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Semantic scholar review paper mining starter

Skill ma-compbio-lab/SkillFoundry/skills/scientific-knowledge/semantic-scholar-review-paper-mining-starter

A framework for discovering, compiling, and validating reusable skills for scientific agents.

Install
npx -y skills add ma-compbio-lab/SkillFoundry --skill semantic-scholar-review-paper-mining-starter

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What its author says it does

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Mine likely review, survey, and meta-analysis papers from a local metadata set using deterministic title and abstract heuristics aligned with Semantic Scholar review-search workflows.

SKILL.md

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Semantic Scholar Review Paper Mining Starter

Use this starter to flag likely review papers from a small local paper set.

python3 skills/scientific-knowledge/semantic-scholar-review-paper-mining-starter/scripts/run_semantic_scholar_review_mining.py \
  --input skills/scientific-knowledge/semantic-scholar-review-paper-mining-starter/examples/paper_metadata.json

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.