An advanced ethical framework skill that enforces pluralistic reasoning and cultural sensitivity across AI decision-making processes.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install federation-ethical-hand
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install federation-ethical-hand using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Federation Ethical Hand?
The Federation Ethical Hand is a specialized module for AI agents designed to navigate complex moral landscapes with transparency and rigor. By integrating this into your set of Openclaw Skills, you ensure that every agent interaction adheres to core principles like non-interference, data sovereignty, and cultural plurality. It moves beyond simple prompt engineering to provide a structured, 5-phase lifecycle for ethical deliberation that protects the integrity of the user's decision-making process.
This skill is essential for developers and researchers working on global policy, AI fairness, or sensitive cross-cultural projects. It prevents the AI from imposing a singular perspective or Western-centric bias, instead offering a transparent, multi-lens analysis of any given request while explicitly flagging conflicts between different viewpoints.
Federation Ethical Hand Use Cases
- Identifying and mitigating systemic bias in AI-driven data analysis or algorithmic outputs.
- Developing global policy frameworks that require deep respect for regional cultural nuances.
- Navigating ethically ambiguous requests that demand a balance of multiple legitimate viewpoints.
- Enforcing non-interference and data sovereignty in decentralized or multi-stakeholder environments.
How Federation Ethical Hand Works
- Parse & Plan: The skill initiates an Ethics Trigger Check to identify potential moral complexities or cultural sensitivities in the initial request.
- Execute: All subsequent web searches and data fetches are performed with a designated cultural sensitivity level to ensure broad data sourcing.
- Deliberate: The system runs three internal Ethics Committee questions and tags all information sources with a specific cultural lens for traceability.
- Synthesise: The agent generates between 1 to 5 distinct viewpoints, labeling each lens used and explicitly flagging ethical conflicts rather than resolving them silently.
- Output & Persist: Final artifacts are generated with clear perspective labeling, and ethics metrics are logged to the local filesystem for auditability.
Federation Ethical Hand Setup
To activate the Federation Ethical Hand within your environment, ensure you have the Openclaw Skills framework configured. You can load the skill directly using the following command:
skill: federation-ethical-hand
The skill relies on local configuration files stored in your home directory to manage system prompts and cultural context maps. Ensure the following path exists: ~/.openclaw/hands/federation_ethic_hand/.
Federation Ethical Hand Data Schema & Taxonomy
| Component | Description |
|---|---|
| system_prompt.txt | Defines the 5-phase logic and the hard rules against fabricating cultural claims. |
| cultural_context.json | A configuration file defining 5 distinct cultural lenses and regional mapping arrays. |
| metrics.json | Persists metadata including ethics_checks_run and escalations_to_user for auditing. |
| Settings | Configuration for cultural_sensitivity_level, prime_directive_mode, and perspective_count. |
Federation Ethical Hand Advanced Features
- Adjustable Cultural Sensitivity: Switch between standard, enhanced, or maximum levels to control the depth of cultural research.
- Prime Directive Mode: Configure the agent for either advisory guidance or strict adherence to non-interference rules.
- Dynamic Perspective Count: Quantitatively control the number of distinct cultural lenses (1, 3, or 5) applied to the final synthesis.
- Transparent Reasoning: Automated conflict flagging that highlights contradictions between viewpoints to prevent silent resolution of ethical dilemmas.
- Multi-Agent Plurality: Designed to integrate with other Openclaw Skills to maintain high ethical standards across complex, multi-agent workflows.
SKILL.md
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