# The Website Clone System > How a website cloning and agentic optimization pipeline works, stage by stage, with every threshold, every module contract, the failures that shaped it, and the whole starter kit downloadable from the page. Nothing gated. Home: https://clone-system.swarmsystem.ai/ A complete, ungated explanation of a website cloning and agentic optimization pipeline, plus a downloadable starter kit carried inside the page itself. ## Contents - The pipeline: 16 stages in dependency order, each with the principle it enforces - Thresholds: 106 configured values, each with what it protects - Modules: 40 library contracts grouped by the stage they serve - Tests: 24 test files with what each defends - Failures: five published failures with their cost and their fix - Operations: order states, concurrency governor, gates, delivery clock, alert types - The kit: 70 files, 184.4 KB, downloadable with no signup ## Boundaries - The kit is a templatized starter kit. Engine source is not included. - Four of 16 stages ship implemented; the rest ship as declared contracts. - No client data of any kind appears on this page or in the kit. - The tool contains no detection evasion and defaults to polite crawling. ## Author SwarmSystem