claude-plugin-inference-arbitrage/README.md

inference-arbitrage

Audits a Claude Code plugin — its skill/agent definitions and its real usage transcripts — to find steps that are being done by raw LLM inference but pass every test of a deterministic script, and files the well-evidenced ones as issues on the target plugin's own repo. Runs on demand; each run accumulates into a snapshot history so cost and candidate status can be tracked over time.

The name echoes builder-arbitrage: route each unit of work to the cheapest executor that can do it correctly — here, "script vs. model" instead of "which build node."

Status: scaffolding, pre-implementation. See design/ for the full specification:

• design/spec.md — why, scope, functional requirements
• design/plan.md — architecture and file layout
• design/rubric.md — the script-vs-inference boundary rubric
• design/tasks.md — build order

Tracked as issues on this repo under the v0.1.0 milestone.