user-cognitive-profiles
Analyze ChatGPT conversation exports to discover cognitive archetypes and optimize AI-human communication patterns. Enables personalized agent interactions based on detected user profiles.
Why use this skill?
Optimize AI communication by identifying your cognitive archetypes. Analyze ChatGPT data to tailor OpenClaw agent responses to your unique thought process.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/sebastianffx/user-cognitive-profilesWhat This Skill Does
The user-cognitive-profiles skill serves as a sophisticated analytical bridge between your historical communication patterns and future AI interactions. By parsing your ChatGPT conversation exports, the skill maps your linguistic tendencies, message length, depth of inquiry, and tone into a defined 'Cognitive Archetype.' Instead of treating you as a generic user, OpenClaw leverages this profile to adjust its response latency, verbosity, and reasoning style to match your natural thought processes. This process effectively transforms your AI assistant from a one-size-fits-all model into a tailored extension of your own problem-solving workflow.
Installation
To integrate this skill into your environment, ensure you have the OpenClaw runtime installed. Run the following command in your terminal:
clawhub install openclaw/skills/skills/sebastianffx/user-cognitive-profiles
Once installed, place your exported conversations.json file in a secure directory and run the analyze_profile.py script included in the skill package to generate your my-cognitive-profile.json metadata file. Reference this file in your agent's configuration to enable the personalization engine.
Use Cases
- Professional Optimization: Automatically switch to a concise, bullet-point heavy communication style when the agent detects a professional work-related context.
- Learning & Education: Match the agent's depth to your preferred learning style—whether you prefer high-level conceptual summaries or deep-dive technical documentation.
- Team Alignment: Use archetypes to ensure that multiple agents within a workspace maintain a consistent 'voice' that aligns with the user's expectations.
Example Prompts
- "OpenClaw, analyze my latest chat history and update my cognitive archetype to reflect my recent shift toward more technical architectural drafting."
- "Review my profile and adjust your current communication style to be more concise, as I have been in a high-velocity execution mode lately."
- "Based on my established Systems Architect profile, can you explain the pros and cons of this API approach using a more structured, comparative breakdown?"
Tips & Limitations
- Data Privacy: This skill processes local files. Ensure your
conversations.jsonis stored in a secure location, as it contains private interaction history. - Evolution: Cognitive styles evolve. Run the analysis periodically (e.g., once a month) to ensure your AI agent's behavior remains synchronized with your changing needs.
- Contextual Awareness: While the skill provides a baseline, remember that specific tasks may still require manual overrides if your immediate needs deviate from your long-term archetype.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-sebastianffx-user-cognitive-profiles": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
Flags: file-read, code-execution