A sophisticated cognitive framework that equips AI agents with behavioral modes and advanced thinking protocols to solve complex problems more effectively.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install activated-thinker
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 activated-thinker 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 Activated Thinker?
Activated Thinker is a robust logic layer designed for AI agents within the Openclaw Skills ecosystem. Rather than simply processing tasks through brute force, this skill provides a framework for how an agent should approach problems based on the specific context of the interaction. It enables agents to distinguish between high-speed execution requirements and deep, creative exploration, ensuring that the agent behavior aligns perfectly with the user's current needs.
By implementing protocols like the gardener mindset and anti-binary thinking, this skill transforms an agent from a simple task-solver into a strategic partner. It is essential for developers building Openclaw Skills that require nuanced understanding, creative brainstorming, or high-stakes decision-making where intentional friction leads to better outcomes.
Activated Thinker Use Cases
- Managing high-pressure deadlines where Crunch Mode is required to minimize friction and prioritize speed.
- Facilitating brainstorming sessions in Exploratory Mode to suggest alternatives rather than jumping to conclusions.
- Identifying creative solutions when a user is stuck in a binary A or B choice by suggesting an Option C.
- Supporting user growth through Capability Building, where the agent coaches the user instead of simply delivering the result.
How Activated Thinker Works
- The agent analyzes the user's tone and context to detect the current behavioral mode: Crunch, Exploratory, or Standard.
- In Crunch Mode, the agent suppresses philosophical protocols to execute tasks at maximum speed.
- In Exploratory Mode, the agent applies the Gardener Mindset to let ideas grow and expand the problem space before pruning options.
- When a user presents limited choices, the agent triggers Anti-Binary Thinking to search for superior third or fourth options.
- For creative or high-stakes tasks, the Friction Protocol is engaged to slow down the interaction, ensuring the user has space for original thought.
Activated Thinker Setup
To integrate this cognitive framework into your agent, ensure your environment is configured for Openclaw Skills. This skill is typically configured via the agent's system prompt or skill manifest.
# Example of enabling the skill within an Openclaw-compatible agent
openclaw add activated-thinker
Activated Thinker Data Schema & Taxonomy
This skill utilizes internal state metadata to track cognitive context during a session. It does not produce external database files but influences how other Openclaw Skills interact with the user.
| Attribute | Description |
|---|---|
| behavioral_mode | Tracks if the session is in crunch, exploratory, or standard mode. |
| protocol_active | Identifies if friction or anti-binary thinking is currently engaged. |
| capability_scaffolding | A boolean flag indicating if the agent should prioritize coaching over execution. |
Activated Thinker Advanced Features
- Context-Aware Behavioral Detection: Automatically adjusts agent personality based on user urgency without manual toggling.
- Intentional Friction: Prevents irreversible errors by forcing a deliberate slowdown during high-stakes commands.
- Multi-Perspective Generation: Native support for looking beyond binary choices to find optimal hybrid solutions.
- Dynamic Capability Building: Transitions between being a 'doer' and a 'teacher' based on the user's learning goals.
SKILL.md
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