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Hybrid Memory

Hybrid memory strategy combining OpenClaw's built-in vector memory with Graphiti temporal knowledge graph. Use when you need to recall past context, answer temporal questions ("when did X happen?"), or search memory files. Provides decision framework for when to use memory_search vs Graphiti.

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Hybrid memory strategy combining OpenClaw's built-in vector memory with Graphiti temporal knowledge graph. Use when you need to recall past context, answer temporal questions ("when did X happen?"), or search memory files. Provides decision framework for when to use memory_search vs Graphiti.

โฌ‡ 0 downloads โ˜… 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.1

Documentation

ClawHub primary doc Primary doc: SKILL.md 6 sections Open source page

Hybrid Memory System

Two memory systems, each with different strengths. Use both.

When to Use Which

Question TypeToolExampleDocument contentmemory_search"What's in GOALS.md?"Curated notesmemory_search"What are our project guidelines?"Temporal factsGraphiti"When did we set up Slack?"ConversationsGraphiti"What did the user say last Tuesday?"Entity trackingGraphiti"What projects involve Alice?"

memory_search (Built-in)

Semantic search over markdown files (MEMORY.md, memory/**/*.md). memory_search query="your question" Then use memory_get to read specific lines if needed.

Graphiti (Temporal)

Search for facts with time awareness: graphiti-search.sh "your question" GROUP_ID 10 Log important facts: graphiti-log.sh GROUP_ID user "Name" "Fact to remember" Common group IDs: main-agent โ€” Primary agent user-personal โ€” User's personal context

Recall Pattern

When answering questions about past context: Temporal questions โ†’ Check Graphiti first Document questions โ†’ Use memory_search Uncertain โ†’ Try both, combine results Low confidence โ†’ Say you checked but aren't sure

AGENTS.md Template

Add to your AGENTS.md: ### Memory Recall (Hybrid) **Temporal questions** ("when?", "what changed?", "last Tuesday"): ```bash graphiti-search.sh "query" main-agent 10 Document questions ("what's in X?", "find notes about Y"): memory_search query="your query" When answering past context: check Graphiti for temporal, memory_search for docs. ## Setup Full setup guide: https://github.com/clawdbrunner/openclaw-graphiti-memory **Part 1: OpenClaw Memory** โ€” Configure embedding provider (Gemini recommended) **Part 2: Graphiti** โ€” Deploy Docker stack, install sync daemons

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
1 Docs
  • SKILL.md Primary doc