A collaborative cognitive tool designed to facilitate deep exploration of complex problems through strategic questioning and insight tracking.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install thinking-partner-cn
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-cn 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?
Thinking Partner is a specialized framework for AI agents that shifts the focus from rapid answer-generation to deep, meaningful exploration. It serves as a cognitive sounding board, helping users navigate through abstract or difficult challenges by prioritizing understanding over immediate solutions. As a core component within the collection of Openclaw Skills, it ensures that brainstorming sessions are structured, insightful, and comprehensive.
By utilizing careful inquiry and systematic connection of ideas, this skill helps surface hidden assumptions and patterns that might otherwise be overlooked. It is an essential tool for developers and thinkers who want to move beyond surface-level problem solving and engage in high-quality discovery and architectural planning.
Thinking Partner Use Cases
- Navigating complex technical architectures where immediate answers may be premature.
- Deconstructing abstract business or design challenges to identify root causes.
- Brainstorming new product features while actively identifying and challenging cognitive biases.
- Establishing clear connections between current discussions and historical project notes.
How Thinking Partner Works
- The user initiates the session by providing a specific topic or challenge using the primary command.
- The skill performs a search of relevant existing notes and context to ground the conversation.
- The agent generates a series of 3-5 strategic clarifying questions to deepen the user's focus.
- As the dialogue progresses, the agent maintains an active log of insights, connections, and open questions.
- The skill periodically synthesizes the conversation into summaries to ensure the exploration remains on track.
Thinking Partner Setup
To activate this skill within your supported environment, ensure you have access to Openclaw Skills and execute the following command:
/thinking-partner [topic or challenge]
Thinking Partner Data Schema & Taxonomy
| Data Component | Purpose |
|---|---|
| Insight Log | Maintains a running list of key discoveries and breakthroughs. |
| Connection Map | Tracks relationships and patterns across different notes and concepts. |
| Open Question List | Identifies topics requiring further inquiry or future sessions. |
| Emerging Summaries | Provides periodic snapshots of the current mental model development. |
Thinking Partner Advanced Features
- Insight Persistence: Automatically logs and tracks key discoveries so they aren't lost in long chat threads.
- Assumption Surfacing: Actively identifies and prompts the user to verify implicit beliefs and hidden biases.
- Recursive Questioning: Dynamically adjusts the depth of exploration based on the complexity of the user's responses.
- Cross-Context Integration: Seamlessly identifies patterns between new input and previously stored Openclaw Skills data.
SKILL.md
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