An intelligent utility that condenses long conversation logs into concise, actionable summaries with support for incremental updates.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install conversation-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 conversation-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 Conversation Summary?
The Conversation Summary skill is a high-performance tool designed for Openclaw Skills to help developers and users manage information overload. It analyzes raw chat logs—formatted as JSON—and synthesizes the core points into a clear summary. This skill is particularly useful for maintaining context in long-running threads without exhausting token limits, as it supports passing an existing summary for incremental updates.
By integrating this skill, AI agents can provide quick recaps of past interactions, highlight key decisions, and ensure that users can stay informed without reading through hundreds of lines of dialogue. It represents a vital component for any sophisticated agent workflow within the Openclaw Skills ecosystem.
Conversation Summary Use Cases
- Summarizing long customer support interactions for quick handovers.
- Generating daily highlights from team collaboration or brainstorming sessions.
- Managing long-term memory for AI agents by condensing older dialogue context.
- Creating executive summaries of technical debugging sessions or research logs.
How Conversation Summary Works
- The AI agent identifies a request to summarize a conversation or a specific set of logs.
- The dialogue is structured into a standard JSON array containing role and content fields.
- The
summarize_conversationtool is called, optionally including a previous summary for incremental processing. - The tool communicates with a backend API to process the text and generate a condensed version.
- The skill returns a JSON response containing the success status and the newly generated summary text.
Conversation Summary Setup
To deploy this skill within your Openclaw Skills environment, ensure you have the necessary runtime dependencies:
# Verify python3 installation
python3 --version
# Install the required requests library
pip install requests
Place the skill folder in your agent's directory and ensure your API configuration is correctly set to handle the summary requests.
Conversation Summary Data Schema & Taxonomy
The skill utilizes a structured JSON format for input and output to ensure compatibility across different Openclaw Skills integrations.
| Attribute | Type | Description |
|---|---|---|
chat_list |
String | A JSON-stringified array of message objects: [{"role": "...", "content": "..."}]. |
history_summary |
String | Optional. An existing summary string used for incremental updates. |
code |
Integer | Status indicator where 0 signifies a successful operation. |
data.summary |
String | The resulting summarized text returned by the API. |
Conversation Summary Advanced Features
- Incremental Updates: Allows the agent to build upon existing summaries, saving processing time and maintaining continuity.
- Structured Input Validation: Ensures chat logs are valid JSON before transmission to prevent API errors.
- Comprehensive Error Handling: Provides clear status codes and messages if network or formatting issues occur.
- Lightweight Integration: Uses standard Python libraries, making it easy to host and run within any Openclaw Skills compliant environment.
SKILL.md
Loading
Related Openclaw Skills
TOON (Token-Oriented Object Notation) Skill
A token-optimization skill that reduces structured data size by 30-60% to save costs and maximize context windows.
Edsby Student Integration
A powerful automation tool that connects Edsby academic data with Google Calendar and provides AI-driven performance reports.
baz CLI: AI Video Generation
An AI-powered CLI tool for generating professional motion graphics and multi-track videos using a structured, gated workflow.
Morpho Earn
A high-efficiency DeFi skill for automating USDC yield generation and reward compounding on the Morpho protocol.
AhaPoint Generator
A professional AI tool designed to identify and generate structured insight reports based on the AhaPoints Protocol v1.0.
Painpoint Discovery Expert
An AI-powered research agent that identifies and evaluates startup opportunities by mining user frustrations and market gaps across the web.
Featured*
