48h-accelerated-learning
48h-accelerated-learning is a Tutoring & exam preparation skill for AI agents, published by chusimin in the AIPM-Skills repository on GitHub. Skillspace rates 48h-accelerated-learning D (61/100) and it passed the safety scan; the rating is based on static analysis only.
48小时领域加速学习引擎——基于"关键问题驱动"方法论，帮助用户快速建立任意领域的认知全景图并达到能与专家对话的水平。当用户提到"我想快速搞懂XX"、"48小时学会XX"、"快速入门XX"、"加速学习XX"、"我要短时间掌握XX领域"、"帮我速成XX"时立即触发。也适用于用户说"我对XX一无所知但需要快速了解"、"面试要聊XX但我不懂"、"开会要讨论XX我得提前补课"、"我想建立XX领域的全景认知"、"帮我画一个XX领域的知识地图"等表达。即使用户只说"帮我搞懂XX"或"XX领域怎么入门最快"，只要意图是在短时间内建立对一个领域的系统性理解（而非细水长流的深度学习），都应触发此skill。与交互式学习skill的区分：交互式学习适合"我想系统学XX"的长期场景，本skill适合"我需要尽快搞明白XX"的加速场景。两者可组合使用——当本skill发现用户在某个子领域需要系统补课时，可建议切换到交互式学习skill。
- Grade
- D
- Quality
- 61 / 100
- Safety
- Passed
- GitHub stars
- 61
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
- 87 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
- Adoption
- Adopted by 0 other repositories, in 0 collections
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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