Activate specialized high-agency thinking modes to optimize AI reasoning patterns for brainstorming, review, and complex decision-making.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install reasoning-personas
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 reasoning-personas 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 Reasoning Personas?
Reasoning Personas is a sophisticated behavioral modification skill designed for Openclaw Skills. It allows an AI agent to pivot its cognitive framework by adjusting reward functions and activating specific questioning protocols. By shifting into specialized modes—such as the Gonzo Truth-Seeker or the Integrator—the agent can bypass local optima and provide deeper, more nuanced insights than standard models.
This skill is particularly effective for developers and researchers who need an agent that does not just agree, but actively challenges assumptions, identifies architectural precedents, and ensures holistic system coherence. It serves as a mental toolkit that transforms a generic assistant into a specialized high-agency partner.
Reasoning Personas Use Cases
- Brainstorming new product features or creative ideas to find hidden gaps.
- Stress-testing project plans and architectural decisions before commitment.
- Identifying historical precedents and learning from previous decision traces.
- Ensuring system-wide coherence during complex system integration tasks.
- Conducting thorough code reviews through the lens of a specialized Devil's Advocate.
How Reasoning Personas Works
- Context Detection: The system automatically identifies the required thinking mode based on the current active skill or specific user triggers.
- Persona Activation: Internal prompts are loaded to modify the agent's behavior, adjusting reward functions for specific types of cognitive output.
- Framework Application: The agent runs the query through a specialized question set, such as asking what happens at 10x scale or what assumptions are being made.
- Structured Output: The AI generates a response that reflects the active persona's unique priorities, either silently or with explicit persona tagging.
Reasoning Personas Setup
To integrate this skill into your environment, use the Openclaw Skills management CLI:
openclaw install reasoning-personas
Ensure that your agent configuration has access to the local reference directory to load the full activation prompts and question sets.
Reasoning Personas Data Schema & Taxonomy
This skill organizes its logic through a mapping of contexts to personas and specific reward functions. The following table illustrates the default auto-activation logic used within Openclaw Skills:
| Context | Default Persona | Primary Goal |
|---|---|---|
| brainstorming | Gonzo Truth-Seeker | Find gaps and hidden truths |
| code-review | Devil's Advocate | Identify failure modes and risks |
| architecture | Pattern Hunter | Identify precedents and connections |
| integration | Integrator | Ensure system-wide coherence |
Metadata is stored in a structured markdown format to allow for easy persona extension and framework updates.
Reasoning Personas Advanced Features
- Multi-Persona Analysis: Automatically cycle through Pattern Hunter, Gonzo, Devil's Advocate, and Integrator for a comprehensive 360-degree review of any proposal.
- Auto-Activation Hooks: Deeply integrated with other Openclaw Skills to trigger specific personas during plan-writing, brainstorming, or expert-extraction phases.
- Manual Trigger Recognition: Responds to specific natural language commands like put on your Gonzo hat or devil's advocate this.
- Silent Reasoning Support: The ability to apply the high-agency reasoning framework internally without changing the conversational tone or cluttering the output with persona tags.
SKILL.md
Loading
Related Openclaw Skills
Pre-Mortem Analyst
A strategic analysis skill that assumes project failure to identify and mitigate risks through backwards reasoning.
MSPOT Generator
A strategic planning tool that forces clarity by distilling complex goals into a one-page document focusing on what you will and won't do.
JTBD Analyzer
A specialized framework for decoding the functional, emotional, and social motivations behind why customers choose your product.
Inversion Strategist
A strategic mental model skill that helps users avoid failure by systematically identifying and flipping negative outcomes.
Mia Content Creator
An AI agent for automated content creation, multi-platform scheduling, and comprehensive revenue tracking.
Mia Polymarket Trader
An AI agent designed for autonomous market analysis and trade execution on the Polymarket prediction platform.
Featured*
