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paper-context-resolver

lllllllama/RigorPilot-SkillsSkill

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.

ScannedSkillSource: GitHub
485 stars +5 this week Updated 1mo ago License MIT Context ≈137 tokens always loaded
59popular

Why this score

Stars12/35
Usage (forks)2/15
Upkeep20/25
License15/15
Owner history10/10

This repo hosts 10 skills, so its 485 stars are split between them (about 49 each) for scoring.

Popularity score: 59/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

Security

Scanned Oct 20, 2026 at commit fb3ccdf5aa64, with Cisco's open-source skill-scanner.

None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

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