技術寫作

This skill should be used when a user wants to create Chat Memo update release materials, specifically to generate an HTML poster and a markdown update description document for a new version release. Use this when a user says "发布新版本", "创建更新", "生成更新海报" or similar phrases, or provides version information and feature lists for a release.

Comprehensive documentation automation with quality analysis, README generation, CHANGELOG management, API documentation formatting, and Mermaid diagram generation. Integrates with /update.docs command. Use for documentation audits, technical writing, API docs, README creation, diagram generation, and maintaining project documentation.

End-to-end testing with Vitest for Vigil Guard v2.0.0 detection engine. Use when writing tests, debugging test failures, managing fixtures, validating 3-branch detection, working with 8 test files, analyzing bypass scenarios, or testing arbiter decisions.

Writing Datasette plugins using Python and the pluggy plugin system. Use when Claude needs to: (1) Create a new Datasette plugin, (2) Implement plugin hooks like prepare_connection, register_routes, render_cell, etc., (3) Add custom SQL functions, (4) Create custom output renderers, (5) Add authentication or permissions logic, (6) Extend Datasette's UI with menus, actions, or templates, (7) Package a plugin for distribution on PyPI

Your approach to handling documentation docusaurus. Use this skill when working on files where documentation docusaurus comes into play.

Master TypeScript type-level programming with conditional types, mapped types, template literals, and infer patterns. Use when writing advanced types, creating utility types, or solving complex type challenges.

Protocol fuzzer script development using boofuzz framework. Use when creating network protocol fuzzers, defining protocol PDUs (Protocol Data Units), writing mutation-based fuzzing scripts, or contributing to the boofuzz project. Covers binary protocol definitions, session management, crash detection, and reporting findings.

Comprehensive skill for Ruby RBS type signatures. Use for writing inline type annotations in Ruby files, creating standalone .rbs signature files, scaffolding types, or setting up Steep type checking. Covers both inline syntax (rbs-inline) and standalone RBS file format.

Vitest testing framework patterns and best practices. Use when writing unit tests, integration tests, configuring vitest.config, mocking with vi.mock/vi.fn, using snapshots, or setting up test coverage. Triggers on describe, it, expect, vi.mock, vi.fn, beforeEach, afterEach, vitest.

This skill should be used when debugging complex kernel issues requiring systematic investigation and documentation. Use for documenting problem analysis, root cause investigation, solution implementation, and evidence collection following Breenix's Problem→Root Cause→Solution→Evidence pattern.

Execute markdown validation with taxonomy-based classification and custom rules. Use when validating markdown compliance with LLM-facing writing standards or when generating structured validation reports.

Business process analysis, requirements documentation, and workflow optimization for retail, supply chain, and technology organizations

Capture content from JavaScript-rendered pages, login-protected sites, and multi-page documentation using Playwright MCP tools or Claude Chrome extension. Use when WebFetch fails on SPAs, dynamic content, or auth-required pages. Integrates with SkillForge's analysis pipeline for automatic content processing.

Testing patterns for behavior-driven tests. Use when writing tests or test factories.

技术文档查询，框架/库研究

Guides intelligent planning strategies with automatic phase detection and complexity assessment. Auto-activates when users mention epic breakdown, feature decomposition, scope estimation, dependency analysis, risk identification, or ask "how do I plan this complex task", "break down this feature", "what's the scope", "estimate effort", "identify dependencies", or "planning strategy". Provides interactive planning mode with 6 planning phases (complexity assessment, scope definition, dependency analysis, risk identification, task breakdown, effort estimation). Works with sequential-thinking for complex decomposition, docs-seeker for research, pm-workflow-guide for command suggestions, and linear-subagent-guide for Linear integration.

Write Architectural Decision Records following MADR template. Applies Definition of Done criteria, marks gaps for later completion. Use when generating ADR documents from extracted decisions.

World-class security content writer for VibeShip Knowledge Base. Creates authoritative, SEO-optimized, LLM-extractable content about cybersecurity vulnerabilities in AI-generated code.Use this skill when:- Writing vulnerability articles (SQL injection, XSS, IDOR, etc.)- Creating AI tool security analysis (Cursor, Claude Code, Bolt patterns)- Writing stack security guides (Next.js + Supabase, Express, etc.)- Generating fix prompts for AI coding tools- Creating security checklists and glossary entries- Writing research content (Vulnerability Index, methodology)- Any security-related KB content for vibeship.co/kb/security/Expertise: SEO optimization, LLM citation optimization, OWASP vulnerabilities, CWE database, AI-generated code patterns, vibe coder audience, technical writing for non-security-experts.

Write clear, helpful, human interface copy. Use when crafting microcopy, error messages, button labels, empty states, onboarding flows, tooltips, or when the user needs guidance on voice, tone, and how words shape the user experience.

Use when automating Google Workspace (Docs, Sheets, Slides) operations - covers authentication, common patterns, and best practices for gspread and googleapiclient