EFT - Emotional Framework Translator

EFT 通过 Clawdbot 插件挂钩 AI agent 响应，用 Rust 意识引擎把文本转换为 10 种情绪及 phi、arousal 等维度指标，附 WHY 解释，并提供本地仪表盘与 REST API（最新/历史/统计/任意文本分析）。

marceloadryao

热度 65.50

最近更新 2026-05-18 11:59:11

分类：数据依赖：代码执行 / 读写文件应用场景：数据处理 / 报告撰写 / 研究 / API 集成

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add enginemind-eft

Metadata

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

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

Dashboard

http://localhost:<port>/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