paper-context-resolver

Installation

Summary

Resolve reproduction-critical gaps by extracting dataset, preprocessing, and protocol details from primary papers.

Targets narrow reproduction questions (dataset splits, preprocessing steps, evaluation protocols, checkpoint mappings) rather than general paper summaries
Requires concrete reproduction context: existing README, repo evidence, and a specific gap to fill
Documents conflicts between README guidance and paper sources explicitly
Designed as a helper skill, typically invoked by orchestrators to supplement README-first reproduction workflows
Skips general paper explanation, title-only lookups, and environment setup tasks

SKILL.md

Use this as the Rigor Paper Context helper. The installed slug remains paper-context-resolver for compatibility.

When to apply

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.
The only available input is a paper title and there is no concrete reproduction gap yet.

Installs

140.1K

Repository

GitHub Stars

412

First Seen

Mar 30, 2026

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