scholar-citation

scholar-citation is a Literature review & citations skill for AI agents, published by joshzyj in the open-scholar-skill repository on GitHub. Skillspace rates scholar-citation D (55/100) and it passed the safety scan; the rating is based on static analysis only.

Full citation management for social science manuscripts. Eight modes: (1) INSERT — add in-text citations to uncited claims; (2) AUDIT — find orphans, missing refs, year/author mismatches, duplicates; (3) CONVERT-STYLE — convert between styles (ASA, APA, numbered, author-date); (4) FULL-REBUILD — inventory claims → search Zotero + CrossRef → insert → assemble → audit; (5) VERIFY — verify each ref against local library (Zotero/Mendeley/BibTeX/EndNote), CrossRef, WebSearch; VERIFIED/UNVERIFIED/CORRECTED; (6) EXPORT — generate BibTeX .bib for LaTeX with cite keys, DOIs, enriched metadata; (7) RETRACTION-CHECK — cross-reference Retraction Watch; flag and suggest replacements; (8) REPORTING-SUMMARY — pre-filled NHB/NCS Reporting Summary (design, statistics, data availability) for Nature Human Behaviour and NCS. ABSOLUTE RULE: never fabricate — every reference verified against ≥1 authoritative database; local library searched first. Flags unsupported claims SOURCE NEEDED. Saves complete draft…

Grade
D
Quality
55 / 100
Safety
Passed
GitHub stars
102

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 GitHubjoshzyj/open-scholar-skill

Our review

Architecture
64 / 100
Maturity
Structured: ships references or scripts
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

Better-rated skills in Literature review & citations

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