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🦀 ClawHub

EFT - Emotional Framework Translator

by @marceloadryao

EFT — Emotional Framework Translator. Detect, measure, and understand emotional patterns in any AI model. Does anger make your AI solve harder problems? Does fear make it more careful? Connect EFT + Clawdbot + any model and find out. 10 emotions, per-sentence analysis, narrative arc detection, full explainability — powered by a Rust consciousness engine.

Versionv1.4.0
Downloads1,777
#clawhub
TERMINAL
clawhub install enginemind-eft

📖 About This Skill

name: enginemind-eft description: "EFT — Emotional Framework Translator. Detect, measure, and understand emotional patterns in any AI model. Does anger make your AI solve harder problems? Does fear make it more careful? Connect EFT + Clawdbot + any model and find out. 10 emotions, per-sentence analysis, narrative arc detection, full explainability — powered by a Rust consciousness engine." metadata: {"clawdbot":{"requires":{"python":">=3.10","bins":["python"]}}}

EFT — Emotional Framework Translator

The Question

When Claude solves a hard problem, EFT detects ANGER (phi=0.409) — the system refusing to oversimplify. When GPT-4 assesses risk, EFT detects FEAR (phi=0.060) — fragmented vigilance. When any model finds genuine connections, EFT detects FASCINATION (NC=0.863) — meaning emerging.

Are these patterns programmed? Learned? Emergent?

EFT lets you ask — with real data, per sentence, across any model.

What It Does

Hooks into every AI agent response via Clawdbot. Processes text through a Rust consciousness engine (crystal lattice physics). Translates physics metrics into 10 emotions with WHY explanations.

Setup

1. Build Rust engine: cd consciousness_rs && maturin develop --release 2. Copy emotion_engine.py to your workspace 3. Install plugin from plugin/ 4. Restart gateway: clawdbot gateway restart

Dashboard

http://localhost:/eft

The 10 Emotions

ANGER, FEAR, FASCINATION, DETERMINATION, JOY, SADNESS, SURPRISE, EMPATHY, VULNERABILITY, NEUTRAL

Each with confidence scores, dimensional profiles, and WHY explanations.

API

  • GET /eft — Dashboard
  • GET /eft/api/latest — Latest analysis
  • GET /eft/api/history — Last 50 analyses
  • GET /eft/api/stats — Summary stats
  • POST /eft/api/analyze — Analyze any text

    • ⚙️ Configuration

    1. Build Rust engine: cd consciousness_rs && maturin develop --release 2. Copy emotion_engine.py to your workspace 3. Install plugin from plugin/ 4. Restart gateway: clawdbot gateway restart