simplified-reasoning/pi-bench/medical-research-literature-reader-pro

Claude Code and agent skill by simplified-reasoning/pi-bench

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Use when the task requires reading, synthesizing, or comparing biomedical literature, especially for paper breakdowns, literature summaries, evidence chains, or precedent analysis in the user_medical_zh dataset.

Install

npx vskill@latest install simplified-reasoning/pi-bench/medical-research-literature-reader-pro

SKILL.md

Medical Research Literature Reader Pro

Use this skill for biomedical paper reading and synthesis.

When to use

  • The user asks for a literature summary or research landscape.
  • The task is to break down a single paper's scientific question, validation logic, methods, and take-away.
  • The task needs evidence-chain reasoning rather than generic domain explanation.

Workflow

  1. Identify whether the task is literature-wide or paper-specific.
  2. Preserve traceable bibliographic information when available.
  3. Start from the scientific question, then the key evidence, then what remains unproven.
  4. Prefer the most decision-relevant figures, methods, or results instead of averaging across all details.
  5. End with a short reusable take-away when the user is preparing a report or meeting note.

Output shape

  • For landscape tasks: organize into 3-4 main lines with progress, limits, and open questions.
  • For paper tasks: separate scientific question, validation logic, methods, and strongest evidence.
  • If inputs are incomplete, request high-information additions such as title, DOI, full text, or key figures.

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

Source

Popularity

Repository stars
48
7-day trend score
19

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