0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-17

Last Push

42.7K

Stars

JavaScript

Language

203.5K

Lines of Code

1.0K

Files

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 3.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 87 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 5 finding(s).

Agent Over-Engineering Ratio 0.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 13 finding(s).

PR Review Velocity Impact 3.9/100 · LOW

Which changes need focused human review? 92 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 3MEDIUM 28LOW 61

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 92 distinct pattern matches across 9 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.

Structural Annotation Overuse36 hits · 60 pts

Severity	File	Line	Snippet	Context
LOW⚡	…es/docs/src/lib/scripts/missingClassnamePrefix.test.js	28	// Step 1: Find all class.json files and extract class names	COMMENT
LOW⚡	…es/docs/src/lib/scripts/missingClassnamePrefix.test.js	38	// Step 2: Find all .md files and extract HTML/JSX code blocks	COMMENT
LOW	…es/docs/src/lib/scripts/missingClassnamePrefix.test.js	51	// Step 3: Check if class names in classList are prefixed with $$ in class or className attributes	COMMENT
LOW	…keting)/(groups)/claude-code/how-to-design-ui/+page.md	14	## Step 1: write a product brief	COMMENT
LOW	…keting)/(groups)/claude-code/how-to-design-ui/+page.md	18	## Step 2: add daisyUI context	COMMENT
LOW	…keting)/(groups)/claude-code/how-to-design-ui/+page.md	34	## Step 3: prompt with components	COMMENT
LOW	…ages/docs/src/routes/(routes)/blueprint/cline/+page.md	13	### Step 1: License key	COMMENT
LOW	…ages/docs/src/routes/(routes)/blueprint/cline/+page.md	17	### Step 2: Configure MCP settings	COMMENT
LOW	…ckages/docs/src/routes/(routes)/blueprint/zed/+page.md	13	### Step 1: License key	COMMENT
LOW	…ckages/docs/src/routes/(routes)/blueprint/zed/+page.md	17	### Step 2: Configure MCP settings	COMMENT
LOW	…s/docs/src/routes/(routes)/blueprint/openclaw/+page.md	13	### Step 1: License key	COMMENT
LOW	…s/docs/src/routes/(routes)/blueprint/openclaw/+page.md	17	### Step 2: Configure MCP settings	COMMENT
LOW	…ges/docs/src/routes/(routes)/blueprint/cursor/+page.md	13	### Step 1: License key	COMMENT
LOW	…ges/docs/src/routes/(routes)/blueprint/cursor/+page.md	17	### Step 2: Configure MCP settings	COMMENT
LOW	…docs/src/routes/(routes)/blueprint/claudecode/+page.md	13	### Step 1: License key	COMMENT
LOW	…docs/src/routes/(routes)/blueprint/claudecode/+page.md	17	### Step 2: Configure MCP settings	COMMENT
LOW	…ges/docs/src/routes/(routes)/blueprint/claude/+page.md	13	### Step 1: License key	COMMENT
LOW	…ges/docs/src/routes/(routes)/blueprint/claude/+page.md	17	### Step 2: Configure MCP settings	COMMENT
LOW⚡	…ages/docs/src/routes/(routes)/blueprint/codex/+page.md	13	### Step 1: License key	COMMENT
LOW⚡	…ages/docs/src/routes/(routes)/blueprint/codex/+page.md	17	### Step 2: Install Codex CLI	COMMENT
LOW⚡	…ages/docs/src/routes/(routes)/blueprint/codex/+page.md	25	### Step 3: Configure MCP settings	COMMENT
LOW	…kages/docs/src/routes/(routes)/blueprint/grok/+page.md	11	### Step 1: License key	COMMENT
LOW	…kages/docs/src/routes/(routes)/blueprint/grok/+page.md	15	### Step 2: Configure MCP settings	COMMENT
LOW	…ages/docs/src/routes/(routes)/blueprint/figma/+page.md	25	### Step 1: Get a Figma Access Token	COMMENT
LOW	…ages/docs/src/routes/(routes)/blueprint/figma/+page.md	38	### Step 2: Add the token to Blueprint MCP	COMMENT
LOW	…ages/docs/src/routes/(routes)/blueprint/figma/+page.md	54	### Step 3: Copy a Figma selection link	COMMENT
LOW	…ages/docs/src/routes/(routes)/blueprint/figma/+page.md	58	### Step 4: Ask your editor to generate daisyUI code	COMMENT
LOW	…s/docs/src/routes/(routes)/blueprint/windsurf/+page.md	13	### Step 1: License key	COMMENT
LOW	…s/docs/src/routes/(routes)/blueprint/windsurf/+page.md	17	### Step 2: Configure MCP settings	COMMENT
LOW	…ocs/src/routes/(routes)/blueprint/antigravity/+page.md	13	### Step 1: License key	COMMENT
LOW	…ocs/src/routes/(routes)/blueprint/antigravity/+page.md	17	### Step 2: Configure MCP settings	COMMENT
LOW	…ges/docs/src/routes/(routes)/blueprint/vscode/+page.md	13	### Step 1: License key	COMMENT
LOW	…ges/docs/src/routes/(routes)/blueprint/vscode/+page.md	17	### Step 2: Configure MCP settings	COMMENT
LOW⚡	…s/docs/src/routes/(routes)/blueprint/opencode/+page.md	13	### Step 1: License key	COMMENT
LOW⚡	…s/docs/src/routes/(routes)/blueprint/opencode/+page.md	17	### Step 2: Install OpenCode CLI	COMMENT
LOW⚡	…s/docs/src/routes/(routes)/blueprint/opencode/+page.md	25	### Step 3: Configure MCP settings	COMMENT

Slop Phrases30 hits · 57 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/docs/src/translation/ms.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Di sini kami m	CODE
MEDIUM	packages/docs/src/translation/id.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Di sini kita m	CODE
MEDIUM	packages/docs/src/translation/ro.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Aici folosim i	CODE
MEDIUM	packages/docs/src/translation/hu.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Itt a `--no-ec	CODE
MEDIUM	packages/docs/src/translation/ja.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "ここでは、デモンストレーショ	CODE
MEDIUM	packages/docs/src/translation/es.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Aquí estamos u	CODE
MEDIUM	packages/docs/src/translation/tr.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Burada sadece	CODE
MEDIUM	packages/docs/src/translation/de.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Hier verwenden	CODE
MEDIUM	packages/docs/src/translation/el.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Εδώ χρησιμοποι	CODE
MEDIUM	packages/docs/src/translation/ko.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "여기서는 데모 목적으로 `	CODE
LOW	packages/docs/src/translation/en.other.json	117	"If you're using a custom theme make sure you're using <a href=\"https://daisyui.com/docs/themes/#how-to-add-a-new-cus	CODE
MEDIUM	packages/docs/src/translation/ru.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Здесь мы испол	CODE
MEDIUM	packages/docs/src/translation/pt.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Aqui estamos u	CODE
MEDIUM	packages/docs/src/translation/fr.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Ici, nous util	CODE
MEDIUM	packages/docs/src/translation/pl.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Tutaj używamy	CODE
MEDIUM	packages/docs/src/translation/ur.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "یہاں ہم صرف مظ	CODE
MEDIUM	packages/docs/src/translation/ca.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Aquí estem uti	CODE
MEDIUM	packages/docs/src/translation/bn.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "এখানে আমরা শুধ	CODE
MEDIUM	packages/docs/src/translation/vi.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Ở đây chúng tô	CODE
MEDIUM	packages/docs/src/translation/fa.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "در اینجا ما از	CODE
MEDIUM	packages/docs/src/translation/zh_hant.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "這裡我們使用「`--no-e	CODE
MEDIUM	packages/docs/src/translation/uk.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Тут ми викорис	CODE
MEDIUM	packages/docs/src/translation/zh_hans.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "这里我们使用`--no-ec	CODE
LOW	packages/docs/src/translation/en.docs.json	542	"If you're using a custom theme make sure you're using [all the required CSS variables](https://daisyui.com/docs/theme	CODE
MEDIUM	packages/docs/src/translation/en.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Here we are us	CODE
LOW	packages/docs/src/translation/en.docs.json	1226	"If you're using a custom theme make sure you're using <a href=\"https://daisyui.com/docs/themes/#how-to-add-a-new-cus	CODE
MEDIUM	packages/docs/src/translation/ar.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "نحن هنا نستخدم	CODE
MEDIUM	packages/docs/src/translation/he.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "כאן אנו משתמשי	CODE
MEDIUM	packages/docs/src/translation/it.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Qui utilizziam	CODE
MEDIUM	packages/docs/src/translation/cs.docs.json	669	"Here we are using the `--no-ecto` flag to skip the database setup, just for demonstration purposes.": "Zde používáme	CODE

AI Response Leakage2 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	…es/docs/src/routes/(routes)/components/drawer/+page.md	221	#### In this example instead of completely hiding the drawer sidebar, we only show the icons when the drawer is closed.	COMMENT
HIGH	…kages/docs/src/routes/(routes)/components/otp/+page.md	50	#### Make sure the number of spans matches the maxlength and the pattern of the input field. In this example, we have 4	COMMENT

Hyper-Verbose Identifiers13 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	packages/daisyui/functions/generateRawStyles.js	59	export async function generateResponsiveVariants(css) {	CODE
LOW	packages/docs/src/lib/discountCountdown.js	15	export function getDiscountCountdownRemaining(expiresAt, now = Date.now()) {	CODE
LOW	packages/docs/src/lib/storeDiscount.js	66	export function isDiscountApplicableToProduct(discount, productIds) {	CODE
LOW	packages/docs/src/lib/storeDiscount.js	72	export function isDiscountApplicableToBlueprint(discount) {	CODE
LOW	packages/docs/src/lib/server/content/comparisonData.js	107	export function getAlternativeRouteEntries(manifest) {	CODE
LOW	packages/docs/src/lib/server/content/comparisonData.js	113	export function getAlternativeLibraryKeys(manifest) {	CODE
LOW	packages/docs/src/lib/server/content/comparisons.js	28	export async function getAlternativeRouteEntries() {	CODE
LOW	packages/docs/src/lib/server/content/frameworkData.js	49	export function projectMarketingFrameworkRouteData(frameworks, testimonials, pathname) {	CODE
LOW	packages/docs/src/lib/server/content/frameworks.js	40	export async function getMarketingFrameworkRouteData(pathname) {	CODE
LOW	…/docs/src/routes/(routes)/theme-generator/+page.svelte	281	function handleColorModalStateChange(isOpen) {	CODE
LOW	packages/docs/src/routes/llms.txt/+server.js	92	function transformFrontmatterLines(lines) {	CODE
LOW	packages/docs/src/routes/search.csv/+server.js	106	function getMarkdownFilesFromModules() {	CODE
LOW	packages/docs/src/routes/search.csv/+server.js	153	function getMarkdownFilesFromFileSystem(routesDir) {	CODE

Verbosity Indicators3 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW⚡	…es/docs/src/lib/scripts/missingClassnamePrefix.test.js	28	// Step 1: Find all class.json files and extract class names	COMMENT
LOW⚡	…es/docs/src/lib/scripts/missingClassnamePrefix.test.js	38	// Step 2: Find all .md files and extract HTML/JSX code blocks	COMMENT
LOW	…es/docs/src/lib/scripts/missingClassnamePrefix.test.js	51	// Step 3: Check if class names in classList are prefixed with $$ in class or className attributes	COMMENT

Fake / Example Data5 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	packages/daisyui/build.js	80	// "placeholder",	COMMENT
LOW	…o-make-a-blog-quickly-using-astro-and-daisyUI/+page.md	141	description: Lorem ipsum dolor sit, amet consectetur adipisicing elit. Hic eos odit sequi minima iure natus, odio tempor	CODE
LOW	…/src/routes/(routes)/components/button/design/+page.md	61	Lorem ipsum dolor, sit amet consectetur adipisicing elit. Veniam, a ex perferendis ipsam quos	CODE
LOW	…/src/routes/(routes)/components/button/design/+page.md	88	Lorem ipsum dolor, sit amet consectetur adipisicing elit. Veniam, a ex perferendis ipsam quos	CODE
LOW	…/src/routes/(routes)/components/button/design/+page.md	125	Lorem ipsum dolor, sit amet consectetur adipisicing elit. Veniam, a ex perferendis ipsam quos	CODE

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	…ckages/docs/src/routes/(routes)/blueprint/+page.svelte	2022	{#each ["The most mediocre layout", "Boring, inauthentic color palette", "Looks like every other AI-generate	CODE

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ting)/(groups)/tailwind-css/ai-code-generator/+page.md	12	## An AI Tailwind code generator needs guardrails	COMMENT

Over-Commented Block1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	packages/docs/src/routes/(routes)/+page.svelte	121	// $effect(async () => {	COMMENT

saadeghi/daisyui

Open-Source Code Quality, Security and Technical Debt Review