wentian

Distill domain cognition into expert SKILLs and route questions to 1-3 experts.

1|Updated Apr 14, 2026

Search Tags:#llm-routing #expert-skill #ai-skill #knowledge-distillation #wentian #cognitive-distillation #expert-registry

Ready to run

npx skills add https://github.com/ChenyqThu/wentian --skill wentian

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: wentian
Source: https://github.com/ChenyqThu/wentian/tree/main
Command: npx skills add https://github.com/ChenyqThu/wentian --skill wentian

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

问天.skill 将顶尖领域思考者的认知蒸馏为可调用的专家 Skill，并提供对问题的分层路由与新专家的自动蒸馏注册能力。

Core Features & Use Cases

实现对用户问题的三级路由，将问题分发至 1-3 位相关专家以获取多视角洞察
通过参考素材自动蒸馏出新专家 SKILL.md，并注册到 expert-registry.md
支持基于仓颉 v2 认知植入的自动化扩展与持续质量自检
便捷扩展专家库，快速添加、验证与注册新专家，促进知识生态扩展

Quick Start

直接向 wentian.skill 提出问题并请求专家路由与新专家蒸馏，AI 将按照需求完成路由与/或蒸馏注册。

Frequently Asked Questions about wentian

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

What is knowledge distillation for creating executable expert skills?▼

Knowledge distillation for expert skills extracts top-domain cognition from reference materials and converts it into an executable SKILL.md with YAML frontmatter, enabling automated expert registration and on-demand question routing for multi-perspective insights.

How do I route a user question to multiple domain experts for multi-perspective insights?▼

You route user questions by submitting them directly to the skill, which applies a three-level routing mechanism to distribute the query to 1-3 registered experts and returns their aggregated multi-perspective insights automatically.

What is the standard process to distill and register a new expert skill?▼

The standard distillation process requires a defined 7-step workflow that processes reference materials, generates a new SKILL.md, validates it through quality self-checks, and registers the new expert into the expert-registry.md.

Do I need a specific file format to activate expert routing and distillation?▼

Yes, activation requires a SKILL.md file with valid YAML frontmatter, an expert registry file, and optional resources directories to initialize the standardized cognitive distillation and routing workflow successfully.

What are the limitations of using cognitive distillation for expert skill creation?▼

Cognitive distillation relies strictly on the provided reference materials and the defined 7-step workflow, meaning expert quality depends entirely on source cognition depth and successful completion of automated quality self-checks during registration.