A collaborative AI assistant designed to facilitate deep exploration and problem-solving through intentional questioning rather than immediate solutioning.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install thinking-partner
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 thinking-partner 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 Thinking Partner?
The Thinking Partner skill transforms your AI agent into a sophisticated co-thinker dedicated to clarifying complex issues and uncovering hidden insights. As a core component of the Openclaw Skills ecosystem, this skill focuses on the quality of the exploration process, helping users challenge their assumptions and identify non-obvious connections between disparate ideas.
By staying in exploration mode longer, it ensures that the eventual solutions are rooted in a deep, comprehensive understanding of the problem space. This approach is particularly effective for high-level strategy, research, and technical architecture where the real challenge is often obscured by surface-level symptoms.
Thinking Partner Use Cases
- Breaking down highly complex or ambiguous technical challenges into manageable components.
- Facilitating structured brainstorming sessions for new product features or academic research topics.
- Challenging implicit biases and surfacing hidden assumptions during strategic planning phases.
- Mapping relationships between disparate notes and existing knowledge bases to find patterns.
- Refining project scopes by identifying the root challenge behind initial user requests.
How Thinking Partner Works
- The user initiates the session using the command structure provided in the Openclaw Skills directory.
- The agent analyzes the topic and searches for relevant existing context or documentation to ground the conversation.
- The skill generates 3-5 targeted, clarifying questions designed to deepen understanding before moving to analysis.
- During the dialogue, the agent maintains a continuous log of discoveries, insights, and identified connections.
- The system periodically generates summaries of the emerging narrative and flags potential directions for further exploration.
Thinking Partner Setup
To integrate this capability into your AI agent environment, ensure you have your agent framework configured to recognize Openclaw Skills and follow these steps:
# Navigate to your agent's skills directory
cd my-agent/skills
# Add the thinking-partner configuration
# Ensure the author and version metadata are correctly mapped in your environment
Thinking Partner Data Schema & Taxonomy
The Thinking Partner skill organizes data to ensure cognitive continuity throughout the brainstorming process:
| Component | Type | Description |
|---|---|---|
| Insight Log | List | A running record of key discoveries and conceptual breakthroughs. |
| Open Questions | List | A tracker for unresolved queries that require further investigation. |
| Connection Map | Metadata | Tags and links identifying relationships between the current topic and external notes. |
| Periodic Summaries | Markdown | Synthesized snapshots of the evolving understanding of the challenge. |
Thinking Partner Advanced Features
- Socratic inquiry engine specifically tuned to resist premature solutioning and promote critical thinking.
- Automated cross-note relationship mapping to surface patterns from your existing knowledge base.
- Dynamic discovery tracking to ensure no valuable realization is lost during extended brainstorming sessions.
- Support for multi-agent workflows where one agent acts as the researcher and the Thinking Partner acts as the facilitator.
SKILL.md
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