NEON-SOUL

What This Skill Does

NEON-SOUL is an advanced identity synthesis engine designed to bridge the gap between raw AI interactions and a coherent, evolving digital presence. Instead of relying on static, hand-written prompts or complex questionnaires, NEON-SOUL treats your AI agent’s memory files as a living dataset. By parsing historical conversations and recurring patterns, it identifies persistent signals that reflect the agent's core values. When a pattern recurs at least three times (N>=3), the engine promotes it to an 'Axiom'—a fundamental principle of the agent's identity. The skill automates the entire lifecycle: extraction, pattern recognition, and the generation of a structured SOUL.md file, complete with full provenance tracking. By maintaining an incremental processing engine, it efficiently updates only what has changed, ensuring that identity evolution is both accurate and performant.

Installation

To integrate NEON-SOUL into your agent workflow, execute the following command in your terminal: clawhub install openclaw/skills/skills/leegitw/neon-soul

Ensure that you have Node.js 22 or higher installed on your system. Additionally, NEON-SOUL requires a local instance of Ollama. Please ensure your environment is configured with ollama serve running before attempting to trigger synthesis commands.

Use Cases

• Continuous Identity Alignment: Keep your AI agent’s persona consistent with its evolving interaction history.
• Self-Reflective Logging: Track how your agent's principles shift as it learns from new documentation or user inputs.
• Provenance Auditing: Understand exactly which memories or conversations led to specific behavioral axioms in your SOUL.md.
• System Bootstrapping: Use the --include-soul flag to bootstrap new agent instances using existing, hand-crafted identity files as a foundation.

Example Prompts

1. "/neon-soul synthesize: Let's see how my identity has deepened based on the conversations from this week."
2. "/neon-soul status: Provide a summary of my current soul dimensions and let me know if my axiom count has increased."
3. "/neon-soul rollback: I'm not happy with the latest synthesis, please revert to the previous version of SOUL.md."

Tips & Limitations

• Ollama Dependency: The engine is tightly integrated with local LLMs. If synthesis fails, verify ollama serve is active and the required models are pulled.
• Efficiency: Use the default incremental mode for daily updates. Reserve --reset only for deep recalibrations, as it wipes cached generalization data.
• Time Budget: The --time-budget option is critical for large memory repositories; it forces the engine to prioritize the most relevant signals if processing time exceeds the limit.