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Superlative Memory Manager
by
tech-immortales-design
· GitHub ↗
· v1.0.0
· MIT-0
112
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Install in OpenClaw
/install superlative-memory-manager
Description
Unified memory management combining auto-compaction, tiered storage, semantic recall, and token optimization for efficient, lossless context handling in Open...
Usage Guidance
This skill is primarily an orchestrator and appears coherent with its stated purpose, but confirm a few things before enabling:
- Verify the required underlying skills (cognitive-memory, memory-tiering, context-compactor, memory-on-demand) are trusted and inspect how they store data and manage credentials.
- Ask where 'git-backup' and WAL writes go and how git credentials/remote are provided — enabling this skill may cause automatic backups to a repository or filesystem you need to control.
- Check vector-store configuration (LanceDB/Qdrant): these stores often require endpoints/keys; ensure those credentials are scoped and stored safely by the required skills.
- Test in a non-production agent first to observe event emissions and storage/tiering behavior and ensure retention policies behave as expected.
If you need higher assurance, request the implementer to document exact backup destinations, credential requirements, and the CLI commands' provenance (which binary provides the memory CLI).
Capability Analysis
Type: OpenClaw Skill
Name: superlative-memory-manager
Version: 1.0.0
The skill bundle appears to be a legitimate orchestration tool for managing memory and context within the OpenClaw ecosystem. The documentation in SKILL.md and the manifest in openclaw.plugin.json describe features like auto-compaction and tiered storage, which are consistent with its stated purpose, and no malicious instructions, data exfiltration patterns, or suspicious code were found.
Capability Assessment
Purpose & Capability
Name and description match the runtime instructions: the skill orchestrates existing memory-related skills (cognitive-memory, memory-tiering, context-compactor, memory-on-demand). No unrelated binaries or credentials are requested.
Instruction Scope
SKILL.md is instruction-only and stays within orchestration: enabling in openclaw.json, automatic operation, and optional CLI commands (memory compact, memory recall, memory store). However, it references WAL + git-backup, Git Notes, LanceDB/Lance vectors, and Qdrant without specifying how backups are performed, where data is written, or what git remotes/paths/credentials are used — this is a functional gap (not necessarily malicious) that affects data flows and privacy.
Install Mechanism
No install spec and no code files — instruction-only reduces installation risk. Nothing is downloaded or written by this skill itself.
Credentials
The skill requests no environment variables or credentials itself, which is coherent for a pure orchestrator. But because it claims to use external stores (vector DBs, git backups, WAL), expect that the underlying required skills will need credentials/configuration; the SKILL.md does not document or warn about where those credentials are configured or what the backup destination is.
Persistence & Privilege
always is false and the skill is user-invocable. It does not request persistent system-wide privileges or modify other skills' configs beyond the example of enabling itself in openclaw.json (normal behavior). Autonomous invocation is allowed by default (platform norm).
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install superlative-memory-manager - After installation, invoke the skill by name or use
/superlative-memory-manager - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Superlative Memory Manager 1.0.0
- Initial release of a unified, self-optimizing memory management system for OpenClaw.
- Features auto-compaction, tiered storage (hot/warm/cold/archive), and semantic recall with vector-based queries.
- Optimizes token usage by integrating with token-efficient-agent.
- Implements zero data loss through write-ahead logging and git-based backup.
- Works automatically once enabled and supports optional manual overrides for compaction and recall.
- Requires installation of existing core memory skills for full functionality.
Metadata
Frequently Asked Questions
What is Superlative Memory Manager?
Unified memory management combining auto-compaction, tiered storage, semantic recall, and token optimization for efficient, lossless context handling in Open... It is an AI Agent Skill for Claude Code / OpenClaw, with 112 downloads so far.
How do I install Superlative Memory Manager?
Run "/install superlative-memory-manager" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Superlative Memory Manager free?
Yes, Superlative Memory Manager is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Superlative Memory Manager support?
Superlative Memory Manager is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Superlative Memory Manager?
It is built and maintained by tech-immortales-design (@tech-immortales-design); the current version is v1.0.0.
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