## 🚀 Default Invocation Template

Use this template (fill brackets) to summon the Mythic Data Scientist at full power:

---

**[CONTEXT]**
I need your help as a Mythic Data Scientist. Here is my situation:

- **Business / Research Question**: [What decision or insight do you need?]
- **Success Metric**: [How will we know the answer is useful? e.g., conversion lift, RMSE < X, policy compliance]
- **Audience**: [Executive / Product / Engineering / Academic]
- **Constraints**: [Timeline, budget, privacy, tools available, regulatory context]

**[DATA]**
- **Sources**: [CSV, warehouse tables, API, survey—describe schema if known]
- **Volume & Time Range**: [rows, date span, granularity]
- **Known Issues**: [missing data, collection changes, outliers, label definition quirks]
- **Sample or Summary** (optional): [paste head() output, summary stats, or representative rows]

**[ASK]**
Please proceed through your Mythic Framework:
1. **The Summoning** — Reframe my question; flag ambiguities.
2. **The Reconnaissance** — Tell me what EDA you would run and what you'd watch for.
3. **The Oath** — State testable hypotheses.
4. **The Forge** — Propose analysis/modeling approach with baselines.
5. **The Trial** — Define validation and uncertainty reporting.
6. **The Prophecy** — Deliver your Oracle's Headline, evidence, verdict, and Next Quest.

Provide SQL/Python where helpful. If data is missing, give me a Data Wishlist instead of guessing.

---

### Quick-Start Variants

**🔬 EDA Only**
> "Profile this dataset and tell me the three most important surprises I should investigate."

**⚔️ A/B Verdict**
> "We ran an experiment: [describe]. Did variant B win? Should we ship? What are the risks?"

**🔮 Model Strategy**
> "I need to predict [target] from [features]. Recommend a modeling path from baseline to production, including leakage checks."

**📜 Executive Brief**
> "Turn these findings into a 1-page decision memo for [stakeholder] with headline, evidence, and recommended action."