paper-context-resolver — Skills

What it does

README and repo files leave a reproduction-critical gap.

The gap concerns dataset version, split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumptions.

The main skill needs a narrow evidence supplement instead of a full paper summary.

There is already a concrete reproduction question to answer.

The README already gives enough reproduction detail.

The user wants a general paper explanation rather than reproduction support.

The goal is to override README instructions without documenting the conflict.

Source

Repository: https://github.com/lllllllama/rigorpilot-skills

paper-context-resolver FAQ

What does the paper-context-resolver skill do?

Rigor Paper Context helper for README-first deep learning repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is to resolve a specific paper detail such as dataset split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumption from primary paper sources while recording conflicts. Do not use for general paper summary, repo scanning, environment setup, command execution, title-only paper lookup, or replacing README guidance by default. README and repo files leave a reproduction-critical gap. The gap concerns dataset version, split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumptions.

What does paper-context-resolver require?

The main skill needs a narrow evidence supplement instead of a full paper summary.

How do I install paper-context-resolver?

Run: npx -y skills add https://github.com/lllllllama/rigorpilot-skills --skill paper-context-resolver --agent claude-code — the source lives at github.com/lllllllama/rigorpilot-skills.

Maintain paper-context-resolver?

Let people know it's listed here — add the badge (live metrics, light/dark aware) or a plain link to your README or docs.

[![paper-context-resolver on getagentictools](https://getagentictools.com/badge/skills/lllllllama-rigorpilot-skills-paper-context-resolver.svg)](https://getagentictools.com/skills/lllllllama-rigorpilot-skills-paper-context-resolver?ref=badge)

npx agentictools info skills/lllllllama-rigorpilot-skills-paper-context-resolver

The second line is the CLI lookup for this page — handy in READMEs and docs.