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* Voice-to-PR — phone-first dictation pipeline.
*
* The `/voice` route captures a browser Web Speech API transcript and posts
* it here. This module turns that transcript into one of three outcomes:
*
* 1. `interpretVoiceTranscript` — sends the transcript to Claude with a
* tight classification prompt. Returns a discriminated union telling
* the route whether to treat the utterance as a *spec*, an *issue*,
* or "unclear" (ambiguous → user picks). The model also returns a
* polished title + body markdown so the eventual spec/issue isn't
* just raw dictation noise.
*
* 2. `shipAsSpec` — writes a `.gluecron/specs/voice-<slug>.md` file to
* the repo's default branch with `status: ready`. The autopilot loop
* (`autopilot-spec-to-pr.ts`) picks it up on the next tick and runs
* the full spec-to-PR pipeline against it. This is intentionally a
* thin wrapper around `createOrUpdateFileOnBranch` + the spec
* front-matter format — it reuses the existing flow rather than
* duplicating any of `runSpecToPr`.
*
* 3. `createIssueFromVoice` — inserts a row directly into the `issues`
* table mirroring `src/routes/issues.tsx`. Kept here so the route
* handler stays tiny and so the unit tests can exercise the flow
* without going through the HTTP layer.
*
* Hard contract:
* - No function throws. Every failure path returns
* `{ok:false, error:string}`.
* - When `ANTHROPIC_API_KEY` is missing, `interpretVoiceTranscript`
* returns a deterministic best-effort fallback so the demo still
* works on machines without an API key.
* - The shared layout / locked files are never touched here.
*/
import { and, eq } from "drizzle-orm";
import { db } from "../db";
import { issues, repositories, users } from "../db/schema";
import { createOrUpdateFileOnBranch } from "../git/repository";
import { config } from "./config";
import { serialiseSpec } from "./spec-to-pr";
// ---------------------------------------------------------------------------
// Public types
// ---------------------------------------------------------------------------
export type VoiceIntent = "spec" | "issue" | "unclear";
export interface VoiceInterpretation {
kind: VoiceIntent;
title: string;
body_markdown: string;
/** Optional hint surfaced by the model (e.g. "the dashboard repo"). */
target_repo_id_hint?: string;
}
export interface InterpretArgs {
transcript: string;
/** Optional list of the user's repos so the model can suggest one. */
knownRepos?: Array<{ id: string; fullName: string }>;
/** Test-only injection. */
client?: { call: (prompt: string) => Promise<string> };
}
export type InterpretResult =
| { ok: true; suggestion: VoiceInterpretation }
| { ok: false; error: string };
export interface ShipSpecArgs {
repositoryId: string;
transcript: string;
userId: string;
/** Override the deterministic slug — only used in tests. */
slugOverride?: string;
/** Pre-computed interpretation; lets the route reuse a single Claude call. */
interpretation?: VoiceInterpretation;
}
export type ShipSpecResult =
| {
ok: true;
specPath: string;
commitSha: string;
branch: string;
}
| { ok: false; error: string };
export interface CreateIssueArgs {
repositoryId: string;
transcript: string;
userId: string;
interpretation?: VoiceInterpretation;
}
export type CreateIssueResult =
| {
ok: true;
issueNumber: number;
ownerName: string;
repoName: string;
}
| { ok: false; error: string };
// ---------------------------------------------------------------------------
// Helpers
// ---------------------------------------------------------------------------
/**
* Derive a stable, URL-safe slug for the voice spec filename. Capped at 40
* chars so the resulting path stays short.
*/
export function voiceSlug(text: string): string {
const base = (text || "")
.toLowerCase()
.replace(/[^a-z0-9]+/g, "-")
.replace(/^-+|-+$/g, "")
.slice(0, 40);
return base || "voice-note";
}
/** Heuristic fallback used when the Claude API key is missing. */
function classifyHeuristically(transcript: string): VoiceInterpretation {
const t = transcript.trim();
const lower = t.toLowerCase();
const looksLikeBug =
/(bug|broken|crash|error|doesn'?t work|not working|regression|fails?)/i.test(
lower
);
const looksLikeFeature =
/(add|build|implement|create|wire up|ship|introduce|support)/i.test(lower);
const kind: VoiceIntent = looksLikeBug
? "issue"
: looksLikeFeature
? "spec"
: "unclear";
// First clause becomes the title; cap at 80 chars.
const firstClause =
t.split(/[.!?\n]/)[0]?.trim() || t.slice(0, 80) || "Voice note";
const title = firstClause.length > 80 ? `${firstClause.slice(0, 77)}...` : firstClause;
return {
kind,
title: title.replace(/^[a-z]/, (c) => c.toUpperCase()),
body_markdown: t,
};
}
/**
* Sanitise the model's response into a `VoiceInterpretation`. Anything that
* doesn't conform falls back to "unclear" so the UI shows the picker.
*/
export function normaliseInterpretation(
raw: unknown,
fallbackBody: string
): VoiceInterpretation {
if (!raw || typeof raw !== "object") {
return classifyHeuristically(fallbackBody);
}
const r = raw as Record<string, unknown>;
const kindRaw = typeof r.kind === "string" ? r.kind.toLowerCase() : "";
const kind: VoiceIntent =
kindRaw === "spec" || kindRaw === "issue" || kindRaw === "unclear"
? (kindRaw as VoiceIntent)
: "unclear";
const title =
typeof r.title === "string" && r.title.trim()
? r.title.trim().slice(0, 120)
: classifyHeuristically(fallbackBody).title;
const body =
typeof r.body_markdown === "string" && r.body_markdown.trim()
? r.body_markdown.trim()
: fallbackBody.trim();
const hint =
typeof r.target_repo_id_hint === "string" && r.target_repo_id_hint.trim()
? r.target_repo_id_hint.trim().slice(0, 200)
: undefined;
return { kind, title, body_markdown: body, target_repo_id_hint: hint };
}
/**
* Build the prompt sent to Claude. Kept in its own function so the test
* harness can assert on its contents if needed.
*/
export function buildInterpretPrompt(
transcript: string,
knownRepos: Array<{ id: string; fullName: string }>
): string {
const repoBlock =
knownRepos.length > 0
? `\n\nThe user's available repositories (id — name):\n${knownRepos
.slice(0, 25)
.map((r) => `- ${r.id} — ${r.fullName}`)
.join("\n")}`
: "";
return `You are classifying a phone-dictated note from a developer. They have just spoken into the Gluecron "voice-to-PR" feature and we need to decide what to do with their utterance.
The transcript:
"""
${transcript.trim().slice(0, 4000)}
"""${repoBlock}
Decide which of the following best fits:
- "spec" : the user is describing a feature or change they want built. The autopilot will turn this into a draft PR via spec-to-PR.
- "issue" : the user is reporting a bug, a question, or an observation that should be filed for discussion, not implemented immediately.
- "unclear": you can't confidently decide — let the user pick.
Polish the transcript into:
- A short imperative "title" (under 80 chars).
- A "body_markdown" expanding the request as a proper feature spec or bug report. Keep it faithful to what was said; do NOT invent acceptance criteria the user didn't mention. Format with short paragraphs or bullet lists where helpful.
Respond ONLY with JSON in this exact shape:
{
"kind": "spec" | "issue" | "unclear",
"title": "...",
"body_markdown": "...",
"target_repo_id_hint": "<repo-id from the list above, or omit>"
}`;
}
// ---------------------------------------------------------------------------
// interpretVoiceTranscript
// ---------------------------------------------------------------------------
/**
* Classify and polish a voice transcript. Never throws.
*
* Test injection: pass `client.call(prompt)` to swap out the real Claude
* call with a stub returning a JSON string.
*/
export async function interpretVoiceTranscript(
args: InterpretArgs
): Promise<InterpretResult> {
const transcript =
typeof args.transcript === "string" ? args.transcript.trim() : "";
if (!transcript) return { ok: false, error: "transcript is empty" };
// Graceful degrade — no key, no model, but still a usable response.
if (!args.client && !config.anthropicApiKey) {
return { ok: true, suggestion: classifyHeuristically(transcript) };
}
const prompt = buildInterpretPrompt(transcript, args.knownRepos || []);
// Test injection path.
if (args.client) {
try {
const text = await args.client.call(prompt);
const parsed = safeParseJson(text);
return {
ok: true,
suggestion: normaliseInterpretation(parsed, transcript),
};
} catch (err) {
return {
ok: false,
error: err instanceof Error ? err.message : "client.call threw",
};
}
}
// Real Claude call. Dynamic import keeps the SDK out of the test bundle
// and means a missing dep never crashes the route.
try {
const { getAnthropic, MODEL_SONNET, extractText } = await import(
"./ai-client"
);
const client = getAnthropic();
const msg = await client.messages.create({
model: MODEL_SONNET,
max_tokens: 1024,
messages: [{ role: "user", content: prompt }],
});
try {
const { recordAiCost, extractUsage } = await import(
"./ai-cost-tracker"
);
const usage = extractUsage(msg);
await recordAiCost({
model: MODEL_SONNET,
inputTokens: usage.input,
outputTokens: usage.output,
category: "voice",
sourceKind: "voice_transcript",
});
} catch {
/* swallow — best-effort */
}
const text = extractText(msg);
const parsed = safeParseJson(text);
return {
ok: true,
suggestion: normaliseInterpretation(parsed, transcript),
};
} catch (err) {
// Fall back to the heuristic so the demo doesn't dead-end on a 429.
const fallback = classifyHeuristically(transcript);
if (process.env.DEBUG_VOICE === "1") {
console.warn(
"[voice] Claude call failed, using heuristic:",
err instanceof Error ? err.message : err
);
}
return { ok: true, suggestion: fallback };
}
}
function safeParseJson(text: string): unknown {
if (!text) return null;
// Try a fenced block first.
const fenced = text.match(/```(?:json)?\s*(\{[\s\S]*?\})\s*```/);
const candidate = fenced ? fenced[1] : null;
if (candidate) {
try {
return JSON.parse(candidate);
} catch {
/* fall through */
}
}
const braced = text.match(/\{[\s\S]*\}/);
if (braced) {
try {
return JSON.parse(braced[0]);
} catch {
return null;
}
}
return null;
}
// ---------------------------------------------------------------------------
// shipAsSpec
// ---------------------------------------------------------------------------
/**
* Resolve repo + owner + author rows for a given repository / user combo.
* Returns null on any miss so callers can return a clean error.
*/
async function resolveRepoAndAuthor(
repositoryId: string,
userId: string
): Promise<
| {
ownerName: string;
repoName: string;
defaultBranch: string;
authorName: string;
authorEmail: string;
}
| null
> {
try {
const [row] = await db
.select({
repoName: repositories.name,
defaultBranch: repositories.defaultBranch,
ownerName: users.username,
})
.from(repositories)
.leftJoin(users, eq(users.id, repositories.ownerId))
.where(eq(repositories.id, repositoryId))
.limit(1);
if (!row || !row.ownerName) return null;
const [authorRow] = await db
.select({ username: users.username, email: users.email })
.from(users)
.where(eq(users.id, userId))
.limit(1);
if (!authorRow) return null;
return {
ownerName: row.ownerName,
repoName: row.repoName,
defaultBranch: row.defaultBranch || "main",
authorName: authorRow.username,
authorEmail:
authorRow.email || `${authorRow.username}@users.noreply.gluecron`,
};
} catch {
return null;
}
}
/**
* Commit a `.gluecron/specs/voice-<slug>.md` spec to the repo's default
* branch with `status: ready`. The autopilot picks it up on the next tick.
*/
export async function shipAsSpec(
args: ShipSpecArgs
): Promise<ShipSpecResult> {
const transcript =
typeof args.transcript === "string" ? args.transcript.trim() : "";
if (!transcript) return { ok: false, error: "transcript is empty" };
if (!args.repositoryId) return { ok: false, error: "repository_id required" };
if (!args.userId) return { ok: false, error: "userId required" };
const resolved = await resolveRepoAndAuthor(args.repositoryId, args.userId);
if (!resolved) return { ok: false, error: "repo or user not found" };
// Use the supplied interpretation when present, otherwise fall back to
// the heuristic so we always have a polished title.
const interp =
args.interpretation || classifyHeuristically(transcript);
const slug =
args.slugOverride && args.slugOverride.trim()
? voiceSlug(args.slugOverride)
: voiceSlug(interp.title || transcript);
// Stamp the filename with a short timestamp so back-to-back voice notes
// with the same slug don't collide on the autopilot dedup.
const specPath = `.gluecron/specs/voice-${slug}-${Date.now().toString(36)}.md`;
const fm: Record<string, string> = {
title: interp.title || "Voice spec",
status: "ready",
source: "voice-to-pr",
};
const body = `# ${interp.title || "Voice spec"}\n\n${interp.body_markdown || transcript}\n\n---\n\n_Captured via Gluecron voice-to-PR._\n`;
const content = serialiseSpec(fm, body);
const bytes = new TextEncoder().encode(content);
const res = await createOrUpdateFileOnBranch({
owner: resolved.ownerName,
name: resolved.repoName,
branch: resolved.defaultBranch,
filePath: specPath,
bytes,
message: `voice: ${interp.title || "captured spec"}`,
authorName: resolved.authorName,
authorEmail: resolved.authorEmail,
});
if ("error" in res) {
return { ok: false, error: `git write failed: ${res.error}` };
}
return {
ok: true,
specPath,
commitSha: res.commitSha,
branch: resolved.defaultBranch,
};
}
// ---------------------------------------------------------------------------
// createIssueFromVoice
// ---------------------------------------------------------------------------
/**
* Insert an issue row mirroring `src/routes/issues.tsx`. The route handler
* wires up the AI triage trigger separately so this function stays
* dependency-light + easy to test.
*/
export async function createIssueFromVoice(
args: CreateIssueArgs
): Promise<CreateIssueResult> {
const transcript =
typeof args.transcript === "string" ? args.transcript.trim() : "";
if (!transcript) return { ok: false, error: "transcript is empty" };
if (!args.repositoryId) return { ok: false, error: "repository_id required" };
if (!args.userId) return { ok: false, error: "userId required" };
let repoRow:
| {
id: string;
name: string;
issueCount: number;
ownerName: string | null;
}
| undefined;
try {
const [row] = await db
.select({
id: repositories.id,
name: repositories.name,
issueCount: repositories.issueCount,
ownerName: users.username,
})
.from(repositories)
.leftJoin(users, eq(users.id, repositories.ownerId))
.where(eq(repositories.id, args.repositoryId))
.limit(1);
repoRow = row;
} catch {
return { ok: false, error: "db lookup failed" };
}
if (!repoRow || !repoRow.ownerName) {
return { ok: false, error: "repo not found" };
}
const interp = args.interpretation || classifyHeuristically(transcript);
const title = (interp.title || transcript.slice(0, 80)).slice(0, 200);
const body = `${interp.body_markdown || transcript}\n\n---\n\n_Captured via Gluecron voice-to-PR._`;
try {
const [issue] = await db
.insert(issues)
.values({
repositoryId: repoRow.id,
authorId: args.userId,
title,
body,
})
.returning();
if (!issue) return { ok: false, error: "issue insert returned no row" };
// Best-effort counter update; mirrors src/routes/issues.tsx.
try {
await db
.update(repositories)
.set({ issueCount: (repoRow.issueCount || 0) + 1 })
.where(eq(repositories.id, repoRow.id));
} catch {
/* non-fatal */
}
return {
ok: true,
issueNumber: issue.number,
ownerName: repoRow.ownerName,
repoName: repoRow.name,
};
} catch (err) {
return {
ok: false,
error: `issue insert failed: ${err instanceof Error ? err.message : String(err)}`,
};
}
}
// ---------------------------------------------------------------------------
// Test-only exports
// ---------------------------------------------------------------------------
export const __voiceTest = {
classifyHeuristically,
safeParseJson,
resolveRepoAndAuthor,
};
/** True if access to the user's repo list should fan out (used by the route). */
export async function listUserRepos(
userId: string
): Promise<Array<{ id: string; fullName: string }>> {
try {
const rows = await db
.select({
id: repositories.id,
name: repositories.name,
ownerName: users.username,
})
.from(repositories)
.leftJoin(users, eq(users.id, repositories.ownerId))
.where(
and(
eq(repositories.ownerId, userId),
eq(repositories.isArchived, false)
)
)
.limit(100);
return rows
.filter((r) => r.ownerName)
.map((r) => ({ id: r.id, fullName: `${r.ownerName}/${r.name}` }));
} catch {
return [];
}
}
|