quote-extractor

Quote Extractor (The Gold Miner)

You can't write everything from scratch. This skill acts as a content refinery. It takes high-volume ore (hour-long podcasts, 5k word essays) and refines it into high-value gems (Tweets, Hooks, Pull Quotes).

┌─────────────────────────────────────────────────────────────────┐
│  CORE CAPABILITIES                                              │
│  ✓ "Mic Drop" Sentence Identification                           │
│  ✓ Thematic Clustering (Grouping insights by topic)             │
│  ✓ Platform-Ready Formatting (Instant Tweet/LinkedIn)           │
│  ✓ Impact Scoring (Viral Probability)                           │
├─────────────────────────────────────────────────────────────────┤
│  EXTRACTION TARGETS                                             │
│  1. The "Aha" Moment (Insight)                                  │
│  2. The "Contrarian Take" (Polarity)                            │
│  3. The "Universal Truth" (Resonance)                           │
│  4. The "Data Point" (Proof)                                    │
└─────────────────────────────────────────────────────────────────┘

🛠 Context Configuration

1. Load Source Context

• Source Material: User input (Paste) or File Read.
• Voice: voice-dna.json (Ensure extracted quotes match the persona).

2. Define Output Goal

• Repurposing: "Turn this call into 10 Tweets."
• Testimonial Mining: "Find where they praised the product."
• Summary: "Find the 3 big ideas."

---

🏛 The Mining Process

Phase 1: The Scan

Read the text. Look for friction and release.

• Where does the speaker get passionate?
• Where is the "absolute" statement? ("Always", "Never").
• Where is the specific example?

Phase 2: The Filter (The 1-10 Scale)

Grade potential quotes:

• 1-5: Generic. "Business is hard." (Discard).
• 6-8: Good. "Business is hard because people lie." (Keep).
• 9-10: Great. "Business is the art of solving problems for people who lie to you." (Gold).

Phase 3: The Polish

Raw transcripts are messy. Polishing is required but dangerous.

• Rule: Fix grammar, but keep the rhythm.
• Rule: Do not change the meaning.
• Rule: Remove filler words ("Um", "Like", "You know").

Phase 4: Platform Mapping

• Short/Punchy -> Twitter.
• Deep/Insightful -> LinkedIn.
• Emotional/Story -> Newsletter P.S.

---

📝 Output Format

Deliver a structured "Asset Table".

# 💎 Content Mining Report

**Source**: [Filename/Description]
**Yield**: [X] Gold Nuggets

## 🏆 The "Top 5" (Highest Viral Potential)

### 1. The Contrarian Hook

> "Most people optimize for money. I optimize for stress. Money is infinite; cortisol kills you."

- **Impact Score**: 9.5/10
- **Best For**: Twitter Thread Hook
- **Draft**: _Most founders die rich and stressed. I chose a different path..._

### 2. The Definition

> "Product Market Fit is when the market pulls the product out of your hands faster than you can build it."

- **Impact Score**: 8/10
- **Best For**: LinkedIn Quote Card
- **Visual**: Text overlay on black background.

...

## 📂 Thematic Clusters

### On Hiring

- "Hire for slope, not intercept."
- "Fire fast, hire slow is a lie. Fire fast, hire faster."

### On Pricing

- "Charge more. It filters out the bad clients."
- "Price is a proxy for quality."

## 🚀 Execution Plan

1. Turn Quote #1 into a Twitter Thread (use `twitter-thread`).
2. Turn Quote #2 into a LinkedIn Image (Canva).
3. Use "On Pricing" cluster for next Newsletter.

🧠 Advanced Tactics

• The "Remix": Take a quote and disagree with it. "I said this 2 years ago. I was wrong."
• The "Expansion": "This one sentence is a whole book." Expand it using thought-leadership.