# Send Simplemem 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": "simplemem",
    "name": "Simplemem",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/nantes/simplemem",
    "canonicalUrl": "https://clawhub.ai/nantes/simplemem",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/simplemem",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=simplemem",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "data/memories.json",
      "simplemem.py",
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "simplemem",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-03T16:34:40.142Z",
      "expiresAt": "2026-05-10T16:34:40.142Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=simplemem",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=simplemem",
        "contentDisposition": "attachment; filename=\"simplemem-1.0.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "simplemem"
      },
      "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/simplemem"
    },
    "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/simplemem",
    "downloadUrl": "https://openagent3.xyz/downloads/simplemem",
    "agentUrl": "https://openagent3.xyz/skills/simplemem/agent",
    "manifestUrl": "https://openagent3.xyz/skills/simplemem/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/simplemem/agent.md"
  }
}
```
## Documentation

### SimpleMem Skill

Integrates SimpleMem: Efficient Lifelong Memory for LLM Agents into OpenClaw.

### What it does

SimpleMem provides semantic memory compression and retrieval for agents:

Store: Compresses interactions into compact memory units
Synthesize: Merges related memories on-the-fly
Retrieve: Intent-aware planning for efficient context retrieval

### Installation

# Install Python dependency
pip install simplemem

# Or via repo
git clone https://github.com/aiming-lab/SimpleMem.git
cd SimpleMem
pip install -r requirements.txt

### Configuration (Optional - Full Features)

For full SimpleMem features, set your OpenAI API key:

$env:OPENAI_API_KEY = "your-openai-key"

Without API key: Uses JSON fallback (basic keyword search)
With API key: Uses full SimpleMem with semantic embeddings

### PowerShell Script

# Agregar memoria
.\\simplemem.ps1 -Action add -Content "El usuario prefiere cafe con leche de avena"

# Buscar memorias
.\\simplemem.ps1 -Action search -Query "cafe"

# Ver estadisticas
.\\simplemem.ps1 -Action stats

### Python API

from simplemem import SimpleMemSystem, set_config, SimpleMemConfig

# With API key (full features)
config = SimpleMemConfig()
config.openai_api_key = "your-key"
set_config(config)
system = SimpleMemSystem()

# Add memory
system.add("User preference: coffee with oat milk", user_id="user1")

# Retrieve
results = system.retrieve("What does user like?", user_id="user1")

### Key Features

Cross-session memory: Persistent across conversations (64% better than Claude-Mem)
Semantic compression: 43.24% F1 on LoCoMo benchmark
Fast retrieval: 388ms average retrieval time
Multi-index: Semantic + Lexical + Symbolic layers
Fallback: JSON-based storage when no API key available

### Files

simplemem.py - Main Python wrapper
simplemem.ps1 - PowerShell CLI script
data/ - Storage directory (created on first use)

### Credits

Repo: https://github.com/aiming-lab/SimpleMem
Paper: https://arxiv.org/abs/2601.02553
Discord: https://discord.gg/KA2zC32M
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: nantes
- Version: 1.0.1
## 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: 2026-05-03T16:34:40.142Z
- Expires at: 2026-05-10T16:34:40.142Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/simplemem)
- [Send to Agent page](https://openagent3.xyz/skills/simplemem/agent)
- [JSON manifest](https://openagent3.xyz/skills/simplemem/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/simplemem/agent.md)
- [Download page](https://openagent3.xyz/downloads/simplemem)