Wire the heads between stage 0 and the resident model (V-664)

They run before the model because they are two orders of magnitude
faster and score better on both halves of the route. They decline
rather than clarify, so a declined turn carries on to the model and
then the classifier, which is what a box with no weights file does on
every turn. Nil heads are byte-for-byte the cascade that shipped
before this.

Measured on the 96-case fixture, classifier+ONNX either way:

  intent       76.0% -> 96.9%
  destination  36.4% -> 75.8%
  false clarify   0 -> 1
  missed clarify  8 -> 1
  p50          24.5ms -> 27.9ms

That beats the gemma-4-12b cascade on both halves, 84.4% and 72.7%, at
a twelfth of its 329ms. The four remaining destination misses are all
calendar, which is the stage 0 trade V-660 flagged and the owner has
not called yet.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ptwopxyo3Z2kwFckHkLvN
This commit is contained in:
2026-08-08 22:24:37 +04:00
parent 88c086482e
commit 68a3c85186
2 changed files with 68 additions and 3 deletions
+6 -3
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@@ -14,12 +14,15 @@ import (
"github.com/kami/maven/internal/decision"
)
// The two routing engines, named as claimants. They are one stage and not two,
// because only one of them ever runs: the classifier is reached when the model
// is absent or errored, never alongside it.
// The three routing engines, named as claimants. The model and the classifier
// are one stage and not two, because only one of them ever runs: the classifier
// is reached when the model is absent or errored, never alongside it. The heads
// run before both and decline on low confidence, so they can appear beside
// either one in a record.
const (
claimantLLM = "llm-router"
claimantClassifier = "classifier"
claimantHeads = "routing-heads"
)
// thinReason names which arm of gateLLMDecision cut the confidence. The gate