Tools
Diagnostics first.
Bigger builds after.
Practical AI Jungle tools for owners and builders. Start with a clear score, then decide whether the next step is a free fix or a full Transfer-of-Experience engagement.
One place to start
Score the workflow, the cost, or the likely return. Then take the useful signal into a practical decision.
Builder utility · Live
Claude Code Optimizer
Audit every Claude Code plugin, skill, command, hook, MCP server, and memory file, then get a prioritized cleanup map.
Claude Code power users, agencies, and teams with fast-growing AI development setups.
Open tool →ROI calculator · Live
AI Agent ROI Calculator
Estimate hours saved, annual value, payback period, and the first AI agent that fits the workflow.
Operators asking whether an AI automation project is worth funding now.
Open tool →Use case finder · Live
First AI Agent Finder
Turn workflow bottlenecks into a recommended first agent, pilot scope, and guardrail plan.
Founders choosing between Bob, Eva, Memo, SoFI, Moni, or a custom agent.
Open tool →Cost calculator · Live
AI Agent Cost Calculator
Estimate setup, monthly operating cost, review time, and the hidden production layer behind an AI agent.
Teams budgeting for a production AI agent instead of a fragile demo.
Open tool →Free diagnostic · Live
AI Readiness Quiz
A short operator-facing quiz that scores where AI can help now, where the process is too messy, and what should wait.
Owners deciding where an AI agent belongs before they buy a larger engagement.
Open tool →Ready for the next decision?
A score is useful. A workflow map is better.
Take the signal into the Leverage Assessment and leave with three installable opportunities or it is free.
Guarantee: three installable agent opportunities or it's free.