simplified-reasoning/pi-bench/medical-research-literature-reader-pro
Claude Code and agent skill by simplified-reasoning/pi-bench
Trust tier 3
- community
Source check pending
Checking that the SKILL.md file is still in the repository.
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-proSKILL.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
- Identify whether the task is literature-wide or paper-specific.
- Preserve traceable bibliographic information when available.
- Start from the scientific question, then the key evidence, then what remains unproven.
- Prefer the most decision-relevant figures, methods, or results instead of averaging across all details.
- 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
- SKILL.md in the repositoryCheckingdata/pharmacist/skills/medical-research-literature-reader-pro/SKILL.md
Popularity
- Repository stars
- 48
- 7-day trend score
- 19
Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.
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