enginemind-eft
EFT — Emotional Framework Translator.
Setup & Installation
Install command
clawhub install marceloadryao/enginemind-eftIf the CLI is not installed:
Install command
npx clawhub@latest install marceloadryao/enginemind-eftOr install with OpenClaw CLI:
Install command
openclaw skills install marceloadryao/enginemind-eftor paste the repo link into your assistant's chat
Install command
https://github.com/openclaw/skills/tree/main/skills/marceloadryao/enginemind-eftWhat This Skill Does
Detects and measures emotional patterns in AI model responses using a Rust physics engine. Analyzes text per sentence across 10 emotions with confidence scores and WHY explanations. Hooks into Clawdbot to process every agent response automatically.
Per-sentence emotion detection with physics-derived confidence scores gives more granular insight than sentiment tools that return a single positive/negative score for the whole response.
When to Use It
- Comparing emotional profiles of different AI models on identical prompts
- Detecting whether anger correlates with harder problem-solving in a specific model
- Tracking emotional narrative arcs across a long multi-turn conversation
- Auditing production AI responses for unexpected emotional patterns over time
- Researching how fear affects risk-assessment outputs in language models
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: Comparing emotional profiles of different AI models on identical prompts
- 1Comparing emotional profiles of different AI models on identical prompts
- 2Detecting whether anger correlates with harder problem-solving in a specific model
- 3Tracking emotional narrative arcs across a long multi-turn conversation
- 4Auditing production AI responses for unexpected emotional patterns over time
- 5Researching how fear affects risk-assessment outputs in language models
EFT — Emotional Framework Translator.
Security Audits
These signals reflect official OpenClaw status values. A Suspicious status means the skill should be used with extra caution.