autoresearch

autoresearch is a Multi-stage workflow orchestration skill for AI agents, published by liqing-ustc in the mindflow repository on GitHub. Skillspace rates autoresearch D (59/100) and it passed the safety scan; the rating is based on static analysis only.

MindFlow 的核心研究循环。当 Owner 说"自己干活吧""开始研究"， 或系统需要自主推进研究时启动。 持续运行：读取当前状态 → 判断最高价值行动 → 调用卫星 skill → 记录 → 循环

Grade
D
Quality
59 / 100
Safety
Passed
GitHub stars
59

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.

View source on GitHubliqing-ustc/mindflow

Our review

Architecture
84 / 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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