thesis-agent-learning

Name: thesis-agent-learning
Availability: InStock
Author: anyekoutouming

Gather local and web knowledge and write reusable conclusions back to repositories.

2|Updated Apr 28, 2026

Search Tags:#learning #agent #knowledge-management #web-research #knowledge-index #local-literature #learning-records

Ready to run

npx skills add https://github.com/anyekoutouming/anyekoutouming --skill thesis-agent-learning

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: thesis-agent-learning
Source: https://github.com/anyekoutouming/anyekoutouming/tree/main/thesis-agent-learning
Command: npx skills add https://github.com/anyekoutouming/anyekoutouming --skill thesis-agent-learning

SYSTEM DOCUMENTATION & REQUIREMENTS

基于本地文献与网络知识的 Agent 自动学习与优化。执行「先读项目知识库→再查本地/网络→可复用结论写回」的闭环；支持刷新知识库、写回网络知识补充与学习记录。触发：自动学习、刷新知识库、更新知识索引、项目知识库、学习与优化记录、网络知识写回。

Frequently Asked Questions about thesis-agent-learning

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

FAQPage Schema

How do I automate agent learning from local literature and web research?▼

You can automate agent learning by executing a closed loop: reading the project knowledge base, gathering targeted local and web knowledge, and writing reusable conclusions back to the repository. This enables autonomous knowledge integration and continuous optimization.

What is the best way to update a knowledge index with new web research findings?▼

Updating a knowledge index with web research findings is done through web knowledge write-back. The agent extracts targeted conclusions from online sources and automatically writes them back as supplementary knowledge to refresh the existing knowledge base.

Does autonomous agent learning work with an existing local project knowledge base?▼

Yes, autonomous agent learning works directly with an existing local project knowledge base. The workflow initiates by reading the current project knowledge, then performs targeted gathering before writing reusable conclusions back to the repository.

How do I write reusable conclusions back to learning records after web research?▼

To write reusable conclusions back to learning records, integrate web search capabilities with write-back functionality. After gathering online knowledge, the agent automatically logs the optimized findings as structured learning and optimization records.

When do I need to refresh the knowledge base during agent learning workflows?▼

Refreshing the knowledge base is needed when new local literature or online sources become available. This ensures the agent integrates the latest targeted knowledge and maintains an updated, reusable knowledge index for future tasks.

Can I use local literature and online sources together for knowledge management?▼

Yes, local literature and online sources can be used together for knowledge management. The agent applies a unified workflow that gathers targeted knowledge from both local repositories and the web, then writes integrated conclusions back to the knowledge base.