# Send Agent Memory Pro to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
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

```text
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.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "agent-memory-pro",
    "name": "Agent Memory Pro",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/aiwithabidi/agent-memory-pro",
    "canonicalUrl": "https://clawhub.ai/aiwithabidi/agent-memory-pro",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/agent-memory-pro",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=agent-memory-pro",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "scripts/memory_engine.py",
      "scripts/seed_mem0.py",
      "scripts/setup_brain.sh",
      "scripts/structured_db.py"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "agent-memory-pro",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-29T12:12:49.802Z",
      "expiresAt": "2026-05-06T12:12:49.802Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=agent-memory-pro",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=agent-memory-pro",
        "contentDisposition": "attachment; filename=\"agent-memory-pro-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "agent-memory-pro"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/agent-memory-pro"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/agent-memory-pro",
    "downloadUrl": "https://openagent3.xyz/downloads/agent-memory-pro",
    "agentUrl": "https://openagent3.xyz/skills/agent-memory-pro/agent",
    "manifestUrl": "https://openagent3.xyz/skills/agent-memory-pro/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/agent-memory-pro/agent.md"
  }
}
```
## Documentation

### Agent Memory 🧠

Full intelligence layer: vector memory + knowledge graph + structured database.

### When to Use

Storing and recalling facts semantically ("remember that Abidi prefers...")
Managing structured data: projects, contacts, tasks, bookmarks
Setting up the brain stack after container rebuild
Batch seeding memory with key facts

### Memory Engine (Mem0 — vectors + graph)

# Store a fact
python3 {baseDir}/scripts/memory_engine.py add "Abidi's business focuses on Voice AI"

# Semantic recall
python3 {baseDir}/scripts/memory_engine.py search "what does Abidi's business do"

# List all memories
python3 {baseDir}/scripts/memory_engine.py get-all

# Test connections (Qdrant, Neo4j, Langfuse)
python3 {baseDir}/scripts/memory_engine.py test

### Structured Database (SQLite)

# List tables
python3 {baseDir}/scripts/structured_db.py tables

# Insert data
python3 {baseDir}/scripts/structured_db.py insert projects '{"name":"MyProject","status":"active"}'

# Query
python3 {baseDir}/scripts/structured_db.py query "SELECT * FROM projects"

### Setup & Seeding

# Install Python deps after container rebuild
bash {baseDir}/scripts/setup_brain.sh

# Batch seed with key facts
python3 {baseDir}/scripts/seed_mem0.py

### Architecture

Mem0 — Unified AI memory (auto fact extraction, dedup, multi-level recall)
Qdrant — Vector database for semantic search
Neo4j — Knowledge graph for entities & relationships
SQLite — Structured data (projects, contacts, tasks, bookmarks)
Langfuse — Observability tracing on all operations

### Credits

Built by M. Abidi | agxntsix.ai
YouTube | GitHub
Part of the AgxntSix Skill Suite for OpenClaw agents.

📅 Need help setting up OpenClaw for your business? Book a free consultation
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: aiwithabidi
- Version: 1.0.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-04-29T12:12:49.802Z
- Expires at: 2026-05-06T12:12:49.802Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/agent-memory-pro)
- [Send to Agent page](https://openagent3.xyz/skills/agent-memory-pro/agent)
- [JSON manifest](https://openagent3.xyz/skills/agent-memory-pro/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/agent-memory-pro/agent.md)
- [Download page](https://openagent3.xyz/downloads/agent-memory-pro)