fleet-memory-managerUpgrade your agent's memory from basic notes to a 3-layer production system with nightly consolidation. Based on patterns from running 7 AI bots in productio...
Install via ClawdBot CLI:
clawdbot install vswarm-ai/fleet-memory-managerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://img.shields.io/badge/clawhub-memory--manager-blueAudited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
A customer support agent that handles daily tickets and escalations. The 3-layer memory ensures it remembers past customer interactions, company policies, and support team workflows, improving response consistency and reducing repetitive explanations.
An assistant that helps a user manage daily tasks, projects, and personal goals. Memory layers track ongoing projects, user preferences, and long-term objectives, enabling seamless continuity across sessions and personalized task prioritization.
An agent that coordinates development tasks across a team, tracking sprint progress, code reviews, and blockers. Operational memory logs daily activities, while long-term memory stores architectural decisions and team norms for consistent guidance.
A marketing assistant that plans content calendars, analyzes campaign performance, and manages social media. Memory layers help retain brand voice guidelines, past campaign insights, and user engagement patterns to optimize future strategies.
An agent that monitors patient data and provides reminders for medications or appointments. Tacit memory in USER.md stores patient preferences and health patterns, while operational logs ensure continuity in care plans across sessions.
Offer the memory-manager skill as part of a premium AI agent platform subscription. Charge monthly fees for enhanced memory features, automated consolidation, and priority support, targeting businesses needing reliable agent continuity.
Provide consulting services to integrate and customize the memory system for specific client workflows. Offer setup, training, and ongoing optimization, leveraging the skill's templates and cron jobs for tailored solutions.
Release a basic version of the memory-manager for free to attract users, then monetize advanced features like nightly consolidation with high-end AI models, detailed analytics, and multi-agent fleet management.
💬 Integration Tip
Ensure the startup sequence in AGENTS.md is correctly configured to load memory layers based on session type, and test the nightly cron job in a staging environment before deployment.
Scored Apr 19, 2026
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows. Use when: (1) Setting up a team of 2+ agents with different specializations, (2) Defining task routing and lifecycle (inbox → spec → build → review → done), (3) Creating handoff protocols between agents, (4) Establishing review and quality gates, (5) Managing async communication and artifact sharing between agents.
A unified OpenClaw skill that merges self-improvement and proactivity: learn from corrections, maintain active state, recover context fast, and keep work mov...
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
Automatically assess task complexity and adjust reasoning level. Triggers on every user message to evaluate whether extended thinking (reasoning mode) would improve response quality. Use this as a pre-processing step before answering complex questions.
Associative memory with spreading activation for persistent, intelligent recall. Use PROACTIVELY when: (1) You need to remember facts, decisions, errors, or...