Cut modules over to Scriptorium prompts

docs/internal/llm.md

@@ -2,9 +2,8 @@
 
 The implemented LLM runtime lives in `internal/framework/llm`. It provides
 transport-neutral structured completion contracts, a Scriptorium-backed
-production client, an OpenAI-compatible HTTP adapter retained for legacy tests
-and helpers, concurrency scheduling, prompt/schema asset registration, schema
-registry helpers, and secret redaction.
+production client, concurrency scheduling, prompt/schema asset registration,
+schema registry helpers, and secret redaction.
 
 ## Contract
 
@@ -15,9 +14,8 @@ CompleteStructured(ctx, request, out) (response, error)
 ```
 
 The request contains prompt ID/version, profile ID, session ID, prompt input
-materials, variables, and legacy rendered-message/schema fields used by modules
-that have not yet moved to prompt-asset execution. The caller supplies a pointer
-target for decoded structured output.
+materials, and variables. The caller supplies a pointer target for decoded
+structured output.
 
 Modules that call the LLM own their prompts, schemas, prompt IDs, validators,
 and domain-specific interpretation. Provider adapters should not contain
@@ -57,48 +55,6 @@ Generated-output validation failures are returned as Notarius errors. Provider
 and runtime errors are wrapped with prompt context and bearer tokens are
 redacted from error strings.
 
-## OpenAI-Compatible Adapter
-
-`OpenAICompatibleClient` posts JSON to:
-
-```text
-<base_url>/chat/completions
-```
-
-It sends:
-
-- `model`
-- `messages`
-- `response_format.type = "json_schema"`
-- `response_format.json_schema.name`
-- `response_format.json_schema.strict = true`
-- `response_format.json_schema.schema`
-
-If an API key is configured, the adapter sends an `Authorization: Bearer ...`
-header.
-
-The adapter accepts assistant content either as a JSON string containing JSON or
-as raw JSON content. It then unmarshals that content into the caller-provided
-target.
-
-External wire-contract details belong in the
-[OpenAI-compatible integration doc](../integrations/openai-compatible.md).
-
-## Retries And Timeouts
-
-The adapter retries:
-
-- provider request failures;
-- response read failures;
-- HTTP `429`;
-- HTTP `5xx`;
-- malformed provider envelopes;
-- malformed assistant JSON;
-- structured-output decode failures.
-
-Non-retryable `4xx` responses are returned without retry. Context cancellation
-is respected.
-
 ## Scheduler
 
 `Scheduler` bounds concurrent provider calls. It tracks in-flight calls and a

docs/internal/modules.md

@@ -36,11 +36,9 @@ normalizer targets. Runtime delivery uses `contracts.ChunkRequest.References`,
 `contracts.ExtractionRequest.References`, and
 `contracts.NormalizeRequest.References`. Reference material is not source
 evidence and must not be converted into `SourceRef` values. If a module prompt
-uses references, load the prompt bundle with the same declared slots and render
-with `RenderUserSystemWithReferences`. Prompt templates may use the `reference`
-function for content and the `hasreference` function for conditional sections.
-Prompt metadata hashes remain based on template source, not rendered reference
-bytes.
+uses references, pass them as prompt input materials through the structured LLM
+request. Prompt metadata hashes remain based on prompt asset source, not
+rendered reference bytes.
 
 Chunk modules receive the structured LLM client through `contracts.ChunkRequest`
 when they need model-backed chunking. The pipeline runner validates generic

docs/internal/overview.md

@@ -42,9 +42,8 @@ production modules.
   resolution, capability checks, run orchestration, warnings, validation, and
   manifest population.
 - `internal/framework/llm`: Scriptorium-backed structured-output client,
-  prompt/schema asset registry, scheduler, schema registry, retries, and secret
+  prompt/schema asset registry, scheduler, schema registry, and secret
   redaction.
-- `internal/framework/prompt`: embedded prompt registry and template rendering.
 - `internal/framework/validate`: validator decision helpers and cardinality
   enforcement.