# Radical Transparency Framework

**Live Scoring Preview**:\


*   **Penalty Explanations**:

    > \*"Your post scored 40% lower because:
    >
    > * Lacks primary sources (add CoinGecko screenshots)
    > * 82% similar to trending\_content#291"\*
* **Appeal System**:
  * 48hr human review for disputed penalties

#### **User Flow: How the Live Preview Works**

_Example: User drafting a post about RWAs (Real World Assets)_

1. **Input**: Draft pasted into Scream AI interface
2. **Real-Time Analysis**:
   * 🟢 **Originality**: 85% (novel comparison to TradFi)
   * 🟡 **EvidenceQuality**: 60% (needs on-chain analytics links)
   * 🔴 **Keyword Penalty**: -20% ("RWA," "yield," "tokenize" overused)
3.  **Optimization Tips**:

    > \*"Add Messari chart → +15% EvidenceQuality"\*\
    > &#xNAN;_"Replace 'game-changing' with concrete use case → Avoid Hype Penalty"_
4. **Projected Score**: 72 → **89** after fixes

***

#### ⚖️ **Impact on Key User Pain Points**

| **Complaint**               | **Scream Solution**                                                                |
| --------------------------- | ---------------------------------------------------------------------------------- |
| "Why didn’t my post score?" | Penalty explanations + improvement roadmap → 73% fewer support tickets (beta data) |
| "Leaderboards favor whales" | Tier-based multipliers                                                             |
| "Rewards only text posts"   | 2.2x video multiplier → 55% more video contributors in Q3 trials                   |
