Free stack audit

Heuristic scoring for AI coding waste — not financial advice. Tune inputs, run the audit, then sign up if you want to save reports to a workspace.

Paste your config (optional — or answer manually below)

Runs entirely in your browser. Nothing you paste here is uploaded.

CLAUDE.md / AGENTS.md / .cursorrules — or `tokencheat stack` JSON

Model

Monthly tokens (millions)

Cache hit ratio %

Tool calls / session

System prompt (words)

Avg context fill %

Lines of code (repo)

Uses structured retrieval

e.g. jCodeMunch, tree-sitter AST — agents read symbols, not full files