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Official Verified productivity Safety 5/5

people-memories

Capture short personal notes about people you mention, store them in a lightweight DB, and recall those details whenever you ask about them later. Use when you want to remember preferences, reminders, or the context around a person without digging through past chats.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/charbeld/people-memories
Or

What This Skill Does

The people-memories skill for OpenClaw acts as a highly efficient, searchable CRM built directly into your AI assistant's local storage. By centralizing facts, preferences, and personal details about individuals you interact with, it transforms the agent from a generic chatbot into a personalized assistant. It maintains a structured JSON database in your local environment, allowing the assistant to recall specific context—such as a friend's favorite drink or a professional contact's birthday—without relying on vague conversational history. The skill features robust indexing for rapid lookups and includes an automated notification system for tracking recurring events like anniversaries or birthdays, which can be piped to messaging platforms like Telegram.

Installation

To install this skill, use the clawhub tool in your terminal: clawhub install openclaw/skills/skills/charbeld/people-memories

Ensure that you have Python 3 installed, as the utility script people_memory.py relies on standard library features to parse, index, and export your personal memory vault. No external API keys are required for basic functionality, keeping your data entirely local.

Use Cases

  • Professional Networking: Keep track of client preferences, last meeting dates, and project-specific notes to ensure your follow-ups are always relevant and accurate.
  • Social Management: Never miss a milestone. Store birthdays and anniversaries and use the built-in reminder cron job to get proactive nudges.
  • Quick Context Retrieval: Quickly query your database to find everyone interested in a specific topic, such as finding which of your contacts likes coffee to coordinate a local meetup.

Example Prompts

  1. "Remember that Sarah loves organic matcha lattes and is allergic to peanuts."
  2. "What are the latest notes I have on Alex regarding our music project?"
  3. "Show me a list of all contacts I have stored and how many notes exist for each."

Tips & Limitations

  • Tags are Key: When manually adding notes, utilize clear, consistent tags to improve searchability and ensure the index remains useful as your database grows.
  • Data Privacy: Because the data is stored in ~/.clawdbot/people-memory.json, ensure your machine’s disk encryption is active, as this file contains plain-text personal information.
  • Normalization: Note that names are automatically normalized to lowercase keys, so searching for 'Alex' and 'alex' will yield the same results, but consistency in your input is encouraged for cleaner data maintenance.

Metadata

Author@charbeld
Stars3875
Views1
Updated2026-04-07
View Author Profile
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Add to Configuration

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

{
  "plugins": {
    "official-charbeld-people-memories": {
      "enabled": true,
      "auto_update": true
    }
  }
}

Tags(AI)

#personal-crm#memory#automation#productivity#organization
Safety Score: 5/5

Flags: file-write, file-read