A professional-grade structured memory framework that uses hierarchical file storage and proactive hygiene to overcome LLM context window limitations.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install koompi-memory
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install koompi-memory using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Memory Architecture?
Memory Architecture is a robust framework designed for AI coding agents to maintain persistent, reliable state across multiple sessions. It moves away from volatile context windows and treats local files as the source of truth, utilizing a hierarchical storage system that includes daily logs, project tracking, and decision archives. This Openclaw Skills implementation ensures that your AI collaborator never loses track of long-term goals or historical context.
By implementing a structured promotion and pruning system, the skill balances the need for detailed history with the necessity of keeping the active index lean. It operates on the philosophy that daily logs are cheap but authoritative project files are essential, allowing developers to scale their AI interactions without losing key technical decisions or project nuances.
Memory Architecture Use Cases
- Maintaining project context and decision history across long-running development cycles.
- Tracking stakeholder preferences and role-based relationships in people-centric projects.
- Automated summarization of daily activities into searchable, permanent technical records.
- Reducing token costs by aggressively pruning stagnant data from the primary index.
How Memory Architecture Works
- Heartbeat Check: The skill begins by verifying the existence of the current daily log and checking if the MEMORY.md index requires an update.
- Session Logging: During the session, all outcomes, tasks, and notes are appended to a date-specific file in memory/daily/.
- Pattern Recognition: The system monitors the frequency of topics; if an entry appears more than three times, it is eligible for promotion to the main index.
- Weekly Compaction: Every Sunday or Monday, the skill scans the previous week's logs to roll up notes into project files and archive old data.
- Aggressive Pruning: Any entries in the primary index not referenced within 30 days are removed to maintain optimal performance.
Memory Architecture Setup
To integrate this memory architecture into your agent, ensure the directory structure exists within your workspace. You can initialize the environment using the following commands:
mkdir -p memory/{daily,projects,people,decisions,archive}
touch MEMORY.md
Configure your agent's system prompt to follow the Session Discipline rules outlined in this Openclaw Skills module.
Memory Architecture Data Schema & Taxonomy
The skill organizes data through a strict taxonomy to ensure navigability and searchability:
| Directory / File | Content Type | Retention Policy |
|---|---|---|
MEMORY.md |
Root index and high-level patterns | Pruned after 30 days of inactivity |
memory/daily/ |
YYYY-MM-DD append-only logs | Archived after 60 days |
memory/projects/ |
Active project status and decisions | Authoritative (Permament) |
memory/people/ |
Roles, history, and preferences | Permanent |
memory/decisions/ |
Context and rationale for choices | Permanent |
memory/archive/ |
Compressed monthly logs | Cold storage |
Memory Architecture Advanced Features
- Proactive Memory Hygiene: Automated detection of orphaned projects not referenced in over 14 days.
- Storage Health Management: Automatic monthly archiving once the daily log count exceeds 90 files.
- Promotion Engine: Intelligent logic that only adds to the root index when patterns occur 3+ times, preventing index bloat.
- Audit Trail Preservation: Never deletes history, ensuring a full forensic trail is available in the archive folders for Openclaw Skills users.
SKILL.md
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