An automated dialogue management tool that clusters chat histories by topic and generates structured multilingual summaries.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install chat-summary
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 chat-summary 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 Chat Summary?
Chat Summary is a sophisticated tool designed for Openclaw Skills that transforms messy conversation histories into organized, actionable intelligence. It automatically identifies topic boundaries based on user intent, time gaps, and context shifts, ensuring that even long, rambling threads are distilled into clear headers and bullet points.
Supporting a wide array of languages including Chinese, English, Japanese, and Korean, this skill is perfect for international teams or power users who manage high volumes of information across different platforms. It seamlessly integrates with popular productivity stacks like Notion and Markdown-based workflows to keep your documentation consistent and searchable.
Chat Summary Use Cases
- Creating daily summaries of team discussions to catch up on missed messages.
- Transforming meeting transcripts into structured minutes with clear decisions and action items.
- Extracting key technical points and data from long troubleshooting sessions.
- Archiving multi-topic conversations into organized Notion pages or local Markdown files.
How Chat Summary Works
- The system reads session history using Openclaw Skills commands to fetch raw dialogue data.
- A clustering algorithm analyzes the text to find topic boundaries based on time intervals (>5 mins) or context changes.
- Structured summaries are generated for each topic, including a short title, core summary, and key data/links.
- The final report is formatted and exported to the user's preferred destination, such as a Notion database or a local directory.
Chat Summary Setup
To integrate this skill into your Openclaw Skills environment, ensure you have your Notion API key configured and run the following commands to analyze sessions:
# List available sessions
openclaw sessions --json
# Summarize a specific session with language detection
python scripts/summarize_session.py <session_key> --lang auto
# Explicitly set output language to English
python scripts/summarize_session.py <session_key> --lang en
Chat Summary Data Schema & Taxonomy
The skill organizes data into a hierarchical structure optimized for readability and archival:
| Feature | Specification |
|---|---|
| Topic Title | Concise description under 20 characters |
| Summary Body | Core content distilled to under 200 words |
| Metadata | Includes dates (YYYY-MM-DD), URLs, and file references |
| Export Formats | Notion Pages (Heading 2 style) or local .md files |
Chat Summary Advanced Features
- Intelligent language detection and support for mixed-language (e.g., Chinglish) dialogue processing.
- Custom clustering rules that trigger new topic headers based on 5-minute inactivity gaps.
- Automated export to Notion with parent-page mapping (e.g., automatically filing summaries under a 'DRAFTS' page).
- Configurable summary density modes for Daily Recap, Meeting Minutes, or Quick Review.
SKILL.md
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