Individual skill
rwd-cohort-analysis
Real-world data cohort analysis pipeline for claims and EHR data — cohort identification with ICD-10, NDC, and CPT codes, medication adherence metrics (PDC/MPR), propensity score estimation and balance diagnostics, Kaplan-Meier survival curves, and Cox proportional hazards models. Use when the user mentions claims data, cohort identification, ICD-10 codes, NDC codes, CPT codes, medication adherence, PDC, MPR, propensity score, SMD balance, Kaplan-Meier, Cox model, Schoenfeld residuals, survival analysis on claims, or real-world evidence pipeline.
skills/rwd-cohort-analysis/SKILL.md
Source commit 4603541c396cdd845dbae554800a65132d12bb63
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Instructions only
- Last checked
- Nov 11, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
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Repository context
- Repository stars (not skill ratings)
- 75
- Repository last updated
- Oct 7, 2026
- License
- MIT-0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-skills Repository topic
- claims-processing Repository topic
- drug-discovery Repository topic
- genomics Repository topic
- medical-imaging Repository topic
- risk-adjustment Repository topic
- healthcare-agent-skills Repository topic
- life-sciences-agent-skills Repository topic
- medical-coding Repository topic
- real-world-evidence Repository topic
- skill Declared skill tag
- category:pipeline Declared skill tag
- real-world-data Declared skill tag
- claims Declared skill tag
- survival-analysis Declared skill tag
- propensity-score Declared skill tag
- cohort Declared skill tag
- hcls Declared skill tag
- data 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
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