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Agent Fleet Reliability Kit
Keeps multi-agent systems healthy: crash recovery, heartbeat monitoring, dead-letter queue handling and failure forensics. Self-hosted, drop-in scripts.
What this pack is
Agent Fleet Reliability Kit is one of six modules in the 956231 Studio Skill Pack Bundle. It is NOT sold separately: the $29 one-time purchase includes all six modules with lifetime updates under an MIT license (a $9/month subscription is also offered). It ships as a runnable Python script (ops_audit.py) with a 30/30 passing self-test, where positive controls pass and negative controls fail on purpose. Scripts run 100% on your local machine - no data upload, no API key, no telemetry.
Quick facts
| Item | Value |
|---|---|
| Main script | ops_audit.py |
| Self-test | 30/30 passing assertions |
| Built for | multi-agent system reliability monitoring |
| License | MIT - commercial use and modification allowed |
| Runs where | 100% on your local machine (Python 3, standard library only) |
| Price | Not sold separately - included in the $29 bundle |
Frequently asked
- Can I use these AI agent toolkits if I don't know how to code?
- Yes. Every pack is a runnable Python script. Run it with one command following the instructions — no coding required. Scripts run 100% locally, so your store data never leaves your machine.
- What exactly can these AI agent tools do for my business?
- They cover high-frequency e-commerce operations: multi-agent reliability (crash recovery, heartbeat monitoring), Amazon search-term mining, cross-border listing localization, launch readiness audits, SaaS pricing-page building, and Shopify cart recovery. Each pack targets one concrete job.
- What is the difference between the 29 one-time buyout and the 9/month subscription?
- The 29 buyout gives you all six packs with a perpetual MIT license and lifetime updates. The 9/month plan is a subscription for users who prefer ongoing access. No hidden token billing, no usage-based surcharge.