Aoci Wuch

Task-first AI agent skill library · https://skill.wuch-ai.net

1# Aoci Wuch

README.mdMCP server

Transport: stdio
Status: Local

Power your agent

Add this server

Install from the publisher. Not a PlugMCP endpoint.

Run on PlugMCP

Host a copy with our keys and logs.

No packaged release in the registry yet. Follow the repository README.

RepositoryPublisher installStep-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

Server facts

Local

Transport: stdio
License: NOASSERTION
Last checked: 2026-10-28

Stars: 15
Tools: —
Uptime: —

Tools

No tool list yet. Remote servers get one after the first health check.

FAQ

Questions

How do I install Aoci Wuch?

Copy the stdio config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.

Does Aoci Wuch need an API key?

No required environment variable is listed on this record.

What transport does Aoci Wuch use?

Aoci Wuch runs locally over stdio.

When was Aoci Wuch last checked?

Last checked 2026-10-28. Task-first AI agent skill library · https://skill.wuch-ai.net

From the publisher

Documentation

AOCI-Wuch

English | 中文

A task-first skill library for AI coding agents.

Reusable workflows, reasoning methods, MCP setup, UI design, mobile, Excel, and video—indexed so the assistant finds a match, then reads only what it needs.

Site → https://skill.wuch-ai.net · Subscribe / auth · Stable index · Experimental index

Why this library

You get	Meaning
Task → catalog → one skill	No dumping every guide into context at chat start
Stable vs Experimental	Maturity is visible; experimental is never treated as proven
Free + PRO	Public skills on GitHub; subscription skills via auth
Works with Cursor / similar	Install the repo as an Agent Skill, then let the agent follow `SKILL.md`

Install

Install this repository as a reusable Agent Skill:

https://github.com/CCharlie-xiu/aoci-wuch.git

Or tell your assistant:

Install https://github.com/CCharlie-xiu/aoci-wuch.git as a reusable Agent Skill for this AI assistant.

How it works

User task → Read catalog → Select a match → Load its guide → Do the work

The assistant should not load every capability body up front. Use capabilities/index.md (and the experimental index when appropriate), then open only the hit.

Capability catalog

Stable

Capability	Purpose
GitHub App Authorization	Run the user authorization flow for a given GitHub App
Native Mobile App Setup `PRO`	Create and maintain iOS / Android apps with the mobile-template family
Logic Space Enumeration	Enumerate valid scenarios, paths, and outcomes in complex designs
Excel Backend Selection	Choose and wire file-level vs desktop Excel backends
iOS App Store & TestFlight `PRO`	Ship an Xcode app to TestFlight and the App Store
DBX Database Setup	Discover, configure, and verify DBX MCP for database access
Video Frame Extraction	Extract ordered stills from video from natural-language requests
Design Style Canvas	Confirm desired effects against the wuch-ai design anchor, then ship a style Canvas
UI Style Prompt Design `PRO`	Confirm style first, then generate runnable UI
Lightweight SSO Login Center `PRO`	Lightweight SSO Login Center
GA4 Analytics	GA4 Analytics

Experimental

Capability	Purpose
LibTV Media Setup	Configure and verify LibTV Remote MCP
Workers Site Auth & Abuse Control	GitHub OAuth / email login and rate limiting on Cloudflare Workers

Repository layout

SKILL.md                 Agent skill entry (read this first after install)
capabilities/            Stable capabilities
capabilities-unstable/   Experimental capabilities
capabilities-retired/    Retired (reference only)
follow/                  Write / update / promote / deprecate rules
scripts/                 validate.py, release, source self-update
index.html · auth.html   Project site (GitHub Pages → skill.wuch-ai.net)

Validate locally

python3 scripts/validate.py

Update this source checkout

Fast-forward this clone from GitHub main only—does not update copies already installed inside AI products:

python3 scripts/update_skills.py check
python3 scripts/update_skills.py apply \
  --expected-local <local-commit-from-check> \
  --expected-remote <remote-commit-from-check> \
  --confirm

Details: follow/update-skills.md.

License

Aoci Wuch

CCharlie-xiu15starsClaim this server

Task-first AI agent skill library · https://skill.wuch-ai.net

Install Run on PlugMCPClaim this server

GitHub Website

Run on PlugMCP

1# Aoci Wuch

README.mdMCP server

Transport: stdio
Status: Local

Power your agent

Add this server

Install from the publisher. Not a PlugMCP endpoint.

Run on PlugMCP

Host a copy with our keys and logs.

No packaged release in the registry yet. Follow the repository README.

RepositoryPublisher installStep-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

Server facts

Local

Transport: stdio
License: NOASSERTION
Last checked: 2026-10-28

Stars: 15
Tools: —
Uptime: —

Tools

No tool list yet. Remote servers get one after the first health check.

FAQ

Questions

How do I install Aoci Wuch?

Copy the stdio config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.

Does Aoci Wuch need an API key?

No required environment variable is listed on this record.

What transport does Aoci Wuch use?

Aoci Wuch runs locally over stdio.

When was Aoci Wuch last checked?

Last checked 2026-10-28. Task-first AI agent skill library · https://skill.wuch-ai.net

From the publisher

Documentation

AOCI-Wuch

English | 中文

A task-first skill library for AI coding agents.

Reusable workflows, reasoning methods, MCP setup, UI design, mobile, Excel, and video—indexed so the assistant finds a match, then reads only what it needs.

Site → https://skill.wuch-ai.net · Subscribe / auth · Stable index · Experimental index

Why this library

You get	Meaning
Task → catalog → one skill	No dumping every guide into context at chat start
Stable vs Experimental	Maturity is visible; experimental is never treated as proven
Free + PRO	Public skills on GitHub; subscription skills via auth
Works with Cursor / similar	Install the repo as an Agent Skill, then let the agent follow `SKILL.md`

Install

Install this repository as a reusable Agent Skill:

https://github.com/CCharlie-xiu/aoci-wuch.git

Or tell your assistant:

Install https://github.com/CCharlie-xiu/aoci-wuch.git as a reusable Agent Skill for this AI assistant.

How it works

User task → Read catalog → Select a match → Load its guide → Do the work

The assistant should not load every capability body up front. Use capabilities/index.md (and the experimental index when appropriate), then open only the hit.

Capability catalog

Stable

Capability	Purpose
GitHub App Authorization	Run the user authorization flow for a given GitHub App
Native Mobile App Setup `PRO`	Create and maintain iOS / Android apps with the mobile-template family
Logic Space Enumeration	Enumerate valid scenarios, paths, and outcomes in complex designs
Excel Backend Selection	Choose and wire file-level vs desktop Excel backends
iOS App Store & TestFlight `PRO`	Ship an Xcode app to TestFlight and the App Store
DBX Database Setup	Discover, configure, and verify DBX MCP for database access
Video Frame Extraction	Extract ordered stills from video from natural-language requests
Design Style Canvas	Confirm desired effects against the wuch-ai design anchor, then ship a style Canvas
UI Style Prompt Design `PRO`	Confirm style first, then generate runnable UI
Lightweight SSO Login Center `PRO`	Lightweight SSO Login Center
GA4 Analytics	GA4 Analytics

Experimental

Capability	Purpose
LibTV Media Setup	Configure and verify LibTV Remote MCP
Workers Site Auth & Abuse Control	GitHub OAuth / email login and rate limiting on Cloudflare Workers

Repository layout

SKILL.md                 Agent skill entry (read this first after install)
capabilities/            Stable capabilities
capabilities-unstable/   Experimental capabilities
capabilities-retired/    Retired (reference only)
follow/                  Write / update / promote / deprecate rules
scripts/                 validate.py, release, source self-update
index.html · auth.html   Project site (GitHub Pages → skill.wuch-ai.net)

Validate locally

python3 scripts/validate.py

Update this source checkout

Fast-forward this clone from GitHub main only—does not update copies already installed inside AI products:

python3 scripts/update_skills.py check
python3 scripts/update_skills.py apply \
  --expected-local <local-commit-from-check> \
  --expected-remote <remote-commit-from-check> \
  --confirm

Details: follow/update-skills.md.

Add this server

Host a copy with our keys and logs.

Server facts

Tools

Questions

How do I install Aoci Wuch?

Does Aoci Wuch need an API key?

What transport does Aoci Wuch use?

When was Aoci Wuch last checked?

Documentation

AOCI-Wuch

Why this library

Install

How it works

Capability catalog

Stable

Experimental

Repository layout

Validate locally

Update this source checkout

Links

License

Add this server

Host a copy with our keys and logs.

Server facts

Tools

Questions

How do I install Aoci Wuch?

Does Aoci Wuch need an API key?

What transport does Aoci Wuch use?

When was Aoci Wuch last checked?

Documentation

AOCI-Wuch

Why this library

Install

How it works

Capability catalog

Stable

Experimental

Repository layout

Validate locally

Update this source checkout

Links

License