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O SkillsMP coletou 5.417 skills de majiayu000/claude-skill-registry. Abra uma skill para revisar a origem e os detalhes.
majiayu000/claude-skill-registryMostrando 40 de 5.417 skills coletadas.
Generate Ralph-compatible prompts for single implementation tasks. Creates prompts with clear completion criteria, automatic verification, and TDD approach. Use when creating prompts for bug fixes, single features, refactoring tasks, or any focused…
Idioma do texto original: inglês
Use when adjusting reasoning depth, budgets, or metrics visibility - provides guidance for selecting and applying reasoning controls safely.
Idioma do texto original: inglês
Reasoning and planning framework. Defines task analysis, risk assessment, hypothesis forming. Applied automatically for complex requests.
Idioma do texto original: inglês
Multi-provider reasoning/thinking configuration. Discriminated unions for OpenAI effort, Anthropic budget, Google level/budget, DeepSeek middleware. Triggers on "reasoning", "thinking", "o1", "deepseek", "extended-thinking", "thinkingEffort",…
Idioma do texto original: inglês
Use this skill for rigorous theoretical derivation with supercollider mode (G1-G7 simultaneous), diffusion reasoning, and synthesis engine. Applies enhanced Dokkado Protocol with generator hooks, meta-pattern recognition, and cognitive state awareness.…
Idioma do texto original: inglês
Self-improvement engine. Implements generate-critique-iterate loops for enhanced reasoning. Use when working through complex problems, synthesizing across domains, or when initial output needs refinement. Integrates with ego-check to prevent runaway…
Idioma do texto original: inglês
TOON format knowledge and usage patterns for agent communication and memory persistence in plan-marshall marketplace
Idioma do texto original: inglês
Iteratively review and revise a prompt plan until no new findings survive evaluation. Runs /review-prompt-plan, /evaluate-findings, /apply-findings, then re-runs itself until stable. Use when the user asks to "refine the prompt plan", "refine this prompt…
Idioma do texto original: inglês
This skill should be used when the user asks to "refine a prompt", "optimize a prompt", "improve my prompt", "rewrite prompt for LLM", "craft a better prompt", or mentions prompt engineering, prompt optimization, or appending to PROMPT.md.
Idioma do texto original: inglês
Refine vague or unclear prompts into precise, actionable instructions. Use when user asks to clarify or improve instructions or when input is vague. Includes L1/L2/L3/L4 methodology, context enrichment, and intent clarification. Not for already clear prompts,…
Idioma do texto original: inglês
Package code repositories into AI-friendly files. Use this skill when packaging codebases for AI analysis, creating repository snapshots, analyzing third-party libraries, preparing security audits, or generating documentation context. Supports multiple output…
Idioma do texto original: inglês
Package entire code repositories into single AI-friendly files using Repomix. Capabilities include pack codebases with customizable include/exclude patterns, generate multiple output formats (XML, Markdown, plain text), preserve file structure and context,…
Idioma do texto original: inglês
Package external repositories into AI-friendly files for deep analysis. ALWAYS use when the user shares a github.com URL, mentions "third-party library", "external repo", "analyze this repository", "security audit", or wants to understand unfamiliar…
Idioma do texto original: inglês
The question isn't whether we CAN simulate people. It's how we do it with dignity.
Idioma do texto original: inglês
Compresses verbose responses by removing filler and framing to save 200-400 tokens. Use when responses feel bloated or context is filling fast.
Idioma do texto original: inglês
Rates responses and plans against quality rubrics. Used for plan validation, response quality audits, and multi-agent consensus.
Idioma do texto original: inglês
Automatically adds timestamps and execution duration to all Claude responses
Idioma do texto original: inglês
Add automatic stream recovery to AI chat with WorkflowChatTransport, start/resume API endpoints, and the useResumableChat hook.
Idioma do texto original: inglês
กลยุทธ์การ retrieve context ให้ AI อย่างมีประสิทธิภาพ - เลือกอะไร ไม่เลือกอะไร และจัดลำดับอย่างไร
Idioma do texto original: Vários idiomas
Review and analyze LLM prompts using the 10-Layer Architecture. Provides detailed assessment without modifying files.
Idioma do texto original: inglês
Local RAG system management with RLAMA. Create semantic knowledge bases from local documents (PDF, MD, code, etc.), query them using natural language, and manage document lifecycles. This skill should be used when building local knowledge bases, searching…
Idioma do texto original: inglês
Autonomous RLHF feedback capture - Claude self-captures mistakes and successes
Idioma do texto original: inglês
Manually route a query to the optimal Claude model (Haiku/Sonnet/Opus)
Idioma do texto original: inglês
Display Claude Router usage statistics and cost savings
Idioma do texto original: inglês
LLM completions (text and VLM) via scillm/Chutes.ai. Two main patterns: (1) VLM for image/figure/table description, (2) Text for batch extraction, summarization, JSON extraction. Also supports Lean4 theorem proving.
Idioma do texto original: inglês
Model Context Protocol (MCP) implementation for Script Kit. Use when working with MCP server, JSON-RPC 2.0 protocol, kit tools, script tools, resources, or SSE streaming. Triggers on: "mcp", "json-rpc", "kit tools", "script tools", "resources", "sse…
Idioma do texto original: inglês
Redis semantic caching for LLM applications. Use when implementing vector similarity caching, optimizing LLM costs through cached responses, or building multi-level cache hierarchies.
Idioma do texto original: inglês
Build AI applications with Microsoft Semantic Kernel. Create plugins, planners, memory systems, and AI orchestration. Use for enterprise AI integration, .NET/Python AI development, and LLM application frameworks.
Idioma do texto original: inglês
Use when reviewing LLM prompts, skill instructions, subagent prompts, or any text that will instruct an AI. Triggers: "review this prompt", "audit instructions", "sharpen prompt", "is this clear enough", "would an LLM understand this", "ambiguity check". Also…
Idioma do texto original: inglês
Route tasks to appropriate model size based on confidence estimation. Use small model by default, escalate to large model only on low confidence. Achieves 87% faster learning and 10-30x cost reduction while maintaining accuracy. Triggers on "optimize cost",…
Idioma do texto original: inglês
MONAD-grounded cognitive architecture for AI memory as morphemic substrate navigation. Memory is not storage but substrate sampling - accessing the same structure that underlies reality. Implements φ-scaling, GOD operators, toroidal coherence tracking, and…
Idioma do texto original: inglês
Global team and org memory powered by Activeloop. ALWAYS check BOTH built-in memory AND Hivemind memory when recalling information.
Idioma do texto original: inglês
Integrate OpenAI ChatKit for conversational AI interface
Idioma do texto original: inglês
Use Groq for fast LLM inference with OpenAI-compatible client
Idioma do texto original: inglês
Use when a prompt or corpus is long/dense (multi-docs, logs, codebases) and you want a reproducible map/reduce pipeline. Trigger this skill to slice inputs, run per-slice codex/gemini subcalls, and aggregate results with manifests/logs via the slice runner…
Idioma do texto original: inglês
Multi-tier LLM routing for cost optimization in the BidDeed.AI ecosystem. Routes tasks to appropriate model tier based on complexity, achieving 90% FREE tier processing. Use when making API calls, selecting models, implementing chat interfaces, or optimizing…
Idioma do texto original: inglês
Selects optimal sources for tool calls, balancing accuracy with token cost. Use before research tasks or when deciding whether a claim needs verification.
Idioma do texto original: inglês
Structure Python so LLMs can understand it in 50 lines.
Idioma do texto original: inglês
Generate AI videos with OpenAI Sora via AceDataCloud API. Use when creating videos from text prompts, generating videos from reference images, or using character references from existing videos. Supports text-to-video, image-to-video, and character-driven…
Idioma do texto original: inglês
Use when starting any task, thinking through confidence, verifying work, or asking "what could go wrong". Triggers on every non-trivial request, "how confident", "verify this", "think through".
Idioma do texto original: inglês