Extract insights from academic papers and map them to agent skills.
npx skills add https://github.com/dvy1987/agent-loom --skill learn-from-paper
Please help me install this Agent Skill. Skill: learn-from-paper Source: https://github.com/dvy1987/agent-loom/tree/main/.agents/skills/learn-from-paper Command: npx skills add https://github.com/dvy1987/agent-loom --skill learn-from-paper
Convert academic papers and research articles into validated, actionable improvements for an agent skill library by extracting empirical findings, assessing credibility, running security checks, and mapping recommendations to existing skills.
Analyze the uploaded paper PDF and return a credibility score, security verdicts, extracted insights with recommendations, and an application plan with citations.
High-intent search queries and answers about installing and using this skill.
To convert an arXiv paper PDF into actionable skill updates, the skill extracts empirical findings, runs security scans, assesses credibility, and maps classified insights to existing agent skills with structured recommendations and citations.
Credibility assessment for academic research papers applies a 6-dimension rubric to score the paper, gating the extraction of insights with explicit rules for borderline and reject cases to ensure only validated findings inform skill updates.
Yes, you can paste paper text directly instead of uploading a PDF or DOI link. The skill processes pasted text, uploaded PDFs, and arXiv or DOI links to perform security scanning, credibility assessment, and insight extraction.
Security checks invoke secure-* security skills to scan the paper content, blocking any content that fails the security pipeline before extracting insights or applying changes to the agent skill library.
Yes, paper insight extraction supports mapping to existing agent skills. It classifies findings into techniques, gotchas, failure modes, and metrics, then recommends whether to apply, partially apply, or keep current skills.
Limitations of applying research paper findings include rejecting papers that fail the 6-dimension credibility assessment or the secure-* security pipeline, preventing unvalidated or insecure content from updating agent skills.
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