В каталоге 183 730 навыков в 14 категориях.
Adds edge case tests, fixes flaky tests, and improves coverage. Used to resolve test deficiencies, enhance reliability,...
Competitor/industry monitoring feature - track social accounts, detect viral content, analyze trends.
Autonomous discovery of concepts, methods, and vocabulary we have NOT heard of yet — sweeps broadly, diffs against a kno...
Adding edge-case tests, repairing flaky tests, and improving coverage. Use when test gaps need filling or regressions ne...
Maps a PR diff to user-facing API endpoints and screens, then counts real production usage of those surfaces. Use only w...
Analyze the multi-track ai-signal-radar repository to produce monthly or quarterly reviews, theme and trend synthesis, c...
Automate Radar tasks via Rube MCP (Composio). Always search tools first for current schemas.
Configure radar (spider) charts in drizzle-cube dashboards for multi-dimensional comparison. Use when creating radar cha...
Busca e resume as últimas notícias de IA em português a partir de fontes selecionadas. Remove duplicatas e categoriza os...
Unified entry point for the 6-skill radar family (5 companions + capstone). Routes to individual skills, runs targeted (...
Shared axis classification framework for all radar-suite skills. Every finding must be classified as axis_1 (bug), axis_...
Use this skill whenever the user wants to analyze binaries with radare2/r2 from the command line, including reverse engi...
Drive the radare2 CLI for binary reconnaissance, disassembly, analysis, function locating, export, and lightweight patch...
使用命令行二进制分析结果检查格式、函数、字符串和引用
Search and add movies to Radarr. Supports collections, search-on-add option.
Audit and fix AI-generated or existing code for RadOS design compliance. Use after generating UI code or when reviewing...
Create components that work with RadFlow visual editor and component discovery. Use when building new UI components for...
Create distinctive RadOS-styled UI components with System 7 heritage and warm California aesthetics. Use when building n...
Set up or update RadFlow design system from Figma. Use ONLY for initial design system import (colors, typography, spacin...
Configure radial bar charts in drizzle-cube dashboards for circular progress and gauge visualizations. Use when creating...
A framework for improving team performance and relationships through Radical Candor (Caring Personally + Challenging Dir...
当使用者给出「说话人名字 + 说话内容 + 主色」，说"做一张车队无线电那种语录卡"、"生成 XX RADIO 的图"、"把这句话做成无线电字幕卡"、"照那个红色波形的格式来一张"时使用。产出单文件 HTML，800×1000 竖版：顶部是...
分析已获准的无线信号、采样与协议特征
Use for authorized RF/SDR security research including signal identification, replay feasibility study in shielded labs,...
Adjust SDR radio settings (frequency, gain, squelch, bandwidth, filters, AGC) in WaveCap-SDR. Use when changing tuning p...
Use when creating radiology educational quizzes, preparing board exam questions, or studying medical imaging cases. Gene...
---name: radiomics-pathomics-fusion-agent
Use when building or auditing a radiomics or tabular clinical-ML prediction model with a classical learner (LASSO, SVM,...
Produce or audit a radiomics / tabular clinical-ML study — imaging or clinical features → any classical learner (penalis...
Generates border-radius tokens from sharp to pill shapes. Use when creating corner rounding systems, button radius, card...
Use radius2 symbolic execution with radare2 to find inputs that reach or avoid code paths.
Canonical Radix & Positional Numeral Notation Registry and Transcoding Engine. Map 43 known radices (Base 1 to 360), per...
Radix UI primitives for accessible React components. Covers dialogs, dropdowns, popovers, and form controls. Triggers on...
Repair Radix parts, portals and focus mechanics.
Radix UI unstyled accessible primitives for dialogs, popovers, dropdowns, and more. Use when building custom accessible...
Radix UI primitives, composition patterns, accessibility, and customization.
Expert guidance for building React UIs with Radix Themes and Radix Primitives. Use when creating accessible, customisabl...
Use for accessible React primitives when shadcn doesn't have the component you need
Radix UI unstyled accessible React components. Headless primitives. USE WHEN: user mentions "Radix", "Radix UI", "headl...
Radix UI primitive patterns. Use when building accessible, unstyled UI components like dialogs, dropdowns, tooltips, tab...
Build accessible React components with Radix UI primitives. Covers unstyled components, accessibility features, composit...
Builds accessible components with Radix UI primitives including dialogs, dropdowns, tooltips, and form controls. Use whe...
Build accessible, unstyled React UI components with Radix Primitives
Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and comp...
Radix UI primitive components for accessible UI. Use when building accessible interactive components.
RadTools UI component API. Use when building interfaces with Button, Card, Tabs, Dialog, and other design system compone...
Create components that work with RadTools visual editor and component discovery. Use when building new UI components for...
Set up or update RadTools design system from Figma. Use ONLY for initial design system import (colors, typography, spaci...
Raet integration. Manage data, records, and automate workflows. Use when the user wants to interact with Raet data.
Räumungsklage und Zwangsräumung im Wohnraum- und Gewerberaummietrecht – Rückgabeanspruch § 546 BGB und Herausgabeanspruc...
Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbi...
---name: raffle-winner-picker
Automate Rafflys tasks via Rube MCP (Composio). Always search tools first for current schemas.
Run a 3-node meta-service Raft cluster failover drill for RobustMQ. Use when the user wants to verify cluster startup, n...
为 Raft 中使用 Codex 的成员建立或调整独立配置，排查 config.toml 未生效、上下文窗口、项目信任和启动覆盖问题，并验证实际配置来源。用于环境配置，不用于创建 Agent 或执行产品开发。
Entry point for rafter. Invoke when a sub-skill is unclear, or when the task needs `rafter run` (remote SAST+SCA), `raft...
REQUIRED before declaring a task done when the diff touches user input, SQL, shell, auth, credentials, file paths, seria...
REQUIRED before writing code for any feature touching auth, payments, credentials, tokens, sessions, file upload, user d...
REQUIRED before copying any third-party SKILL.md, MCP manifest, Cursor rule, or agent config into this machine or forwar...
Details on the Retrieval Augmented Generation pipeline, Ingestion, and Vector Search.
Implements Retrieval-Augmented Generation for AI models to fetch and use external knowledge.
通用 RAG 方法论 Skill 集合（9 模块，跨项目可迁移）：加载 / 摄取 / 查询理解 / 检索 / 重排 / 生成防幻觉 / 多轮对话 / GraphRAG / 评估。每篇「通用原则 + 落地建议」。
Use when setting up LibreChat RAG (Retrieval-Augmented Generation), configuring embeddings providers, setting up file se...
Use when building grounded Q&A over your own corpus — chunk, retrieve hybrid, rerank, ground, cite chunk ids, refuse whe...
Use when the user has already provided source material and needs a cited, evidence-constrained answer from that material...
Build Retrieval-Augmented Generation (RAG) systems for AI applications with vector databases and semantic search. Use wh...
Semantic search over vector databases for document retrieval. Use this skill when the user requests searching documents,...
Use when building Retrieval-Augmented Generation systems - covers document ingestion, hybrid search retrieval, reranking...
Provides patterns to build Retrieval-Augmented Generation (RAG) systems for AI applications with vector databases and se...
Create, ingest, search, and attach explicit user RAG collections for task-specific corpora.
Build and debug Retrieval-Augmented Generation pipelines — chunking, embedding, retrieval, reranking
Architect production RAG systems with document chunking, semantic retrieval, context stuffing, and citation attribution.
RAG pipelines including document chunking, embedding, vector search, retrieval strategies, and reranking
Use when building retrieval-augmented generation. Covers chunking, embedding and hybrid search, reranking, grounding and...
Retrieval-Augmented Generation, chunking, metadata tags, and retrieval flows.
Comprehensive guide to rag. Master the concepts, implementation, best practices, and real-world applications of rag in p...
Implements document chunking, embedding generation, vector storage, and retrieval pipelines for Retrieval-Augmented Gene...
Designs, tunes, and debugs retrieval-augmented generation (RAG) pipelines: chunking, embeddings, hybrid retrieval, reran...
Build, optimize, and debug RAG pipelines with chunking strategies, retrieval tuning, evaluation metrics, and production...
高性能 RAG 多路检索服务。集成 Milvus 向量数据库进行语义检索，并结合 Rerank 模型进行精准重排序，支持海量文档的高效存储与历史内容召回。
Measure RAG answer quality through three core metrics: Faithfulness (accuracy to context), Relevance (retrieval quality)...
Retrieval-Augmented Generation for project knowledge management using ChromaDB
Patterns for Retrieval-Augmented Generation (RAG) and agent memory systems. Retrieves only relevant context, prevents co...
Use when building RAG systems, implementing semantic/hybrid search, selecting vector databases, tuning retrieval quality...
Use when the user asks to design RAG pipelines, optimize retrieval strategies, choose embedding models, implement vector...
Design RAG pipelines: chunking, retrieval evaluation, and architecture. Use when building a RAG system, selecting a chun...
Use when building RAG systems, vector databases, or knowledge-grounded AI applications requiring semantic search, docume...
The RAG (Retrieval-Augmented Generation) Architect skill provides comprehensive tools and knowledge for designing, imple...
RAG Architect - POWERFUL
Use when the user asks to design a RAG pipeline, choose a chunking strategy or embedding model, pick a vector database,...
Build retrieval-augmented generation systems that ground LLMs in your data.
Use when building retrieval-augmented generation systems. Covers chunking strategies, embedding models, vector databases...
Retrieval-Augmented Generation (RAG) system design patterns, chunking strategies, embedding models, retrieval techniques...
RAG (Retrieval-Augmented Generation) architecture patterns cover system design for building efficient, scalable, and acc...
Review an existing Retrieval-Augmented Generation system and find why it underperforms. Use when asked to review or audi...
Motor GraphRAG local que responde perguntas complexas de lore usando travessia do grafo do universo ficcional com SLM lo...
NVIDIA RAG Blueprint — deploy, configure, troubleshoot, and manage. Handles any RAG action: deploy, install, start, enab...
Professional Rag Builder skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
Build Retrieval-Augmented Generation systems with vector databases
Use when rAG pipeline design — document chunking, embedding strategies, retrieval optimization, and answer generation. U...