A sophisticated documentation agent that extracts, refines, and categorizes discussion outcomes into a structured Markdown knowledge base.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install knowledge-distill
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 knowledge-distill 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 Knowledge Distill?
Knowledge Distill is an essential utility designed to solve the problem of information decay in chat-based development environments. It acts as a bridge between transient discussions and permanent documentation by identifying high-value insights and archiving them into a categorized Markdown system. Whether you are using it to remember complex CLI parameters or to save a breakthrough in architectural thinking, this skill ensures that every valuable conclusion is preserved.
By integrating this tool into your workflow, Openclaw Skills becomes more than just an assistant; it becomes a structured repository of your professional growth. It intelligently filters out trial-and-error noise, leaving only the verified technical truths and methodologies that matter for your long-term projects.
Knowledge Distill Use Cases
- Saving complex CLI commands and parameter explanations during a debugging session.
- Archiving technical best practices and architectural decisions after a research phase.
- Documenting cognitive models and decision-making frameworks derived from deep-work discussions.
- Maintaining a chronological learning log that captures the evolution of a project's logic.
- Segregating professional technical data from personal interests and hobby-related notes.
How Knowledge Distill Works
- The skill monitors for specific triggers like "distill," "record," or "save command" to initiate the process.
- It analyzes the conversation context to determine which of the five specialized knowledge categories the information belongs to.
- The agent refines the content, extracting only the final, correct conclusions while discarding the experimental noise of the conversation.
- A structured preview of the proposed changes and target file location is displayed for the user to review.
- Upon user confirmation, the skill writes the data to the local Markdown files and updates a research log for historical context.
Knowledge Distill Setup
To get started with this component of Openclaw Skills, ensure your environment has the necessary directory permissions. The skill defaults to ~/knowledge-base/ but can be customized.
# Optional: Set a custom path for your knowledge base
export KNOWLEDGE_BASE_PATH="/path/to/your/docs"
# The skill will automatically generate the following structure on first use:
# - command-memory.md
# - professional-distill.md
# - interest-distill.md
# - research-log.md
# - thinking-distill.md
Knowledge Distill Data Schema & Taxonomy
The skill maintains a highly structured organizational schema to ensure compatibility with most Markdown editors and PKM tools:
| Document Name | Focus Area | Entry Format |
|---|---|---|
| Command Memory | CLI tools and Openclaw Skills usage | Usage, Bash blocks, Params, Notes |
| Professional Knowledge | Technical and industry-specific data | Specs, Best practices, Steps |
| Interest Knowledge | Non-work learning and hobbies | Descriptive summaries and facts |
| Research Logs | Discussion history and context | Background, Evolution, Timestamps |
| Thinking Distillation | Methodologies and frameworks | Cognitive models, Decision logic |
Each entry is timestamped and wrapped in clean Markdown headers for easy grep-based search or GUI navigation.
Knowledge Distill Advanced Features
- Smart Noise Reduction: Automatically filters out conversational filler and incorrect intermediate steps.
- Multi-category Routing: Can distinguish between a 'how-to' technical step and a 'methodological' framework change.
- Human-in-the-loop Validation: Requires explicit confirmation before any filesystem write operation to prevent data corruption.
- Synchronous Logging: Updates specialized distilled documents while maintaining a raw chronological log of the evolution of thought.
- Environment Variable Integration: Fully configurable storage paths to integrate with existing Obsidian, Logseq, or Git-based workflows.
SKILL.md
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