🗺️ Healthcare & Clinical · Journey Playbooks

Playbook: Lead your first quality improvement project

A measurable process change sustained beyond the pilot window.

journey~80 minNursesPhysiciansClinical Managers

Journey Steps

1Step 1 — Lead a PDSA quality improvement cycle: start with "Define problem with baseline data over sufficient weeks, not anecdotes"
2Step 2 — Tune clinical decision support alerts responsibly: start with "Pull override rates and documented reasons per alert type"
3How it fits together: Baseline data before change; run-chart after. Sustainment is the real finish line.

Commands

Install all referenced skills

$ npx skills add aniruddhaadak80/skills --skill quality-informatics-quality-improvement-cycle && npx skills add aniruddhaadak80/skills --skill quality-informatics-cdss-alert-review

Tags

#playbook#journey#healthcare-clinical

Install this skill

$ npx skills add aniruddhaadak80/skills --skill playbook-healthcare-clinical-quality-project -a opencode

SKILL.md

# Playbook: Lead your first quality improvement project

> A measurable process change sustained beyond the pilot window.

## When to Use This Skill

A measurable process change sustained beyond the pilot window.

## Steps

1. Step 1 — Lead a PDSA quality improvement cycle: start with "Define problem with baseline data over sufficient weeks, not anecdotes"
2. Step 2 — Tune clinical decision support alerts responsibly: start with "Pull override rates and documented reasons per alert type"
3. How it fits together: Baseline data before change; run-chart after. Sustainment is the real finish line.

View source on GitHub ↗

Take retrieval-augmented answers from empty repo to evaluated production feature.

🗺️ AI Engineering·~135m

Open →

🗺️Playbook: Harden an agent before giving it toolsjourney

Ship an autonomous agent whose failure modes are cheap, visible, and reversible.

🗺️ AI Engineering·~125m

Open →

🗺️Playbook: Cut LLM costs without quality collapsejourney

Reduce monthly inference spend measurably while keeping answer quality within tolerance.

🗺️ AI Engineering·~95m

Open →