A self-improving AI research agent that generates actionable daily insights on charisma, social psychology, and influence.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install charisma-research-loop
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 charisma-research-loop 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 Charisma Research Loop?
The Charisma Research Loop is a specialized workflow designed to provide high-signal, non-generic advice on social performance and communication. By leveraging a self-improving novelty loop, it ensures that users receive fresh, evidence-based insights rather than recycled cliches. This entry in the Openclaw Skills collection focuses on deep synthesis across disciplines like behavioral science and oration to help users master presence and persuasion through practical application.
Unlike standard advice generators, this skill maintains a persistent memory of previous outputs. It avoids shallow repetition by rotating through a diverse pool of themes, ranging from non-verbal signaling to manipulation defense. This makes it an essential tool for professionals looking to enhance their influence and social awareness in high-stakes environments.
Charisma Research Loop Use Cases
- Scheduled morning briefs to prepare for high-stakes meetings or negotiations.
- Continuous learning in social psychology and ethical influence for leadership roles.
- Daily experiments to improve body language and vocal delivery through actionable tests.
- Monitoring and defending against manipulation techniques in professional environments.
- Improving storytelling and conversation architecture for networking and public speaking.
How Charisma Research Loop Works
- The agent accesses the local memory ledger to review previously generated insights and identify recently used themes to avoid repetition.
- It selects a theme from a rotation pool, such as status dynamics, vocal delivery, or presence under pressure.
- The skill synthesizes raw data from behavioral science, educational sources, and discussion threads into deep mechanisms.
- It generates five specific insights, each including a why it works explanation, a 24-hour experiment, and a failure mode analysis.
- The system logs the run to the ledger with a novelty score and delivers the content via email and calendar integration.
Charisma Research Loop Setup
To get started with this addition to your Openclaw Skills, ensure your environment is configured for email and calendar delivery and that the local workspace memory is accessible.
# Ensure the memory directory exists within your workspace
mkdir -p /root/.openclaw/workspace/memory/
# Initialize the insight ledger to track novelty and history
touch /root/.openclaw/workspace/memory/charisma-insight-ledger.md
Charisma Research Loop Data Schema & Taxonomy
The skill maintains a structured ledger to track progress and ensure the quality of the research loop.
| Data Component | Description |
|---|---|
| Ledger File | Located at /root/.openclaw/workspace/memory/charisma-insight-ledger.md. |
| Insight Schema | Each insight contains Theme, Insight, Mechanism, 24h Experiment, and Risk. |
| Run Logs | Appended to the ledger with timestamps, themes used, and a novelty score (1-10). |
| State Management | Identifies 'DONE' clusters to prevent repeating ideas from the most recent 3 runs. |
Charisma Research Loop Advanced Features
- Self-improving novelty loop that automatically filters out repetitive content based on historical ledger data.
- Multi-channel delivery supporting both concise email briefs and automated calendar task scheduling for consistent practice.
- Deep synthesis logic that prioritizes behavioral mechanisms and actionable tests over surface-level quotes.
- Integrated risk assessment for every insight to prevent social failure modes or the misuse of persuasion techniques.
- Theme rotation logic covering seven distinct areas of social dynamics to ensure holistic skill development.
SKILL.md
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