG3(3) Implementing new Lua APIs (Ext.*, Osi.*) for macOS Script Extender(4) Porting Windows BG3SE features to macOS ARM64(5) Understanding ECS architecture, Osiris integration, or stats system(6) Analyzing ARM64 assembly or calling conventions for game hooks(7) Writing or modifying Ghidra Python scripts for BG3 analysis

Converts technical work into compelling narratives for demos, blog posts, or presentations.Use when preparing hackathon demos, writing technical blog posts, or creating marketing content.Transforms: PR descriptions, commit histories, feature implementations into structured stories.Formats: demo scripts, blog posts, presentation outlines, marketing copy.

Use when understanding legacy or undocumented systems, creating documentation for existing code, or extracting specifications from implementations. Invoke for legacy analysis, code archaeology, undocumented features. Keywords: reverse engineering, code analysis, legacy, documentation, specification.

Plan lifecycle management for Codex plans stored in $CODEX_HOME/plans (default ~/.codex/plans). Use when a user asks to create, find, read, update, delete, or manage plan documents for implementation work or overview/reference documentation.

Simplification and readability techniques. Use when writing for broad audiences or simplifying complex content. Covers active voice, short sentences, jargon elimination, and accessibility principles from the Plain Language Movement.

渲染网页 URL，去噪提取正文并输出为 Markdown（默认）或其他格式/原始 HTML，以减少 Token。

Use when building high-performance async Python APIs with FastAPI and Pydantic V2. Invoke for async SQLAlchemy, JWT authentication, WebSockets, OpenAPI documentation. Keywords: FastAPI, Pydantic, async, SQLAlchemy, JWT, OpenAPI.

Use when defining new features, gathering requirements, or writing specifications. Invoke for feature definition, requirements gathering, user stories, EARS format specs. Keywords: requirements, specifications, user stories, EARS, feature planning.

Comprehensive documentation generation through automated codebase analysis, pattern detection, and diagram creation.

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.

Use when developing Rust projects in the tempoxyz org—standardizes fmt/clippy/nextest, sccache+mold, feature-powerset checks, MSRV builds, docsrs flags, and xtask patterns so local and CI behavior match.

Comprehensive codebase quality audit with parallel agent orchestration, GitHub issue creation, automated PR generation per issue, and PM-prioritized recommendations. Use for code review, refactoring audits, technical debt analysis, module quality assessment, or codebase health checks.

Generates professional emails from bullet points or conversation summaries.Use when you need to draft emails quickly with consistent style and tone.Supports multiple tones: formal, casual, technicalSupports contexts: status updates, requests, announcements, follow-ups

Analyzes technical systems and problems through engineering lens using first principles, systems thinking,design methodologies, and optimization frameworks.Provides insights on feasibility, performance, reliability, scalability, and trade-offs.Use when: System design, technical feasibility, optimization, failure analysis, performance issues.Evaluates: Requirements, constraints, trade-offs, efficiency, robustness, maintainability.

Converts architecture descriptions, module specs, or workflow docs into Mermaid diagrams.Use when visualizing brick module relationships, workflows (DDD, investigation), or system architecture.Supports: flowcharts, sequence diagrams, class diagrams, state machines, entity relationship diagrams, and Gantt charts.Generates valid Mermaid syntax for embedding in markdown docs.

Analyzes events through computer science lens using computational complexity, algorithms, data structures,systems architecture, information theory, and software engineering principles to evaluate feasibility, scalability, security.Provides insights on algorithmic efficiency, system design, computational limits, data management, and technical trade-offs.Use when: Technology evaluation, system architecture, algorithm design, scalability analysis, security assessment.Evaluates: Computational complexity, algorithmic efficiency, system architecture, scalability, data integrity, security.

Convert Obsidian WikiLinks ([[...]]) to standard Markdown links ([...](...)) for GitHub compatibility. This skill should be used when users need to make README files or other Markdown documents GitHub-compatible while maintaining Obsidian functionality, or when batch converting WikiLinks across multiple files.