scholar-open

scholar-open is an Academic writing & papers skill for AI agents, published by joshzyj in the open-scholar-skill repository on GitHub. Skillspace rates scholar-open F (15/100) and the safety scan rated it unsafe; the rating is based on static analysis only.

Implement open science practices for a social science study. Five modes: (1) PREREGISTER — OSF / AsPredicted / EGAP / Registered Reports; secondary-data preregistration; deviation reporting; (2) DATA-SHARE — FAIR principles, de-identification, repository selection (Dataverse / ICPSR / Zenodo / QDR), social media policies, computational data (model weights, embeddings), data availability statements; (3) CODE-SHARE — minimum + gold-standard replication packages, README template, renv / conda / Docker / Makefile environments, CITATION.cff, Zenodo DOI via GitHub; (4) FULL-PACKAGE — data management plan (NSF/NIH template), CRediT authorship, COI, IRB statement, preprint strategy, open access + APC waiver guidance; (5) REPLICATION-PACKAGE — end-to-end audit against journal requirements. Required at Nature journals; increasingly expected at ASR, Demography, and Science Advances. Saves preregistration document, data management plan, and replication-package README to disk.

Grade
F
Quality
15 / 100
Safety
Unsafe
GitHub stars
102

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.

View source on GitHubjoshzyj/open-scholar-skill

Our review

Architecture
54 / 100
Maturity
Structured: ships references or scripts
Security scan
Critical-risk patterns
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • destructive rm -rf on home/root

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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