paper-context-resolver
installsforks
How to install paper-context-resolver?
lllllllama/rigorpilot-skills/paper-context-resolver
$npx -y skills add lllllllama/RigorPilot-Skills --skill paper-context-resolverRigor 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, checkp
SKILL.md
| 1 | # paper-context-resolver |
| 2 | |
| 3 | Use this as the Rigor Paper Context helper. The installed slug remains |
| 4 | `paper-context-resolver` for compatibility. |
| 5 | |
| 6 | ## When to apply |
| 7 | |
| 8 | - README and repo files leave a reproduction-critical gap. |
| 9 | - The gap concerns dataset version, split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumptions. |
| 10 | - The main skill needs a narrow evidence supplement instead of a full paper summary. |
| 11 | - There is already a concrete reproduction question to answer. |
| 12 | |
| 13 | ## When not to apply |
| 14 | |
| 15 | - The README already gives enough reproduction detail. |
| 16 | - The user wants a general paper explanation rather than reproduction support. |
| 17 | - The goal is to override README instructions without documenting the conflict. |
| 18 | - The only available input is a paper title and there is no concrete reproduction gap yet. |
| 19 | |
| 20 | ## Clear boundaries |
| 21 | |
| 22 | - This skill is optional. |
| 23 | - This skill is helper-tier and should usually be orchestrator-invoked. |
| 24 | - It supplements README-first reproduction. |
| 25 | - It does not replace the main orchestration flow. |
| 26 | - It does not summarize the whole paper by default. |
| 27 | |
| 28 | ## Input expectations |
| 29 | |
| 30 | - target repo metadata |
| 31 | - reproduction-critical question |
| 32 | - existing README or repo evidence |
| 33 | - any already known paper links |
| 34 | |
| 35 | ## Output expectations |
| 36 | |
| 37 | - narrowed source list |
| 38 | - reproduction-relevant answer only |
| 39 | - explicit README-paper conflict note when applicable |
| 40 | - clear distinction between direct evidence and inference |
| 41 | |
| 42 | ## Notes |
| 43 | |
| 44 | Use `references/paper-assisted-reproduction.md`. |
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