Omar SobhandClaude Opus 5
09486ec759
A phase verdict is a classification: fixed prompt, no tools, no memory, one JSON answer. Routing it through a ZeroClaw agent charged 17,772 input tokens to produce a 20-token reply, and at the runtime's 32k context that scaffolding — role prompt, tool descriptors, memory, identity — consumed over half the window before the judge read any evidence. The same verdict as a direct Messages API call costs 114 input tokens, with the real system prompt and evidence. Measured through the production seam via `cargo run -p cm-llm --example oauth_probe`. - cm-llm: teach AnthropicProvider subscription auth. A `sk-ant-oat…` credential switches to bearer auth, adds the Claude Code beta set, and prepends the identity line the API requires as the first system block — idempotently, so re-wrapping can't stack it or waste tokens. - evaluator: prefer a direct provider call whenever ANTHROPIC_OAUTH_TOKEN is set, falling back to the configured spec (including `runtime:<alias>`) otherwise. Fail-closed parsing is untouched and still governs every path. - The ANTHROPIC_API_KEY shape guard now points at the slot that understands bearer auth rather than only saying no. Deleting the agent from this path is the ablation applied to our own harness: the scaffolding was there because a judge was built like every other agent, not because a judge needs it. Co-Authored-By: Claude Opus 5 <[email protected]>