cfd-paper
cfd-paper is an Academic writing & papers skill for AI agents, published by csml-rpi in the AI-CFD-Scientist repository on GitHub. Skillspace rates cfd-paper F (48/100) and it passed the safety scan; the rating is based on static analysis only.
Full paper writing in skill mode. ONE skill that walks the agent through a strict numbered protocol: Stage 0 experiment planner, then a planner-viz-writer-compile-reviewer-revise cycle that iterates until the reviewer returns pass=true or the cap is hit. Each phase is one concrete agent action with the LLM prompt embedded verbatim and an immediate schema-validation gate. No script delegation. The agent itself is the planner, the viz author, the vision QA, the writer, the compile-fixer, the reviewer, and the reviser — same as every other skill-based AI scientist.
- Grade
- F
- Quality
- 48 / 100
- Safety
- Passed
- GitHub stars
- 37
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
- 70 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- Low-risk patterns
- License
- Not declared. Check the repository before reusing it.
- Adoption
- Adopted by 0 other repositories, in 0 collections
What the scanner flagged
- mentions secrets in text
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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