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- Discover each role's served alias from GET /v1/served-models; the profile is sent only when Pumas reports profile_required or the operator pins it, and ambiguous aliases fail with the listed profiles. - Parse responses tolerantly: unknown fields, descriptors, availability states, formats, option names, error codes and list entries are ignored; capabilities are selected by name and only used fields are validated. - Examine typed errors before correlation: not_admitted rejections (null request_id, empty-body 400/412/503 fence refusals, unknown codes) are no longer reported as uncertain, and Pumas' error.message is surfaced. - Add configurable embedding query/document prefixes (EmbeddingGemma 2), applied to every query and stored text and recorded in the space identity. - Add the decision_native_v1 adapter on Pumas' native decision capability (Kev): three choice questions over the app's labels, relationship confidence and per-question probabilities retained as uncalibrated evidence. The path follows what the model advertises; a mismatch with the operator qualification fails without falling back between adapters. - Retain complete native relationship probabilities for Brier scoring. - Simulators mirror v0.8 shapes and cover discovery, prefixes, not_admitted errors, decision results and adapter mismatches. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Add config.models.example.json with EmbeddingGemma 2 task prefixes and a Kev decision role, and describe served-model discovery, tolerant parsing, not_admitted/unknown error reporting, prefix space identity and the decision_native_v1 qualification in the README and docs. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Adopts the Pumas v0.8 consumer API.
GET /v1/served-modelsinstead of hard-coded configuration.decision_native_v1adapter for Kev through the Pumasdecisioncapability. It keeps complete native probability vectors for Brier scoring and labels them uncalibrated.outcome, showing the Pumasmessage.Tests: 53/53 pass locally.
Pumas side: MrScripty/Pumas-Library#76.
🤖 Generated with Claude Code