paper-context-resolver
SkillDatabases & dataYour AI can resolve academic papers and fetch the context around them. paper-context-resolver is a skill that gives it this ability, so when a paper comes up in your work, your AI can pull in its background instead of going by the name alone. That leads to better-grounded answers whenever research papers are part of the task.
Available today. Use it from your connected AI after setup.
No other account needed.
Add the skill, then ask your AI to resolve a paper or fetch its context the next time one comes up in your work.
Then ask your AI: use the paper-context-resolver skill
What your AI can do with it
- Resolve academic papers your AI comes across
- Fetch context for a paper before working with it
- Ground answers about a paper in its fetched context
What this skill tells your AI
The instructions your AI receives, as published by lllllllama/rigorpilot-skills in skills/paper-context-resolver/SKILL.md and read by ahel’s review.
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.
When not to apply
- 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.
Clear boundaries
- This skill is optional.
- This skill is helper-tier and should usually be orchestrator-invoked.
- It supplements README-first reproduction.
- It does not replace the main orchestration flow.
- It does not summarize the whole paper by default.
Input expectations
- target repo metadata
- reproduction-critical question
- existing README or repo evidence
- any already known paper links
Output expectations
- narrowed source list
- reproduction-relevant answer only
- explicit README-paper conflict note when applicable
- clear distinction between direct evidence and inference
Notes
Use references/paper-assisted-reproduction.md.
Signals
- GitHub stars
- 487
- Forks
- 17
- Last commit
- Sep 2026
- Installs
- 451k installs
Advanced
- Catalog kind
- skill
- Gateway key
paper-context-resolver- Source
- github.com/lllllllama/rigorpilot-skills