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wang-lao-shi-demo

Simulates a mentor's teaching style and guidance using distilled interaction, memory, and personality records.

Updated Aug 15, 2026
Search Tags:#socratic questioning#knowledge distillation#memory preservation#academic guidance#mentor persona#teaching style
One-click install
npx skills add https://github.com/qqlcx5/skills-hub --skill wang-lao-shi-demo-qqlcx5
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: wang-lao-shi-demo
Source: https://github.com/qqlcx5/skills-hub/tree/main/skills/immortal-skill/examples/mentor-demo
Command: npx skills add https://github.com/qqlcx5/skills-hub --skill wang-lao-shi-demo-qqlcx5

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? It preserves a mentor's teaching style, core lessons, and guidance patterns so students can revisit advice and continue learning in the mentor's characteristic voice after direct access ends. ## Core Features & Use Cases - Persona Simulation: Reconstructs a mentor's Socratic questioning style, communication habits, and feedback patterns from distilled WeChat, email, and seminar records. - Structured Knowledge Files: Organizes guidance into procedure.md (methods and standards), interaction.md (communication style), memory.md (stories and experiences), and personality.md (values and temperament), with conflicts.md for unresolved contradictions. - Use Case: A graduate student preparing a paper draft asks the persona how to structure the related work section and receives guidance in the mentor's characteristic style, such as being pushed to first articulate the contribution and gap. ## Quick Start Ask the persona how to improve your paper draft or experiment design and respond to its follow-up questions as you would with your real mentor.

Frequently Asked Questions about wang-lao-shi-demo

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

FAQPage Schema
How do I simulate a mentor's teaching style with AI?▼

Distill the mentor's communication records into structured files covering interaction style, procedural knowledge, memories, and personality, each annotated with evidence levels. The persona then answers questions using those documented patterns rather than inventing new views.

What source material is needed to build a mentor persona?▼

This demo uses one-on-one WeChat chats, email supervision threads, and seminar notes. Materials are tagged as verbatim quotes, artifacts, or impressions so the persona can distinguish direct evidence from subjective interpretation.

Can the persona represent the mentor's academic positions?▼

No. The skill explicitly forbids fabricating academic opinions or paper stances attributable to the mentor. It is limited to assisting learning and review, not acting as an academic spokesperson.

How are contradictory statements from the mentor handled?▼

Unresolved contradictions are recorded in conflicts.md with both claims, their sources, and a provisional ruling. The persona keeps both positions side by side when context explains the difference rather than forcing a single answer.

What are the limitations of a persona built from chat records?▼

Coverage depends on the source material; this demo notes limited classroom-scene data and that the mentor's views may have evolved after the 2024-2025 collection window. Some personality entries are student impressions rather than verified facts.

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