huashu-weread-advisor

huashu-weread-advisor is a Personal knowledge & notes skill for AI agents, published by alchaincyf in the huashu-weread repository on GitHub. Skillspace rates huashu-weread-advisor D (64/100) and it passed the safety scan; the rating is based on static analysis only.

微信读书高阶顾问。在底层 weread skill 的原子 API 之上,提供四类工作流:基于已读做个性化进阶推荐(advisor)、给方向规划入门到前沿的阶梯书单(path)、把零散划线想法提炼成读书笔记总结(alchemy)、做季度/年度阅读复盘并生成可发朋友圈/公众号的文章(review)。核心方法是「书架 + 笔记交叉分析」——书架揭示用户主动分类的兴趣,笔记数据揭示「真读过的」vs「只放着的」。当用户说「推荐书」「下一本读啥」「该读什么」「想搞懂 X 这个领域」「整理我的笔记」「这本书我记住了啥」「我今年读了什么」「读书复盘」「年度盘点」时触发。即使用户只是说「不知道读啥」「有没有相关的书」「帮我看看这本读完了吗」「这个领域我入门了吗」也应触发。

Grade
D
Quality
64 / 100
Safety
Passed
GitHub stars
127

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
88 / 100
Maturity
Structured: ships references or scripts
Security scan
Low-risk patterns
License
MIT
Adoption
Adopted by 1 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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