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Find a paper detail needed to reproduce a repository v1.0.0
Use this resource to resolve a paper detail needed to reproduce a deep learning repository
New
- 392 downloads
- 137 likes
- 177 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install paper-reproduction-detail-resolverWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginWhen the README leaves a critical gap, the agent searches the paper's primary sources for one precise point, such as dataset split, preprocessing, evaluation protocol or checkpoint mapping. It is not meant for summarising a paper or setting up the environment.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- SKILL.md: conditions of use, limits and output format
- references/paper-assisted-reproduction.md: method for paper-assisted reproduction
- agents/openai.yaml: agent configuration
Good fit for
- The README does not state the dataset split or the evaluation protocol
- You must match a published checkpoint to a step described in the paper
Not for
Tags
- reproduction
- scientific paper
- deep learning
- protocol
- checkpoints
About
You say
“In this repository, which train/test split does the paper use for the dataset?”
Skill published by lllllllama under the MIT license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to resolve a paper detail needed to reproduce a deep learning repository
- Review and adjust the result
Content preview
Files
- agents/openai.yaml0.4 KB
- LICENSE1.1 KB
- NOTICE-PALATEKIT.md0.5 KB
- references/paper-assisted-reproduction.md1.3 KB
- SKILL.md2.1 KB
Origin and licence
Listed unmodified
- Author
- lllllllama
- Source
- github.com/lllllllama/rigorpilot-skills/tree/fb3ccdf5aa64b1fa5b1d0463e666a8bc8bc26e01/skills/paper-context-resolver
- Licence
- MIT
Notice
« paper-context-resolver » (lllllllama, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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