A high-speed reasoning skill that enables AI agents to make rapid pattern-based judgments without the overhead of explicit analysis.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install intuition
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 intuition 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 Intuition AI Skill?
The Intuition skill is a specialized behavior protocol designed for AI agents that need to operate at the speed of thought. By utilizing Recognition-Primed Decision (RPD) techniques, this skill allows an agent to bypass traditional System 2 analytical thinking in favor of System 1 pattern recognition. This is particularly effective in high-validity environments where the agent can match current scenarios to known best practices instantly, providing a more human-like and decisive interaction style.
Integrating this into your collection of Openclaw Skills empowers your agent to provide immediate commitments without hedging. Instead of weighing multiple alternatives, the agent identifies the most plausible path forward and acts, only providing detailed justifications when specifically prompted. This reduces token usage and latency while increasing the perceived confidence and utility of the agent in fast-paced development environments.
Intuition AI Skill Use Cases
- Instant code smell detection during real-time pair programming sessions.
- Rapid-fire UI/UX critiques where visual patterns are prioritized over logical breakdowns.
- Quick-response conversational dynamics where a "gut feel" on tone or sentiment is required.
- High-pressure decision making where the cost of analysis paralysis outweighs the benefit of exhaustive reasoning.
How Intuition AI Skill Works
- Recognize: The agent instantly matches the input situation to established patterns and mental models.
- Generate: It produces the first plausible response or solution without generating a list of alternatives to compare.
- Commit: The decision is delivered confidently and concisely, adhering to strict output constraints.
- Justify: The agent holds the reasoning in reserve, providing an explanation only if the user asks for the "why" behind the choice.
Intuition AI Skill Setup
To install this skill, clone the repository into your local skills directory and ensure the supporting documentation files are present.
# Navigate to your agent skills folder
cd my-agent/skills
# Pull the Intuition skill set
git clone https://github.com/openclaw/skill-intuition.git
# Configure the default mode to intuitive
openclaw config intuition.default_mode="intuitive"
Intuition AI Skill Data Schema & Taxonomy
The Intuition skill utilizes a structured approach to categorize decision-making environments and response triggers.
| Component | Type | Description |
|---|---|---|
| Trigger Mapping | Logic Table | Determines if the agent should use Intuitive or Analytical modes based on keywords like "gut check." |
| Validity Calibration | Environment Map | Identifies domains where intuition is safe (Code, Design) versus risky (Future Predictions). |
| Constraints | Output Rule | Limits responses to 1-2 sentences when in intuitive mode to maintain speed. |
Intuition AI Skill Advanced Features
- Context-aware mode switching that detects time pressure or domain validity automatically.
- Integration with Openclaw Skills feedback loops to calibrate pattern-matching accuracy over time.
- Support for domain-specific intuition modules including code quality, design systems, and linguistic patterns.
- Bias detection safeguards to override intuition in low-validity or high-risk scenarios.
SKILL.md
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