Add Scriptorium-backed LLM runtime

internal/framework/pipeline/runner.go

@@ -8,6 +8,7 @@ import (
 	"mime"
 	"path"
 	"path/filepath"
+	"sort"
 	"strings"
 	"time"
 
@@ -57,8 +58,7 @@ type RunOutput struct {
 	OutputFiles []contracts.OutputFile       `json:"-"`
 }
 
-func (r *Runner) Run(ctx context.Context, input RunInput) (RunOutput, error) {
-	var output RunOutput
+func (r *Runner) Run(ctx context.Context, input RunInput) (output RunOutput, err error) {
 	if r == nil {
 		return output, fmt.Errorf("runner must not be nil")
 	}
@@ -69,8 +69,11 @@ func (r *Runner) Run(ctx context.Context, input RunInput) (RunOutput, error) {
 		return output, err
 	}
 
-	output.Warnings = append(output.Warnings, cloneWarnings(input.Warnings)...)
 	output.Manifest = manifestFromPipeline(input)
+	defer func() {
+		output.Manifest.LLMProfiles = mergeLLMProfileManifests(input.LLMProfiles, llmProfileManifests(input.LLMClient))
+	}()
+	output.Warnings = append(output.Warnings, cloneWarnings(input.Warnings)...)
 
 	adapter, err := r.registries.Inputs.Build(input.Pipeline.Input.Module)
 	if err != nil {
@@ -524,6 +527,47 @@ func cloneLLMProfiles(profiles []artifacts.LLMProfileManifest) []artifacts.LLMPr
 	return append([]artifacts.LLMProfileManifest(nil), profiles...)
 }
 
+func llmProfileManifests(client contracts.StructuredLLMClient) []artifacts.LLMProfileManifest {
+	provider, ok := client.(contracts.LLMProfileManifestProvider)
+	if !ok {
+		return nil
+	}
+	return provider.LLMProfileManifests()
+}
+
+func mergeLLMProfileManifests(sources ...[]artifacts.LLMProfileManifest) []artifacts.LLMProfileManifest {
+	merged := make(map[string]artifacts.LLMProfileManifest)
+	for _, source := range sources {
+		for _, profile := range source {
+			id := strings.TrimSpace(profile.ID)
+			provider := strings.TrimSpace(profile.Provider)
+			model := strings.TrimSpace(profile.Model)
+			key := id + "\x00" + provider + "\x00" + model
+			if _, exists := merged[key]; exists {
+				continue
+			}
+			merged[key] = artifacts.LLMProfileManifest{
+				ID:       id,
+				Provider: provider,
+				Model:    model,
+			}
+		}
+	}
+	if len(merged) == 0 {
+		return nil
+	}
+	keys := make([]string, 0, len(merged))
+	for key := range merged {
+		keys = append(keys, key)
+	}
+	sort.Strings(keys)
+	out := make([]artifacts.LLMProfileManifest, 0, len(keys))
+	for _, key := range keys {
+		out = append(out, merged[key])
+	}
+	return out
+}
+
 func sourceInputMaterial(inputPath string, content []byte) contracts.LLMInputMaterial {
 	return contracts.NewLLMInputMaterial(
 		"source",