Pattern
Tool-First AI Scratchpad
tool-first-linguistic-analyzer
Developer intent fixates on shipping small analysis tools first (detectors, meters, analyzers) and iterates on the output signals, so the project becomes about measuring linguistic structure rather than verifying end-to-end user value.