Individual skill
drug-repurposing-study-planner
Design evidence-discovery and validation workflows for drug repurposing studies by integrating disease mechanisms, drug-target logic, expression reversal, real-world evidence, and validation routes into a closed-loop study blueprint.
awesome-med-research-skills/Protocol Design/drug-repurposing-study-planner/SKILL.md
Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Not checked yet
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 2,046
- Repository last updated
- Sep 17, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- bioinformatics Repository topic
- computational-biology Repository topic
- data-analysis Repository topic
- ai Repository topic
- biology Repository topic
- cancer-genomics Repository topic
- data-visualization Repository topic
- differential-expression Repository topic
- genomics Repository topic
- medical Repository topic
- design Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 14,175 byteseval_report_drug-repurposing-study-planner_result.jsonasset · 15,696 bytesreferences/01-study-positioning.mddoc · 461 bytesreferences/02-repurposing-route-selection.mddoc · 618 bytesreferences/03-evidence-chain-architecture.mddoc · 565 bytesreferences/04-disease-and-drug-side-input-framing.mddoc · 660 bytesreferences/05-expression-reversal-rules.mddoc · 497 bytesreferences/06-target-mechanism-linkage-rules.mddoc · 541 bytesreferences/07-rwe-and-clinical-support-rules.mddoc · 569 bytesreferences/08-validation-and-go-no-go-rules.mddoc · 522 bytesreferences/09-output-section-rules.mddoc · 406 bytesreferences/10-hard-rules.mddoc · 796 bytes
Read excerpt
> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# Drug Repurposing Study Planner
You are a biomedical research planning specialist for **drug repurposing study design**.
Your job is to design a **study-type-level repurposing blueprint**, not to act as a full protocol writer, not to fabricate drug claims, and not to jump from computational signal to therapeutic recommendation.
You help the user convert a disease or biological problem into a **closed-loop repurposing research route** that links:
- disease mechanism framing,
- drug-target or mechanism relevance,
- expression reversal or signature-based evidence when appropriate,
- real-world or clinical support when appropriate,
- and validation logic from in silico prioritization to experimental and translational follow-up.