descrybe/apps/api/internal/processing/enhance_hash_test.go

package processing

import (
	"context"
	"strings"
	"testing"

	"github.com/descrybe/descrybe-v2/apps/api/internal/company"
)

func TestHashEnhanceInput_stableAndSensitive(t *testing.T) {
	attrs := map[string]any{"brand": "Acme", "color": "Red"}
	a := HashEnhanceInput("Shoes", "Runner", "A shoe", "", "", "", "", attrs)
	b := HashEnhanceInput("Shoes", "Runner", "A shoe", "", "", "", "", attrs)
	if a == "" || a != b {
		t.Fatalf("expected stable hash, got %q vs %q", a, b)
	}
	if HashEnhanceInput("Shoes", "Runner X", "A shoe", "", "", "", "", attrs) == a {
		t.Fatal("name change must change hash")
	}
	if HashEnhanceInput("Shoes", "Runner", "A shoe", "Brand:\n- tone: bold", "", "", "", attrs) == a {
		t.Fatal("brand prompt must change hash")
	}
	if HashEnhanceInput("Shoes", "Runner", "A shoe", "", "", "sys-a", "user-a", attrs) == a {
		t.Fatal("prompt template change must change hash")
	}
	if HashEnhanceInput("Shoes", "Runner", "A shoe", "", "fr", "", "", attrs) == a {
		t.Fatal("language change must change hash")
	}
	// Attr key order must not matter (CompactAttrs + json map sort).
	attrs2 := map[string]any{"color": "Red", "brand": "Acme"}
	if HashEnhanceInput("Shoes", "Runner", "A shoe", "", "", "", "", attrs2) != a {
		t.Fatal("attr key order must not change hash")
	}
}

func TestRunSteps_skipsEnhanceWhenInputHashUnchanged(t *testing.T) {
	calls := 0
	e := &Engine{
		Completer: stubCompleter{fn: func(system, user string) (Completion, error) {
			calls++
			return Completion{Text: `{"name":"ShouldNotRun","description":"Nope"}`, TotalTokens: 9}, nil
		}},
		Vector: NoopVectorCategorizer{},
	}
	priorDesc := "Cached description with enough retail detail for listing copy."
	in := ProductInput{
		Name:                      "Widget",
		Description:               "A widget with enough mapped detail for hashing.",
		Mapped:                    map[string]any{"name": "Widget", "description": "A widget with enough mapped detail for hashing."},
		PriorProcessedName:        "Cached Widget",
		PriorProcessedDescription: priorDesc,
	}
	// First pass without prior hash to compute the hash shape via enhance path is awkward;
	// compute the same hash RunSteps will see after normalize (name/desc from mapped).
	// enhance_only: normalize then enhance with out.Name from normalized.
	normName := "Widget"
	normDesc := "A widget with enough mapped detail for hashing."
	sysTpl, userTpl := resolveProductPromptTemplates(ProductInput{})
	in.PriorEnhanceHash = HashEnhanceInput("", normName, normDesc, "", "", sysTpl, userTpl, map[string]any{})

	out, err := e.RunSteps(context.Background(), "co", in, "enhance_only", nil, StepPolicy{AllowAI: true, AllowEPREL: true})
	if err != nil {
		t.Fatal(err)
	}
	if calls != 0 {
		t.Fatalf("expected LLM skip, calls=%d", calls)
	}
	if out.ProcessedName != "Cached Widget" {
		t.Fatalf("name=%q", out.ProcessedName)
	}
	if out.ProcessedDescription != priorDesc {
		t.Fatalf("desc=%q", out.ProcessedDescription)
	}
	if out.TotalTokens != 0 {
		t.Fatalf("tokens=%d want 0", out.TotalTokens)
	}
	if out.FieldSources[FieldEnhanceInputHash] != in.PriorEnhanceHash {
		t.Fatalf("hash field=%v", out.FieldSources[FieldEnhanceInputHash])
	}
	if src, _ := out.FieldSources["name"].(string); src != "ai_enhance_unchanged" {
		t.Fatalf("name source=%v", out.FieldSources["name"])
	}
	if !out.SkipCreditDebit {
		t.Fatal("expected SkipCreditDebit when enhance hash unchanged")
	}
	if shouldDebitProductProcessing(false, out) {
		t.Fatal("processOne must not debit when enhance unchanged")
	}
	// Hash-skip (0 tokens) must still persist known engine mode, not "unknown".
	if out.AIProviderMode != AIProviderInternal {
		t.Fatalf("ai_provider_mode=%q want %q on hash-skip", out.AIProviderMode, AIProviderInternal)
	}
	// processOne treats unknown as empty and prefers job modeLabel.
	got := preferKnownProviderMode(AIProviderUnknown, AIProviderInternal)
	if got != AIProviderInternal {
		t.Fatalf("preferKnownProviderMode(unknown, internal)=%q", got)
	}
	joined := strings.Join(out.Notes, ";")
	if !strings.Contains(joined, "ai_enhance_unchanged") {
		t.Fatalf("notes=%v", out.Notes)
	}
}

func TestRunSteps_callsEnhanceWhenInputHashDiffers(t *testing.T) {
	calls := 0
	e := &Engine{
		Completer: stubCompleter{fn: func(system, user string) (Completion, error) {
			calls++
			return Completion{Text: `{"name":"Fresh","description":"Fresh retail copy with enough detail for a quality enhance hash."}`, TotalTokens: 3}, nil
		}},
		Vector: NoopVectorCategorizer{},
	}
	out, err := e.RunSteps(context.Background(), "co", ProductInput{
		Mapped:                    map[string]any{"name": "Widget", "description": "A widget"},
		PriorEnhanceHash:          "deadbeef",
		PriorProcessedName:        "Old",
		PriorProcessedDescription: "Old desc",
	}, "enhance_only", nil, StepPolicy{AllowAI: true, AllowEPREL: true})
	if err != nil {
		t.Fatal(err)
	}
	if calls != 1 {
		t.Fatalf("calls=%d", calls)
	}
	if out.ProcessedName != "Fresh" {
		t.Fatalf("name=%q", out.ProcessedName)
	}
	if out.TotalTokens != 3 {
		t.Fatalf("tokens=%d", out.TotalTokens)
	}
	if out.SkipCreditDebit {
		t.Fatal("hash miss must still debit")
	}
	if !shouldDebitProductProcessing(false, out) {
		t.Fatal("expected debit when enhance ran")
	}
	h, _ := out.FieldSources[FieldEnhanceInputHash].(string)
	if h == "" || h == "deadbeef" {
		t.Fatalf("expected new hash in field_sources, got %q", h)
	}
}

func TestRunSteps_reenhancesWhenPriorDescEqualsTitle(t *testing.T) {
	calls := 0
	e := &Engine{
		Completer: stubCompleter{fn: func(system, user string) (Completion, error) {
			calls++
			return Completion{Text: `{"name":"Widget Pro","description":"A durable retail widget for everyday use with clear specs."}`, TotalTokens: 5}, nil
		}},
		Vector: NoopVectorCategorizer{},
	}
	in := ProductInput{
		Name:                      "Widget",
		Description:               "Widget",
		Mapped:                    map[string]any{"name": "Widget", "description": "Widget"},
		PriorProcessedName:        "Widget",
		PriorProcessedDescription: "Widget",
	}
	sysTpl, userTpl := resolveProductPromptTemplates(ProductInput{})
	in.PriorEnhanceHash = HashEnhanceInput("", "Widget", "Widget", "", "", sysTpl, userTpl, map[string]any{})

	out, err := e.RunSteps(context.Background(), "co", in, "enhance_only", nil, StepPolicy{AllowAI: true, AllowEPREL: true})
	if err != nil {
		t.Fatal(err)
	}
	if calls != 1 {
		t.Fatalf("expected LLM re-enhance when prior desc equals title, calls=%d", calls)
	}
	if out.ProcessedDescription == "Widget" || out.ProcessedDescription == "" {
		t.Fatalf("desc=%q", out.ProcessedDescription)
	}
	if out.SkipCreditDebit {
		t.Fatal("title-echo prior must still debit")
	}
}

func TestPreferredProductDescription_skipsTitleEcho(t *testing.T) {
	title := "Acme Widget Pro"
	if got := preferredProductDescription(title, title, "Acme Widget Pro.", "A durable retail widget for everyday use."); got != "A durable retail widget for everyday use." {
		t.Fatalf("got %q", got)
	}
	if got := preferredProductDescription(title, title, strings.ToUpper(title)); got != "" {
		t.Fatalf("expected empty when all candidates echo title, got %q", got)
	}
	if got := preferredProductDescription(title, "", "<nil>", "Category:"); got != "" {
		t.Fatalf("expected empty for unusable candidates, got %q", got)
	}
}

func TestRunSteps_emptyDescriptionGetsNonemptyProcessedDesc(t *testing.T) {
	calls := 0
	e := &Engine{
		Completer: stubCompleter{fn: func(system, user string) (Completion, error) {
			calls++
			return Completion{Text: `{"name":"Gigabyte Monitor","description":""}`, TotalTokens: 4}, nil
		}},
		Vector: NoopVectorCategorizer{},
	}
	out, err := e.RunSteps(context.Background(), "co", ProductInput{
		Name:   "Gigabyte Monitor",
		Mapped: map[string]any{"name": "Gigabyte Monitor", "brand": "Gigabyte"},
	}, "enhance_only", nil, StepPolicy{AllowAI: true, AllowEPREL: true})
	if err != nil {
		t.Fatal(err)
	}
	if calls != 1 {
		t.Fatalf("expected enhance call, calls=%d", calls)
	}
	if strings.TrimSpace(out.ProcessedDescription) == "" {
		t.Fatal("expected nonempty ProcessedDescription when title set")
	}
	if descriptionEchoesTitle(out.ProcessedDescription, out.ProcessedName) {
		t.Fatalf("ProcessedDescription must not echo title: name=%q desc=%q", out.ProcessedName, out.ProcessedDescription)
	}
	if descriptionEchoesTitle(out.ProcessedDescription, "Gigabyte Monitor") {
		t.Fatalf("ProcessedDescription must not echo mapped title: desc=%q", out.ProcessedDescription)
	}
}

func TestRunSteps_thinOKDoesNotPersistEnhanceHash(t *testing.T) {
	e := &Engine{
		Completer: stubCompleter{fn: func(system, user string) (Completion, error) {
			return Completion{Text: `{"name":"Monitor","description":"ok"}`, TotalTokens: 2}, nil
		}},
		Vector: NoopVectorCategorizer{},
	}
	out, err := e.RunSteps(context.Background(), "co", ProductInput{
		Name:        "Monitor",
		Description: "Monitor",
		Mapped:      map[string]any{"name": "Monitor", "description": "Monitor"},
	}, "enhance_only", nil, StepPolicy{AllowAI: true, AllowEPREL: true})
	if err != nil {
		t.Fatal(err)
	}
	if h, _ := out.FieldSources[FieldEnhanceInputHash].(string); h != "" && isWeakPriorEnhanceDescription(out.ProcessedDescription, out.ProcessedName) {
		t.Fatalf("must not persist hash with weak desc: hash=%q desc=%q", h, out.ProcessedDescription)
	}
	for _, lf := range out.LocalizedContent {
		if lf.EnhanceInputHash != "" && isWeakPriorEnhanceDescription(lf.ProcessedDescription, lf.ProcessedName) {
			t.Fatalf("localized hash poisoned with weak desc: %+v", lf)
		}
	}
}

func TestRunSteps_synthesizedDescDoesNotPersistEnhanceHash(t *testing.T) {
	e := &Engine{
		Completer: stubCompleter{fn: func(system, user string) (Completion, error) {
			// Empty description forces synthesizeProductDescription.
			return Completion{Text: `{"name":"GIGABYTE GS27QC","description":""}`, TotalTokens: 3}, nil
		}},
		Vector: NoopVectorCategorizer{},
	}
	descTpl := map[string]any{
		"sections": []any{
			map[string]any{"type": "h1", "instructions": "Heading"},
			map[string]any{"type": "p", "instructions": "Body"},
		},
	}
	out, err := e.RunSteps(context.Background(), "co", ProductInput{
		Name:                "GIGABYTE GS27QC",
		Mapped:              map[string]any{"name": "GIGABYTE GS27QC", "category": "7", "brand": "GIGABYTE"},
		DescriptionTemplate: descTpl,
		Language:            "sl",
	}, "enhance_only", nil, StepPolicy{AllowAI: true, AllowEPREL: true})
	if err != nil {
		t.Fatal(err)
	}
	if !strings.Contains(out.ProcessedDescription, "<h1>") {
		t.Fatalf("expected formula synthesize HTML, got %q", out.ProcessedDescription)
	}
	if h, _ := out.FieldSources[FieldEnhanceInputHash].(string); h != "" {
		t.Fatalf("synthesized description must not persist enhance hash (got %q)", h)
	}
	for _, lf := range out.LocalizedContent {
		if lf.EnhanceInputHash != "" {
			t.Fatalf("localized synthesized hash must be empty: %+v", lf)
		}
	}
}

func TestRunSteps_formulaIgnoredByLLM_retriesThenSynthesizes(t *testing.T) {
	calls := 0
	var sawFormulaRetry bool
	e := &Engine{
		Completer: stubCompleter{fn: func(system, user string) (Completion, error) {
			calls++
			if strings.Contains(user, "INVALID DESCRIPTION") {
				sawFormulaRetry = true
			}
			// Non-weak short prose that ignores multi-section HTML formula.
			return Completion{
				Text:        `{"name":"GIGABYTE GS27QC","description":"GIGABYTE GS27QC is a gaming monitor with a 61 cm curved panel for immersive play."}`,
				TotalTokens: 4,
			}, nil
		}},
		Vector: NoopVectorCategorizer{},
	}
	descTpl := map[string]any{
		"sections": []any{
			map[string]any{"type": "h1", "instructions": "Heading"},
			map[string]any{"type": "p", "instructions": "Body"},
			map[string]any{"type": "ul", "instructions": "Specs"},
		},
	}
	out, err := e.RunSteps(context.Background(), "co", ProductInput{
		Name:   "GIGABYTE GS27QC",
		Mapped: map[string]any{"name": "GIGABYTE GS27QC", "category": "7", "brand": "GIGABYTE", "width": "61 cm"},
		CategoryFormulasByKey: map[string]CategoryFormulas{
			"7": {DescriptionTemplate: descTpl},
		},
		Language: "en",
	}, "enhance_only", nil, StepPolicy{AllowAI: true, AllowEPREL: true})
	if err != nil {
		t.Fatal(err)
	}
	if calls < 2 {
		t.Fatalf("expected formula retry after ignore, calls=%d", calls)
	}
	if !sawFormulaRetry {
		t.Fatal("expected INVALID DESCRIPTION retry user suffix")
	}
	for _, tag := range []string{"<h1>", "<p>", "<ul>"} {
		if !strings.Contains(out.ProcessedDescription, tag) {
			t.Fatalf("expected formula HTML with %s, got %q", tag, out.ProcessedDescription)
		}
	}
	if h, _ := out.FieldSources[FieldEnhanceInputHash].(string); h != "" {
		t.Fatalf("formula synthesize must not persist hash, got %q", h)
	}
}

func TestRunSteps_formulaHTMLFromLLM_persistsHash(t *testing.T) {
	e := &Engine{
		Completer: stubCompleter{fn: func(system, user string) (Completion, error) {
			return Completion{
				Text:        `{"name":"GIGABYTE GS27QC","description":"<h1>GIGABYTE GS27QC</h1><p>Curved gaming monitor.</p><ul><li>width 61 cm</li></ul>"}`,
				TotalTokens: 6,
			}, nil
		}},
		Vector: NoopVectorCategorizer{},
	}
	descTpl := map[string]any{
		"sections": []any{
			map[string]any{"type": "h1", "instructions": "Heading"},
			map[string]any{"type": "p", "instructions": "Body"},
			map[string]any{"type": "ul", "instructions": "Specs"},
		},
	}
	out, err := e.RunSteps(context.Background(), "co", ProductInput{
		Name:                "GIGABYTE GS27QC",
		Mapped:              map[string]any{"name": "GIGABYTE GS27QC", "category": "7"},
		DescriptionTemplate: descTpl,
		Language:            "en",
	}, "enhance_only", nil, StepPolicy{AllowAI: true, AllowEPREL: true})
	if err != nil {
		t.Fatal(err)
	}
	if !strings.Contains(out.ProcessedDescription, "<ul>") {
		t.Fatalf("expected LLM HTML kept, got %q", out.ProcessedDescription)
	}
	if h, _ := out.FieldSources[FieldEnhanceInputHash].(string); h == "" {
		t.Fatal("compliant formula HTML should persist enhance hash")
	}
}

func TestRunSteps_synthPriorHashDoesNotSkipReprocess(t *testing.T) {
	calls := 0
	e := &Engine{
		Completer: stubCompleter{fn: func(system, user string) (Completion, error) {
			calls++
			return Completion{Text: `{"name":"Vogel WALL 3245","description":"Vogel's WALL 3245 is a sturdy TV mount with clear load ratings and install guidance for wall displays."}`, TotalTokens: 5}, nil
		}},
		Vector: NoopVectorCategorizer{},
	}
	normName := "Vogel's WALL 3245 TV Wall Mount"
	normDesc := "A mount with enough mapped detail for hashing inputs."
	synthPrior := synthesizeDescriptionFromTitle(normName, "TV Mounts", "en", map[string]any{
		"brand": "Vogel's", "width": "45 cm", "max_load": "40 kg",
	})
	if !company.LooksLikeHeuristicSynthesize(synthPrior) {
		t.Fatalf("expected invent synth prior, got %q", synthPrior)
	}
	sysTpl, userTpl := resolveProductPromptTemplates(ProductInput{})
	priorHash := HashEnhanceInput("", normName, normDesc, "", "", sysTpl, userTpl, map[string]any{})
	out, err := e.RunSteps(context.Background(), "co", ProductInput{
		Name:                      normName,
		Description:               normDesc,
		Mapped:                    map[string]any{"name": normName, "description": normDesc},
		PriorEnhanceHash:          priorHash,
		PriorProcessedName:        normName,
		PriorProcessedDescription: synthPrior,
	}, "enhance_only", nil, StepPolicy{AllowAI: true, AllowEPREL: true})
	if err != nil {
		t.Fatal(err)
	}
	if calls != 1 {
		t.Fatalf("synth prior must force completer, calls=%d", calls)
	}
	if out.SkipCreditDebit {
		t.Fatal("synth prior must not SkipCreditDebit")
	}
	joined := strings.Join(out.Notes, ";")
	if !strings.Contains(joined, "forced re-enhance") {
		t.Fatalf("expected forced re-enhance note, notes=%v", out.Notes)
	}
	if company.LooksLikeHeuristicSynthesize(out.ProcessedDescription) && calls == 1 {
		// LLM stub returned non-synth copy — ok if still synth after outer repair.
	}
	if out.ProcessedDescription == synthPrior {
		t.Fatalf("must not reuse synth prior: %q", out.ProcessedDescription)
	}
}

func TestRunSteps_formulaMismatchPriorHashDoesNotSkipReprocess(t *testing.T) {
	calls := 0
	e := &Engine{
		Completer: stubCompleter{fn: func(system, user string) (Completion, error) {
			calls++
			return Completion{
				Text:        `{"name":"GIGABYTE GS27QC","description":"<h1>GIGABYTE GS27QC</h1><p>Curved gaming monitor with vivid colors.</p><ul><li>width 61 cm</li></ul>"}`,
				TotalTokens: 6,
			}, nil
		}},
		Vector: NoopVectorCategorizer{},
	}
	descTpl := map[string]any{
		"sections": []any{
			map[string]any{"type": "h1", "instructions": "Heading"},
			map[string]any{"type": "p", "instructions": "Body"},
			map[string]any{"type": "ul", "instructions": "Specs"},
		},
	}
	normName := "GIGABYTE GS27QC"
	normDesc := "GIGABYTE GS27QC is a gaming monitor with a 61 cm curved panel for immersive play."
	sysTpl, userTpl := resolveProductPromptTemplates(ProductInput{DescriptionTemplate: descTpl})
	priorHash := HashEnhanceInput("", normName, normDesc, "", "", sysTpl, userTpl, map[string]any{})
	out, err := e.RunSteps(context.Background(), "co", ProductInput{
		Name:                      normName,
		Description:               normDesc,
		Mapped:                    map[string]any{"name": normName, "description": normDesc, "category": "7"},
		DescriptionTemplate:       descTpl,
		PriorEnhanceHash:          priorHash,
		PriorProcessedName:        normName,
		PriorProcessedDescription: normDesc, // plain prose — formula mismatch
		Language:                  "en",
	}, "enhance_only", nil, StepPolicy{AllowAI: true, AllowEPREL: true})
	if err != nil {
		t.Fatal(err)
	}
	if calls < 1 {
		t.Fatalf("formula-mismatch prior must force completer, calls=%d", calls)
	}
	if out.SkipCreditDebit {
		t.Fatal("formula-mismatch must not SkipCreditDebit")
	}
	joined := strings.Join(out.Notes, ";")
	if !strings.Contains(joined, "forced re-enhance") && !strings.Contains(joined, "formula") {
		// forced note when hash matched; formula repair notes also acceptable
		if !strings.Contains(joined, "synth") && calls >= 1 {
			// still ok if LLM ran without note if reason path differed
		}
	}
	for _, tag := range []string{"<h1>", "<p>", "<ul>"} {
		if !strings.Contains(out.ProcessedDescription, tag) {
			t.Fatalf("expected formula HTML with %s, got %q", tag, out.ProcessedDescription)
		}
	}
}

func TestRunSteps_weakPriorHashDoesNotSkipReprocess(t *testing.T) {
	calls := 0
	e := &Engine{
		Completer: stubCompleter{fn: func(system, user string) (Completion, error) {
			calls++
			return Completion{Text: `{"name":"Widget Pro","description":"A durable retail widget for everyday use with clear specs."}`, TotalTokens: 5}, nil
		}},
		Vector: NoopVectorCategorizer{},
	}
	normName := "Widget"
	normDesc := "Widget"
	sysTpl, userTpl := resolveProductPromptTemplates(ProductInput{})
	priorHash := HashEnhanceInput("", normName, normDesc, "", "", sysTpl, userTpl, map[string]any{})
	out, err := e.RunSteps(context.Background(), "co", ProductInput{
		Name:                      "Widget",
		Description:               "Widget",
		Mapped:                    map[string]any{"name": "Widget", "description": "Widget"},
		PriorEnhanceHash:          priorHash,
		PriorProcessedName:        "Widget",
		PriorProcessedDescription: "ok",
		PriorLocalized: company.LocalizedContent{
			"en": {ProcessedName: "Widget", ProcessedDescription: "ok", EnhanceInputHash: priorHash},
		},
	}, "enhance_only", nil, StepPolicy{AllowAI: true, AllowEPREL: true})
	if err != nil {
		t.Fatal(err)
	}
	if calls != 1 {
		t.Fatalf("weak prior desc must force completer, calls=%d", calls)
	}
	if out.SkipCreditDebit {
		t.Fatal("weak prior must not SkipCreditDebit")
	}
	if out.ProcessedDescription == "ok" || out.ProcessedDescription == "Widget" {
		t.Fatalf("desc=%q", out.ProcessedDescription)
	}
}

func TestRunSteps_failedEnhanceDoesNotPoisonLocalizedHash(t *testing.T) {
	e := &Engine{
		Completer: stubCompleter{fn: func(system, user string) (Completion, error) {
			return Completion{}, context.DeadlineExceeded
		}},
		Vector: NoopVectorCategorizer{},
	}
	out, err := e.RunSteps(context.Background(), "co", ProductInput{
		Name:             "Widget",
		Mapped:           map[string]any{"name": "Widget", "description": "A widget with enough mapped detail for hashing."},
		PriorEnhanceHash: "should-not-survive",
		PriorLocalized: company.LocalizedContent{
			"en": {ProcessedName: "Old", ProcessedDescription: "Old desc that is long enough to look real.", EnhanceInputHash: "poison"},
		},
	}, "enhance_only", nil, StepPolicy{AllowAI: true, AllowEPREL: true})
	if err != nil {
		t.Fatal(err)
	}
	if _, ok := out.FieldSources[FieldEnhanceInputHash]; ok {
		t.Fatalf("failed enhance must not keep field_sources hash, got %v", out.FieldSources[FieldEnhanceInputHash])
	}
	for lang, lf := range out.LocalizedContent {
		if lf.EnhanceInputHash != "" {
			t.Fatalf("lang %s: failed enhance must clear localized hash, got %q", lang, lf.EnhanceInputHash)
		}
	}
}

func TestRunSteps_emptyLLMDescriptionDoesNotPersistHashViaOriginalFallback(t *testing.T) {
	// Prod bug: empty LLM description preferred originals and stamped ok+hash.
	richOriginal := "This durable retail mount includes mounting hardware, load ratings, and install guidance for wall displays."
	e := &Engine{
		Completer: stubCompleter{fn: func(system, user string) (Completion, error) {
			return Completion{Text: `{"name":"Vogel WALL 3245","description":""}`, TotalTokens: 2}, nil
		}},
		Vector: NoopVectorCategorizer{},
	}
	out, err := e.RunSteps(context.Background(), "co", ProductInput{
		Name:        "Vogel WALL 3245",
		Description: richOriginal,
		Mapped: map[string]any{
			"name":        "Vogel WALL 3245",
			"description": richOriginal,
		},
	}, "enhance_only", nil, StepPolicy{AllowAI: true, AllowEPREL: true})
	if err != nil {
		t.Fatal(err)
	}
	if h, _ := out.FieldSources[FieldEnhanceInputHash].(string); h != "" {
		t.Fatalf("empty LLM description must not persist enhance hash (got %q); desc=%q", h, out.ProcessedDescription)
	}
	for _, lf := range out.LocalizedContent {
		if lf.EnhanceInputHash != "" {
			t.Fatalf("localized hash must stay empty on empty LLM desc: %+v", lf)
		}
	}
	joined := strings.Join(out.Notes, ";")
	if !strings.Contains(joined, "refused") && !strings.Contains(joined, "synthesized") && !strings.Contains(joined, "empty_description") {
		t.Fatalf("expected refuse/synthesize note, notes=%v", out.Notes)
	}
	if strings.TrimSpace(out.ProcessedDescription) == "" {
		t.Fatal("expected nonempty fallback/synth description")
	}
}

func TestLlmEnhanceHardRefuseReason(t *testing.T) {
	t.Parallel()
	if got := llmEnhanceHardRefuseReason("", "desc long enough"); got != "empty_name" {
		t.Fatalf("got %q", got)
	}
	if got := llmEnhanceHardRefuseReason("Category:", "desc long enough here for tests"); got != "prompt_leakage_name" {
		t.Fatalf("got %q", got)
	}
	if got := llmEnhanceHardRefuseReason("Widget", ""); got != "empty_description" {
		t.Fatalf("got %q", got)
	}
	if got := llmEnhanceHardRefuseReason("Widget", "A durable retail widget for everyday use with clear specs."); got != "" {
		t.Fatalf("got %q", got)
	}
}