Skills marrs

Name: marrs
Author: openclaw

Memory maintenance helper for any RAG/vector database. Includes save_memory() helper, monitor and defrag script templates, hot queue support, and configurable defaults. Declares 'requests' dependency. Fully generic, safe, and configurable once you edit the config. Accurate description of all contents.

install

source · Clone the upstream repo

git clone https://github.com/openclaw/skills

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/agenthyjack/marrs" ~/.claude/skills/openclaw-skills-marrs && rm -rf "$T"

OpenClaw · Install into ~/.openclaw/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.openclaw/skills && cp -r "$T/skills/agenthyjack/marrs" ~/.openclaw/skills/openclaw-skills-marrs && rm -rf "$T"

manifest: skills/agenthyjack/marrs/SKILL.md

marrs

Memory maintenance helper for any RAG/vector database.

Complete Setup Guide (so it works for any user)

Install via ClawHub or copy the folder.
```
pip install requests
```
(the only external dependency).
Edit
```
scripts/config.py
```
with your own RAG details (examples are placeholders only).
Create two scheduled jobs to run the monitor and defrag scripts (see your platform's cron/docs).
Test with the example in the Basic Usage section below.

Review the three small Python scripts before use — they are short and easy to audit.

Configuration (

scripts/config.py

)

RAG_URL = "http://your-rag-server:port"   # ← Replace with your own
DEFAULT_COLLECTION = "memory"             # Change to your main collection
MONITOR_INTERVAL_SECONDS = 300
DEFRAG_INTERVAL_SECONDS = 86400

Basic Usage

from scripts.save_memory import save_memory

save_memory("Your content here", collection="your-collection")

What it contains

```
save_memory()
```
helper that POSTs to your RAG
```
/ingest
```
endpoint
Template scripts for monitor and defrag (background maintenance)
Hot queue logic for fast retrieval of frequent items
Configurable defaults (you must edit them)

No hardcoded paths, no internal systems, no credentials.

Security Notes

Only interacts with the RAG_URL you configure.
Uses the 'requests' library (installed separately).
Prints status messages to stdout (visible in your logs).
The crons you create will run the scripts autonomously — only add them if you trust the code after review.
Recommended: run the scripts in an isolated environment first.

This package is instruction + runnable scripts. The SKILL.md accurately describes everything it contains. No private data, no keys, no tokens, no names, no locations.

Version: 1.5.0 Status: Honest metadata, declared dependency, clear audit instructions. Clean for public use.