curator-skill

图鉴.skill — Cross-Author Persona Skill Intelligent Dispatcher

Skill Overview

curator-skill is the only in-IDE cross-author persona-skill router in the Chinese world. It helps you discover, recommend, and summon the most suitable personas across the entire persona-skill ecosystem (Flower Uncle nuwa / titanwings colleague / all individual persona authors). It covers 30+ curated personas, with the remote curated library updated weekly.

Use Cases

1. When you need to “borrow a brain” to think

When you need to use a specific person’s thinking framework to analyze a problem—e.g., “How would Naval view this decision?” or “How would Munger analyze this investment opportunity?”—curator will automatically recognize your intent and recommend the best-matching persona skill.

2. Finding the right-person perspective to talk from

When you want to “see from Musk’s perspective,” “borrow Jobs’s brain,” or “chat with Feynman,” curator will find the corresponding real persona skill (an “OS” distilled from that person’s works/interviews, not a simple AI imitation).

3. Complex decisions require multi-dimensional analysis

When you face questions like “Should I quit my job?”, “Should I accept this offer?”, or “How should I make this decision?”, curator will recommend the persona that’s best at that decision type (e.g., PG or Zhang Yiming) so you can get a professional analytical framework.

Core Features

1. Intelligent Intent Recognition

curator can recognize 20+ kinds of natural Chinese expression patterns, including “borrow X’s brain,” “what would X think,” “should I/shouldn’t I X,” “want to chat with X,” etc., without requiring users to memorize complex trigger syntax.

2. Cross-Author Ecosystem Integration

curator covers the entire persona-skill ecosystem, including nuwa’s 14 dogfoods, titanwings’s colleague series, and high-quality personas created by individual authors—discover all available resources from a single entry point.

3. Precise Matching Recommendations

Based on the problem type (decision, emotion, perspective, role-play), curator automatically recommends the best 1–3 persona skills. Each recommendation also explains the “core lens,” “why it fits you,” and “its limitations,” helping you avoid decision fatigue.

FAQ

What’s the difference between curator skill and nuwa skill?

nuwa is used to distill new personas (creation), while curator is used to discover and recommend existing personas (usage). nuwa manages only Flower Uncle’s own 14 dogfoods, whereas curator covers 30+ personas across the cross-author ecosystem. They complement each other without conflict: create with nuwa; discover/summon with curator.

How is persona skill different from asking Claude directly?

A real persona skill is a complete cognitive OS distilled deeply from multiple dimensions—such as the person’s works, long interviews, decision logs, and external critiques. It includes their mental models, decision heuristics, expression DNA, internal tensions, and more. Claude’s imitation is just assembling catchphrases; a real skill is the full cognitive framework. After installing the real skill, the next time you say “analyze from X’s perspective,” it automatically calls the deeply distilled content.

How do I install and use persona skills?

Run npx skills add [OWNER/REPO] -g -y in the terminal to install (curator will recommend specific repos). After installation, in the conversation just say “analyze [your question] using the perspective of [persona name]”; curator will automatically hand off to the corresponding persona skill. curator supports 12+ runtimes such as Claude Code, Cursor, Codex CLI, and Gemini CLI.