Paper Context Resolver

by lllllllamafb3ccdf5aa64No license497 starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated 2 weeks ago

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.

Instructions onlyResearch & Analysis

Add to a SourceWeft workspace

  1. Open the skill in your dashboard and add it to a workspace.
  2. Enable it for the chats that should use it.

This skill is instructions only: it ships no scripts to execute.

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Ask your agent to install it

Paste this prompt into Claude Code, Codex, Cursor or another agent that can run commands — or into SourceWeft chat. The agent reads this skill's install guide, shows you its source, license and scripts, and installs it with the SourceWeft CLI once you agree.

Read https://sourceweft.com/skills/gh-lllllllama-rigorpilot-skills-paper-context-resolver/install.md and install the skill it describes. Before installing, show me its source, license and whether it ships scripts, and wait for my OK. Ask me before changing anything else on my machine.

Read the install guide the agent follows

Install it yourself from a terminal

For Claude Code, Codex, Cursor and other local agents. The SourceWeft CLI fetches the skill from its source repository at the commit scanned here, and verifies every file against the hashes recorded when the skill was scanned. If anything differs, nothing is written.

npx @sourceweft/cli skills install gh-lllllllama-rigorpilot-skills-paper-context-resolver

Add --agent claude-code, codex, cursor or universal to choose which agent gets it (Claude Code by default).

Upstream installer — not verified by SourceWeft

The open-source skills installer fetches the same pinned commit, but does not check the files against the hashes SourceWeft recorded.

npx skills add https://github.com/lllllllama/rigorpilot-skills/tree/fb3ccdf5aa64b1fa5b1d0463e666a8bc8bc26e01/skills/paper-context-resolver

Source and attribution

Source:lllllllama/rigorpilot-skillsinskills/paper-context-resolverat commitfb3ccdf

License: No license

Content belongs to its original authors. SourceWeft indexes it from a public repository.

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