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AI & LLMs @dennis-da-menace Updated 1/31/2026

Agent Memory OpenClaw Plugin & Skill | ClawHub

Looking to integrate Agent Memory into your AI workflows? This free OpenClaw plugin from ClawHub helps you automate ai & llms tasks instantly, without having to write custom tools from scratch.

What this skill does

Persistent memory system for AI agents.

Install

npx clawhub@latest install agent-memory

Full SKILL.md

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SKILL.md content below is scrollable.

AgentMemory Skill

Persistent memory system for AI agents. Remember facts, learn from experience, and track entities across sessions.

Installation

clawdhub install agent-memory

Usage

from src.memory import AgentMemory

mem = AgentMemory()

# Remember facts
mem.remember("Important information", tags=["category"])

# Learn from experience
mem.learn(
    action="What was done",
    context="situation",
    outcome="positive",  # or "negative"
    insight="What was learned"
)

# Recall memories
facts = mem.recall("search query")
lessons = mem.get_lessons(context="topic")

# Track entities
mem.track_entity("Name", "person", {"role": "engineer"})

When to Use

  • Starting a session: Load relevant context from memory
  • After conversations: Store important facts
  • After failures: Record lessons learned
  • Meeting new people/projects: Track as entities

Integration with Clawdbot

Add to your AGENTS.md or HEARTBEAT.md:

## Memory Protocol

On session start:
1. Load recent lessons: `mem.get_lessons(limit=5)`
2. Check entity context for current task
3. Recall relevant facts

On session end:
1. Extract durable facts from conversation
2. Record any lessons learned
3. Update entity information

Database Location

Default: ~/.agent-memory/memory.db

Custom: AgentMemory(db_path="/path/to/memory.db")

Original Repository URL: https://github.com/openclaw/skills/blob/main/skills/dennis-da-menace/agent-memory
Latest commit: https://github.com/openclaw/skills/commit/b1634ea935cf1f159cd6d7651a0f4f4f2d21832b

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