learn-prototype

learn-prototype is a Language learning & self-study skill for AI agents, published by Li-Evan in the Bloom repository on GitHub. Skillspace rates learn-prototype D (65/100) and it passed the safety scan; the rating is based on static analysis only.

当用户要做/研究一个东西、想提升某个技能、或觉得某个产出不够好想改进时使用。用「改良主义」先逼出一个最垃圾但能跑的原型,再引导他自己洞察缺陷、提出问题,提改良假说→实践检验→迭代,信奉「洞察缺陷 > 如何优化 > 最终答案」,并把每次改进的方法本身沉淀成方法论。触发场景:要做 X、研究 X、提升 X、X 做得不好想改进、怎么优化 X、不知从哪下手做。

Grade
D
Quality
65 / 100
Safety
Passed
GitHub stars
199

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
94 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections
Scope
Portable: works in any project. General iterative prototype-and-improve learning method

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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