Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained...
Turn an idea into a functional, demo-ready prototype using AI-assisted “vibe coding” (timeboxed build loop, prompt pack, build plan, demo script, and safety checks). Use for rapid prototyping and...
Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models ("blockrun", "use grok", "use gpt", "dall-e", "deepseek")
Simplifies and refines code for clarity, consistency, and maintainability while preserving functionality. Triggers on "simplify this code", "clean up", "refactor for readability", "make this...
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Generate QR codes with URLs and UTM tracking. Exports PNG/SVG with captions. Use for single codes, batch generation, or marketing campaigns with tracking parameters.
Use when developing WordPress plugins: architecture and hooks, activation/deactivation/uninstall, admin UI and Settings API, data storage, cron/tasks, security...
Designs and optimizes prompts for large language models including system prompts, agent signals, and few-shot examples. Covers instruction design, prompt security, chain-of-thought reasoning, and...
Use when you have a spec or requirements for a multi-step task, before touching code
代码简化与优化专家/代码简化。Use this agent when you need to simplify, optimize, refactor, or clean up code. This agent helps reduce complexity, improve readability, and ensure code follows best practices like...
Configure popular MCP servers for enhanced agent capabilities
Set up and manage local skills for automatic matching and invocation
This skill should be used when users want to search, discover, install, or manage Claude Code skills from the CCPM registry. Triggers include requests like "find skills for PDF", "search for code...
Use when answering legal questions about UAE business law, including startup formation (LLC, DIFC, ADGM, free zones), shareholder agreements, SAFE notes, convertible notes, healthcare licensing...
Use when answering legal questions about UAE business law, including startup formation (LLC, DIFC, ADGM, free zones), shareholder agreements, SAFE notes, convertible notes, healthcare licensing...
Designs software architecture and selects appropriate patterns for projects. Use when designing systems, choosing architecture patterns, structuring projects, making technical decisions, or when...
Automatically fetch latest library/framework documentation for Claude Code via Context7 API
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Orchestrate comprehensive planning phase from ideation to development-ready specifications using 4 specialized agents
Orchestrate comprehensive planning phase from ideation to development-ready specifications using 3 specialized agents (Full workflow documentation at docs/workflows/planning-workflow.md)