openclaw-memory-master-v4AI Memory System with Iterative Compression & Lineage Tracking - Hermes Agent Inspired
Install via ClawdBot CLI:
clawdbot install cp3d1455926-svg/openclaw-memory-master-v4Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
exec(Calls external URL not in known-safe list
https://github.com/cp3d1455926-svg/memory-master.gitAI Analysis
The skill definition shows no active code execution, data exfiltration, or credential harvesting patterns. The primary risk is the external repository URL, which is a standard development link and not evidence of runtime data transmission. The 'UNSAFE_SHELL' signal appears to be a false positive from tool definitions not shown in the provided snippet.
Audited Apr 18, 2026 · audit v1.0
Generated Sep 3, 2026
E-commerce and customer service platforms can integrate Memory Master to maintain context in conversations. It compresses conversations and summaries to keep personalized interactions while reducing token usage and response latency.
Virtual assistants can leverage Memory Master to store and compress user preferences, schedules, and ongoing projects. This ensures users feel continuity and proactive support over time.
Research platforms handling large volumes of papers or news can use Memory Master to accumulate summaries and track lineage of findings, enabling quick generation of literature reviews and trend analysis.
EdTech applications can deploy Memory Master to track a learner's progress, mistakes, and strengths. The iterative compression creates adaptive content and personalized feedback that evolves with the student's knowledge.
Offer Memory Master as a cloud-based API service for developers, charging monthly fees based on usage tiers (e.g., number of memories processed) to integrate into their apps.
Release the core as open source for community adoption, while charging for enterprise features like dedicated support, advanced analytics, and custom integrations.
Publish on ClawHub and other AI marketplaces, taking a fee per installation or offering a freemium model where basic memory is free and advanced features like lineage tracking or higher compression rates are paid.
💬 Integration Tip
The skill is well-documented and can be installed quickly via ClawHub, so start with the provided quick start guide and leverage the test suite to validate integrations before scaling.
Scored Sep 3, 2026
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