How do I install the Memorybox skill?

Run npx skillmds@latest add ramsbaby-openclaw-memorybox/memorybox in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Memorybox safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: makes network calls, reads secrets. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Memorybox?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Memorybox free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Memorybox?

Ramsbaby (@ramsbaby-openclaw-memorybox) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Memorybox by ramsbaby-openclaw-memorybox

Name: Memorybox
Rating: 4.2 (5 reviews)
Author: Ramsbaby

Memorybox

Diagnoses bloated MEMORY.md files, splits oversized sections into domain-specific files, archives stale daily logs, and deduplicates content using a 3-tier hierarchy (MEMORY.md → domains/ → archive/). Use when MEMORY.md exceeds 10KB, context pressure is high, or the user asks to clean up, organize, or maintain agent memory files. Works alongside Mem0, Supermemory, QMD, or standalone.

Ramsbaby Updated Sep 10, 2026

File contents

MemoryBox

Zero-dependency memory maintenance tool for OpenClaw agents.

What It Does

Prevents MEMORY.md bloat by organizing memory into 3 tiers:

Tier 1: MEMORY.md (≤10KB, loaded every session)
Tier 2: memory/domains/*.md (searched on-demand)
Tier 3: memory/archive/ (old daily logs)

Works alongside Mem0, Supermemory, QMD, or standalone. Only touches file structure — never configs or plugins.

Install

git clone https://github.com/Ramsbaby/openclaw-memorybox.git
cd openclaw-memorybox && chmod +x bin/memorybox
sudo ln -sf "$(pwd)/bin/memorybox" /usr/local/bin/memorybox

Recommended Workflow

Run memorybox doctor ~/openclaw — full diagnostic (start here)
Run memorybox split ~/openclaw — move flagged sections to domain files
Verify with memorybox health ~/openclaw — target score above 80
Run memorybox archive ~/openclaw — archive daily logs older than 14 days
Run memorybox dedupe ~/openclaw — remove duplicate content

Additional commands:

memorybox stale ~/openclaw     # Detect outdated content
memorybox analyze ~/openclaw   # Section-by-section size breakdown
memorybox suggest ~/openclaw   # Improvement recommendations
memorybox report ~/openclaw    # Before/after token savings
memorybox init ~/openclaw      # Set up 3-tier directory structure

Teach Your Agent

Add to AGENTS.md:

## Memory Protocol
- **MEMORY.md** (≤10KB): Core facts only. Loaded everywhere — keep it lean.
- **memory/domains/*.md**: Detailed reference. Use `memory_search` to find.
- **memory/archive/**: Old logs. Rarely needed.

Results

Tested on production (7 Discord channels, 48 crons):

MEMORY.md: 20KB → 3.5KB (-83%)
Context pressure: 98% → 7%
Setup time: 5 minutes

Links

GitHub: https://github.com/Ramsbaby/openclaw-memorybox
Companion: https://github.com/Ramsbaby/openclaw-self-healing

---name: memoryboxdescription: Diagnoses bloated MEMORY.md files, splits oversized sections into domain-specific files, archives stale daily logs, and deduplicates content using a 3-tier hierarchy (MEMORY.md → domains/ → archive/). Use when MEMORY.md exceeds 10KB, context pressure is high, or the user asks to clean up, organize, or maintain agent memory files. Works alongside Mem0, Supermemory, QMD, or standalone.---# MemoryBoxZero-dependency memory maintenance tool for OpenClaw agents.## What It DoesPrevents MEMORY.md bloat by organizing memory into 3 tiers:- **Tier 1**: MEMORY.md (≤10KB, loaded every session)- **Tier 2**: memory/domains/*.md (searched on-demand)- **Tier 3**: memory/archive/ (old daily logs)Works alongside Mem0, Supermemory, QMD, or standalone. Only touches file structure — never configs or plugins.## Install```bashgit clone https://github.com/Ramsbaby/openclaw-memorybox.gitcd openclaw-memorybox && chmod +x bin/memoryboxsudo ln -sf "$(pwd)/bin/memorybox" /usr/local/bin/memorybox```## Recommended Workflow1. Run `memorybox doctor ~/openclaw` — full diagnostic (start here)2. Run `memorybox split ~/openclaw` — move flagged sections to domain files3. Verify with `memorybox health ~/openclaw` — target score above 804. Run `memorybox archive ~/openclaw` — archive daily logs older than 14 days5. Run `memorybox dedupe ~/openclaw` — remove duplicate contentAdditional commands:```bashmemorybox stale ~/openclaw # Detect outdated contentmemorybox analyze ~/openclaw # Section-by-section size breakdownmemorybox suggest ~/openclaw # Improvement recommendationsmemorybox report ~/openclaw # Before/after token savingsmemorybox init ~/openclaw # Set up 3-tier directory structure```## Teach Your AgentAdd to AGENTS.md:```markdown## Memory Protocol- **MEMORY.md** (≤10KB): Core facts only. Loaded everywhere — keep it lean.- **memory/domains/*.md**: Detailed reference. Use `memory_search` to find.- **memory/archive/**: Old logs. Rarely needed.```## ResultsTested on production (7 Discord channels, 48 crons):- MEMORY.md: 20KB → 3.5KB (-83%)- Context pressure: 98% → 7%- Setup time: 5 minutes## Links- GitHub: https://github.com/Ramsbaby/openclaw-memorybox- Companion: https://github.com/Ramsbaby/openclaw-self-healing

Frequently asked questions