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Docker Compose management for orchestrating MCP servers and multi-container applications. Use when deploying MCP servers, managing container lifecycles, or configuring service dependencies.
Conduct systematic root cause analysis to identify underlying problems. Use structured methodologies to prevent recurring issues and drive improvements.
Master Git workflows including GitFlow, GitHub Flow, Trunk-Based Development. Configure branches, merge strategies, and collaboration patterns for team environments.
Generates index.md files listing .md documentation. Pure navigation — what exists and where. No code files. Triggers on "index", "catalog", "build index".
Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic similarity, clustering, and retrieval. Supports multilingual, domain-specific, and multimodal models. Use for generating embeddings fo...
Control Sphero Mini robot ball via Bluetooth Low Energy. Roll, change colors, read sensors, draw shapes, and play with cats. Uses bleak for cross-platform BLE support (macOS/Windows/Linux).
Browse, read, and manage Miniflux feed articles. Use when Claude needs to work with RSS/atom feeds via Miniflux - listing unread/new articles, reading article content, marking articles as read, and managing feeds/categories. Provides CLI access with...
Guidelines for writing module READMEs that explain how a module works to developers who need to use it or understand its internals. Use when documenting a module, package, or subsystem.
Scores and prioritizes technical debt by impact, risk, and effort. Provides ranked backlog with ROI analysis and quarterly paydown recommendations. Use for "tech debt", "technical debt management", "code quality", or "refactoring priorities".
Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.
Interact with Jira from the command line to create, list, view, edit, and transition issues, manage sprints and epics, and perform common Jira workflows. Use when the user asks about Jira tasks, tickets, issues, sprints, or needs to manage project wo...
Update existing project documentation to reflect changes made during a session. Analyzes what changed in code and surgically updates only affected documentation. Use when (1) a coding session has modified component behavior or interfaces, (2) impleme...
Provides the complete content of 'The Swift Programming Language (6.2.1)' book by Apple. Use this skill when you need to verify Swift syntax, look up language features, understand concurrency, resolve compiler errors, or consult the formal language r...
Critical-thinking brainstorming partner that acts as a requirements analyst. Use when users present ideas, feature requests, or problems they want to solve. Triggers include "I want to build", "help me validate", "users need", "I'm thinking of creati...
Business moderator for backlog prioritization debates. Synthesizes Champion and Critic views into final rankings. Optimizes for team productivity and sustainable velocity.
Neon serverless PostgreSQL specialist covering auto-scaling, database branching, PITR, and connection pooling. Use when building serverless apps needing PostgreSQL, implementing preview environments, or optimizing database costs.
HAProxy load balancer configuration and management. Set up TCP/HTTP load balancing, SSL termination, health checks, ACLs, and high availability. Use when working with HAProxy, load balancing, reverse proxy, TCP proxying, or high-traffic applications.
Generate A2UI 0.8 protocol compliant UI code. Use when building agent-driven interfaces, generating JSONL messages for surfaceUpdate/dataModelUpdate/beginRendering, creating forms, lists, cards, or any UI components that render across web/mobile/desk...
Design protein sequences using ProteinMPNN inverse folding. Use this skill when: (1) Designing sequences for RFdiffusion backbones, (2) Redesigning existing protein sequences, (3) Fixing specific residues while designing others, (4) Optimizing sequen...
Guides systematic project analysis, codebase exploration, and architecture pattern recognition. Use when understanding new codebases, onboarding to projects, or investigating system structure.
[21] UNDERSTAND. Deep research workflow for this project using 150% scope (100% core + 50% boundary), evidence-based reasoning, and structured investigation notes. Use when the task requires investigation, root-cause analysis, or mapping unknown area...
Language-agnostic rulebook for producing, reviewing, and improving elegant code. Use when writing new code, refactoring existing code, reviewing code quality, or when user asks for "elegant", "clean", "maintainable", or "well-structured" code. Applie...
GraphQL Federation skill for creating correct federation subgraphs. Use when: (1) Creating new federation subgraphs, (2) Adding entities with @key directives, (3) Extending types across subgraphs, (4) Using federation directives (@shareable, @externa...
统一任务管理技能，使用 GitHub Issues 管理所有 Agent 任务，支持任务创建、更新、追踪和完成
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