0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-26

Last Push

10.6K

Stars

TypeScript

Language

224.5K

Lines of Code

2.6K

Files

141

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 0.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 20 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.5/100 · LOW

Are imports declared and package/API names verified? 110 finding(s).

Agent Over-Engineering Ratio 0.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 17 finding(s).

PR Review Velocity Impact 3.6/100 · LOW

Which changes need focused human review? 141 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 0MEDIUM 12LOW 129

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 141 distinct pattern matches across 7 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Fake / Example Data110 hits · 114 pts

Severity	File	Line	Snippet	Context
LOW	AGENTS.md	58	- With `SKIP_ENV_CHECK=true`, environment transformations are skipped. In isolated Bun tests, supply parsed values such	CODE
LOW	…es/blocks/webhook/src/api/handleExecuteWebhook.test.ts	22	ADMIN_EMAIL: ["admin@example.com"],	CODE
LOW	…es/blocks/webhook/src/api/handleExecuteWebhook.test.ts	148	role === "admin" ? { ...user, email: "admin@example.com" } : user,	CODE
LOW⚡	…uth/src/helpers/recordFailedEmailSignInAttempt.test.ts	28	identifier: "user@example.com",	CODE
LOW⚡	…uth/src/helpers/recordFailedEmailSignInAttempt.test.ts	36	await recordFailedEmailSignInAttempt(store, "user@example.com");	CODE
LOW⚡	…uth/src/helpers/recordFailedEmailSignInAttempt.test.ts	37	await recordFailedEmailSignInAttempt(store, "user@example.com");	CODE
LOW⚡	…uth/src/helpers/recordFailedEmailSignInAttempt.test.ts	38	await recordFailedEmailSignInAttempt(store, "user@example.com");	CODE
LOW⚡	…uth/src/helpers/recordFailedEmailSignInAttempt.test.ts	39	await recordFailedEmailSignInAttempt(store, "user@example.com");	CODE
LOW⚡	…uth/src/helpers/recordFailedEmailSignInAttempt.test.ts	43	await recordFailedEmailSignInAttempt(store, "user@example.com");	CODE
LOW⚡	…uth/src/helpers/recordFailedEmailSignInAttempt.test.ts	51	identifier: "user@example.com",	CODE
LOW⚡	…uth/src/helpers/recordFailedEmailSignInAttempt.test.ts	59	await recordFailedEmailSignInAttempt(store, "user@example.com");	CODE
LOW⚡	…uth/src/helpers/recordFailedEmailSignInAttempt.test.ts	60	await recordFailedEmailSignInAttempt(store, "user@example.com");	CODE
LOW⚡	…uth/src/helpers/recordFailedEmailSignInAttempt.test.ts	61	await recordFailedEmailSignInAttempt(store, "user@example.com");	CODE
LOW⚡	…uth/src/helpers/recordFailedEmailSignInAttempt.test.ts	62	await recordFailedEmailSignInAttempt(store, "user@example.com");	CODE
LOW⚡	…uth/src/helpers/recordFailedEmailSignInAttempt.test.ts	63	await recordFailedEmailSignInAttempt(store, "user@example.com");	CODE
LOW	…uth/src/helpers/recordFailedEmailSignInAttempt.test.ts	95	identifier: "user@example.com",	CODE
LOW	…uth/src/helpers/recordFailedEmailSignInAttempt.test.ts	105	recordFailedEmailSignInAttempt(store, "user@example.com"),	CODE
LOW	packages/spaces/src/drivers/orpc/api.test.ts	54	email: "test@test.com",	CODE
LOW	packages/user/src/mockedUser.ts	5	name: "John Doe",	CODE
LOW	packages/forge/blocks/calCom/src/actions/bookEvent.ts	21	placeholder: "John Doe",	CODE
LOW⚡	packages/scripts/src/cli.test.ts	15	"user@example.com",	CODE
LOW⚡	packages/scripts/src/cli.test.ts	17	expect(getCliOption(["--email", "user@example.com"], "email")).toBe(	CODE
LOW⚡	packages/scripts/src/cli.test.ts	18	"user@example.com",	CODE
LOW	packages/scripts/src/cli.test.ts	42	).resolves.toEqual({ type: "email", value: "user@example.com" });	CODE
LOW	packages/scripts/src/helpers/destroyUser.test.ts	15	await destroyUserWithDependencies("user@example.com", dependencies);	CODE
LOW	packages/scripts/src/helpers/destroyUser.test.ts	31	members: [{ user: { email: "user@example.com" } }],	CODE
LOW	packages/scripts/src/helpers/destroyUser.test.ts	40	await destroyUserWithDependencies("user@example.com", dependencies);	CODE
LOW	packages/scripts/src/helpers/destroyUser.test.ts	69	{ user: { email: "user@example.com" } },	CODE
LOW	packages/scripts/src/helpers/destroyUser.test.ts	80	await destroyUserWithDependencies("user@example.com", dependencies);	CODE
LOW	packages/templates/src/typebots/onboarding.json	137	"placeholder": "Type the company name..."	CODE
LOW	packages/templates/src/typebots/faq.json	329	"placeholder": "Type your question..."	CODE
LOW	packages/templates/src/typebots/lead-gen-ai.json	132	"placeholder": "Type your answer...",	CODE
LOW	packages/templates/src/typebots/lead-gen-ai.json	271	"placeholder": "Type your answer...",	CODE
LOW	packages/templates/src/typebots/lead-scoring.json	251	"placeholder": "Type your country..."	CODE
LOW	…es/templates/src/typebots/digital-product-payment.json	42	"labels": { "placeholder": "Type your name..." },	CODE
LOW	packages/templates/src/typebots/lead-magnet.json	76	"labels": { "placeholder": "Your first name" },	CODE
LOW	packages/templates/src/typebots/chat-gpt-personas.json	481	"placeholder": "Type your answer...",	CODE
LOW	packages/templates/src/typebots/chat-gpt-personas.json	510	"placeholder": "Type your answer...",	CODE
LOW	packages/templates/src/typebots/chat-gpt-personas.json	539	"placeholder": "Type your answer...",	CODE
LOW	packages/templates/src/typebots/customer-support.json	86	"placeholder": "Describe the bug..."	CODE
LOW	packages/embeds/js/README.md	162	"User name": "John Doe",	CODE
LOW	packages/embeds/js/README.md	167	It will prefill the `Current URL` variable with "https://my-site/account" and the `User name` variable with "John Doe".	CODE
LOW	packages/embeds/react/README.md	135	"User name": "John Doe",	CODE
LOW	packages/embeds/react/README.md	142	It will prefill the `Current URL` variable with "https://my-site/account" and the `User name` variable with "John Doe".	CODE
LOW	apps/docs/openapi/viewer.json	1105	"placeholder": {	CODE
LOW	apps/docs/openapi/viewer.json	1304	"placeholder": {	CODE
LOW	apps/docs/openapi/viewer.json	1347	"placeholder": {	CODE
LOW	apps/docs/openapi/viewer.json	1456	"placeholder": {	CODE
LOW	apps/docs/openapi/viewer.json	1499	"placeholder": {	CODE
LOW	apps/docs/openapi/viewer.json	1818	"placeholder": {	CODE
LOW	apps/docs/openapi/viewer.json	2298	"placeholder": {	CODE
LOW	apps/docs/openapi/viewer.json	4005	"placeholder": {	CODE
LOW	apps/docs/openapi/viewer.json	4204	"placeholder": {	CODE
LOW	apps/docs/openapi/viewer.json	4247	"placeholder": {	CODE
LOW	apps/docs/openapi/viewer.json	4356	"placeholder": {	CODE
LOW	apps/docs/openapi/viewer.json	4399	"placeholder": {	CODE
LOW	apps/docs/openapi/viewer.json	4718	"placeholder": {	CODE
LOW	apps/docs/openapi/viewer.json	5198	"placeholder": {	CODE
LOW	apps/docs/openapi/viewer.json	7907	"placeholder": {	CODE
LOW	apps/docs/openapi/viewer.json	8106	"placeholder": {	CODE
50 more matches not shown…

Decorative Section Separators11 hits · 33 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/bot-engine/src/computeResultTranscript.ts	38	// 🛠️ Queue helpers ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/bot-engine/src/computeResultTranscript.ts	87	// 🧮 Public API ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/bot-engine/src/computeResultTranscript.ts	143	// 🔍 Helpers ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/bot-engine/src/computeResultTranscript.ts	174	// 🚶‍♂️ Graph traversal ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/bot-engine/src/computeResultTranscript.ts	225	// ──────────────────────────────────────────────────────────── Bubble blocks	COMMENT
MEDIUM	packages/bot-engine/src/computeResultTranscript.ts	245	// ──────────────────────────────────────────────────────────── Input blocks	COMMENT
MEDIUM	packages/bot-engine/src/computeResultTranscript.ts	383	// ──────────────────────────────────────────────────────────── Condition	COMMENT
MEDIUM	packages/bot-engine/src/computeResultTranscript.ts	437	// ──────────────────────────────────────────────────────────── Typebot link	COMMENT
MEDIUM	packages/bot-engine/src/computeResultTranscript.ts	486	// ──────────────────────────────────────────────────────────── Recurse	COMMENT
MEDIUM	packages/bot-engine/src/computeResultTranscript.ts	505	// ────────────────────────────────────────── handle multi‑typebot queue unwind	COMMENT
MEDIUM	packages/bot-engine/src/computeResultTranscript.ts	532	// 🔄 Misc utilities ────────────────────────────────────────────────────────────	COMMENT

Verbosity Indicators4 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW⚡	packages/scripts/src/churnAgent/constants.ts	33	### Step 1: Provide a very short summary of why the workspace use Typebot (bot use cases) and why they subscribed to a p	COMMENT
LOW⚡	packages/scripts/src/churnAgent/constants.ts	35	### Step 2: Write a bullet point list of the workspace's key events.	COMMENT
LOW⚡	packages/scripts/src/churnAgent/constants.ts	37	### Step 3: Attempt to guess why the workspace churned	COMMENT
LOW⚡	packages/scripts/src/churnAgent/constants.ts	39	### Step 4: Craft an email sent from Baptiste to the workspace admin	COMMENT

Structural Annotation Overuse4 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW⚡	packages/scripts/src/churnAgent/constants.ts	33	### Step 1: Provide a very short summary of why the workspace use Typebot (bot use cases) and why they subscribed to a p	COMMENT
LOW⚡	packages/scripts/src/churnAgent/constants.ts	35	### Step 2: Write a bullet point list of the workspace's key events.	COMMENT
LOW⚡	packages/scripts/src/churnAgent/constants.ts	37	### Step 3: Attempt to guess why the workspace churned	COMMENT
LOW⚡	packages/scripts/src/churnAgent/constants.ts	39	### Step 4: Craft an email sent from Baptiste to the workspace admin	COMMENT

Hyper-Verbose Identifiers6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	packages/forge/cli/src/index.ts	489	async function addBlockToRepoDefinitions(	CODE
LOW	packages/forge/cli/src/index.ts	548	async function addBlockToCredentialsRepoSchemas(	CODE
LOW	packages/forge/cli/src/index.ts	619	async function addBlockToRepoPackageJson(id: string) {	CODE
LOW	packages/scripts/src/sendEmailCampaign.ts	285	function getOptionalPositiveIntegerEnv(name: string) {	CODE
LOW	apps/landing-page/src/routes/sitemap[.]xml.ts	26	function transformPathToSitemapUrlEntry(	CODE
LOW	…ures/analytics/helpers/populateEdgesWithTotalVisits.ts	33	export function populateEdgesWithTotalVisits({	CODE

Slop Phrases3 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	packages/templates/src/typebots/customer-support.json	165	{ "text": "First, don't forget to check out the " },	CODE
MEDIUM	.vscode/i18n-ally-custom-framework.yml	11	# To help with this, you can use https://www.freeformatter.com/json-escape.html	COMMENT
LOW	apps/viewer/src/test/assets/typebots/analytics.json	163	{ "text": "First, don't forget to check out the " },	CODE

Overly Generic Function Names3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	apps/viewer/src/app/api/[[...rest]]/route.ts	75	async function handleRequest(	CODE
LOW	apps/builder/src/app/api/[[...rest]]/route.ts	76	async function handleRequest(	CODE
LOW	apps/builder/src/app/api/orpc/[[...rest]]/route.ts	11	async function handleRequest(request: Request) {	CODE

baptisteArno/typebot.io

Open-Source Code Quality, Security and Technical Debt Review