Development

Frappe DocType creation patterns, field types, controller hooks, and data modeling best practices. Use when creating DocTypes, designing data models, adding fields, or setting up document relationships in Frappe/ERPNext.

Assess organizational doctrine and universally useful patterns

Generate language-specific docstrings for C#, Java, Python, and TypeScript following industry standards (PEP 257, Javadoc, JSDoc, XML documentation)

Reference page structure, templates, and writing patterns for src/content/reference/. For components, see /docs-components. For code examples, see /docs-sandpack.

Use when writing or editing files in src/content/learn/. Provides Learn page structure and tone.

Use when writing any React documentation. Provides voice, tone, and style rules for all doc types.

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version checking, code example validation, API correctness, confidence classification system ([Verified], [Error], [Outdated], [Unverified]), source prioritization, and update frequency rules.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

Automates documentation maintenance. Detects modified files via git diff, creates docs for new files, updates docs for modified files, generates changelog. Use after implementation to keep docs current.

Knowledge of documentation platforms and fetching strategies. Use when adding new documentation sources, determining fetch strategy for a docs site, detecting doc frameworks, or configuring the docs registry.

Searches the aem.live documentation for information on AEM Edge Delivery Services features. Use this skill when you need more information about a feature, want guidance on how to implement a feature, and using existing tools you have to search the web isn't turning up relevant results.

Use when adding interactive code examples to React docs.

[ドキュメント] リバースエンジニアリングによるドキュメント作成（俯瞰/引き継ぎ用）

README best practices ve proje dokümantasyon şablonları.

Activates the Technical Writer to generate, update, or refactor internal project documentation. Use when creating READMEs, ADRs, or technical guides.

Generate hierarchical documentation structures (AGENTS.md, agent.d, and custom docs) for codebases. Use when user asks to create documentation files, analyze codebase for AI agent documentation, set up AI-friendly project documentation, or generate context files for AI coding assistants. Triggers on "create documentation", "generate docs", "analyze codebase for AI", "documentation setup", "hierarchical docs".

Generate documentation for code, APIs, and components

WCAG-compliant Mermaid diagrams using verified accessible color palette. Use when creating diagrams, flowcharts, or any color-dependent visualizations requiring accessibility compliance for color blindness.

Code comments, JSDoc/TSDoc ve changelog best practices.

Documentation check checkpoint for conductor gates. Analyzes code changes to determine if documentation needs updating. Returns structured result with pass/fail status and documentation suggestions.

Bootstraps documentation structure for projects. Creates initial README, architecture docs, and API documentation with project-aware templates.

Generates comprehensive changelogs from Conventional Commits, maintains CHANGELOG.md files, and scaffolds project documentation like PRD.md or ADR.md. This skill should be used when creating changelogs, generating release notes, maintaining version history, documenting architectural decisions, or scaffolding project requirements documentation. Use for changelog generation, release notes, version documentation, ADR, PRD, or technical documentation.

Analyzes code changes and identifies documentation gaps. Scans git history, catalogs existing docs, and generates comprehensive analysis reports.

Documentation usage analytics and insights. Integrate with Google Analytics, Algolia analytics, and custom tracking to measure documentation effectiveness, identify content gaps, and optimize user journeys.

Write PRDs, specs, and project context optimized for coding assistants (Claude Code, Cursor, Copilot, Custom GPTs). Includes CLAUDE.md generation, session planning, and templates for creating documentation that tools can execute effectively.