AI Skills

architect-refine-critique

Three-phase design review producing an ADR: Architect → Refiner → Critique →

automatic-code-review

Automatic code review on session stop with configurable rules

challenge-that

Force critical evaluation of proposals from 5 adversarial perspectives

claude-code-updates

Detects Claude Code version updates and surfaces relevant new features

collaboration-modes

Define collaboration style between Claude Code and user: step-by-step

fetching-circleci-logs

Fetch CircleCI job logs via v1.1 API with step-level output and failure analysis

full-codebase-review

Periodic full codebase review using automatic-code-review rules

learn-from-prs

Analyze PR feedback patterns from CodeRabbit, SonarQube

optimization-team

Two-agent optimization team: researcher proposes, critic challenges

session-optimizer

Analyze session transcripts for optimization opportunities

task-check

Verify task completion before finishing work

track-and-improve

Capture mistakes and improvement opportunities with automatic 5 whys analysis

polygon-io/mcppolygon

Access Polygon.io financial market data APIs for stocks, indices, forex

Gearsystem MCP Server

Sega Master System / Game Gear / SG-1000 emulator and debugger

Tiberriver256/mcp-server-azure-devops

Azure DevOps integration for repository management, work items and pipelines

blockrun-mcp

Live data for AI agents — search, research, markets, crypto, X/Twitter

juehang/vscode-mcp-server

Work in a VS Code workspace: read the directory structure

smart-mcp-proxy/mcpproxy-go

Local MCP proxy that routes multiple servers through one endpoint

evalstate/mcp-hfspace

Use Hugging Face Spaces for open-source image generation, chat, vision and more

Flutter MCP Toolkit

MCP Toolkit for Flutter AI Agent Driven Development

jjlabsio/korea-stock-mcp

Korean stock analysis using the OpenDART and KRX APIs

abstract

Skill authoring, hook development, evaluation frameworks

archetypes

Architecture paradigm selection and implementation planning: 14 paradigms

attune

Full-cycle project development: brainstorm, specify, plan, initialize, execute

cartograph

Codebase visualization: architecture, data flow, dependency, call chains

conjure

Delegate tasks to external LLMs

conserve

Context optimization, bloat detection, CPU/GPU monitoring

egregore

Autonomous agent orchestrator: parallel worktree execution

gauntlet

Codebase learning through knowledge extraction, code knowledge graph

herald

Standalone notification system: GitHub issue alerts and webhook support

hookify

Behavioral rules engine: create safety hooks through markdown configuration

imbue

TDD enforcement, proof-of-work validation, scope guarding, rigorous reasoning

leyline

Foundation infrastructure: auth flows, quota management, error patterns

memory-palace

Spatial knowledge organization

minister

GitHub issue management, label taxonomy

oracle

ONNX Runtime inference daemon for ML-enhanced plugin capabilities

Ghost in the Droid

Open-source framework to drive a real phone

r-huijts/xcode-mcp-server

Xcode integration for project management, file operations and build automation

AI Research Skills

by Wenyu Chiou - A catalog of 15 Claude Code skills mapped

Computer Use

Give AI models complete control of your computer (probably a bad idea)

strowk/mcp-k8s-go

/ - Kubernetes cluster operations

MCP for Adobe Premiere Pro

Adobe Premiere Pro MCP — independent, local-first server for supported workflows

svelte

All things Svelte development, MCP, skills, and more

awkoy/notion-mcp-server

Context-efficient Notion access: pages, databases, blocks, comments

graphlit-mcp-server

Ingest content from Slack, Discord, websites, Google Drive

mcpdotdirect/evm-mcp-server

Blockchain services for many EVM networks: native tokens, ERC-20, NFTs

XeroAPI/xero-mcp-server

Access Xero's accounting and business features via its API

nwiizo/tfmcp

Manage Terraform environments: read configurations, analyze plans

agent-recall

Correction-first persistent memory for AI agents

Goldentrii/AgentRecall

Persistent cross-session agent memory