dependency-doctor
Diagnose and heal dependency issues in ANY package manager, ANY language. Use when facing version conflicts, security vulnerabilities, or dependency bloat.
changelog-generator
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes.
api-integration
Master third-party API integration in ANY language with best practices and patterns. Use when connecting to external services, handling OAuth, or implementing webhooks.
documentation-generation
Documentation generation and maintenance patterns including README structure, CHANGELOG management, API documentation, wiki synchronization, and badge updates. Use when creating package docs, updat...
dependency-analyzer
Analyze and optimize project dependencies. Use when auditing npm packages, checking for vulnerabilities, finding outdated dependencies, analyzing bundle size, or detecting circular imports.
competitive-ads-extractor
Extracts and analyzes competitor ads from ad libraries (Facebook, LinkedIn, TikTok, Google). Use when researching competitor messaging, creative patterns, campaign strategies, or ad inspiration. Ch...
code-quality-pipeline
Systematic code quality improvement workflow combining smart-reviewer and test-generator MCP tools with Pareto 80/20 auto-fixes, severity-based review, and comprehensive test generation. Use when p...
caching-optimizer
Optimize caching strategies for performance. Use when analyzing cache effectiveness, implementing multi-layer caching, optimizing Redis/memory caches, or troubleshooting slow response times.
navigation-architect
Designs and implements navigation flows using Expo Router (file-based routing). Use when adding new screens, handling deep links, or restructuring the app's layout.
security-audit
Scans code for security vulnerabilities, hardcoded secrets, and unsafe patterns in React Native and Expo applications. Use before merging sensitive changes or as part of a regular audit.
mobile-perf
Optimizes React Native Expo applications for speed, responsiveness, and battery efficiency. Use when fixing lag, optimizing lists, or reducing bundle size.
opinion-critic
Provides critical feedback and alternative architectural perspectives on code changes. Use when you want to explore different ways to implement a feature or find potential flaws in the current plan.
api-expert
Handles backend integration using best practices like expo/fetch and React Query. Use when the user needs to connect to an API, handle data fetching, or implement caching.
change-writer
Generates clean, human-readable changelogs and release notes from git commits and file changes. Use when preparing for a release or summarizing recent work.
doc-sync
Ensures that documentation files like README.md and AGENTS.md stay in sync with the actual code and project structure. Use when adding new features or changing project architecture.
glossary-builder
Expert glossary builder who creates comprehensive definitions and descriptions for all terms in a taxonomy. Your goal is to produce clear, accurate, and contextually appropriate definitions that help users understand each concept.
taxonomist
Expert taxonomist that creates comprehensive, well-structured taxonomies with hierarchical classification systems and optional semantic relationships. Use this when users need to build taxonomies, ontologies, or classification systems for any domain (data management, financial services, healthcare, technology, etc.). Outputs text files with relations in the format `source|is a|target`
dev-browser
Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request.
docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
pptx
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
name
“Find out process id of processes consuming desired port no and kill those processes,Use this skill when we need to free up a desired port no that is occupied by a process, or when user request to free up <xyz> port or on error `port is already in use` when starting a new process”
release
Local release workflow for the Kasoa monorepo using Changesets and pnpm. Use when preparing, versioning, publishing, or verifying npm package releases from the local machine.
conductor
Context-driven development with spec-driven workflows, TDD-based task execution, track management, and phase checkpointing
helix-stats
Show learning system health - insight counts, tag distribution, effectiveness, feedback loop status.
helix-meta-planner
Insight-driven planning. Recalls memory, explores informed by insights, decomposes via planner, writes plan.
helix-query
Search helix memory by meaning. Returns relevant insights ranked by relevance × causal effectiveness.
helix
Self-learning orchestrator with unified insight memory. Explore, plan, build.
observability-review
AI agent that analyzes operational signals (metrics, logs, traces, alerts, SLO/SLI reports) from observability platforms (Prometheus, Datadog, New Relic, CloudWatch, Grafana, Elastic) and produces practical, risk-aware triage and recommendations. Use when reviewing system health, investigating performance issues, analyzing monitoring data, evaluating service reliability, or providing SRE analysis of operational metrics. Distinguishes between critical issues requiring action, items needing investigation, and informational observations requiring no action.
disk-space-mapper
Analyze disk usage across directories, identify large/old directories, and generate storage reports. Use when you need to find directories consuming disk space, identify candidates for cleanup (directories older than X days AND larger than Y MB), sort results by size, or generate disk usage reports. Supports filtering by age and size, automatic sorting by disk space, and file-based report generation.
CORE
PAI (Personal AI Infrastructure) - Your AI system core. AUTO-LOADS at session start. USE WHEN any session begins OR user asks about PAI identity, response format, stack preferences, security protocols, or delegation patterns.
bear
Interacts with Bear note-taking app on macOS via X-Callback-URL. Use when user asks to create Bear notes, search notes, add text to notes, manage tags, capture web pages to Bear, or perform any other Bear note management tasks. Supports note creation, text appending, tag management, note search, and web page capture.
commit-message
A skill used when users request to write a commit message.
audio-transcription-cleanup
Transform messy voice transcription text into well-formatted, human-readable documents while preserving original meaning
enrich-citations
Find and add authoritative source links for all facts, citations, and references in markdown documents
transcribe-audio-to-text
Transcribe audio files to text using audinota cli
youtube-video-to-audio
Download YouTube videos as audio files using yt-dlp
mini-kanban
File-based task management with shai-tix CLI. Use when user mentions kanban, ticket, planning, task tracking, or references tickets by [id] or #id format. MUST run via: uvx --from shai-tix==0.1.3 shai-tix <cmd>. Data stored in .tix/ directory (NOT .shai-tix/).
path-reference
Create properly formatted references to paths (files or folders) in a git repository. Use when writing docs that need to link to any path in the repo.
python-project-metadata
Use when exploring Python project structure, finding virtualenv paths (python/pip/pytest), or locating package metadata (name, version, pyproject.toml).
python-test-strategy
Python unit testing patterns for pytest, including test file structure, fixtures, mocks, and coverage strategy. Use when asked to write tests (unit/integration) for any Python module, function, class, or method.
detect-python-version
Detects the Python major and minor version of the current repository
release-note-writer
Generate and update release notes for sanhe-claude-code-plugins. Use when user wants to create or update release notes, document version changes, or prepare for a new release. Reads git commit history, pyproject.toml version, and follows the standardized format.
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
GLM Prompting Guide
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code-review
使用 Minion 框架进行智能代码审查
data-validation
使用 Minion 框架进行智能数据验证
chart-visualization
ECharts图表配置技能，包括柱状图、折线图、组合图等可视化组件
business-analysis
使用 Minion 框架进行智能业务分析
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