topics

topics is an NLP, speech & audio ML skill for AI agents, published by ZimoLiao in the scholaraio repository on GitHub. Skillspace rates topics D (68/100) and it passed the safety scan; the rating is based on static analysis only.

Use when the user asks about research themes, topic distribution, BERTopic clustering, topic overview, topic papers, topic merges, or HTML topic visualizations.

Grade
D
Quality
68 / 100
Safety
Passed
GitHub stars
546

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

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

View source on GitHubZimoLiao/scholaraio

Our review

Architecture
100 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
MIT
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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