Per-Agent Memory Compression Skill

Overview

This skill automates weekly memory consolidation for multi-agent OpenClaw deployments. It discovers all agents with workspaces and registers staggered cron tasks that compress old daily notes into long-term memory files.

Key Features

• Auto-discovery: Finds all agents via openclaw agents list
• Workspace isolation: Each agent compresses its own memory
• State persistence: Tracks processed notes in .compression_state.json
• Deduplication: Avoids duplicate entries
• Domain awareness: Includes DOMAIN_CONTEXT for tailored extraction
• Zero config: Just run ./install.sh

Installation

cd /root/.openclaw/workspace/skills/per-agent-compression-universal
./install.sh

This creates 5 staggered tasks (if you have 5 agents) running Sundays 03:00-05:00 Shanghai time.

What It Does

1. Pre-check paths and initialize state
2. List daily notes older than 7 days (skip recent)
3. Sort oldest first, process up to 5 notes per run
4. For each note:
   • Read content
   • Extract factual info (preferences, decisions, personal info)
   • Append to target files with date headers
   • Move original to memory/processed/
5. Update state file
6. Clean working buffer
7. Send DingTalk summary

File Structure

Each agent workspace should have:

• memory/YYYY-MM-DD.md (daily notes)
• USER.md, IDENTITY.md, SOUL.md, MEMORY.md (targets)

After running:

• memory/.compression_state.json (state tracking)
• memory/processed/ (moved old notes)

Customization

Edit install.sh to adjust:

• Stagger offsets (OFFSETS array)
• Domain context per agent (DOMAIN_CONTEXT associative array)
• Cron expression (currently Sundays)

Troubleshooting

• Task hangs: Check STATE_FILE path uses {WORKSPACE} (uppercase), not {workspace}
• No notes processed: Ensure there are daily notes older than 7 days
• Timeout: Increase --timeout in install.sh (default 1200s)
• Delivery fails: Verify DingTalk connector configured with to field

Uninstall

./uninstall.sh

Removes all per_agent_compression_* tasks.

Version

Current: 1.3.4 (fixes STATE_FILE case sensitivity bug)

Support

See README.md for full documentation.