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, a Pitstop, or a full Transfer-of-Experience engagement.
SEO growth surface
ROI, cost, AI visibility, first-agent fit, readiness, and builder tools now live under one `/tools` surface.
Pitstop Layer-1
Claude Code Optimizer
Audit every Claude Code plugin, skill, command, hook, MCP server, and memory file, then get a prioritized cleanup map.
Best for: Claude Code power users, agencies, and teams with fast-growing AI development setups.
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 →AI search test · Live
AI Visibility Test
Score whether AI search engines can understand, cite, and compare your website.
Businesses trying to rank in Google AI Overviews, ChatGPT, Perplexity, and Gemini.
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 →Build path calculator · Live
AI Hire vs Agency Calculator
Compare an in-house AI hire, a one-off agency project, and a managed AI agent over year one.
Owners deciding how to buy AI implementation without overbuilding the team.
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 →Free builder tool · Live
Skill Upgrader
A guided checklist for turning rough AI prompts, scripts, and repeatable workflows into cleaner reusable skills.
Builders who already use AI daily and want their best workflows to become repeatable assets.
Open tool →