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* AI test generator — when a PR opens, autopilot reads the diff, asks
* Claude to write tests for the new code, and either pushes a test
* commit onto the same branch or opens a follow-up PR against the PR's
* head branch. Every merged PR self-improves the test suite.
*
* Pipeline per PR:
* 1. Resolve the PR row + repo + owner.
* 2. Diff `base...head` to find files added/modified. Drop test
* files, configs, docs, and binary blobs.
* 3. For each surviving source file, ask Claude to write tests
* matching whatever framework sibling test files use. The model
* returns `{ patches: [{ path, new_content }] }` — the same envelope
* `ai-patch-generator.ts` uses, so the write path is shared.
* 4. `append-commit` mode — write each patch onto the PR's headBranch.
* `follow-up-pr` mode — write onto a fresh `ai-tests/<n>-<ts>`
* branch seeded from headBranch, then insert
* a new pullRequests row pointing at the new
* branch with base = original headBranch.
* 5. Mark with label `ai:added-tests` (created on the repo, surfaced
* via a marker comment on whichever PR is being decorated).
* 6. Audit `ai.tests.added` so operators can review uptake.
*
* Idempotent — if any prior tick already added the `ai:added-tests`
* marker (comment on the PR for append-commit; comment on the original
* PR for follow-up-pr) we skip. Callers fire-and-forget; we never throw.
*/
import { and, eq, like } from "drizzle-orm";
import type Anthropic from "@anthropic-ai/sdk";
import { db } from "../db";
import {
labels,
prComments,
pullRequests,
repositories,
users,
} from "../db/schema";
import {
createOrUpdateFileOnBranch,
getBlob,
getRepoPath,
refExists,
resolveRef,
updateRef,
} from "../git/repository";
import { config } from "./config";
import { audit } from "./notify";
import {
getAnthropic,
MODEL_SONNET,
extractText,
parseJsonResponse,
} from "./ai-client";
import { detectLanguage, detectTestFramework } from "./ai-tests";
/** Marker embedded in PR comments so subsequent ticks dedupe cleanly. */
export const AI_TESTS_MARKER = "<!-- gluecron-ai-tests:added -->";
/** Label name attached (and ensured present on the repo) for tagged PRs. */
export const AI_TESTS_LABEL = "ai:added-tests";
/** Existing PR-label marker we use to detect spec-generated PRs (avoid recursion). */
const AI_SPEC_LABEL = "ai:spec-implementation";
const AI_SPEC_PR_MARKER = "<!-- gluecron:ai-spec-implementation:v1 -->";
/** Default per-PR cap on how many new files we ask Claude to test in one run. */
export const MAX_FILES_PER_RUN = 5;
/** Hard cap on Claude prompt size — large source files get truncated. */
const MAX_SOURCE_BYTES_PER_FILE = 24_000;
/** Test-file path heuristics — skip writing tests for things that already are tests. */
const TEST_PATH_RX = /(^|\/)(__tests__|tests?|spec)(\/|$)|\.(test|spec)\.[a-z0-9]+$|(^|\/)test_[^/]+\.py$|_test\.go$/i;
/** Path prefixes / extensions we never propose to write tests for. */
const SKIP_PREFIX = [
".git/",
"node_modules/",
"dist/",
"build/",
".github/",
"drizzle/",
"public/",
"docs/",
".vscode/",
".gluecron/",
];
/** File extensions worth generating tests for. */
const CODE_EXT_RX = /\.(ts|tsx|js|jsx|mjs|cjs|mts|cts|py|go|rs|java|kt|rb)$/i;
/** Doc/config extensions to skip. */
const DOC_OR_CONFIG_RX = /\.(md|mdx|txt|json|yml|yaml|toml|ini|env|lock|lockb|svg|png|jpg|jpeg|gif|webp|ico|pdf|woff|woff2|ttf|otf|css|scss)$/i;
// ---------------------------------------------------------------------------
// Public types
// ---------------------------------------------------------------------------
export type TestGenMode = "append-commit" | "follow-up-pr";
export interface GenerateTestsForPrArgs {
prId: string;
mode: TestGenMode;
/** Optional Anthropic client override (tests). */
client?: Pick<Anthropic, "messages">;
/** Optional file-list override (tests). Bypasses git diff scan. */
changedFilesOverride?: string[];
/** Optional per-file source resolver (tests). Bypasses getBlob. */
resolveSource?: (path: string) => Promise<string | null>;
/** Optional cap on files per run. */
maxFiles?: number;
}
export interface GenerateTestsForPrResult {
ok: boolean;
/** Branch the test commit(s) landed on. */
branch?: string;
/** New PR number when mode='follow-up-pr'. */
prNumber?: number;
/** Reason for ok=false. */
error?: string;
/** Number of test files written. */
written?: number;
/** Whether we short-circuited via the idempotent dedupe. */
alreadyDone?: boolean;
}
interface ClaudeTestPatch {
path: string;
new_content: string;
}
interface ClaudeTestResponse {
patches?: ClaudeTestPatch[];
}
interface PrFacts {
pr: {
id: string;
number: number;
title: string;
body: string | null;
baseBranch: string;
headBranch: string;
repositoryId: string;
authorId: string;
state: string;
};
ownerName: string;
repoName: string;
repoOwnerId: string;
defaultBranch: string;
}
// ---------------------------------------------------------------------------
// Pure helpers — exported so the test suite can pin invariants
// ---------------------------------------------------------------------------
/**
* Decide whether a given changed file path is worth asking Claude to test.
* Drops test files, configs, docs, build output, binaries, and anything
* outside the project's source layout heuristic.
*/
export function isCandidateSourceFile(path: string): boolean {
if (!path || typeof path !== "string") return false;
if (path.includes("..")) return false;
if (SKIP_PREFIX.some((p) => path.startsWith(p))) return false;
if (TEST_PATH_RX.test(path)) return false;
if (DOC_OR_CONFIG_RX.test(path)) return false;
if (!CODE_EXT_RX.test(path)) return false;
return true;
}
/**
* Build the per-file prompt that asks Claude to write tests. Pure so it's
* easy to assert against in unit tests.
*/
export function buildTestsForPrPrompt(args: {
filePath: string;
language: string;
framework: string;
sourceCode: string;
prTitle: string;
}): string {
const trimmed =
args.sourceCode.length > MAX_SOURCE_BYTES_PER_FILE
? args.sourceCode.slice(0, MAX_SOURCE_BYTES_PER_FILE) +
"\n// ... (truncated)"
: args.sourceCode;
return [
"Write tests for the new code below. Match the existing test framework",
"the repository already uses — look at the framework hint and write idioms",
"that fit (do not introduce a new test runner).",
"",
`**Pull request:** ${args.prTitle}`,
`**Source file:** \`${args.filePath}\``,
`**Language:** ${args.language}`,
`**Framework:** ${args.framework}`,
"",
"Source file contents:",
"```",
trimmed,
"```",
"",
"Respond ONLY with JSON of this exact shape:",
"{",
' "patches": [',
' { "path": "path/to/new/test/file", "new_content": "FULL file contents" }',
" ]",
"}",
"",
"Rules:",
"- Return an empty patches array if you cannot write meaningful tests safely.",
"- new_content MUST be the entire file (not a diff).",
"- Pick a sensible test-file path that matches the repo's conventions for",
` framework \`${args.framework}\` (e.g. \`src/__tests__/<name>.test.ts\``,
" for bun:test, `test_<name>.py` for pytest, `<name>_test.go` for go test).",
"- Tests SHOULD compile/import cleanly and exercise the file's public surface.",
"- Use realistic assertions; avoid `expect(true).toBe(true)` placeholders.",
"- Do not modify the source file — only emit new test files.",
].join("\n");
}
/**
* Compute a unique branch name for follow-up-pr mode. Caller can override
* for deterministic test output.
*/
export function testsBranchName(prNumber: number, override?: string): string {
if (override && override.trim()) return override.trim();
return `ai-tests/pr-${prNumber}-${Date.now()}`;
}
// ---------------------------------------------------------------------------
// Internal helpers
// ---------------------------------------------------------------------------
/**
* Look up the PR + repo + owner row in one go. Returns null if any link
* is missing so callers bail before touching git.
*/
async function loadPrFacts(prId: string): Promise<PrFacts | null> {
try {
const [row] = await db
.select({
prId: pullRequests.id,
prNumber: pullRequests.number,
prTitle: pullRequests.title,
prBody: pullRequests.body,
baseBranch: pullRequests.baseBranch,
headBranch: pullRequests.headBranch,
repositoryId: pullRequests.repositoryId,
authorId: pullRequests.authorId,
state: pullRequests.state,
ownerName: users.username,
repoName: repositories.name,
repoOwnerId: repositories.ownerId,
defaultBranch: repositories.defaultBranch,
})
.from(pullRequests)
.innerJoin(repositories, eq(repositories.id, pullRequests.repositoryId))
.innerJoin(users, eq(users.id, repositories.ownerId))
.where(eq(pullRequests.id, prId))
.limit(1);
if (!row) return null;
return {
pr: {
id: row.prId,
number: row.prNumber,
title: row.prTitle,
body: row.prBody,
baseBranch: row.baseBranch,
headBranch: row.headBranch,
repositoryId: row.repositoryId,
authorId: row.authorId,
state: row.state,
},
ownerName: row.ownerName,
repoName: row.repoName,
repoOwnerId: row.repoOwnerId,
defaultBranch: row.defaultBranch,
};
} catch (err) {
console.warn(
"[ai-test-generator] loadPrFacts failed:",
err instanceof Error ? err.message : err
);
return null;
}
}
/**
* Best-effort list of files changed between baseBranch...headBranch.
* Returns just paths (no patch text — we re-read each file from the
* head ref via getBlob so Claude sees the final state, not the diff).
*/
async function listChangedSourceFiles(
ownerName: string,
repoName: string,
baseBranch: string,
headBranch: string
): Promise<string[]> {
try {
const cwd = getRepoPath(ownerName, repoName);
const proc = Bun.spawn(
["git", "diff", "--name-only", `${baseBranch}...${headBranch}`],
{ cwd, stdout: "pipe", stderr: "pipe" }
);
const text = await new Response(proc.stdout).text();
await proc.exited;
return text
.split("\n")
.map((s) => s.trim())
.filter(Boolean);
} catch (err) {
console.warn(
"[ai-test-generator] listChangedSourceFiles failed:",
err instanceof Error ? err.message : err
);
return [];
}
}
/**
* List every blob in the repo at `ref`. Used to derive the framework hint
* (jest vs vitest vs bun:test vs pytest, etc.) via `detectTestFramework`.
*/
async function listRepoFiles(
ownerName: string,
repoName: string,
ref: string,
cap = 2000
): Promise<string[]> {
try {
const cwd = getRepoPath(ownerName, repoName);
const proc = Bun.spawn(
["git", "ls-tree", "-r", "--name-only", ref],
{ cwd, stdout: "pipe", stderr: "pipe" }
);
const text = await new Response(proc.stdout).text();
await proc.exited;
return text
.split("\n")
.map((s) => s.trim())
.filter(Boolean)
.slice(0, cap);
} catch {
return [];
}
}
/**
* Look for an existing `ai:added-tests` marker comment on the given PR.
* Returns true if found — caller short-circuits.
*/
async function alreadyTagged(pullRequestId: string): Promise<boolean> {
try {
const rows = await db
.select({ id: prComments.id })
.from(prComments)
.where(
and(
eq(prComments.pullRequestId, pullRequestId),
like(prComments.body, `%${AI_TESTS_MARKER}%`)
)
)
.limit(1);
return rows.length > 0;
} catch {
return false;
}
}
/**
* Look for an existing follow-up tests PR that targets this PR's head
* branch. The dedup is keyed off the PR body marker we always write, so
* a previously-opened follow-up never gets re-opened.
*/
async function alreadyHasFollowUpPr(
repositoryId: string,
originalPrNumber: number
): Promise<boolean> {
try {
const needle = `${AI_TESTS_MARKER}\nfor PR #${originalPrNumber}`;
const rows = await db
.select({ id: pullRequests.id })
.from(pullRequests)
.where(
and(
eq(pullRequests.repositoryId, repositoryId),
like(pullRequests.body, `%${needle}%`)
)
)
.limit(1);
return rows.length > 0;
} catch {
return false;
}
}
/**
* Does the PR look AI-generated by spec-to-PR? We avoid recursing on
* those (the spec already produced both code + tests in most cases).
*/
export function looksLikeSpecPr(prBody: string | null | undefined): boolean {
if (!prBody) return false;
return prBody.includes(AI_SPEC_PR_MARKER) || prBody.includes(AI_SPEC_LABEL);
}
/**
* Ensure the `ai:added-tests` label row exists on the repo. Best-effort —
* label is a UX nicety, not load-bearing. Mirrors `ensurePatchLabel` from
* ai-patch-generator.
*/
async function ensureTestsLabel(repositoryId: string): Promise<void> {
try {
await db
.insert(labels)
.values({
repositoryId,
name: AI_TESTS_LABEL,
color: "#3fb950",
description:
"Tests auto-generated by Gluecron AI from a pull request diff",
})
.onConflictDoNothing?.();
} catch (err) {
console.warn(
"[ai-test-generator] ensureTestsLabel failed:",
err instanceof Error ? err.message : err
);
}
}
/**
* Ask Claude for tests. Returns parsed `{ patches }` or null on any
* failure (network, parse error, no key). Caller treats null as a skip.
*/
async function askClaudeForTests(
client: Pick<Anthropic, "messages">,
args: {
filePath: string;
language: string;
framework: string;
sourceCode: string;
prTitle: string;
}
): Promise<ClaudeTestResponse | null> {
try {
const message = await client.messages.create({
model: MODEL_SONNET,
max_tokens: 4096,
messages: [
{ role: "user", content: buildTestsForPrPrompt(args) },
],
});
const text = extractText(message);
const parsed = parseJsonResponse<ClaudeTestResponse>(text);
if (!parsed) return null;
return parsed;
} catch (err) {
console.warn(
"[ai-test-generator] Claude call failed:",
err instanceof Error ? err.message : err
);
return null;
}
}
/**
* Seed `branch` from `parentSha` if it doesn't yet exist. Returns true on
* success or if it already exists.
*/
async function ensureBranchAt(
ownerName: string,
repoName: string,
branch: string,
parentSha: string
): Promise<boolean> {
const fullRef = `refs/heads/${branch}`;
if (await refExists(ownerName, repoName, fullRef)) return true;
return updateRef(ownerName, repoName, fullRef, parentSha);
}
/**
* Drop the marker comment on `pullRequestId` so the next tick's dedupe
* sees us. Best-effort — failures are logged but don't stop the run.
*/
async function dropMarkerComment(
pullRequestId: string,
authorId: string,
bodySuffix: string
): Promise<void> {
try {
await db.insert(prComments).values({
pullRequestId,
authorId,
isAiReview: true,
body: `${AI_TESTS_MARKER}\n${bodySuffix}`,
});
} catch (err) {
console.warn(
"[ai-test-generator] dropMarkerComment failed:",
err instanceof Error ? err.message : err
);
}
}
// ---------------------------------------------------------------------------
// Main entry point
// ---------------------------------------------------------------------------
/**
* Generate tests for a PR. Returns a structured result; never throws.
*
* `mode='append-commit'`:
* Writes each generated test file onto the PR's existing headBranch.
* Surfaces the marker as a comment on the original PR.
*
* `mode='follow-up-pr'`:
* Branches off the PR's headBranch into `ai-tests/pr-<n>-<ts>`, writes
* each test file, then opens a new PR targeting the original headBranch
* as base. Surfaces the marker on both PRs.
*/
export async function generateTestsForPr(
args: GenerateTestsForPrArgs
): Promise<GenerateTestsForPrResult> {
// 1. Resolve client. Lazy so tests can inject without an API key.
let client: Pick<Anthropic, "messages">;
if (args.client) {
client = args.client;
} else {
if (!config.anthropicApiKey) {
return { ok: false, error: "ANTHROPIC_API_KEY not configured" };
}
try {
client = getAnthropic();
} catch {
return { ok: false, error: "Failed to construct Anthropic client" };
}
}
// 2. Load PR row + repo + owner.
const facts = await loadPrFacts(args.prId);
if (!facts) return { ok: false, error: "PR not found" };
// 3. Avoid recursion on spec-driven PRs.
if (looksLikeSpecPr(facts.pr.body)) {
return { ok: false, error: "PR is AI-generated (ai:spec-implementation); skipping" };
}
// 4. Idempotency — both modes write a marker on the original PR.
if (await alreadyTagged(facts.pr.id)) {
return { ok: true, alreadyDone: true, written: 0 };
}
if (
args.mode === "follow-up-pr" &&
(await alreadyHasFollowUpPr(facts.pr.repositoryId, facts.pr.number))
) {
return { ok: true, alreadyDone: true, written: 0 };
}
// 5. Discover changed source files.
const allChanged =
args.changedFilesOverride ??
(await listChangedSourceFiles(
facts.ownerName,
facts.repoName,
facts.pr.baseBranch,
facts.pr.headBranch
));
const candidates = allChanged.filter(isCandidateSourceFile);
const cap = Math.max(1, args.maxFiles ?? MAX_FILES_PER_RUN);
const sliced = candidates.slice(0, cap);
if (sliced.length === 0) {
return { ok: false, error: "No candidate source files in diff" };
}
// 6. Framework hint via existing detector + repo tree listing.
const repoFiles = await listRepoFiles(
facts.ownerName,
facts.repoName,
facts.pr.headBranch
);
// 7. Resolve the head sha — needed both to seed a follow-up branch and
// to read source files at the head state.
const headSha = await resolveRef(
facts.ownerName,
facts.repoName,
facts.pr.headBranch
);
if (!headSha) {
return { ok: false, error: "Could not resolve head branch sha" };
}
// 8. Determine the branch we'll write commits to.
let writeBranch = facts.pr.headBranch;
if (args.mode === "follow-up-pr") {
writeBranch = testsBranchName(facts.pr.number);
const seeded = await ensureBranchAt(
facts.ownerName,
facts.repoName,
writeBranch,
headSha
);
if (!seeded) {
return { ok: false, error: `Could not seed branch ${writeBranch}` };
}
}
// 9. Per-file Claude loop. Each file's test patches are written
// individually so a single failure can't lose all the work.
await ensureTestsLabel(facts.pr.repositoryId);
const written: string[] = [];
const skipped: string[] = [];
for (const sourcePath of sliced) {
const sourceContent =
args.resolveSource !== undefined
? await args.resolveSource(sourcePath)
: await readSourceContent(
facts.ownerName,
facts.repoName,
facts.pr.headBranch,
sourcePath
);
if (sourceContent == null || sourceContent === "") {
skipped.push(sourcePath);
continue;
}
const language = detectLanguage(sourcePath);
const framework = detectTestFramework(language, repoFiles);
const claudeRes = await askClaudeForTests(client, {
filePath: sourcePath,
language,
framework,
sourceCode: sourceContent,
prTitle: facts.pr.title,
});
if (!claudeRes || !Array.isArray(claudeRes.patches) || claudeRes.patches.length === 0) {
skipped.push(sourcePath);
continue;
}
for (const patch of claudeRes.patches) {
if (
!patch ||
typeof patch.path !== "string" ||
typeof patch.new_content !== "string"
) {
continue;
}
// Safety: only allow new files inside the repo, with a test-file
// shaped path. We deliberately reject patches that try to rewrite
// the source file (Claude's job is to ADD tests, not edit code).
if (patch.path === sourcePath) continue;
if (patch.path.includes("..") || patch.path.startsWith("/")) continue;
const res = await createOrUpdateFileOnBranch({
owner: facts.ownerName,
name: facts.repoName,
branch: writeBranch,
filePath: patch.path,
bytes: new TextEncoder().encode(patch.new_content),
message: `test(ai): add tests for ${sourcePath}`,
authorName: "Gluecron AI",
authorEmail: "ai@gluecron.com",
});
if ("error" in res) {
skipped.push(patch.path);
continue;
}
written.push(patch.path);
}
}
if (written.length === 0) {
return {
ok: false,
error: "Claude produced no usable test patches",
written: 0,
};
}
// 10. Decorate the right PR(s) with the marker + label citation.
if (args.mode === "append-commit") {
await dropMarkerComment(
facts.pr.id,
facts.repoOwnerId,
[
`Applied label: \`${AI_TESTS_LABEL}\``,
`Added ${written.length} test file${written.length === 1 ? "" : "s"} on \`${writeBranch}\`:`,
...written.map((p) => `- \`${p}\``),
].join("\n")
);
await audit({
userId: null,
action: "ai.tests.added",
repositoryId: facts.pr.repositoryId,
targetType: "pull_request",
targetId: facts.pr.id,
metadata: {
mode: args.mode,
prNumber: facts.pr.number,
branch: writeBranch,
written,
},
});
return {
ok: true,
branch: writeBranch,
written: written.length,
};
}
// follow-up-pr mode — open the new PR targeting the original headBranch.
let newPrNumber: number | null = null;
let newPrId: string | null = null;
try {
const body = renderFollowUpPrBody({
originalPrNumber: facts.pr.number,
branch: writeBranch,
written,
});
const [pr] = await db
.insert(pullRequests)
.values({
repositoryId: facts.pr.repositoryId,
authorId: facts.repoOwnerId,
title: `[tests] +tests for #${facts.pr.number}`,
body,
baseBranch: facts.pr.headBranch,
headBranch: writeBranch,
isDraft: false,
})
.returning({ number: pullRequests.number, id: pullRequests.id });
if (pr) {
newPrNumber = pr.number;
newPrId = pr.id;
}
} catch (err) {
console.warn(
"[ai-test-generator] follow-up PR insert failed:",
err instanceof Error ? err.message : err
);
}
// Always drop the marker on the ORIGINAL PR so future ticks dedupe.
await dropMarkerComment(
facts.pr.id,
facts.repoOwnerId,
[
`Applied label: \`${AI_TESTS_LABEL}\``,
newPrNumber
? `Opened follow-up tests PR #${newPrNumber} → \`${writeBranch}\``
: `Tests pushed to branch \`${writeBranch}\` (PR insert failed).`,
...written.map((p) => `- \`${p}\``),
].join("\n")
);
// Also drop a marker on the follow-up PR itself so direct lookups work.
if (newPrId) {
await dropMarkerComment(
newPrId,
facts.repoOwnerId,
`Applied label: \`${AI_TESTS_LABEL}\``
);
}
await audit({
userId: null,
action: "ai.tests.added",
repositoryId: facts.pr.repositoryId,
targetType: "pull_request",
targetId: facts.pr.id,
metadata: {
mode: args.mode,
prNumber: facts.pr.number,
followUpPrNumber: newPrNumber,
branch: writeBranch,
written,
},
});
return {
ok: true,
branch: writeBranch,
prNumber: newPrNumber ?? undefined,
written: written.length,
};
}
/**
* Render the PR body for the follow-up tests PR. Pure helper exported
* for tests.
*/
export function renderFollowUpPrBody(args: {
originalPrNumber: number;
branch: string;
written: string[];
}): string {
const files = args.written.map((p) => `- \`${p}\``).join("\n");
return [
`${AI_TESTS_MARKER}`,
`for PR #${args.originalPrNumber}`,
"",
`## +tests for #${args.originalPrNumber}`,
"",
"Gluecron AI scanned the source changes in this PR's branch and added",
"tests that match the repository's existing test framework.",
"",
`Branch: \`${args.branch}\``,
"",
"### Files added",
files || "_(none)_",
"",
"---",
"",
`Labels: \`${AI_TESTS_LABEL}\``,
"",
"_Auto-generated by Gluecron AI. Review every assertion before merging._",
].join("\n");
}
/**
* Read a file from the bare repo at the given ref, returning its text or
* null when missing/binary/too-large.
*/
async function readSourceContent(
ownerName: string,
repoName: string,
ref: string,
path: string
): Promise<string | null> {
try {
const blob = await getBlob(ownerName, repoName, ref, path);
if (!blob) return null;
if (blob.isBinary) return null;
return blob.content;
} catch {
return null;
}
}
/**
* Test-only re-exports of internal helpers.
*/
export const __test = {
loadPrFacts,
listChangedSourceFiles,
listRepoFiles,
alreadyTagged,
alreadyHasFollowUpPr,
ensureTestsLabel,
ensureBranchAt,
readSourceContent,
askClaudeForTests,
dropMarkerComment,
};
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