yao-prompt-router

name	yao-prompt-router
description	Smart router for 102 Chinese AI prompt templates from yao-open-prompts.
version	1.0.0
author	Vivi
tags	["prompts","ai-agents","content-creation","marketing","geo"]
platforms	["all"]
dependencies	[]

Yao Prompt Router

102 Chinese AI prompt templates, one natural-language entry point. Say what you need, get the right template.

Features

• Natural language intent matching across 9 categories (102 templates)
• Installed-skill priority routing (17 known skills checked first)
• Auto variable detection and guided fill-in
• Full prompt execution after matching

Quick Start

# Install prompt files
./install.sh

# Then in Claude Code, just say:
# "Help me write a Xiaohongshu post"   -> matches Xiaohongshu Expert
# "Optimize this title"                -> matches Title Optimizer
# "Make a GEO strategy"                -> matches GEO series

Execution Flow

When triggered, follow these steps exactly:

Step 1: Understand Intent

Extract from user's natural language:

• Task type: write / analyze / generate / optimize / research
• Platform: WeChat / Xiaohongshu / Douyin / Bilibili / web
• Industry: food / fitness / travel / tech / education / medical
• Specific need: title / script / contract / PPT / GEO

Step 2: Check Installed Skills (Priority)

Before matching prompt templates, check if a more capable installed skill exists:

Intent	Check Skill	When to use
PPT / slides	any2deck	Full slide generation
WeChat long article	khazix-writer	Complete writing system
Style cloning	style-clone	Professional style extraction
Anti-AI detection	anti-wechat-ai-check	WeChat compliance
Contract review	contract-review-pro	Professional review
Deep research	hv-analysis	10k-word analysis
Frontend / landing page	frontend-design	Production-grade UI
Form filling	fill-form	Auto form detection
Expense report	expense-report	Invoice to Excel
Image generation	image-creator	Multi-engine output
Book writing	write-professional-book	Multi-chapter books
Thesis polish	thesis-polish	National-level quality
Translation review	translation-review	6-dimension review
Business proposal	proposal	Proposal + quote
Event planning	event-curator	Complete event plan

If matched, inform user: "Detected {skill} is installed, it handles this better. Use it?"

Step 3: Match Prompt Template

From prompt-index.json or the catalog in docs/prompt-catalog.md, match 1-3 best templates.

Priority rules:

1. Exact tag hit (user keywords match template tags)
2. Subcategory match
3. Semantic similarity

Category quick match:

• User mentions "prompt engineering" -> AI Methods (8 templates)
• User mentions specific industry -> Industry Expert (13 templates)
• User mentions platform name -> Platform Operations (5 templates)
• User mentions GEO/SEO/AI search -> GEO Marketing (28 templates)
• User mentions writing/copywriting -> Content Creation (46 templates)
• Default for prompt generation -> Meta Prompt System V0.6

Step 4: Read and Execute

1. Read the matched .md file from ~/.claude/skills/yao-*/
2. Locate the ## Prompt section
3. Check for {{variables}} or [placeholders] -> ask user to fill
4. Execute as the role defined in the prompt

Output Format

Matched: "{title}"
Category: {category}/{subcategory}
Source: {file_path}

[If installed skill available, note here]

Loading template...
---
[Execute as the prompt's role]

Categories Overview

#	Category	Count	Key scenarios
1	AI Methods	8	Meta prompts, reverse engineering
2	AI Work	10	Research, contracts, PPT, landing pages
3	AI Learning	3	Keywords, memory, habits
4	AI Life	2	Health report, parent-child songs
5	AI Education	1	Children's interactive learning
6	AI Content	46	Copywriting, platforms, industries
7	AI Coding	1	System architecture
8	AI Marketing	28	GEO full pipeline
9	AI Thinking	3	Memory palace, self-critique

Full catalog: docs/prompt-catalog.md

Installation

See install.sh or README.md.

Troubleshooting

Template not found? Ensure yao-open-prompts is installed: ls ~/.claude/skills/yao-*/

Wrong match? Tell the router what you need more specifically. It re-matches on clarification.

Skill conflict? Router always asks before redirecting to an installed skill. You can choose the prompt template instead.