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Route proposal modules through embedded PromptKit definitions

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This commit is contained in:
Eric Rakestraw
2026-09-24 02:03:08 +00:00
parent c8a78bf024
commit f577847ca2
19 changed files with 177 additions and 460 deletions
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2
internal/modules/glossary/module.go
View File

@@ -39,6 +39,6 @@ func (m *Module) Propose(ctx context.Context, req contracts.ProposalRequest) (co
return proposal_generation.ExecuteModuleProposal(ctx, proposal_generation.ModuleProposalRequest{
ProposalRequest: req,
PromptID: prompts.PromptIDModuleGlossaryProposal,
BuildMessages: BuildProposalMessages,
BuildVariables: proposal_generation.BuildProposalVariables,
})
}

66
internal/modules/glossary/module_test.go
View File

@@ -8,11 +8,13 @@ import (
"strings"
"testing"
ck "gitea.maximumdirect.net/eric/ConfigKit"
"gitea.maximumdirect.net/eric/audita/internal/core/config"
"gitea.maximumdirect.net/eric/audita/internal/core/schema"
"gitea.maximumdirect.net/eric/audita/internal/framework/contracts"
"gitea.maximumdirect.net/eric/audita/internal/framework/proposal_generation"
"gitea.maximumdirect.net/eric/audita/internal/framework/proposals"
"gitea.maximumdirect.net/eric/audita/internal/prompts"
)
type fakeLLMClient struct {
@@ -60,55 +62,6 @@ func tinyGlossary() *schema.Glossary {
}}
}
func TestBuildProposalMessagesContainsGlossaryContextAndConstraints(t *testing.T) {
msgs, err := BuildProposalMessages(tinyTranscript(), tinyGlossary(), 0, "")
if err != nil {
t.Fatalf("BuildProposalMessages error: %v", err)
}
if len(msgs) != 2 {
t.Fatalf("expected 2 messages, got %d", len(msgs))
}
combined := msgs[0].Content + "\n" + msgs[1].Content
for _, want := range []string{
"Glossary:",
"Transcript section:",
`"section_index": 0`,
`"Aliases":`,
`"Jester"`,
`"Category": "faction"`,
`"Summary": "Guild members"`,
`"Plural": "Jesters"`,
"glossary-supported corrections",
"acoustically similar",
"Do not make generic grammar, spelling, capitalization, style, or filler-word edits",
} {
if !strings.Contains(combined, want) {
t.Fatalf("expected prompt to contain %q", want)
}
}
if strings.Contains(strings.ToLower(combined), "summarize the transcript") {
t.Fatalf("prompt should not invite summarization")
}
}
func TestBuildProposalMessagesIncludesTranscriptDescriptionGuidance(t *testing.T) {
msgs, err := BuildProposalMessages(tinyTranscript(), tinyGlossary(), 0, "Campaign scene in a crowded harbor.")
if err != nil {
t.Fatalf("BuildProposalMessages error: %v", err)
}
combined := msgs[0].Content + "\n" + msgs[1].Content
for _, want := range []string{
"Transcript description (background context only):",
"Campaign scene in a crowded harbor.",
"must not override the transcript content",
"Do not invent corrections, facts, names, events, motivations, or speaker intent based on this description.",
} {
if !strings.Contains(combined, want) {
t.Fatalf("expected prompt to contain %q", want)
}
}
}
func TestGlossaryModuleReplacementPolicy(t *testing.T) {
m, err := New()
if err != nil {
@@ -155,8 +108,12 @@ func TestGlossaryModuleProposeMapsCorrectionsAndWritesDiagnostics(t *testing.T)
},
}
scheduler := &countingScheduler{}
cfg := config.Default()
cfg.PrimaryLLM.APIKey = secret
t.Setenv("MODULE_SECRET", secret)
loaded, loadErr := config.Load(ck.Bytes("config.yml", []byte("version: 2\nbackends:\n offline:\n endpoint: https://offline.invalid/v1\n credential: MODULE_SECRET\nllm:\n proposal_profile: base\n")), "")
if loadErr != nil {
t.Fatal(loadErr)
}
cfg := loaded.Config
m, err := New()
if err != nil {
t.Fatalf("New error: %v", err)
@@ -183,9 +140,14 @@ func TestGlossaryModuleProposeMapsCorrectionsAndWritesDiagnostics(t *testing.T)
if scheduler.runs != 1 {
t.Fatalf("expected scheduler run count 1, got %d", scheduler.runs)
}
if len(client.calls) != 1 || client.calls[0].StageName != "glossary:proposal" {
if len(client.calls) != 1 || client.calls[0].PromptID != prompts.PromptIDModuleGlossaryProposal {
t.Fatalf("expected one glossary:proposal call, got %+v", client.calls)
}
call := client.calls[0]
if call.Schema != "correction_set" || call.Context.Role != "proposal" || !strings.Contains(call.Variables["SectionJSON"], "section_index") || !strings.Contains(call.Variables["GlossaryJSON"], "Jesters") {
t.Fatalf("proposal mapping incomplete: %+v", call)
}
if len(out.Proposals) != 1 || out.Proposals[0].CorrectedText != "Jesters" {
t.Fatalf("unexpected proposals: %+v", out)
}

37
internal/modules/glossary/prompt.go
View File

@@ -1,37 +0,0 @@
package glossary
import (
"encoding/json"
"fmt"
"gitea.maximumdirect.net/eric/audita/internal/core/schema"
"gitea.maximumdirect.net/eric/audita/internal/framework/contracts"
"gitea.maximumdirect.net/eric/audita/internal/framework/promptcontext"
"gitea.maximumdirect.net/eric/audita/internal/prompts"
)
func BuildProposalMessages(transcript *schema.Transcript, glossary *schema.Glossary, sectionIndex int, transcriptDescription string) ([]contracts.LLMMessage, error) {
glossaryJSON, err := json.MarshalIndent(glossary, "", " ")
if err != nil {
return nil, fmt.Errorf("marshal glossary prompt context: %w", err)
}
sectionJSON, err := promptcontext.MarshalTranscriptSectionJSON(transcript, sectionIndex)
if err != nil {
return nil, fmt.Errorf("marshal transcript prompt context: %w", err)
}
system, user, _, err := prompts.RenderUserSystem(prompts.PromptIDModuleGlossaryProposal, map[string]string{
"TranscriptDescriptionBlock": promptcontext.TranscriptDescriptionBlock(transcriptDescription),
"GlossaryJSON": string(glossaryJSON),
"SectionJSON": string(sectionJSON),
})
if err != nil {
return nil, err
}
return []contracts.LLMMessage{
{Role: "system", Content: system},
{Role: "user", Content: user},
}, nil
}

2
internal/modules/grammar/module.go
View File

@@ -39,6 +39,6 @@ func (m *Module) Propose(ctx context.Context, req contracts.ProposalRequest) (co
return proposal_generation.ExecuteModuleProposal(ctx, proposal_generation.ModuleProposalRequest{
ProposalRequest: req,
PromptID: prompts.PromptIDModuleGrammarProposal,
BuildMessages: BuildProposalMessages,
BuildVariables: proposal_generation.BuildProposalVariables,
})
}

58
internal/modules/grammar/module_test.go
View File

@@ -8,11 +8,13 @@ import (
"strings"
"testing"
ck "gitea.maximumdirect.net/eric/ConfigKit"
"gitea.maximumdirect.net/eric/audita/internal/core/config"
"gitea.maximumdirect.net/eric/audita/internal/core/schema"
"gitea.maximumdirect.net/eric/audita/internal/framework/contracts"
"gitea.maximumdirect.net/eric/audita/internal/framework/proposal_generation"
"gitea.maximumdirect.net/eric/audita/internal/framework/proposals"
"gitea.maximumdirect.net/eric/audita/internal/prompts"
)
type fakeLLMClient struct {
@@ -70,47 +72,6 @@ func tinyGlossary() *schema.Glossary {
}}
}
func TestBuildProposalMessagesConstraints(t *testing.T) {
msgs, err := BuildProposalMessages(tinyTranscript(), tinyGlossary(), 0, "")
if err != nil {
t.Fatalf("BuildProposalMessages error: %v", err)
}
if len(msgs) != 2 {
t.Fatalf("expected 2 messages, got %d", len(msgs))
}
combined := msgs[0].Content + "\n" + msgs[1].Content
for _, want := range []string{
"Transcript section:",
"Protected glossary/context:",
`"section_index": 0`,
"punctuation, capitalization, spacing, and article cleanup only",
"Do not make word substitutions",
"Do not return speaker, start, or end fields",
`"id": 1`,
} {
if !strings.Contains(combined, want) {
t.Fatalf("expected prompt to contain %q", want)
}
}
if strings.Contains(strings.ToLower(combined), "summarize") {
t.Fatalf("prompt should not invite summarization")
}
}
func TestBuildProposalMessagesIncludesTranscriptDescriptionGuidance(t *testing.T) {
msgs, err := BuildProposalMessages(tinyTranscript(), tinyGlossary(), 0, "Courtroom exchange with formal titles.")
if err != nil {
t.Fatalf("BuildProposalMessages error: %v", err)
}
combined := msgs[0].Content + "\n" + msgs[1].Content
if !strings.Contains(combined, "Transcript description (background context only):") {
t.Fatalf("expected transcript description section in prompt")
}
if !strings.Contains(combined, "must not override the transcript content") {
t.Fatalf("expected no-override guidance in prompt")
}
}
func TestGrammarModuleReplacementPolicy(t *testing.T) {
m, err := New()
if err != nil {
@@ -157,8 +118,12 @@ func TestGrammarModuleProposeMapsCorrectionsAndWritesDiagnostics(t *testing.T) {
},
}
scheduler := &countingScheduler{}
cfg := config.Default()
cfg.PrimaryLLM.APIKey = secret
t.Setenv("MODULE_SECRET", secret)
loaded, loadErr := config.Load(ck.Bytes("config.yml", []byte("version: 2\nbackends:\n offline:\n endpoint: https://offline.invalid/v1\n credential: MODULE_SECRET\nllm:\n proposal_profile: base\n")), "")
if loadErr != nil {
t.Fatal(loadErr)
}
cfg := loaded.Config
module, err := New()
if err != nil {
t.Fatalf("New error: %v", err)
@@ -185,9 +150,14 @@ func TestGrammarModuleProposeMapsCorrectionsAndWritesDiagnostics(t *testing.T) {
if scheduler.runs != 1 {
t.Fatalf("expected scheduler run count 1, got %d", scheduler.runs)
}
if len(client.calls) != 1 || client.calls[0].StageName != "grammar:proposal" {
if len(client.calls) != 1 || client.calls[0].PromptID != prompts.PromptIDModuleGrammarProposal {
t.Fatalf("expected one grammar:proposal call, got %+v", client.calls)
}
call := client.calls[0]
if call.Schema != "correction_set" || call.Context.Role != "proposal" || !strings.Contains(call.Variables["SectionJSON"], "section_index") || !strings.Contains(call.Variables["GlossaryJSON"], "Jesters") {
t.Fatalf("proposal mapping incomplete: %+v", call)
}
if len(out.Proposals) != 1 || out.Proposals[0].CorrectedText != "Hello, world" {
t.Fatalf("unexpected proposals: %+v", out)
}

39
internal/modules/grammar/prompt.go
View File

@@ -1,39 +0,0 @@
package grammar
import (
"encoding/json"
"fmt"
"gitea.maximumdirect.net/eric/audita/internal/core/schema"
"gitea.maximumdirect.net/eric/audita/internal/framework/contracts"
"gitea.maximumdirect.net/eric/audita/internal/framework/promptcontext"
"gitea.maximumdirect.net/eric/audita/internal/prompts"
)
// BuildProposalMessages constrains corrections to punctuation/capitalization/
// spacing cleanup with strict meaning guards.
func BuildProposalMessages(transcript *schema.Transcript, glossary *schema.Glossary, sectionIndex int, transcriptDescription string) ([]contracts.LLMMessage, error) {
glossaryJSON, err := json.MarshalIndent(glossary, "", " ")
if err != nil {
return nil, fmt.Errorf("marshal glossary prompt context: %w", err)
}
sectionJSON, err := promptcontext.MarshalTranscriptSectionJSON(transcript, sectionIndex)
if err != nil {
return nil, fmt.Errorf("marshal transcript prompt context: %w", err)
}
system, user, _, err := prompts.RenderUserSystem(prompts.PromptIDModuleGrammarProposal, map[string]string{
"TranscriptDescriptionBlock": promptcontext.TranscriptDescriptionBlock(transcriptDescription),
"GlossaryJSON": string(glossaryJSON),
"SectionJSON": string(sectionJSON),
})
if err != nil {
return nil, err
}
return []contracts.LLMMessage{
{Role: "system", Content: system},
{Role: "user", Content: user},
}, nil
}

2
internal/modules/homophones/module.go
View File

@@ -39,6 +39,6 @@ func (m *Module) Propose(ctx context.Context, req contracts.ProposalRequest) (co
return proposal_generation.ExecuteModuleProposal(ctx, proposal_generation.ModuleProposalRequest{
ProposalRequest: req,
PromptID: prompts.PromptIDModuleHomophonesProposal,
BuildMessages: BuildProposalMessages,
BuildVariables: proposal_generation.BuildProposalVariables,
})
}

81
internal/modules/homophones/module_test.go
View File

@@ -8,12 +8,14 @@ import (
"strings"
"testing"
ck "gitea.maximumdirect.net/eric/ConfigKit"
"gitea.maximumdirect.net/eric/audita/internal/core/config"
"gitea.maximumdirect.net/eric/audita/internal/core/schema"
"gitea.maximumdirect.net/eric/audita/internal/framework/contracts"
"gitea.maximumdirect.net/eric/audita/internal/framework/proposal_generation"
"gitea.maximumdirect.net/eric/audita/internal/framework/proposals"
"gitea.maximumdirect.net/eric/audita/internal/framework/validators"
"gitea.maximumdirect.net/eric/audita/internal/prompts"
)
type fakeLLMClient struct {
@@ -61,70 +63,6 @@ func tinyGlossary() *schema.Glossary {
}}
}
func TestBuildProposalMessagesContainsContextAndConservativeConstraints(t *testing.T) {
msgs, err := BuildProposalMessages(tinyTranscript(), tinyGlossary(), 0, "")
if err != nil {
t.Fatalf("BuildProposalMessages error: %v", err)
}
if len(msgs) != 2 {
t.Fatalf("expected 2 messages, got %d", len(msgs))
}
combined := msgs[0].Content + "\n" + msgs[1].Content
for _, want := range []string{
"Protected glossary/context:",
"Transcript section:",
`"section_index": 0`,
`"Aliases":`,
`"Category": "faction"`,
`"Summary": "Guild members"`,
`"Plural": "Jesters"`,
"homophone correction assistant",
"mistranscriptions of spoken English",
"Do not add or remove punctuation",
"Do not return speaker, start, or end fields",
`"id": 1`,
} {
if !strings.Contains(combined, want) {
t.Fatalf("expected prompt to contain %q", want)
}
}
for _, forbidden := range []string{
"summarize the transcript",
"style rewrite",
"grammar cleanup",
"punctuation cleanup",
} {
if strings.Contains(strings.ToLower(combined), forbidden) {
t.Fatalf("prompt should not invite %q", forbidden)
}
}
}
func TestBuildProposalMessagesIncludesTranscriptDescriptionGuidance(t *testing.T) {
msgs, err := BuildProposalMessages(tinyTranscript(), tinyGlossary(), 0, "Tabletop session with fantasy names.")
if err != nil {
t.Fatalf("BuildProposalMessages error: %v", err)
}
combined := msgs[0].Content + "\n" + msgs[1].Content
if !strings.Contains(combined, "Transcript description (background context only):") {
t.Fatalf("expected transcript description section in prompt")
}
if !strings.Contains(combined, "must not override the transcript content") {
t.Fatalf("expected no-override guidance in prompt")
}
}
func TestBuildProposalMessagesOmitsTranscriptDescriptionSectionWhenEmpty(t *testing.T) {
msgs, err := BuildProposalMessages(tinyTranscript(), tinyGlossary(), 0, " ")
if err != nil {
t.Fatalf("BuildProposalMessages error: %v", err)
}
combined := msgs[0].Content + "\n" + msgs[1].Content
if strings.Contains(combined, "Transcript description (background context only):") {
t.Fatalf("did not expect empty transcript description section in prompt")
}
}
func TestHomophonesModuleReplacementPolicy(t *testing.T) {
m, err := New()
if err != nil {
@@ -171,8 +109,12 @@ func TestHomophonesModuleProposeMapsCorrectionsAndWritesDiagnostics(t *testing.T
},
}
scheduler := &countingScheduler{}
cfg := config.Default()
cfg.PrimaryLLM.APIKey = secret
t.Setenv("MODULE_SECRET", secret)
loaded, loadErr := config.Load(ck.Bytes("config.yml", []byte("version: 2\nbackends:\n offline:\n endpoint: https://offline.invalid/v1\n credential: MODULE_SECRET\nllm:\n proposal_profile: base\n")), "")
if loadErr != nil {
t.Fatal(loadErr)
}
cfg := loaded.Config
m, err := New()
if err != nil {
t.Fatalf("New error: %v", err)
@@ -199,9 +141,14 @@ func TestHomophonesModuleProposeMapsCorrectionsAndWritesDiagnostics(t *testing.T
if scheduler.runs != 1 {
t.Fatalf("expected scheduler run count 1, got %d", scheduler.runs)
}
if len(client.calls) != 1 || client.calls[0].StageName != "homophones:proposal" {
if len(client.calls) != 1 || client.calls[0].PromptID != prompts.PromptIDModuleHomophonesProposal {
t.Fatalf("expected one homophones:proposal call, got %+v", client.calls)
}
call := client.calls[0]
if call.Schema != "correction_set" || call.Context.Role != "proposal" || !strings.Contains(call.Variables["SectionJSON"], "section_index") || !strings.Contains(call.Variables["GlossaryJSON"], "Jesters") {
t.Fatalf("proposal mapping incomplete: %+v", call)
}
if len(out.Proposals) != 1 || out.Proposals[0].CorrectedText != "Jesters" {
t.Fatalf("unexpected proposals: %+v", out)
}

39
internal/modules/homophones/prompt.go
View File

@@ -1,39 +0,0 @@
package homophones
import (
"encoding/json"
"fmt"
"gitea.maximumdirect.net/eric/audita/internal/core/schema"
"gitea.maximumdirect.net/eric/audita/internal/framework/contracts"
"gitea.maximumdirect.net/eric/audita/internal/framework/promptcontext"
"gitea.maximumdirect.net/eric/audita/internal/prompts"
)
// BuildProposalMessages constrains corrections to conservative homophone and
// mistranscription updates.
func BuildProposalMessages(transcript *schema.Transcript, glossary *schema.Glossary, sectionIndex int, transcriptDescription string) ([]contracts.LLMMessage, error) {
glossaryJSON, err := json.MarshalIndent(glossary, "", " ")
if err != nil {
return nil, fmt.Errorf("marshal glossary prompt context: %w", err)
}
sectionJSON, err := promptcontext.MarshalTranscriptSectionJSON(transcript, sectionIndex)
if err != nil {
return nil, fmt.Errorf("marshal transcript prompt context: %w", err)
}
system, user, _, err := prompts.RenderUserSystem(prompts.PromptIDModuleHomophonesProposal, map[string]string{
"TranscriptDescriptionBlock": promptcontext.TranscriptDescriptionBlock(transcriptDescription),
"GlossaryJSON": string(glossaryJSON),
"SectionJSON": string(sectionJSON),
})
if err != nil {
return nil, err
}
return []contracts.LLMMessage{
{Role: "system", Content: system},
{Role: "user", Content: user},
}, nil
}

2
internal/modules/spoken_word/module.go
View File

@@ -39,6 +39,6 @@ func (m *Module) Propose(ctx context.Context, req contracts.ProposalRequest) (co
return proposal_generation.ExecuteModuleProposal(ctx, proposal_generation.ModuleProposalRequest{
ProposalRequest: req,
PromptID: prompts.PromptIDModuleSpokenWordProposal,
BuildMessages: BuildProposalMessages,
BuildVariables: proposal_generation.BuildProposalVariables,
})
}

68
internal/modules/spoken_word/module_test.go
View File

@@ -8,12 +8,14 @@ import (
"strings"
"testing"
ck "gitea.maximumdirect.net/eric/ConfigKit"
"gitea.maximumdirect.net/eric/audita/internal/core/config"
"gitea.maximumdirect.net/eric/audita/internal/core/schema"
"gitea.maximumdirect.net/eric/audita/internal/framework/contracts"
"gitea.maximumdirect.net/eric/audita/internal/framework/proposal_generation"
"gitea.maximumdirect.net/eric/audita/internal/framework/proposals"
"gitea.maximumdirect.net/eric/audita/internal/framework/validators"
"gitea.maximumdirect.net/eric/audita/internal/prompts"
)
type fakeLLMClient struct {
@@ -61,57 +63,6 @@ func tinyGlossary() *schema.Glossary {
}}
}
func TestBuildProposalMessagesContainsContextAndMeaningGuardrails(t *testing.T) {
msgs, err := BuildProposalMessages(tinyTranscript(), tinyGlossary(), 0, "")
if err != nil {
t.Fatalf("BuildProposalMessages error: %v", err)
}
if len(msgs) != 2 {
t.Fatalf("expected 2 messages, got %d", len(msgs))
}
combined := msgs[0].Content + "\n" + msgs[1].Content
for _, want := range []string{
"Protected glossary/context:",
"Transcript section:",
`"section_index": 0`,
`"Aliases":`,
`"Category": "faction"`,
`"Summary": "Guild members"`,
`"Plural": "Jesters"`,
"conservative spoken-word cleanup assistant",
"Preserve substantive meaning",
"Do not paraphrase, summarize, reorder ideas",
`"id": 1`,
} {
if !strings.Contains(combined, want) {
t.Fatalf("expected prompt to contain %q", want)
}
}
for _, forbidden := range []string{
"style rewriting",
"grammar-only cleanup",
"punctuation-only cleanup",
} {
if strings.Contains(strings.ToLower(combined), forbidden) {
t.Fatalf("prompt should not invite %q", forbidden)
}
}
}
func TestBuildProposalMessagesIncludesTranscriptDescriptionGuidance(t *testing.T) {
msgs, err := BuildProposalMessages(tinyTranscript(), tinyGlossary(), 0, "Participants are discussing raid logistics.")
if err != nil {
t.Fatalf("BuildProposalMessages error: %v", err)
}
combined := msgs[0].Content + "\n" + msgs[1].Content
if !strings.Contains(combined, "Transcript description (background context only):") {
t.Fatalf("expected transcript description section in prompt")
}
if !strings.Contains(combined, "Do not invent corrections, facts, names, events, motivations, or speaker intent based on this description.") {
t.Fatalf("expected anti-invention guidance in prompt")
}
}
func TestSpokenWordModuleReplacementPolicy(t *testing.T) {
m, err := New()
if err != nil {
@@ -158,8 +109,12 @@ func TestSpokenWordModuleProposeMapsCorrectionsAndWritesDiagnostics(t *testing.T
},
}
scheduler := &countingScheduler{}
cfg := config.Default()
cfg.PrimaryLLM.APIKey = secret
t.Setenv("MODULE_SECRET", secret)
loaded, loadErr := config.Load(ck.Bytes("config.yml", []byte("version: 2\nbackends:\n offline:\n endpoint: https://offline.invalid/v1\n credential: MODULE_SECRET\nllm:\n proposal_profile: base\n")), "")
if loadErr != nil {
t.Fatal(loadErr)
}
cfg := loaded.Config
m, err := New()
if err != nil {
t.Fatalf("New error: %v", err)
@@ -186,9 +141,14 @@ func TestSpokenWordModuleProposeMapsCorrectionsAndWritesDiagnostics(t *testing.T
if scheduler.runs != 1 {
t.Fatalf("expected scheduler run count 1, got %d", scheduler.runs)
}
if len(client.calls) != 1 || client.calls[0].StageName != "spoken_word:proposal" {
if len(client.calls) != 1 || client.calls[0].PromptID != prompts.PromptIDModuleSpokenWordProposal {
t.Fatalf("expected one spoken_word:proposal call, got %+v", client.calls)
}
call := client.calls[0]
if call.Schema != "correction_set" || call.Context.Role != "proposal" || !strings.Contains(call.Variables["SectionJSON"], "section_index") || !strings.Contains(call.Variables["GlossaryJSON"], "Jesters") {
t.Fatalf("proposal mapping incomplete: %+v", call)
}
if len(out.Proposals) != 1 || out.Proposals[0].CorrectedText != "I think" {
t.Fatalf("unexpected proposals: %+v", out)
}

39
internal/modules/spoken_word/prompt.go
View File

@@ -1,39 +0,0 @@
package spoken_word
import (
"encoding/json"
"fmt"
"gitea.maximumdirect.net/eric/audita/internal/core/schema"
"gitea.maximumdirect.net/eric/audita/internal/framework/contracts"
"gitea.maximumdirect.net/eric/audita/internal/framework/promptcontext"
"gitea.maximumdirect.net/eric/audita/internal/prompts"
)
// BuildProposalMessages constrains corrections to conservative dysfluency
// cleanup with strict semantic preservation.
func BuildProposalMessages(transcript *schema.Transcript, glossary *schema.Glossary, sectionIndex int, transcriptDescription string) ([]contracts.LLMMessage, error) {
glossaryJSON, err := json.MarshalIndent(glossary, "", " ")
if err != nil {
return nil, fmt.Errorf("marshal glossary prompt context: %w", err)
}
sectionJSON, err := promptcontext.MarshalTranscriptSectionJSON(transcript, sectionIndex)
if err != nil {
return nil, fmt.Errorf("marshal transcript prompt context: %w", err)
}
system, user, _, err := prompts.RenderUserSystem(prompts.PromptIDModuleSpokenWordProposal, map[string]string{
"TranscriptDescriptionBlock": promptcontext.TranscriptDescriptionBlock(transcriptDescription),
"GlossaryJSON": string(glossaryJSON),
"SectionJSON": string(sectionJSON),
})
if err != nil {
return nil, err
}
return []contracts.LLMMessage{
{Role: "system", Content: system},
{Role: "user", Content: user},
}, nil
}