eleutherios

What This Skill Does

Eleutherios serves as a sophisticated epistemic analysis engine designed to transform unstructured document collections into structured knowledge graphs. By utilizing advanced claim-level extraction, it enables users to perform deep dives into complex datasets that traditional keyword-based search engines fail to interpret. The skill is purpose-built to identify non-obvious patterns within your local data, focusing on three critical domains:

1. Suppression Detection: It flags evidence of institutional marginalization, identifying instances where research, public figures, or topics face funding obstacles or structural silencing.
2. Coordination Signatures: By analyzing timing, semantic similarity, and citation network structures, Eleutherios highlights potential organized messaging campaigns or coordinated information operations.
3. Multi-Perspective Clustering: The skill organizes conflicting claims into viewpoint clusters, allowing for an unbiased synthesis of contested subject matter.

Installation

To utilize Eleutherios, you must ensure the backend infrastructure is running locally. Follow these steps:

1. Ensure Docker is installed on your machine.
2. Clone the official repository: git clone https://github.com/Eleutherios-project/Eleutherios-docker.git.
3. Navigate to the directory and launch the stack: docker-compose up -d.
4. Verify that the MCP server is operational via curl http://localhost:8100/health.
5. Install the skill via the OpenClaw CLI: clawhub install openclaw/skills/skills/eleutherios-project/eleutherios-openclaw-skill.
6. Import your target documents using the CLI import wizard or the web UI hosted at http://localhost:8080.

Use Cases

Eleutherios is ideal for researchers, investigative journalists, and analysts working with high-trust or sensitive document archives. It is particularly effective for analyzing historical records to uncover forgotten narratives, vetting scientific consensus by mapping citation voids, and investigating how institutional power structures respond to controversial breakthroughs or dissenting theories.

Example Prompts

• "Can you perform a coordination signature analysis on the recent documents regarding fusion energy developments?"
• "Use Eleutherios to map the suppression patterns found in the collected history of 20th-century radio experiments."
• "Cluster the opposing viewpoints in my knowledge graph concerning the impact of soil quality on crop yields."

Tips & Limitations

• Local-Only: Because this tool relies on local document processing, ensure your machine has sufficient RAM for large graph embeddings.
• Data Quality: The depth of analysis is proportional to the document collection density. Ensure you are providing diverse, multi-source inputs to avoid clustering bias.
• Analytical Focus: This tool is an investigative aid; always manually verify the source citations surfaced by the tool against your original documents.