gasp-diagnostics
System diagnostics using GASP (General AI Specialized Process monitor). Use when user asks about Linux system performance, requests system checks, mentions GASP, asks to diagnose hosts, or says things like "check my system" or "what's wrong with [hostname]". Can actively fetch GASP metrics from hosts via HTTP or interpret provided JSON output.
epub-chapter-extractor
Extract all chapters from an EPUB file into separate markdown files. Use when the user wants to split an EPUB into individual chapter files, extract EPUB chapters, or convert an ebook to separate markdown documents.
validate-requirements
Validate that input meets prerequisites based on the user's saved standards for the project type. Use at the start of any quality pipeline to ensure the user has provided sufficient requirements.
quality-verify
Verify the final deliverable meets all quality criteria before delivery. Use as the final validation step to ensure the output meets the user's quality standards across all 6 dimensions.
quality-report-generate
Generate comprehensive quality report with metrics and verification. Produces final CHAPTER_XX_VERIFICATION.md and quality_metrics.json for deployment approval.
pdf-page-extract
Extract rich data from PDF pages including text spans with metadata, rendered PNG images, and page mapping. Creates persistent artifacts for downstream processing.
html-structure-validate
Validate HTML5 structure and basic syntax. BLOCKING quality gate - stops pipeline if validation fails. Ensures deterministic output quality.
generate-output
Create the deliverable (code, documentation, tests, content) following the user's standards and best practices. Use after validation passes to actually build the work product.
format-standardize
Standardize formatting and apply consistent style to the deliverable. Use after generation to ensure the output matches the user's formatting standards and conventions.
draft-commit
Create a thoughtful, supportive commit message from your staged changes.
commit-drafter
Automatically draft commit messages by analyzing git status and staged changes
reviewdog
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code-analysis
Check if code is readable by non-developers - clear names, plain English comments, no jargon
ascii-preview-generate
Use AI to create ASCII text-based preview of PDF page layout. Transforms visual and extracted data into structured ASCII representation for HTML generation.
ai-visual-accuracy-check
Use AI to compare rendered HTML to original PDF page. AI makes contextual judgment about visual accuracy with explainable reasoning. BLOCKING quality gate - stops pipeline if score below 85%.
ai-html-generate
Use AI to recreate PDF page as semantic HTML. Consumes three inputs (PNG image, parsed text, ASCII preview) for complete contextual understanding and accurate generation.
ai-chapter-consolidate
Use AI to merge individual page HTML files into a unified chapter document. Creates continuous document format for improved reading experience and semantic consistency.
ui-design-system
The Design System, Theme, and UX rules for the Physical AI Hub.
robotics-subject-expert
Domain knowledge for Physical AI, ROS 2, and Humanoid Robotics.
research-fact-checker
Assists authors in researching topics, verifying facts, and ensuring accuracy in their writing. Particularly useful for historical fiction, non-fiction, science fiction, and any genre requiring real-world accuracy. Use when the user needs help with research or fact-checking.
rag-pipeline
Details on the Retrieval Augmented Generation pipeline, Ingestion, and Vector Search.
project-architecture
Overview of the project's tech stack, directory structure, and architectural patterns.
plot-consistency-checker
Analyzes narrative plot points, timelines, and story events to identify inconsistencies, plot holes, continuity errors, and pacing issues. Use when the user needs help ensuring their story remains logically consistent and well-paced.
next-js-patterns
Best practices and patterns for Next.js App Router, Server Actions, and Routing in this project.
grammar-style-enhancer
Analyzes prose for grammar errors, style inconsistencies, clarity issues, and readability problems. Provides specific suggestions for improvement while preserving the author's unique voice. Use when the user needs help polishing their writing, improving clarity, or maintaining consistent style.
docusaurus-advanced
Deep dive into the Docusaurus configuration, plugins, and custom fields.
devops-quality
Code quality standards, linting rules, and CI/CD principles.
deployment-build
Knowledge of the Vercel deployment pipeline, hybrid build scripts, and environment configuration.
database-orm
Interaction with NeonDB Postgres using Drizzle ORM.
chatbot-implementation
Details of the RAG Chatbot, including UI and backend logic.
character-development-assistant
Creates detailed character profiles including backstory, personality traits, motivations, relationships, and character arcs. Use when the user needs help developing compelling, multi-dimensional characters for their story.
canonical-format-checker
This skill should be used when content teaches patterns (skills, subagents, ADRs, PHRs, specifications) that have canonical sources elsewhere. Prevents format drift by ensuring content references and follows the authoritative format from canonical sources. Use before implementing lessons that teach platform patterns, or when reviewing content for format consistency.
browser-use
Browser automation using Playwright MCP. Navigate websites, fill forms, click elements, take screenshots, and extract data. Use when tasks require web browsing, form submission, web scraping, UI testing, or any browser interaction.
book-scaffolding
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assessment-builder
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ai-collaborate-teaching
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web-accessibility
Web accessibility compliance specialist. Use when conducting WCAG compliance
route
Manually route a query to the optimal Claude model (Haiku/Sonnet/Opus)
router-stats
Display Claude Router usage statistics and cost savings
api-skill
Updated API skill
learn-reset
Clear the knowledge base and start fresh
learn
Extract and persist insights from the current conversation to the knowledge base
learn-on
Enable continuous learning mode for automatic insight extraction
develop
General principles for exploring, developing, editing, and refactoring code. Use for codebase analysis, implementation tasks, and code quality improvements.
create-skill
Guide for creating new Agent Skills. Use this skill when you need to create a new skill.
commit
Helps write conventional commit messages, create atomic commits, and follow git best practices. Use when the agent needs to help with git commits, commit message writing, or git workflow guidance.
python-fastapi
Python FastAPI development with uv package manager, modular project structure, SQLAlchemy ORM, and production-ready patterns.
pdf-processing
Extract text and tables from PDF files, fill forms, merge documents. Use when working with PDF files or when the user mentions PDFs, forms, or document extraction.
skill-template
Template for production-grade DocEngineering skills
browser-task-and-automation-and-delegation
【强制】所有浏览器操作必须使用本技能，禁止在主对话中直接使用 mcp__chrome-devtools 工具。触发关键词：打开/访问/浏览网页、点击/填写/提交表单、截图/快照、性能分析、自动化测试、数据采集/爬取、网络模拟。本技能通过 chrome-devtools-expert agent 执行浏览器操作，避免大量页面快照、截图、网络请求数据污染主对话上下文。
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