发现 research llm ai 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
This skill should be used when the user asks to "add resiliency to a skill", "make this skill more robust", "improve error handling", "add validation mechanisms", "create self-correcting behavior", or discusses...
Transform raw, unorganized information into actionable knowledge through systematic validation. Use when users want to synthesize information from multiple sources (documents, URLs, transcripts, notes) into str...
Quantitative framework for detecting AI-generated "slop" in prose through systematic analysis of structural, lexical, rhetorical, and logical patterns. Use when analyzing text authenticity, evaluating writing q...
Guide for creating reliable AI workflows and SOPs. Use when: (1) User wants to create a structured workflow for AI tasks, (2) User needs to build an SOP for complex processes, (3) User wants to ensure their wor...
Universal pattern for structured LLM interaction managing finite context windows through phased progression (Observe-Orient-Decide-Act). Use when the user has a complex problem, wants to design/build/create som...
Universal orchestrator for software projects: SDD workflow, research, product planning, development, marketing, project/business analysis, UX, HR/recruiting. 60+ agents, 18 skills, 605 methodologies.
ML Engineer role: LLM APIs (OpenAI, Claude, Gemini), embeddings, RAG pipelines, fine-tuning, LangChain, LlamaIndex, vector databases (Pinecone, Chroma, Weaviate), prompt engineering, model evaluation, cost opti...
从当前会话中提取经验，自动生成可复用的 Claude Code Skill。Use when user wants to 提取skill, 总结成skill, 固化经验, 生成skill, extract skill, create skill from context, save as skill, 把经验变成skill.
使用 AI 理解和分析多媒体内容（图片、视频、音频）。Use when user wants to 理解图片, 分析视频, 音频转文字, 视频问答, understand media, analyze video, transcribe audio, describe image, what is in this video/image/...
Apply Focus.AI brand guidelines to documents, presentations, websites, and other materials. Supports two sub-brands - Focus.AI Client (services, proposals, client work) and Focus.AI Labs (research, experiments,...
Meaning engine that translates intention into safe, effective symbolic experience
Listener agency preservation and non-coercive suggestion framework
Generate production-ready SSML scripts for Google Cloud TTS
Generate voice audio using Google Cloud TTS with enhancement
Use for any TiDB-related projects, tasks, or code. Context engineering and context management for AI agents: keep prompt prefixes stable for KV-cache, use append-only context, prefer tool masking over tool remo...
A clear description of what this skill does and when Claude should automatically invoke it
A high-precision implementation mode for the Claude-type AI to execute the plan with zero errors.
The unified AI agent for Polyprophet - combines deep analysis, precise execution, and atomic-level investigation. One agent, one skill, one mission.
A deep analysis mode for the Google AI (Gemini) to fully deconstruct the codebase and market conditions without editing code.
Capture session context before ending for seamless resume by next agent. Use when ending a session, switching contexts, or when user runs /handoff.
结束当前对话
Ralph Wiggum 自主循环模式。AI 持续执行任务直到全部完成，按用户确认的节奏汇报（默认整单完成后）。触发词：ralph、ralph-loop、/ralph-loop、自主循环、autonomous、直到完成、循环执行。
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services. Use when building MCP servers to integrate APIs, whether in Python (FastMCP) or Node/Typ...
Two-phase reasoning paradigm that reduces hallucinations and constraint violations in complex planning tasks. Use when tasks involve multi-step planning, constraint satisfaction, resource allocatio...
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。