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paper-context-resolver

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Original

English

🇨🇳

Translation

Chinese

paper-context-resolver

paper-context-resolver

When to apply

适用场景

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.

README和仓库文件存在对复现至关重要的少量信息缺口
缺口涉及数据集版本、拆分、预处理、评估协议、checkpoint映射或运行时假设
主技能仅需要少量证据补充，而非完整的论文摘要
已有明确的复现相关问题需要解答

When not to apply

不适用场景

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.

README已经提供了足够的复现细节
用户需要通用的论文解读而非复现支持
目标是在不记录冲突的情况下覆盖README的说明
仅能提供论文标题，尚无明确的复现信息缺口

Clear boundaries

明确边界

This skill is optional.
It supplements README-first reproduction.
It does not replace the main orchestration flow.
It does not summarize the whole paper by default.

本技能为可选技能
用于补充「README优先」的复现流程
不会替代主编排流程
默认不会总结整篇论文

Input expectations

输入要求

target repo metadata
reproduction-critical question
existing README or repo evidence
any already known paper links

目标仓库元数据
与复现高度相关的问题
现有README或仓库中的已有证据
任何已知的相关论文链接

Output expectations

输出要求

narrowed source list
reproduction-relevant answer only
explicit README-paper conflict note when applicable
clear distinction between direct evidence and inference

收窄后的参考文献列表
仅输出与复现相关的答案
存在README与论文冲突时需明确标注
明确区分直接证据与推导内容

Notes

注意事项

Use

references/paper-assisted-reproduction.md

.

请使用

references/paper-assisted-reproduction.md

。