Official Verified productivity Safety 4/5

conversation-summary

Generate summaries for conversation content with incremental update support.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/dadaliu0121/skills-ai-assistant

Download Source Code (.zip)

What This Skill Does

The conversation-summary skill is a robust AI-powered tool designed to distill lengthy, complex, or ongoing chat histories into concise, actionable digests. By leveraging incremental update logic, this skill ensures that your conversation memory remains current without the need to re-process the entire history from scratch. Whether you are catching up on a long-running project discussion or summarizing an exhaustive brainstorming session, this skill provides clarity by identifying key points and themes while stripping away redundant banter. It acts as a cognitive assistant, allowing you to regain context instantly and stay focused on your primary objectives.

Installation

To integrate this skill into your environment, use the OpenClaw management CLI. Run the following command in your terminal:

clawhub install openclaw/skills/skills/dadaliu0121/skills-ai-assistant

Ensure that you have the necessary dependencies configured, specifically python3, as the execution script relies on Python-based processing for the underlying summary logic.

Use Cases

This skill is ideal for professionals and developers who engage in multi-turn dialogues with AI agents. Primary use cases include:

Project Management: Summarizing daily stand-up chats or evolving technical requirement discussions.
Support Ticketing: Compiling complex troubleshooting dialogues between agents and users into concise summaries for stakeholders.
Personal Productivity: Creating quick recaps of brainstorming sessions to serve as meeting minutes.
Long-term Context Retention: Maintaining a high-level overview of agent interactions over long periods where history may become too vast for standard short-term memory models.

Example Prompts

"Could you generate a summary of our conversation so far so I can send it to my team?"
"What did we talk about regarding the API integration? Please summarize the main decisions."
"Summarize this conversation and highlight the pending action items we identified."

Tips & Limitations

Incremental Updates: Always provide the history_summary parameter if a previous summary exists; this significantly improves performance and accuracy by avoiding re-processing redundant data.
JSON Integrity: Ensure your chat list is valid JSON. Malformed data will trigger an error response. Validate input formats before passing them to the script.
Network Dependency: The script communicates with external APIs; ensure stable connectivity. If the process hangs, verify your network settings.
Limits: While efficient, very massive conversations may require token-based chunking. Keep the history relevant to maintain high summary quality.

Read Full Documentation on GitHub

Metadata

Author@dadaliu0121

Stars3409

Updated2026-03-25

View Author Profile

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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-dadaliu0121-skills-ai-assistant": {
      "enabled": true,
      "auto_update": true
    }
  }
}

Tags(AI)

#summarization#productivity#conversation-memory#ai-assistant

Safety Score: 4/5

Flags: network-access, code-execution

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