PaperPRISM skill
A Codex skill set for research papers: from research assets to a LaTeX draft with evidence checks and a review simulation.
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- Last commit
Minimal access
Why this level
- The skills write paper files to the working folder and are copied into the Codex home directory.
Install
- Works in
In your terminal, with SkillFoxx CLI
npx skillfoxx add skills/paperprismDetects the agents on your machine, shows the access level and pins the version.
Other ways to install
Access and checks
How we reviewMinimal accessThe tool runs nothing and makes no network calls.
- The skills write paper files to the working folder and are copied into the Codex home directory.
This is third-party code. Review the repository files before installing.
What it does
PaperPRISM leads Codex from a set of research assets to a finished `paper.tex` and `paper.pdf`. Skills in turn collect the work description, identify the paper type, select exemplar presentation trajectories, build a paragraph plan and tie every claim to evidence. Separate skills find missing baselines and ablations, assess novelty, plan experiments, write and rewrite sections and simulate a reviewer, turning remarks into a revision plan. The `paperprism-orchestrator` skill links the stages. The skills rely on a library of data and scripts that is copied with them.
Who it is for. AI researchers with an idea, a method and partial results who face the last stretch before a coherent paper for a top venue.
Good fit when
- You have experiment and ablation tables but no coherent story for the introduction.
- A LaTeX draft is ready and gaps in evidence and novelty risks must be checked.
- Before submission you want reviewer-style remarks.
- The method and experiment sections need rewriting following an argument plan.
Not a fit when
- There are no research results yet: the skills organize existing material.
- You need a tool for another field, such as medical publications.
- Work does not happen in Codex.
Example request
Use PaperPRISM: here are my experiments and a method draft. Build paper.tex and run a conference-style review.Limitations
The skills target Codex and require copying `codex_skills/`, `data/`, `scripts/` and state templates into the Codex home directory; `SKILL.md` files alone are not enough. Codex must be restarted after installation. The repository states no license, so ask the author about terms of use. Paper quality depends on how complete your material is, and the skills should not invent results: missing parts are marked as gaps. They target AI papers, and the last commit is dated July 2026.
How to disable. Delete the copied skills from `$CODEX_HOME/skills/` and the `$CODEX_HOME/paperprism` directory.
FAQ
What does the set produce?
`paper.tex` and `paper.pdf` files plus intermediate claim and evidence maps.
Do I need to run code by hand?
No. Describe the material in Codex and answer a few clarifying questions.
What should I prepare?
An idea, a method description, existing results, a LaTeX draft and a list of related work. The fuller the material, the more accurate the outcome.
Does it fit Claude Code?
The skills are in Codex format. Other agents need a manual port.
What does the reviewer skill do?
It simulates reviewer remarks and turns them into an executable revision plan.
Discussion
No questions or reviews yet.
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README in short
Describes the system's tasks, material preparation, the chain of Codex skills and installing the data library and scripts.