🧬 Biotech & Pharma · Regulatory & Clinical Data

Keep clinical trial data inspection-ready

Edit checks, discrepancy management, and lock discipline producing clean analyzable datasets.

advanced~45 minBioinformaticiansLab ScientistsRegulatory Affairs

Steps

1Configure edit checks at study build, not during enrollment
2Triage discrepancies daily by query aging priority
3Freeze database sections as they complete; control late changes
4Document every protocol deviation with impact assessment
5Run patient-profile reviews before any interim analysis
6Rehearse the inspection story: request-to-record traceability demo

Common Pitfalls

▲Queries opened months later eroding site trust
▲Unblinding incidents through careless report sharing

Commands

Install with skills CLI

$ npx skills add aniruddhaadak80/skills --skill regulatory-clinical-clinical-data-cleanliness

Install globally

$ npx skills add aniruddhaadak80/skills --skill regulatory-clinical-clinical-data-cleanliness -g

Tags

#clinical-data#edc#trials#biotech-pharma#regulatory-clinical

Install this skill

$ npx skills add aniruddhaadak80/skills --skill regulatory-clinical-clinical-data-cleanliness -a opencode

SKILL.md

# Keep clinical trial data inspection-ready

> Edit checks, discrepancy management, and lock discipline producing clean analyzable datasets.

## When to Use This Skill

Edit checks, discrepancy management, and lock discipline producing clean analyzable datasets.

## Steps

1. Configure edit checks at study build, not during enrollment
2. Triage discrepancies daily by query aging priority
3. Freeze database sections as they complete; control late changes
4. Document every protocol deviation with impact assessment
5. Run patient-profile reviews before any interim analysis
6. Rehearse the inspection story: request-to-record traceability demo

## Common Pitfalls

- Queries opened months later eroding site trust
- Unblinding incidents through careless report sharing

View source on GitHub ↗

ALCOA+ principles applied daily: attributable, legible, contemporaneous, original, accurate.

🧬 Biotech & Pharma·~30m

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Keep clinical trial data inspection-ready

Steps

Common Pitfalls

Commands

Tags

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