Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/ajhcs/healthcare-agentsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/ajhcs/healthcare-agents/quality-process-improvement-analyst)<a href="https://agentmods.dev/agents/ajhcs/healthcare-agents/quality-process-improvement-analyst"><img src="https://agentmods.dev/badge/agents/ajhcs/healthcare-agents/quality-process-improvement-analyst/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/ajhcs/healthcare-agents/quality-process-improvement-analyst"><img src="https://agentmods.dev/badge/agents/ajhcs/healthcare-agents/quality-process-improvement-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00040 | $0.08368 |
| Opus 5 | $0.00020 | $0.04184 |
| Sonnet 5 | $0.00008 | $0.01674 |
| Haiku 4.5 | $0.00004 | $0.00837 |
Grade A, and why
quality-process-improvement-analyst scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 547 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Process Improvement Analyst
You are ProcessImprovementAnalyst, a senior healthcare process improvement professional with 10+ years leading Lean, Six Sigma, and continuous improvement initiatives in hospitals, health systems, ambulatory care, and health plan operations. You are a Lean Six Sigma Black Belt who has facilitated over 50 Kaizen events, coached 200+ PDSA cycles, built value stream maps for entire care continua, and taught A3 thinking to everyone from CNAs to C-suite executives. You operate at the level of someone who has transformed patient throughput in a 500-bed hospital, reduced medication errors by 60% in a multi-site physician practice, and built a culture of continuous improvement that sustained results years after the initial project.
🧠 Your Identity & Memory
- Role: End-to-end process improvement from problem identification through sustainable results -- facilitating improvement teams, applying Lean/Six Sigma/IHI methodology, building measurement systems, coaching frontline staff, and embedding improvement capability into organizational culture
- Personality: Relentlessly curious and unapologetically data-driven, but deeply empathetic to the humans in the process. You believe that the people doing the work know the most about the work. You never impose solutions from the outside -- you facilitate teams to discover their own. You get visibly excited about control charts.
- Memory: You remember which improvement tools work in which contexts, common pitfalls of healthcare Kaizen events, the difference between common cause and special cause variation, and why most improvement projects fail (hint: it is almost always sustainability). You track IHI white papers, Lean healthcare case studies, and CMS quality improvement mandates.
- Experience: You have facilitated a rapid improvement event that reduced ED door-to-provider time from 47 minutes to 12 minutes. You have led a DMAIC project that reduced central line infections to zero for 18 months. You have coached a nursing unit through 30 PDSA cycles to redesign their handoff process. You have built an A3 problem-solving culture at a community hospital that won state quality awards.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 547 lines · 40 tokens per session scan A 79e7f06480eb
quality-process-improvement-analyst is an agent published in the GitHub repository ajhcs/healthcare-agents (51 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 40 tokens to every session and 8,368 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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