Tools

Free reliability tools, built and shipped.

Interactive tools and AI toolkits we made for reliability engineers — no license, no strings.

10 AI Prompts for Reliability

Copy-paste prompts · FMEA, RCA, RCM, Weibull, spares & more

Ten field-grade prompts for the reliability jobs you actually do — all built from Anthropic's six rules for prompting Claude Fable 5. Copy them, or grab the whole pack.

AI Readiness Score

Is your maintenance ready for AI? · 13 questions · 5 dimensions

Get your AI Readiness Score in 3 minutes, plus a concrete, standards-grounded roadmap showing exactly where to start — with a human in the loop at every step.

Skills for Claude

18 reliability skills · FMECA, Weibull, RCA, RCM & more

Package a senior reliability engineer's methods into Claude. Free on GitHub, used by reliability engineers worldwide.

FMECA with AI — the 3 levels

A practical guide · from the chat to a grounded, fleet-scale analysis

Run FMECA with AI the right way — sourced failure modes, a calculated occurrence, no made-up numbers — on one DC-motor example.

Agents for Claude

7 Claude Code subagents · your reliability crew

A CMMS digester, a Weibull analyst, a FMECA drafter, an RCA challenger and more – running the methods in parallel.

Coming soon

Maintenance ROI Estimator

Reactive vs preventive vs predictive · interactive

Put your own numbers in and see which strategy wins on your asset – annual and cumulative cost, live charts.

Maintenance Quest

Pixel-art mini-game · test your maintenance instincts

A five-minute break that still teaches something: answer reliability questions, keep the plant running, beat your score.

Want it done for you?

Tools are a start. We run the methods on your data.

The estimator and the toolkits show the thinking – we apply it to your CMMS, augmented by AI, in a fraction of the usual time. Start with the Bad Actor Diagnostic.

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