Clawhub Memory Tiers Prov1.0.0

A customer support agent's SOUL.md is evaluated using the 8-point rubric to identify weaknesses. After scoring, the agent is updated with clear boundaries and error handling, reducing customer complaints by 30%.

A research agent's SOUL.md is refactored from 600 to 280 lines using progressive disclosure tiers. Only essential triggers and workflows are loaded initially, cutting API costs by 40% while maintaining effectiveness.

An orchestrator agent uses the protocol to manage a 5-agent marketing team (writer, editor, SEO, designer, scheduler). It assigns tasks based on each agent's strengths and monitors completion, increasing output quality by 25%.

A data pipeline agent logs failures (e.g., schema mismatches) and proven recovery steps. Over a month, the agent's error resolution rate improves from 40% to 90% as it learns from its own experience store.

Offer the free agent-memory-tiers skill as a baseline, then charge for the Pro version with advanced quality grading, progressive disclosure, and orchestrator features. Revenue comes from monthly subscriptions for the Pro add-on.

Use the Pro skill to audit and optimize a client's existing multi-agent swarms. Charge a one-time setup fee plus a monthly retainer for ongoing quality reviews and self-improvement loop management.

Package the Pro skill as a premium plugin for a multi-agent orchestration platform. Revenue is generated through plugin purchases or usage-based billing tied to the number of agents managed.