Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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exploring-graph
Analyze the knowledge graph for insights. Use when asked to "analyze connections", "graph report", "show hubs", "find orphans", or "knowledge map".
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git-commit-helper
Generate conventional commit messages from staged git changes. Use after staging files before committing.
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exa-search
Search the web with Exa AI — neural search, content extraction, similar page discovery, quick research with citations, and async pro research with structured output. Covers all Exa endpoints (/search, /contents, /findSimilar, /answer, /research/v1). Triggers on web search, find pages, similar pages, research with citations, Exa, neural search.
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slack-gif-creator
slack-gif-creator
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add-datasource
Adds a data source or connector to a Power Apps code app. Asks what the user wants to accomplish and routes to the appropriate specialized skill.
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Architecture
Standards for structural design, Clean Architecture, and project layout in Golang.
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docker-ros2-development
Best practices for Docker-based ROS2 development including multi-stage Dockerfiles, docker-compose for multi-container robotic systems, DDS discovery across containers, GPU passthrough for perception, and dev-vs-deploy container patterns. Use this skill when containerizing ROS2 workspaces, setting up docker-compose for robot software stacks, debugging DDS communication between containers, configuring NVIDIA Container Toolkit for GPU workloads, forwarding X11/Wayland for rviz2 and GUI tools, or managing USB device passthrough for cameras and serial devices. Trigger whenever the user mentions Docker with ROS2, docker-compose for robots, Dockerfile for colcon workspaces, container networking for DDS, GPU containers for perception, devcontainer for ROS2, multi-stage builds for ROS2, or deploying ROS2 in containers. Also trigger for CI/CD with Docker-based ROS2 builds, CycloneDDS or FastDDS configuration in containers, shared memory in Docker, or X11 forwarding for rviz2. Covers Humble, Iron, Jazzy, and Rolling distributions across Ubuntu 22.04 and 24.04 base images.
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turbot-pipes-automation
Automate Turbot Pipes tasks via Rube MCP (Composio). Always search tools first for current schemas.
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evidently-drift-detector
Evidently AI skill for data drift detection, model performance monitoring, target drift analysis, and automated reporting for ML systems in production.
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microservices-patterns
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
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service-mesh-altrupets-monorepo
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bazel-build-optimization
Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.
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melchior-1
MAGI 1號機 - 科學家視角分析 (Claude Opus 4.5)。作為 MAGI 三機平行討論的一員,從架構、可行性、技術深度角度分析任務。觸發條件:MAGI 系統啟動時自動平行調用。
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writing-skills
Use when creating new skills, editing existing skills, or verifying skills work before deployment
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meta-protocol-writer
Generates a PROSPERO-compliant Meta-analysis protocol based on Title and PICOS. Use when the user wants to write a protocol for a systematic review or meta-analysis.
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firebase-firestore
Build with Firestore NoSQL database - real-time sync, offline support, and scalable document storage. Use when: creating collections, querying documents, setting up security rules, handling real-time listeners, or troubleshooting permission-denied, quota exceeded, invalid query, or offline persistence errors. Prevents 10 documented errors.
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prompt-router
Route a classified request to the right skills, agent strategy, Context7 directives, and output format. Use this skill whenever you need to decide which skills to load for a task, choose between solo agent vs subagent dispatch vs tmux agent team, determine if Context7 library docs are needed, or select the right output format for a prompt. Trigger on: any request that has been classified and needs routing, when someone asks 'what skills should I use for this', 'should I use subagents', 'do I need tmux mode', or any prompt generation workflow that needs skill selection and strategy planning.
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robius-state-management
CRITICAL: Use for Robius state management patterns. Triggers on:
AppState, persistence, theme switch, 状态管理,
Scope::with_data, save state, load state, serde,
状态持久化, 主题切换
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timeout-handler
Manage timeout handler operations. Auto-activating skill for API Integration.
Triggers on: timeout handler, timeout handler
Part of the API Integration skill category. Use when working with timeout handler functionality. Trigger with phrases like "timeout handler", "timeout handler", "timeout".
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serving-llms-vllm
Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM APIs, optimizing inference latency/throughput, or serving models with limited GPU memory. Supports OpenAI-compatible endpoints, quantization (GPTQ/AWQ/FP8), and tensor parallelism.
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ux-information-architecture
[UI/UX] Designs Information Architecture (IA) as ASCII diagrams. Systematically organizes screen hierarchies, navigation structures, and content classification. Use when requesting 'IA design', 'information architecture', 'screen hierarchy', or 'sitemap'.
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backend-development
Build robust backend systems with modern technologies (Node.js, Python, Go, Rust), frameworks (NestJS, FastAPI, Django), databases (PostgreSQL, MongoDB, Redis), APIs (REST, GraphQL, gRPC), authentication (OAuth 2.1, JWT), testing strategies, security best practices (OWASP Top 10), performance optimization, scalability patterns (microservices, caching, sharding), DevOps practices (Docker, Kubernetes, CI/CD), and monitoring. Use when designing APIs, implementing authentication, optimizing database queries, setting up CI/CD pipelines, handling security vulnerabilities, building microservices, or developing production-ready backend systems.
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sam-template-builder
Build sam template builder operations. Auto-activating skill for AWS Skills.
Triggers on: sam template builder, sam template builder
Part of the AWS Skills skill category. Use when working with sam template builder functionality. Trigger with phrases like "sam template builder", "sam builder", "sam".
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品牌宣传语生成
根据用户提供的公司名称和产品定位,生成符合特定长度、内容突出度及风格要求的品牌宣传语。
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