Python Coding Guidelines

Python coding guidelines and best practices. Use when writing, reviewing, or refactoring Python code. Enforces PEP 8 style, syntax validation via py_compile, unit test execution, modern Python versions only (no EOL), uv for dependency management when available, and idiomatic Pythonic patterns.

prompt-optimizer

Analyze raw prompts, identify intent and gaps, match ECC components (skills/commands/agents/hooks), and output a ready-to-paste optimized prompt. Advisory role only — never executes the task itself. TRIGGER when: user says "optimize prompt", "improve my prompt", "how to write a prompt for", "help me prompt", "rewrite this prompt", or explicitly asks to enhance prompt quality. Also triggers on Chinese equivalents: "优化prompt", "改进prompt", "怎么写prompt", "帮我优化这个指令". DO NOT TRIGGER when: user wants the task executed directly, or says "just do it" / "直接做". DO NOT TRIGGER when user says "优化代码", "优化性能", "optimize performance", "optimize this code" — those are refactoring/performance tasks, not prompt optimization.

Clean Code

Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.

code-refactoring-context-restore

Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

Code Generator

Multi-language code generator. Generate functions, classes, API endpoints, CRUD operations, test code, refactoring suggestions, language conversion guides.

code-refactoring-refactor-clean

Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

Factory AI Droid

Use Factory AI's droid CLI to interactively build, debug, refactor, review, and deploy code, with support for plugins, MCP servers, and multiple AI models.

code-refactoring-context-restore

Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

Simplify Code

Refactor code for clarity, consistency, and maintainability without changing behavior. Use when the user types /simplify or asks to simplify code.

code-refactoring-refactor-clean

Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

Refactor Safely

Plans and executes safe refactors with small steps, tests, and rollback strategy. Use when 重构, 技术债, 安全重构, refactoring, or improving code structure without br...

code-refactoring-tech-debt

Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

Ultra Agent Stinct

Autonomously handle coding tasks including writing, debugging, refactoring, testing, and git operations upon user request.

code-refactoring-tech-debt

Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

Clangd LSP

C/C++ language server (clangd) providing code intelligence, diagnostics, and formatting for .c, .h, .cpp, .cc, .cxx, .hpp, .hxx files. Use when working with C or C++ code that needs autocomplete, go-to-definition, find references, error detection, or refactoring support.

code-refactoring-tech-debt

Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

CopilotKit React Best Practices

CopilotKit React best practices for agentic applications. Use when writing, reviewing, or refactoring React code that uses CopilotKit hooks (useAgent, useFro...

code-refactoring-refactor-clean

Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

claude-code-cli

Delegate coding tasks to Claude Code CLI via background process. Use when: building features, reviewing PRs, refactoring codebases, or iterative coding that...

code-refactoring-context-restore

Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

Quality-Driven Development (QDD)

Quality-driven development with automatic TDD/DDD methodology selection and TRUST 5 quality framework. Use when building features, refactoring code, fixing b...

cursor-agent-cli

Cursor Agent CLI integration - AI-powered coding agent for terminal. Use when user mentions Cursor Agent, agent CLI, AI coding, code generation, refactoring,...

Stop Asking and Just Do It

Autonomous programming mode for openclaw.ai. Use this skill whenever a user requests any code change, feature addition, refactor, bug fix, or project task —...

ia-simplifying-code

Simplifies, polishes, and declutters code without changing behavior. Use when asked to simplify, clean up, refactor, declutter, remove dead code or AI slop,...

Just Keep Working

Autonomous programming mode for openclaw.ai. Use this skill whenever a user requests any code change, feature addition, refactor, bug fix, or project task —...

Socrates

Use when an agent is about to plan, choose an approach, do non-trivial coding, refactor, decompose work, or delegate and the quality of execution depends on...

Task 2 Refactor - Evomap Asset

Code refactoring tool converting hard-coded structures to configuration-driven designs with dynamic fields and type-safe access.

Cowork Cog

AI pair programming powered by CellCog Desktop. Code, debug, refactor, and build directly on the user's machine. Terminal access, file operations, full devel...

Profiling Driven Performance Optimization

Optimize code performance by first refactoring to a well-factored structure, then running a profiler to find actual hot spots, and applying targeted optimiza...

Coding Guidelines

Apply AI-assisted coding best practices when helping with programming tasks. Use when (1) the user asks for help writing, refactoring, debugging, or architec...

Code Smell Diagnosis

Scan a codebase or code fragment for the 22 named code smells from Fowler's refactoring catalog and produce a prioritized diagnosis report with the specific...

OpenClaw TDD

Test-Driven Development assistant. Generates test cases from code or specifications, runs tests, tracks coverage, and guides the red-green-refactor cycle. Su...

Code Assistant

Generate, review, debug, and refactor production-ready code in Python, JavaScript/TypeScript, Go, Rust, Java, and C/C++ with syntax checks and targeted edits.

Self-Improving Coding Skill

Captures lint errors, type mismatches, runtime bugs, anti-patterns, refactoring opportunities, language idiom gaps, debugging insights, and tooling issues to...

claude-code-local

Call Claude Code as a non-interactive coding agent on the same machine as OpenClaw. Use when: (1) You need to delegate coding, refactoring, or bug-fixing tas...

Code Orchestrator

Route and sequence coding tasks by selecting and orchestrating code exploration, planning, writing, debugging, refactoring, security, safe commands, and Git...

Local Coding

Local coding assistant — run DeepSeek-Coder, Codestral, StarCoder, and Qwen-Coder across your device fleet. Code generation, review, refactoring, and debuggi...

Scratch Refactoring For Code Understanding

Guide a developer through throwaway refactoring — restructure code freely without tests to understand it, then DISCARD. Use whenever a developer says 'I don'...

refactoring-specialist

Expert refactoring specialist mastering safe code transformation techniques and design pattern application. Specializes in improving code structure, reducing...

opencode-acp

Collaborate with OpenCode via ACP protocol for code modifications, refactoring, and feature implementation.

tdd-red-green-refactor

Official google-labs-code skill: tdd-red-green-refactor. From google-labs-code/stitch-sdk.

OpenAI Codex CLI Runner

Launch OpenAI Codex CLI async in background with automatic delivery to Telegram/WhatsApp. Use for coding, refactoring, codebase research, file generation, an...

cupynumeric-migration-readiness

Pre-migration readiness assessor for porting NumPy to cuPyNumeric. Use BEFORE substantial porting work begins when the user asks whether code will scale on GPU, whether they should migrate to cuPyNumeric, which NumPy patterns transfer cleanly, what must be refactored before porting, or mentions pre-port assessment, scaling analysis, or refactor planning. Inspect the user's source code, look up NumPy usage, cross-reference the cuPyNumeric API support manifest, and distinguish distributed-scaling-

OpenAI Codex Sub Agents

Use OpenAI Codex CLI for coding tasks. Triggers: codex, code review, fix CI, refactor code, implement feature, coding agent, gpt-5-codex. Enables Clawdbot to delegate coding work to Codex CLI as a subagent or direct tool.

React Best Practices

React and Next.js performance optimization guidelines from Vercel Engineering. 57 rules across 8 categories for writing, reviewing, and refactoring React code.

Regex Patterns

Practical regex patterns across languages and use cases. Use when validating input (email, URL, IP), parsing log lines, extracting data from text, refactoring code with search-and-replace, or debugging why a regex doesn't match.

Ui Ux Pro Max

UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: g

Create Cli

Design command-line interface parameters and UX: arguments, flags, subcommands, help text, output formats, error messages, exit codes, prompts, config/env precedence, and safe/dry-run behavior. Use when you’re designing a CLI spec (before implementation) or refactoring an existing CLI’s surface area for consistency, composability, and discoverability.