AOCI-Wuch

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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

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.

aoci-wuch