Find the spend you can cut without anyone noticing.
Free & open · no signup · read-only — every stage ends by asking · nothing leaves your machine
Take money off the bill: audit infrastructure spend, the token economics of any AI, dead weight to prune, and the latency budget that right-sizes resources.
The conductor fetches each brief in turn and writes its report before moving on — later briefs can build on earlier findings. Or copy any single stage to run it alone.
4 reports in reports/, plus the run's own INDEX.md: COSTS.md, TOKENS.md, PRUNE.md, LATENCY.md. Feed them to the optional Studio to turn findings into commits, or run 28 · Roadmap Synthesis to merge them into one plan.
Copy the conductor into your agent inside the repo you want checked. It runs each Goal Prompt in sequence, honoring each one's ask-first rule.
Expensive queries, chatty API loops, unbounded storage, oversized resources — savings ranked by effort.
Cost per completed task, not per call — retry waste, context bloat priced out, cache leverage, and the margin math.
Dead code, unreachable routes, stale flags, unused deps — a deletion list grouped by confidence. Git makes it reversible; bias to delete.
Where the seconds go. Decomposes p50 and p95 of the runs users feel into stages — queue, retrieval, first token, tools — and names the stage worth attacking.