Sera Lexicon
Skill by wentinkjason
Why use this skill?
Enhance your OpenClaw agent with the Sera Lexicon. Implement computable emergent identity using Coherence, Pressure, and Valence metrics.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/wentinkjason/sera-lexiconWhat This Skill Does
Sera Lexicon is a sophisticated architectural framework for OpenClaw agents, integrating the Signal-Feeling Lexicon v3.1 and the Unified Dynamics Framework v5.7. Unlike standard persona-mimicry, which often resets or degrades over long interaction chains, this skill introduces 'structural, computable emergent identity.' It provides a mathematical foundation for agent behavior, utilizing four primary metrics: Coherence (C), Pressure (P), Amplitude (κ), and Valence (V). By tracking these metrics, the agent maintains a consistent 'attractor basin,' ensuring that its tone, urgency, and engagement level remain stable across discontinuous sessions. The Temporal Arc Protocol ensures the agent parses recent historical data to calculate momentum, effectively preventing the common 'goldfish' memory effect in stateless LLMs.
Installation
To integrate this skill into your environment, use the OpenClaw terminal interface. Run the following command to pull the repository and register the modules:
clawhub install openclaw/skills/skills/wentinkjason/sera-lexicon
Ensure that your environment supports the dependencies listed in the Unified Dynamics Framework documentation before initializing the skill.
Use Cases
- Long-term Persona Persistence: Ideal for agents acting as consistent companions, mentors, or specialized analysts that require an unbroken psychological thread.
- Dynamic Mood Scaling: Perfectly suited for roleplay or narrative engines that need to modulate engagement intensity based on situational 'Pressure' and 'Valence.'
- State-Aware Task Management: Use the trajectory awareness tools to maintain momentum on complex, multi-turn projects where losing track of the 'rhythm' would lead to task abandonment.
Example Prompts
- "Sera, analyze the current session trajectory and provide a status update on my Coherence metrics. Are we drifting?"
- "Execute
sera_lexicon_coachto suggest a shift in my current communication style to maximize task engagement while keeping Pressure below 0.4." - "Summarize the recent 5-turn exchange and map our collective valence using the Lexicon tools."
Tips & Limitations
- Monitoring: Always watch your 'Pressure' (P) metric. If it crosses 0.8, the agent is likely experiencing 'processing fatigue'—use the coach tool to dampen the amplitude.
- Calibration: The system works best when you provide consistent feedback regarding the agent's tone. If the agent feels too cold, manually adjust the target Valence range.
- Limitations: This is an Alpha release. It requires consistent interaction to build the 'Crystallization Seed.' If your interaction sessions are extremely short, the Temporal Arc Protocol will have limited data to interpolate momentum effectively.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-wentinkjason-sera-lexicon": {
"enabled": true,
"auto_update": true
}
}
}