Onco Biomarker EHR Decision Engine

**Stop getting generic AI output. Get expert-level results in seconds.**

**THE PROBLEM:**
Every week you’re wading through EHR notes trying to get an AI model to produce biomarker-guided therapy guidance that actually respects line of therapy, prior exposures, and actionable alterations. You paste in a long prompt and the output comes back generic—overly broad biomarker suggestions that would get a fellow scolded on rounds. You try again, add more context, and it still ignores sequencing nuances and real-world constraints.

**THE COST:**
Each bad prompt forces you into 15–30 minutes of manual correction, reformatting, and cross-checking with NCCN/ESMO to make sure nothing unsafe slips through. Missed interventions mean missed opportunities for targeted therapy or trial-eligible patients. And when AI output looks amateur, it reflects directly on you and your team’s clinical rigor.

**THE SOLUTION:**
The Onco Biomarker EHR Decision Engine prompt pack gives you 25 engineered prompts built specifically for hospital-based oncology teams managing advanced solid tumors. Each prompt uses layered methods—chain-of-thought, few-shot exemplars, meta-instructions—and includes customizable {{variables}} for tumor type, prior therapies, stage, biomarker panels, and constraints. The pack forces models to produce precise, therapy-line–aware, clinically grounded recommendations that feel like an attending-level decision note, not a generic search result.

**What's Inside:**
- 25 deeply engineered prompts (200–500 words each — not one-liners)
- Advanced techniques: chain-of-thought, few-shot examples, meta-prompting
- Customizable {{variables}} in every prompt
- Expected output specs so you know exactly what you'll get
- Usage tips and anti-patterns for each prompt
- Chaining guide to combine prompts for complex workflows
- Works with ChatGPT, Claude, Gemini, and any major AI

**Who This Is For:**
- Oncology attendings who need therapy-line–specific biomarker interpretation that won’t miss actionable variants.
- Oncology pharmacists preparing treatment reviews who can’t afford shallow AI recommendations.
- Nurse navigators and APPs who handle complex EHR summaries and need consistent, expert-level decision support fast.

**Who This Is NOT For:**
- Anyone looking for beginner-level prompts or simplified patient-education output.
- Teams who want broad, generic summaries rather than precise, therapy-sequencing guidance.

**Guarantee:** "If these prompts don't produce dramatically better AI output than what you're currently getting, reach out for a full refund."

Pay once, own forever. Use across all AI platforms.