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Install in OpenClaw
/install memory-architect
Description
Restructure flat MEMORY.md files into a tiered memory system with an entity graph. Use when: (1) MEMORY.md is growing unwieldy or exceeds 150 lines, (2) user...
Usage Guidance
This skill will read and rewrite your MEMORY.md and create a memory/ folder including an append-only JSONL ontology that can contain names, emails, chat IDs, and other contact data. Before running: (1) back up your existing MEMORY.md, (2) ensure you are okay with storing contact/ID data in plain files (avoid putting secrets or API keys in MEMORY.md), (3) confirm the agent environment has the utilities you may need (jq/grep) or adapt commands, and (4) review created files for sensitive information before committing or sharing them. If you want tighter privacy, redact or remove secrets from MEMORY.md first.
Capability Analysis
Type: OpenClaw Skill
Name: memory-architect
Version: 1.0.0
The skill bundle is designed to restructure an AI agent's internal memory files. It involves reading, writing, and overwriting files within the agent's designated memory directory (`MEMORY.md` and `memory/`). The `SKILL.md` instructions include shell commands (`wc`, `grep`, `cat`, `jq`) for verification and querying the agent's own memory data. All actions are confined to the agent's self-management and memory organization, with no evidence of data exfiltration, unauthorized remote execution, persistence mechanisms, or other malicious intent. The capabilities used are necessary for the stated purpose and are not misused.
Capability Assessment
Purpose & Capability
The name/description (restructuring MEMORY.md into tiered files + an ontology) matches the SKILL.md instructions: analyze MEMORY.md, create memory/protocols.md, memory/active.md, memory/archive.md, and memory/ontology/graph.jsonl. There are no unexplained external credentials, binaries, or install steps requested.
Instruction Scope
The instructions explicitly read the full MEMORY.md and create/overwrite files under a memory/ directory and memory/ontology/graph.jsonl. This is expected for the stated purpose, but the skill will collect and persist potentially sensitive personal/contact information (emails, chat IDs) into JSONL. The SKILL.md also shows example shell commands (grep, jq) but the skill metadata declares no required binaries — that mismatch is operational (jq/grep may not be present) rather than inherently malicious.
Install Mechanism
Instruction-only skill with no install spec and no code files. Nothing is downloaded or written outside the described memory files, minimizing install risk.
Credentials
The skill requests no environment variables or credentials, which is proportionate. However, it instructs collecting/storing contact identifiers and emails into graph.jsonl and archive files; that is appropriate for a memory organizer but increases the risk of exposing sensitive data if those files are shared or backed up to external systems.
Persistence & Privilege
always is false and there are no indications the skill tries to modify other skills or system-wide settings. Its persistence is limited to creating/updating files in a memory/ hierarchy under the repository/workspace.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install memory-architect - After installation, invoke the skill by name or use
/memory-architect - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of memory-architect: split MEMORY.md into tiers and entity graph.
- Introduces a system to restructure MEMORY.md into protocols, active, archive files, and a structured ontology graph.
- Defines clear rules for classifying and storing workflows, active items, completed work, and structured entities.
- MEMORY.md becomes a concise router/index.
- Provides maintenance guidelines for ongoing organization and efficient entity lookups.
Metadata
Frequently Asked Questions
What is Memory Architect?
Restructure flat MEMORY.md files into a tiered memory system with an entity graph. Use when: (1) MEMORY.md is growing unwieldy or exceeds 150 lines, (2) user... It is an AI Agent Skill for Claude Code / OpenClaw, with 379 downloads so far.
How do I install Memory Architect?
Run "/install memory-architect" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Memory Architect free?
Yes, Memory Architect is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Memory Architect support?
Memory Architect is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Memory Architect?
It is built and maintained by kapslap (@kapslap); the current version is v1.0.0.
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