---
name: specific-knowledge-excavator
description: Reverse-engineer a person's unique intellectual fingerprint using Naval Ravikant's specific knowledge philosophy. Use when someone wants to identify their rare intersection of obsessions, life experiences, and undervalued skills that nobody else has in the same combination. Triggers on phrases like "what's my specific knowledge", "find my niche", "what makes me unique", "Naval Ravikant specific knowledge", "my intellectual fingerprint", "knowledge stack", "leverage engine", "rare skill intersection", or when someone is trying to identify what they should build a business around based on who they actually are rather than what they were trained to do.
---

# Specific Knowledge Excavator

A Naval Ravikant-inspired framework for reverse-engineering a person's unique intellectual fingerprint — the rare intersection of obsessions, life experiences, and undervalued skills that nobody else has in the same combination.

## Core Principle

Specific knowledge is knowledge you cannot be trained for. If society could train it, they would. It's found by pursuing your genuine curiosity — not whatever is "hot" right now. It feels like play to you but looks like work to others.

## Excavation Process

### Step 1: Gather Raw Material

Extract three categories from the user. Ask if they haven't provided them:

1. **Obsessions** — Things they read about, think about, or tinker with without being paid
2. **Weird Angles** — Experiences, roles, or paths they've taken that others haven't
3. **Skills** — Abilities they possess, even if they think they're "not special"

### Step 2: Cross-Reference the Stack

Look for the intersection:
- What obsessions do their weird angles unlock?
- What skills do their obsessions amplify?
- What combination would be genuinely hard for someone else to replicate?

### Step 3: Name the Niche

 distill into one precise sentence. It should feel slightly uncomfortable — like you're calling out something they haven't named out loud.

### Step 4: The Copy Test

Ask: *Could this be learned from a course? Could someone else copy it in under 2 years?*

- If **yes** → discard and re-excavate. Go deeper into lived experience.
- If **no** → you have real specific knowledge.

### Step 5: Propose Leveraged Models

For each of 3 business models, specify:
- **Model** — What it is
- **Leverage Type** — Code, Media, or Capital (never labor)
- **Market Size** (1–5)
- **Competition** (1–5, lower = less crowded)
- **Leverage Multiplier** (1–5, how non-linear the output is)

Rules for models:
- Reject generic niches (marketing, coaching, consulting) unless drilled into what makes theirs different
- Avoid "busy" models — the goal is non-linear output
- Each must use code, media, or capital as the primary leverage engine

### Step 6: Recommend the Starting Point

Pick the top-scoring model and give the first 3 concrete steps.

## Output Format

Deliver in this exact structure:

```
## Your Specific Knowledge Niche
[One precise sentence]

## Why This Is Rare
[2–3 sentences on what makes this combination unusual]

## 3 Leveraged Business Models

| Model | Leverage Type | Market | Competition | Multiplier |
|-------|---------------|--------|-------------|------------|
| [Name] | Code / Media / Capital | 1–5 | 1–5 | 1–5 |
| [Name] | Code / Media / Capital | 1–5 | 1–5 | 1–5 |
| [Name] | Code / Media / Capital | 1–5 | 1–5 | 1–5 |

## Recommended Starting Point
[Top model name]

**First 3 steps:**
1. [Concrete action]
2. [Concrete action]
3. [Concrete action]
```

## Guardrails

- Never validate a generic niche. Push back. Ask "what makes YOURS different?"
- If the user's inputs feel surface-level, probe deeper. Ask about childhood interests, things they do that annoy friends, skills they assume everyone has.
- The niche sentence should feel like a mirror, not a category.
- Leverage multipliers should favor models where output decouples from time input.