ethics-dev01

Detect bias in governance proposals using a Python evaluation framework.

Updated Aug 15, 2025
One-click install
npx skills add https://github.com/EojEdred/Etrid --skill ethics-dev01
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ethics-dev01
Source: https://github.com/EojEdred/Etrid/tree/main/ai-monitoring/skills/ethics-dev01
Command: npx skills add https://github.com/EojEdred/Etrid --skill ethics-dev01

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Ensuring transaction fairness, reviewing governance proposals for ethical compliance, and enforcing community standards are critical for a trustworthy decentralized network. This Skill automates ethical oversight for Ëtrid.

Core Features & Use Cases

  • Transaction Fairness Monitoring: Monitor validators #17-18 for fair transaction processing.
  • Governance Ethics Review: Review governance proposals for ethical compliance and biases.
  • Dispute Resolution: Assist in resolving disputes related to ethical concerns.
  • Use Case: Automatically review a new governance proposal for potential ethical conflicts or biases, flagging it for human review if necessary, ensuring the network's decisions align with its values.

Quick Start

Use the ethics-dev01 skill to monitor validator #17's transaction fairness and review a governance proposal for ethical compliance.

Frequently Asked Questions about ethics-dev01

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect bias in governance proposals using Python?

Bias detection in governance proposals uses a Python-based evaluation framework that analyzes policy and AI system designs for ethical compliance. The ethics-dev01 Skill applies pluggable bias-detection logic and ethics scoring to flag proposals for human review, ensuring decisions align with community values.

Can I monitor validator transaction fairness with transformers and scikit-learn?

Yes. The Skill integrates with transformers and scikit-learn to monitor validators for fair transaction processing. It provides an entrypoint at scripts/ethics_checker.py that enables continuous fairness monitoring and automated flagging of ethical concerns.

What's the best way to automate ethics review in a decentralized governance workflow?

Automate ethics review by integrating bias detection and ethics scoring into your governance workflow. The Skill reviews proposals for ethical compliance, detects potential biases, and flags issues for human decision-makers, reducing manual compliance overhead.

How do I resolve disputes related to ethical concerns in governance?

Use ethics scoring and bias detection to document ethical concerns objectively. The Skill assists in dispute resolution by providing automated, consistent evaluations of governance proposals and validator behavior, creating an audit trail for resolution.

Does this work with existing Python governance frameworks?

The Skill is designed as a Python-based evaluation framework compatible with transformers and scikit-learn, integrating into existing governance workflows through a pluggable architecture that supports policy proposals, research plans, and AI system designs.