В каталоге 182 820 навыков в 14 категориях.
Use when committing changes: governed commit workflow with staging, lint, secret scan, conventional commit message, and...
Create properly attributed commits for AI-generated code
Generate AI-ready metadata for design system components to enable intelligent UI generation. Analyzes component structur...
检索、核验并评估 AI 与计算机科学研究，特别是 LLM、机器学习、NLP、CV、系统、软件工程、数据库、安全、HCI、IR 和数据挖掘。Use for 最新 AI/计算机论文、arXiv 前沿追踪、技术路线比较、代码复现、模型/数据/算力...
Generates a complete, professional client onboarding package for AI consultants, AI auditors, and solopreneurs working i...
Provides AI consultation workflows, prompt templates, and best practices for multi-model consultation. Use when user ask...
Use when offer fractional AI engineering and consulting services. Act as a part-time AI executive for companies that can...
Use when work must select API styles from audience and behavior, then make contracts predictable, secure, observable, ev...
生成 AI 相关技术内容，帮助编写 AI 工具使用指南、模型对比、应用案例等内容。使用时涉及 AI 工具、模型、应用等主题时。
Use when auditing metadata, crawlability, structured data, or indexability related to Audit and refine AI-generated cont...
Audit a content library, docs site, or blog for AI-generated filler that's eroding trust and search performance — and tr...
Review AI-generated content pipelines for deepfake detection gaps, provenance chain failures, C2PA implementation correc...
How humans and AI compose in content workflows. Where AI legitimately participates, where humans must own, hybrid workfl...
AI 内容创作专家，生成高质量的 SEO 和 GEO 优化内容，支持多种内容类型和风格。
文案诊断助手适合内容创作者、市场营销、运营、内容媒体在用户提出“这段文案能打动人吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成内容诊断、优化建议、执行清单。
AI content generation with OpenAI and Claude, callAIWithPrompt usage, prompt storage in app_settings, structured outputs...
Design, implement, audit, or operate a complete AI-assisted website content system covering topic queues, scheduled arti...
AI生成コンテンツの総合品質チェックスキル。読みやすさ、正確性、関連性、独自性、SEO、アクセシビリティ、エンゲージメント、文法・スタイルを多角的に評価。
Step-by-step guidance for AI context.
Designs agent memory that remembers users across sessions: point-in-time facts, consolidation, tenant isolation. Use whe...
AIコーディング支援ツールのコンテキストファイル（CLAUDE.md等）を最適化するスキル。 以下の状況で使用: (1) ユーザーが「CLAUDE.mdを改善して」「コンテキストファイルを最適化して」と依頼した時 (2) ユーザーが明示的に...
Build the context an AI needs to do a task well — the background, constraints, examples, and format it can't guess — so...
设计让 AI agent 安全调用的系统工具（CLI 底座、SKILL.md 标准、硬确认、提权模型）。
Build multiple AI agents that work together. Use when you need a supervisor agent that delegates to specialists, agent h...
转化实验助手适合内容创作者、市场营销、运营、内容媒体在用户提出“这个改动值得测吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成内容诊断、结构化优化建议、可执行发布清单。
文案诊断助手适合内容创作者、市场营销、运营、内容媒体在用户提出“这段文案能打动人吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成说服力诊断、可复制改稿、风险词提示。
Core Web Vitals 诊断助手适合technical、产品、市场营销、software在用户提出“页面速度拖转化吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成问题归因、服务改进建议、SOP …
Train LLMs to generate high-quality research plans via rubric-based RL without requiring experimental verification. Extr...
Use this when the user is building an AI product, agent, automation, SaaS, app, image/video/audio tool, or API-based wor...
Run any question, idea, or decision through a council of 5 AI advisors who independently analyze it, peer-review each ot...
Use when polling external AIs (OpenAI, Anthropic) outside the host session for a neutral second opinion on a roadmap, di...
Deep, interactive variant of ai-council with three user-in-the-loop checkpoints (clarify, surface assumptions, iterate)....
Convene a council of ~4 frontier models via the OpenRouter API for independent parallel reviews of a PR, plan doc, or fi...
Use when creating a new skill or agent for the ai-engineering framework, with TDD-based pressure testing and CSO-optimiz...
Research-powered creative strategy with visual previews. Use when you need to figure out WHAT to create before creating...
CRM 清理助手适合运营、产品、销售、software在用户提出“CRM 数据还能用吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成销售策略、沟通素材、跟进计划。
Dual-AI code validation using both Claude and Google Gemini to catch 20% more issues. Validates React Native screens for...
客户脉搏诊断助手适合运营、产品、销售、software在用户提出“客户现在满意吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成运营诊断、商品/流量优化建议、执行清单。
Reduce your AI API bill. Use when AI costs are too high, API calls are too expensive, you want to use cheaper models, op...
Fetches AI news from smol.ai RSS and generates structured markdown with intelligent summarization and categorization. Op...
Fetches AI news from smol.ai RSS. Use when user asks about AI news or daily tech updates.
Daily AI news digest covering technical advances, business news, and engineering impact. Aggregates from research papers...
Perform comprehensive data analysis, statistical modeling, and data visualization by writing and executing self-containe...
Detects apps that send user data to third-party AI systems without explicit in-app consent and disclosure, enforcing Gui...
Data pipelines, feature stores, and embedding generation for AI/ML systems. Use when building RAG pipelines, ML feature...
Execute and analyze AI Data Poisoning attacks. By subtly injecting malicious or targeted misinformation into an LLM's t...
Protecting personal and sensitive data throughout the machine learning lifecycle, from training to inference.
Reviews AI/ML systems for data privacy and governance risks including training data privacy, PII exposure in prompts and...
Manages AI model retention and machine unlearning requirements. Covers training data deletion verification, model versio...
Use after generating code, after accepting AI suggestions, or when reviewing AI-written modules. Also use when code work...
Use when investigating unexpected behavior, test failures, runtime errors, or regressions. Systematic 4-phase diagnosis:...
Routes marketing and GTM decisions into three AI governance zones (AI-Primary, Collaborative, Human-Primary) by stakes a...
Find model-based decision points and check if they are logged with sufficient context. Trigger: /ai-log
Break a failing complex AI task into reliable subtasks. Use when your AI works on simple inputs but fails on complex one...
Builds repeatable deep-research workflows for verified synthesis. Use when producing evidence-backed briefs, comparisons...
Define an AI feature — the job it does, for whom and when, whether AI is the right tool at all, success criteria a check...
Clarify, create, review or change product, service and office workflow requirements, PRDs and interactive prototypes. Us...
设计 Brief 助手适合内容创作者、市场营销、运营、内容媒体在用户提出“设计需求说清了吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成视觉诊断、设计改进建议、检查清单。
Detect fraud, unusual behavior, and anomalies in events or transactions using AI. Use when detecting fraud, flagging sus...
Comprehensive AI/ML development guide for LangChain, LangGraph, and ML model integration in FastAPI. Use when building L...
Expert guidance for developing and integrating AI systems using LLM APIs, SDKs, and Model Context Protocol (MCP). Covers...
Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and mark...
Coordinate multi-agent software delivery with guardrails for planning, implementation, testing, and release.
Synchronize and update Claude Code and GitHub Copilot development tool configurations to work similarly. Use when asked...
[AI & Tools] Synchronize and update Claude Code and GitHub Copilot development tool configurations to work similarly. Us...
Multi-agent development workflow system for structured task execution. Use when working with tasks in .tasks/ directory,...
Detects code smells, anti-patterns, and debugging issues. Use when: fixing bugs, reviewing code quality, or refactoring.
AI DevKit · Check local AI DevKit readiness and run setup only when status shows onboarding or harness integration gaps.
Ideates 3 distinct AI-native solution directions for the chosen AI differentiator need (AI wedge) through three lenses —...
Use when AI contribution metadata must match the actual workflow, when model alias and dated identifiers need auditing,...
Decide when and how your product and communications must (or should) label AI-generated content, and write the disclosur...
Read-only discovery step of the auto-improvement loop. One bounded agent turn per cycle reads the focus files (Read/Grep...
Audit how a brand appears in AI-powered search (ChatGPT, Perplexity, Claude, Gemini). Use when user mentions "AI search,...
Designs and productizes AI opportunity identification (the discovery phase) into a paid consulting engagement — a 4-phas...
Use when an approved plan exists (plan.md + tasks.md) and you need to execute it. Dispatches subagents per task with two...
Guides multi-GPU pre-training: DDP, FSDP2, ZeRO, tensor/pipeline/expert parallelism, fp8/Muon. Use when scaling a run, t...
Use when deciding between HITL, OHOTL, and AHOTL modes in AI-DLC workflows. Covers decision frameworks for human involve...
Describe your AI problem and get routed to the right skill with a ready-to-use prompt. Use when you are not sure which a...
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This skill should be used when writing, reviewing, or refactoring documentation that will be consumed as AI context. Opt...
Write AI-readable documentation following concise-over-comprehensive principle, hierarchical CLAUDE.md/AGENTS.md inherit...
DOCX 整理助手适合运营、产品、市场营销、technical在用户提出“DOCX 重点是什么”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成摘要、诊断结论、行动建议和可复用交付物。
Conducts Data Protection Impact Assessments for AI and ML systems per EDPB Guidelines 04/2025 on AI processing. Covers t...
Use this skill when someone is about to sign or approve a GRC artefact an AI agent drafted (a risk register, applicabili...
Strategic guide for consuming design system metadata to compose components intelligently. Use when generating or modifyi...
电商搜索诊断助手适合运营、产品、销售、software在用户提出“站内搜索好用吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成运营诊断、商品/流量优化建议、执行清单。
EDT-based 1C:Enterprise (1С:Предприятие 8.3+) development via the EDT MCP server - BSL code analysis and editing, metada...
AI Elements component library for AI-native applications. Use when building chatbots, AI workflows, or integrating with...
Build AI chat interfaces using ai-elements components — conversations, messages, tool displays, prompt inputs, and more....
AI Elements component library guidance — pre-built React components for AI interfaces built on shadcn/ui. Use when build...
Create new AI chat interface components for the ai-elements library following established composable patterns, shadcn/ui...
This skill provides production-ready AI chat UI components built on shadcn/ui for conversational AI interfaces. Use when...
Status: Production Ready ✅ | Last Verified: 2025-11-18
This skill provides guidance for building workflow visualizations using Vercel AI Elements and React Flow. It should be...
转化实验助手适合内容创作者、市场营销、运营、内容媒体在用户提出“这个改动值得测吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成邮件节奏诊断、主题行建议、改写稿。
Stand up a production-ready AI employee operating system in one guided session. Outputs 7 ready-to-use files: IDENTITY.m...
Support adversary-emulation and red-team analysis to stress-test plans and assumptions. Use when evaluating vulnerabilit...
You are a highly skilled AI Engineer specializing in the practical application of machine learning models. You are an ex...
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimo...