vibe-paper-deai
vibe-paper-deai is a Writing style & humanising skill for AI agents, published by adongwanai in the adong-skills repository on GitHub. Skillspace rates vibe-paper-deai C (74/100) and it passed the safety scan; the rating is based on static analysis only.
Audit ML/AI papers for "vibe paper" signals (LLM-generated red flags) and de-AI polish drafts for top venues (NeurIPS, ICML, ICLR, CVPR, ACL, COLM, AAAI). Use this skill whenever the user wants to review a paper as an Area Chair, remove AI writing traces, polish formula-fragmented or bullet-heavy prose, fix overclaiming language, detect hallucinated citations, audit shallow ablations or template-style limitations, or run a pre-submission self-check. Trigger this even when the user doesn't say "vibe paper" — phrases like "AC review", "顶会审稿", "去AI味", "润色论文", "humanize my paper", "review my draft", "is this section too AI", or any submission-quality concern about an academic ML paper should activate this skill.
- Grade
- C
- Quality
- 74 / 100
- Safety
- Passed
- GitHub stars
- 28
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
- 100 / 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
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