open-agent-hub
Unified capability management center for Skills, Agents, and Commands.
pinned to #215504dupdated last month
Ask your AI client: “install plugins/open-agent-hub”.
Requires the metahub MCP server installed in your client. Set up MCP.
mh install plugins/open-agent-hubmetahub onboarded this repo on the author's behalf.
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- #agents
- #ai-agents
- #ai-skills
- #anthropic-skills
- #claude-code
- #cli-tool
- #context-engineering
- #full-stack
- #planning
- #skills
- #superpowers
- #ui-ux-design
- #workflows
What's bundled
Items extracted from this plugin's manifest + directory tree.
Skills (83)
skills/advanced-evaluationThis skill should be used for advanced LLM evaluation: LLM-as-judge systems, direct scoring, pairwise comparison, rubric calibration, evaluator bias mitigation, confidence scoring, and automated qu…skills/algorithmic-artCreating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,…skills/baoyu-article-illustratorAnalyzes article structure, identifies positions requiring visual aids, generates illustrations with Type × Style × Palette three-dimension approach. Use when user asks to "illustrate article", "ad…skills/baoyu-comicKnowledge comic creator supporting multiple art styles and tones. Creates original educational comics with detailed panel layouts and batch-capable image generation. Use when user asks to create "知…skills/baoyu-compress-imageCompresses images to WebP (default) or PNG with automatic tool selection. Use when user asks to "compress image", "optimize image", "convert to webp", or reduce image file size.skills/baoyu-cover-imageGenerates article cover images with 5 dimensions (type, palette, rendering, text, mood) combining 11 color palettes and 7 rendering styles. Supports cinematic (2.35:1), widescreen (16:9), and squar…skills/baoyu-danger-gemini-webGenerates images and text via reverse-engineered Gemini Web API. Supports text generation, image generation from prompts, reference images for vision input, and multi-turn conversations. Use when o…skills/baoyu-danger-x-to-markdownConverts X (Twitter) tweets and articles to markdown with YAML front matter. Uses reverse-engineered API requiring user consent. Use when user mentions "X to markdown", "tweet to markdown", "save t…
Commands (3)
/commitAnalyze staged git modifications and generate/write a high-quality Semantic Commit message./reviewInspect modified files in the workspace and execute a thorough code review./test-tddLocate and execute the test suites corresponding to modified files.
Subagents (5)
agent-architectPrincipal Software Architect specializing in system design, database modeling, API engineering, and system resilience.agent-debuggerPrincipal Diagnostics Engineer specializing in root cause analysis, error troubleshooting, and hotfixes.agent-refactorerPrincipal Clean Code Specialist specializing in code simplification, performance tuning, and refactoring loops.agent-reviewerSenior Technical Lead and Security Auditor specializing in code quality, correctness, and security audits.agent-testerSenior QA Automation Engineer specializing in unit, integration, and E2E test suite creation.
Evaluation report
PassingAutomated checks the publisher passed at publish time — structure, docs, safety, and whether the artifact behaves as claimed.215504d· last month
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Release history
1- releasecurrent215504dpasslast month
Contents
English | 简体中文
A lightweight, zero-dependency CLI tool to manage and activate capabilities for AI coding assistants (such as Claude Code, Cursor, Trae, etc.). With a single command, you can link Skills (modular prompting), Agents (expert workflow roles), and Commands (slash commands) to your project workspaces or global system configurations.
📂 Directory Structure
.
├── agents/ # System prompts for expert Agents (agent-*.md)
├── commands/ # Agent runtime Slash Commands (*.md)
├── docs/ # Technical specs and user guidelines
├── scripts/ # CLI manager source code (hub.js)
├── skills/ # Modular capability skills (83+ skills)
├── spec/ # Technical specification definitions for capabilities
├── template/ # Development templates for Skills, Agents, and Commands
├── AGENTS.md # Project-level LLM coding guidelines
├── CLAUDE.md # Claude-specific coding guidelines
├── GEMINI.md # Gemini-specific coding guidelines
├── CHANGELOG.md # Changelog of project versions
├── CONTRIBUTING.md # Community guidelines for contributions
├── LICENSE # MIT license file
├── SECURITY.md # Vulnerability reporting policies
├── package.json # CLI configuration and npm registration
├── skills_index.json # Scanned and generated global metadata index for skills
├── skills_sources.json # Data sources configuration for `oah sync` command
├── README.md # English documentation (this file)
└── README.zh-CN.md # Chinese translation documentation
(Note: AGENTS.md, CLAUDE.md, and GEMINI.md contain project-level LLM coding behavioral guidelines, derived from andrej-karpathy-skills)
📖 Technical Guidelines & Documentation
To maintain clean and focused documentation, deep-dive specifications have been moved under the docs/ directory. Please refer to:
- 🧩 Skill Guidelines: Design standards, trigger rules, and a complete catalog of the 83+ modular skills.
- 🤖 Agent Guidelines: Specifications for Orchestrator, Evaluator, and Optimizer agent roles, detailing handoff contracts and Evaluator-Optimizer loops.
- 🛠 Command Guidelines: Guidelines for agent-facing slash commands (such as
/commit,/review, and/test-tdd).
🔌 Compatibility
open-agent-hub follows standardized Markdown prompts with YAML frontmatter metadata. The CLI dynamically links components (Skills, Agents, Commands) to their respective subdirectories (/skills/, /agents/, /commands/) within the project or global configuration directories of the AI assistant:
| Tool Name (Agent) | Type | Compatibility | Project Path (Workspace) | Global Path (System) |
|---|---|---|---|---|
| Claude Code | CLI | ✅ Full | .claude/ | ~/.claude/ |
| Antigravity | IDE | ✅ Full | .agents/ | ~/.gemini/antigravity/ |
| Gemini CLI | CLI | ✅ Full | .gemini/ | ~/.gemini/ |
| Codex | CLI | ✅ Full | .codex/ | ~/.codex/ |
| Cursor | IDE | ✅ Full | .cursor/ | ~/.cursor/ |
| Trae | IDE | ✅ Full | .trae/ | ~/.trae/ |
| OpenCode | CLI | ✅ Full | .opencode/ | ~/.config/opencode/ |
| Kiro | CLI/Agent | ✅ Full | .kiro/ | ~/.kiro/ |
[!TIP] The CLI tool (
oah) links files into subdirectories under these paths, e.g.,<Path>/skills/for skills,<Path>/agents/for agents, and<Path>/commands/for slash commands.
🚀 Quick Start
1. Clone the Hub
Clone this repository locally (it is recommended to place it in a fixed location for global reference):
git clone https://github.com/guanyang/open-agent-hub.git ~/open-agent-hub
2. Global Link via CLI
In the root directory, run the link command to register the CLI manager open-agent (with aliases open-agent-hub, oah, ahub):
cd ~/open-agent-hub
npm link
3. Manage Capabilities
After linking, you can manage your local agent environments from anywhere:
# List all dynamically scanned Skills, Agents, and Commands
oah list
# Check link status in your current project workspace (default behavior)
oah status
# Check link status in global system configurations (e.g. ~/.claude/)
oah status --global
# Enable a specific component inside the current project workspace
oah enable canvas-design
# Enable all components (Skills, Agents, Commands) in current project workspace (defaults to all)
oah enable
# Enable all components in project workspace for Cursor (links to .cursor/)
oah enable --target=cursor
# Enable all components in project workspace for ALL supported targets
oah enable --target=all
# Enable all components globally for ALL supported targets
oah enable --global --target=all
# Enable all components globally (system-level)
oah enable --global
# Enable all components in a custom target directory (auto-creates subdirectories dynamically)
oah enable --path=/path/to/my_agent_dir
# Disable all components inside the current project workspace
oah disable
CLI Filters & Options:
- Filters (Passed as the name argument, mutually exclusive):
<name>: Enable/disable a single component by its name/ID.--skills: Enable/disable only all Skills components.--agents: Enable/disable only all Agents components.--commands: Enable/disable only all Commands components.--all,-a: Enable/disable all Skills, Agents, and Commands (default behavior when no arguments are provided).
- Options:
-p, --project(default): Project-level activation (links config directories inside your current working directory, e.g..claude/).-g, --global: System global level activation (e.g., links into user home config folder, like~/.claude/).-t, --target <name>: Target environment to link to (supported:claude,antigravity,gemini,codex,cursor,trae,opencode,kiroandallto configure all of them, default:claude).--path <dir_path>: Custom base directory to link components into (creates and links withinskills/,agents/, andcommands/subdirectories automatically).
🔄 Keeping Skills in Sync
Many modular skills in the skills/ directory originate from active open-source communities. You can sync them with upstream sources using the CLI or the underlying script:
# Sync all configured sources
oah sync
# Sync only a specific source (e.g., anthropics-skills)
oah sync anthropics-skills
Note: Configured upstream sources are stored in skills_sources.json. You can also execute this directly via ./scripts/sync_skills.sh.
🛡️ Security & Contributing
- Security Policy: Please refer to SECURITY.md to report vulnerabilities.
- Contributing: We welcome community contributions for new skills, agents, or commands. See CONTRIBUTING.md for guidelines.
📄 License
This project is licensed under the MIT License.
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