writing-plans
Use when you have a spec or requirements for a multi-step task, before touching code
verification-before-completion
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
testing-flexible
Use when implementing features to write effective tests. Encourages test-first but allows prototyping.
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
supabase-setup
Use when setting up Supabase, creating database tables, writing RLS policies, configuring Auth (especially Apple Sign-In), creating storage buckets, writing Edge Functions in TypeScript/Deno, or running migrations. Triggers on "Supabase setup", "RLS policy", "Edge Function", "database schema", "storage bucket", "Apple Sign-In auth".
subagent-driven-development
Use when executing implementation plans with independent tasks. Features 3-stage review: spec compliance, code quality, then UX.
requesting-code-review
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
receiving-code-review
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
open-brush-plugin-skill
Create and modify Lua plugins for Open Brush with full API documentation access. Use when the user wants to create Open Brush plugins, work with Lua scripts for Open Brush, or asks about Open Brush scripting API, Lua functions, or plugin development.
ace-tool
Semantic code search tool. Use `ace search "query"` for codebase search, `ace enhance "history+prompt"` for prompt enhancement. Prefer `rg` for exact matches.
git-code-review
Get git records for specified users and days, perform code review for each commit, and generate detailed code review reports
priority-optimization-assistant
Analyzes project tasks by priority levels, generates optimization checklists, executes selected optimizations with quality assurance, and produces detailed reports for software development and project management.
repo-analyzer
Code repository analysis and technical documentation generation skill
git-batch-commit
Intelligently detects when too many files are staged and automatically groups them by feature or functionality using Conventional Commits with user language preference
design-doc-generator
This skill should be used when the user asks to "generate design document", "create database schema", "design API interface", "draw flowchart", "create sequence diagram", "design system architecture", "design module structure", "create data flow diagram", or mentions technical design documentation. Generates comprehensive technical design documents with database schemas, API specs, and Mermaid diagrams.
cross-platform-command-generator
Generates cross-platform commands and scripts for Linux, macOS, and Windows with security validation and compatibility guidance
component-tester
This skill should be used when the user asks to "test memex-cli", "test code-with-codex", "test ux-design-gemini", "test /multcode", "run component tests", "validate workflow components", "run integration tests", or "verify plugin functionality". Provides comprehensive testing framework for coding-workflow plugin components.
codex-cli-bridge
Bridge between Claude Code and OpenAI Codex CLI - generates AGENTS.md from CLAUDE.md, provides Codex CLI execution helpers, and enables seamless interoperability between both tools
code-with-codex
Write and generate code using memex-cli with Codex backend. Use when (1) Generating code files and scripts, (2) Refactoring existing code, (3) Writing tests, (4) Creating project scaffolds, (5) Implementing algorithms or features, (6) Code review and optimization, (7) Complex multi-file projects.
github-stars-analyzer
Analyzes GitHub repository data to generate comprehensive research reports about stars, popularity trends, and comparative insights
interview-master
This skill should be used when the user asks to "generate interview questions", "prepare for interview", "optimize resume", "conduct mock interview", "analyze git commits for resume", "generate resume from code", "review my resume", or mentions interview preparation, career assistance, or extracting project experience from git history. Provides comprehensive interview and career development guidance for both job seekers and interviewers.
git-commit-summarizer
Summarizes git commits for specified users over a given time period and generates markdown reports
skill-validator
Validates Claude skill files for correct structure, YAML frontmatter, Python imports, naming conventions, and compliance with official documentation
tech-stack-evaluator
Comprehensive technology stack evaluation and comparison tool with TCO analysis, security assessment, and intelligent recommendations for engineering teams
test-case-organizer
This skill should be used when the user asks to "测试用例整理", "测试整理", "organize test cases", "reorganize tests", "consolidate scattered tests", or mentions test cases scattered in business code that need to be moved to proper test directories.
ui-prototype-prompt-generator
This skill should be used when users need to generate detailed, structured prompts for creating UI/UX prototypes. Trigger when users request help with "create a prototype prompt", "design a mobile app", "generate UI specifications", or need comprehensive design documentation for web/mobile applications. Works with multiple design systems including WeChat Work, iOS Native, Material Design, and Ant Design Mobile.
ux-design-gemini
Create UX designs using memex-cli with Gemini backend. Use when (1) Generating user flows and wireframes, (2) Creating UI component specifications, (3) Designing interaction patterns, (4) Building design system documentation, (5) Producing responsive layout guides.
memex-cli
Execute AI tasks (codex/claude/gemini) with memory and resume support via memex-cli stdin protocol.
chinese-interface-doc-generator
Generates concise Chinese documentation for code interfaces (functions, classes, APIs) with Chinese comment extraction, optimized for Chinese development teams
api-document-generator
Parses interface/API information from files or directories and generates OpenAPI-compliant documentation with timestamps
code-fix-assistant
Automated code quality assistant that formats code, fixes syntax/type errors, detects bugs, and validates fixes across Python, JavaScript, TypeScript, Java, Go, and Rust
code-refactor-analyzer
Analyzes codebase for refactoring needs, generates todo reports, and validates completion
code-refactoring-assistant
Analyzes codebases by impact scope (low/medium/high), generates refactoring checklists, supports interactive review, executes refactors with QA, and produces detailed optimization reports.
auditing-security
Scans for secrets and performs comprehensive security audits. MUST Use when verifying security of code changes or auditing file safety.
ingesting-git
Transforms repositories into structured plain-text digests optimized for LLM consumption. Use when analyzing GitHub repositories, digesting codebases, or ingesting git repos for AI analysis.
conducting-research
Automatically determines the optimal research tool based on query type and available information. Use when answering technical questions requiring external verification, documentation lookup, or library/repo research. Do not use for statistical calculations, hypothesis testing, or data analysis → see analyzing-data skill.
architecting-slides
Expertise in narrative structure, academic storytelling, and LaTeX Beamer presentations. Use when designing the flow of research talks and building technical slide decks with a focus on scientific rigor and narrative clarity.
analyzing-data
Statistical analysis toolkit for hypothesis testing, regression, correlation, Bayesian statistics, power analysis, and APA reporting. USE when conducting academic research, analyzing experimental data, testing hypotheses with t-tests or ANOVA, performing regression analyses, calculating effect sizes, checking statistical assumptions, or generating publication-ready statistical reports. Do not use for literature reviews, tool selection, or methodology design → see conducting-research skill.
managing-npm
Manages npm, pnpm, and bun dependencies following strict protocols. Use when installing, updating, or auditing packages. Do not use for TypeScript configuration or build tooling.
configuring-typescript
Configures modern TypeScript (4.9+ through 5.x) for maximum type safety with sustainable compile times. Use when designing type-safe configs/maps/APIs, enforcing strictness flags, improving TS build performance (incremental, project references), or setting up separate TS/ESLint configs for tests.
processing-media
Handles video editing, ffmpeg processing, and visual analysis. Use when transforming raw footage into polished output or analyzing visual content.
generating-ui
Creates beautiful visual art in .png and .pdf documents using design philosophy. Use when creating posters, artwork, designs, and static visual pieces with original designs. Never copy existing artists' work to avoid copyright violations.
synchronizing-data
Implements offline-first synchronization with encrypted local storage and intelligent conflict resolution for mobile AI applications. Use when building offline-capable mobile apps, implementing sync with privacy requirements, or managing encrypted local data persistence. Do not use for cloud databases, real-time websocket sync, or server-side data management.
experimenting-edge
Optimizes AI models for edge deployment through quantization, lazy loading, and memory management. Use when deploying models to resource-constrained environments, mobile devices, or edge computing scenarios. Do not use for cloud deployment, model training, or data preprocessing.
repairing-state
Performs forensic investigation and applies permanent fixes. MUST USE when diagnosing component failures, hallucinations, or instruction drift. Do not use for routine tasks, standard debugging, or preventive maintenance.
managing-hooks
Comprehensive guide for creating, configuring, and using Claude Code hooks. MUST Use when creating hooks, implementing PreToolUse/PostToolUse/Stop hooks, or configuring event-driven automation. Do not use for general automation, workflow management, or task execution.
integrating-mcp
Provides comprehensive MCP integration guidance for Claude Code plugins. MUST Use when integrating databases via MCP, setting up MCP servers, or configuring connections. Do not use for API integration, web services, or general database access.
checking-types
Runs configured type checkers (pyrefly, mypy) on files after editing. MUST USE when validating Python type safety (Internal-only passive hook).
auditing-plugins
Comprehensive plugin auditing for compliance with marketplace best practices. MUST Use when validating, refactoring, or improving plugin quality. Do not use for creating new plugins, scaffolding components, or development tasks.
adhering-standards
Provides System Authority on 2026 Universal Agentic Runtime standards for all plugin components. MUST Use when auditing or managing plugin components (Skills, Commands, Agents). Do not use for creating new components, development tasks, or routine maintenance.
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