1.5

Adjusted Signal

1.5

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

16.4K

Stars

TypeScript

Language

1.0M

Lines of Code

7.4K

Files

879

Pattern Hits

2026-10-31

Scan Date

0.01

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 2.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 460 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.4/100 · LOW

Are imports declared and package/API names verified? 347 finding(s).

Agent Over-Engineering Ratio 1.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 245 finding(s).

PR Review Velocity Impact 7.2/100 · LOW

Which changes need focused human review? 879 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 6HIGH 88MEDIUM 96LOW 689

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 879 distinct pattern matches across 19 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 Data244 hits · 276 pts

Severity	File	Line	Snippet	Context
LOW	documentation/learn/openapi/api-mocking.md	89	Dynamic. The mock generates fresh values from the schema on each request, often with a fake-data library. You get va	CODE
LOW⚡	documentation/guides/app/dynamic-variables.md	280	### Lorem ipsum	COMMENT
LOW⚡	documentation/guides/app/dynamic-variables.md	284	\| `{{$randomLoremWord}}` \| A random word of lorem ipsum text \|	CODE
LOW⚡	documentation/guides/app/dynamic-variables.md	285	\| `{{$randomLoremWords}}` \| Some random words of lorem ipsum text \|	CODE
LOW⚡	documentation/guides/app/dynamic-variables.md	286	\| `{{$randomLoremSentence}}` \| A random sentence of lorem ipsum text \|	CODE
LOW⚡	documentation/guides/app/dynamic-variables.md	287	\| `{{$randomLoremSentences}}` \| A random 2 to 6 sentences of lorem ipsum text \|	CODE
LOW⚡	documentation/guides/app/dynamic-variables.md	288	\| `{{$randomLoremParagraph}}` \| A random paragraph of lorem ipsum text \|	CODE
LOW⚡	documentation/guides/app/dynamic-variables.md	289	\| `{{$randomLoremParagraphs}}` \| 3 random paragraphs of lorem ipsum text \|	CODE
LOW⚡	documentation/guides/app/dynamic-variables.md	290	\| `{{$randomLoremText}}` \| A random amount of lorem ipsum text \|	CODE
LOW⚡	documentation/guides/app/dynamic-variables.md	291	\| `{{$randomLoremSlug}}` \| A random lorem ipsum URL slug \|	CODE
LOW⚡	documentation/guides/app/dynamic-variables.md	292	\| `{{$randomLoremLines}}` \| 1 to 5 random lines of lorem ipsum \|	CODE
LOW	documentation/guides/mock-server/data-seeding.md	64	author: 'Jane Doe'	CODE
LOW	…/src/features/collection/components/LabelInput.test.ts	16	expect(input.attributes('placeholder')).toBe('Untitled Document')	CODE
LOW	…nd-palette/components/CommandPaletteImportCurl.test.ts	62	expect(input.props('placeholder')).toContain('Curl example key')	CODE
LOW	…ommand-palette/components/CommandPaletteImport.test.ts	76	expect(input.props('placeholder')).toBe('OpenAPI/Swagger/Postman URL or cURL')	CODE
LOW	…ommand-palette/helpers/get-operation-from-curl.test.ts	261	name: 'John Doe',	CODE
LOW	…mport-listener/helpers/get-url-query-parameter.test.ts	78	expect(nameResult).toBe('John Doe')	CODE
LOW	…mport-listener/helpers/get-url-query-parameter.test.ts	141	expect(result).toBe('John Doe')	CODE
LOW	integrations/docker/example/docs/users-api.json	170	"example": "John Doe"	CODE
LOW	integrations/docker/example/docs/users-api.json	198	"example": "John Doe"	CODE
LOW	integrations/docker/example/docs/internal/admin-api.yml	278	example: 'John Doe'	CODE
LOW	…t/aspire/playground/Scalar.Aspire.UserService/index.js	98	{ id: 1, name: 'John Doe', email: 'john@example.com', createdAt: '2025-01-01T00:00:00Z' },	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	14	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	14	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	16	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	16	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	18	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	18	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	20	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	20	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	22	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	22	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	26	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	26	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	28	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	28	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	30	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	30	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	32	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	32	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	34	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	34	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	36	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	36	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	38	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	38	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	40	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	40	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	42	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	42	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	44	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	…ocusaurus/playground/blog/2019-05-29-long-blog-post.md	44	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW	…cusaurus/playground/blog/2019-05-28-first-blog-post.md	12	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW	…cusaurus/playground/blog/2019-05-28-first-blog-post.md	12	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW	…blocks/src/code-example/components/CodeExample.test.ts	1348	value: { event: 'user.created', userId: '123', data: { name: 'John Doe' } },	CODE
LOW	…blocks/src/code-example/components/CodeExample.test.ts	1373	expect(copiedContent).toContain('John Doe')	CODE
LOW	…-example/helpers/operation-to-har/process-body.test.ts	291	name: { type: 'string', example: 'John Doe' },	CODE
LOW	…-example/helpers/operation-to-har/process-body.test.ts	304	name: 'John Doe',	CODE
184 more matches not shown…

Cross-Language Confusion (JS/TS)58 hits · 248 pts

Severity	File	Line	Snippet	Context
HIGH	documentation/assets/sdk-demo.js	95	print(assignment.id, assignment.policy.name)`,	CODE
HIGH	…es/snippetz/src/plugins/python/python3/python3.test.ts	281	print(response.read().decode())	CODE
HIGH	…es/snippetz/src/plugins/python/python3/python3.test.ts	330	print(response.read().decode())	CODE
HIGH	…es/snippetz/src/plugins/python/python3/python3.test.ts	379	print(response.read().decode())	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	12	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	25	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	39	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	62	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	76	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	108	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	131	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	158	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	172	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	197	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	210	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	231	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	252	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	277	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	295	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	325	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	350	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	370	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	393	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	406	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	429	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	442	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	455	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	476	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	490	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	515	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	550	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	573	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	609	print(response.body);	CODE
HIGH	packages/snippetz/src/plugins/dart/http/http.test.ts	664	print(response.body);	CODE
HIGH	…tz/src/plugins/swift/nsurlsession/nsurlsession.test.ts	257	print(String(data: data, encoding: .utf8) ?? "")`)	CODE
HIGH	…tz/src/plugins/swift/nsurlsession/nsurlsession.test.ts	364	print(String(data: data, encoding: .utf8) ?? "")`)	CODE
HIGH	…tz/src/plugins/swift/nsurlsession/nsurlsession.test.ts	412	print(String(data: data, encoding: .utf8) ?? "")`)	CODE
HIGH	packages/code-highlight/playground/main.ts	331	print(response.json())`	CODE
HIGH	packages/code-highlight/playground/main.ts	366	print(planets[i].greet())	CODE
HIGH	packages/code-highlight/playground/main.ts	370	print(vec)`	CODE
HIGH	packages/highlight/test/samples.ts	47	return False	CODE
HIGH	packages/highlight/test/samples.ts	49	return True	CODE
HIGH	packages/highlight/test/samples.ts	62	print(f"rejected {key!r} at {time.time():.3f}", file=sys.stderr)	CODE
HIGH	packages/highlight/test/samples.ts	1013	print(--[==[ a level 2 comment keeps ]=] literal ]==] line)	STRING
HIGH	packages/highlight/test/samples.ts	1257	print(f"luma={p.luma()} flags={flags:#x} scale={scale}")	STRING
HIGH	packages/highlight/test/samples.ts	1263	print("scaled", m.dot(m), sep=", ")	STRING
HIGH	packages/highlight/test/samples.ts	1860	print('\${byShelf.length.toString()} shelves, \${1.toString()} pass');	STRING
HIGH	packages/highlight/test/samples.ts	1861	print(r'raw: $notInterpolated and \\n stay literal');	STRING
HIGH	packages/highlight/test/samples.ts	2110	print(io, "Item($(item.sku), \"$(item.name)\", $(item.price_cents / 100))")	CODE
HIGH	packages/highlight/test/samples.ts	2768	print("GET \(url.absoluteString) -> \(status)")	CODE
HIGH	packages/highlight/src/langs/lua.test.ts	150	print(--[==[ a level 2 comment keeps ]=] literal ]==] line)	CODE
HIGH	packages/highlight/src/langs/dart.test.ts	118	print('\${byShelf.length.toString()} shelves, \${1.toString()} pass');	STRING
HIGH	packages/highlight/src/langs/dart.test.ts	119	print(r'raw: $notInterpolated and \\n stay literal');	STRING
HIGH	packages/highlight/src/langs/swift.test.ts	97	print("GET \(url.absoluteString) -> \(status)")	CODE
HIGH	packages/highlight/src/langs/languages.test.ts	1450	const code = `match value:\n case ${pattern}: return True\n`	CODE
HIGH	packages/highlight/src/langs/languages.test.ts	1561	expect(scopeOf(`match x:\n case ${pattern}: return True\n`, 'python', 'case')).toBe('keyword.control')	CODE
HIGH	packages/highlight/src/langs/mojo.test.ts	133	print(f"luma={p.luma()} flags={flags:#x} scale={scale}")	CODE
HIGH	packages/highlight/src/langs/mojo.test.ts	139	print("scaled", m.dot(m), sep=", ")	CODE

Decorative Section Separators67 hits · 207 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/schemas/scripts/generate-types.ts	34	// ─── Constants ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/schemas/scripts/generate-types.ts	60	// ─── Generated file IO ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/schemas/scripts/generate-types.ts	121	// ─── Schema and typegen helpers ────────────────────────────────────────────────	COMMENT
MEDIUM	packages/schemas/scripts/generate-types.ts	166	// ─── Folder helpers ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/schemas/scripts/generate-types.ts	202	// ─── Write tally ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/schemas/scripts/generate-types.ts	226	// ─── High-level generators ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/schemas/scripts/generate-types.ts	281	// ─── Biome formatter ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/schemas/scripts/generate-types.ts	304	// ─── Main ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…src/components/ScalarVirtualText/ScalarVirtualText.vue	91	// ── Search ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…src/components/ScalarVirtualText/ScalarVirtualText.vue	207	// ── Scroll / resize ───────────────────────────────────────────────────	COMMENT
MEDIUM	…src/components/ScalarVirtualText/ScalarVirtualText.vue	227	// ── Line rendering with highlights ────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	103	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	105	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	121	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	123	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	171	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	173	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	207	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	215	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	238	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	240	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	270	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	272	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	422	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	424	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	440	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…cks/scalar-address-bar-block/components/AddressBar.vue	442	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…eatures/modal/helpers/resolve-route-parameters.test.ts	43	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…eatures/modal/helpers/resolve-route-parameters.test.ts	45	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…eatures/modal/helpers/resolve-route-parameters.test.ts	159	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…eatures/modal/helpers/resolve-route-parameters.test.ts	161	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…eatures/modal/helpers/resolve-route-parameters.test.ts	222	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…eatures/modal/helpers/resolve-route-parameters.test.ts	224	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…eatures/modal/helpers/resolve-route-parameters.test.ts	327	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…eatures/modal/helpers/resolve-route-parameters.test.ts	329	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…eatures/modal/helpers/resolve-route-parameters.test.ts	494	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…eatures/modal/helpers/resolve-route-parameters.test.ts	496	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	207	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	209	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	234	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	236	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	274	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	276	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	424	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	426	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	519	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	521	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	607	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	609	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	692	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	694	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	733	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	735	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	857	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-client/src/v2/components/code-input/CodeInputLite.vue	859	// ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/workspace-store/src/events/definitions/ui.ts	100	// ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/workspace-store/src/events/definitions/ui.ts	102	// ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/workspace-store/src/events/definitions/ui.ts	114	// ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/workspace-store/src/events/definitions/ui.ts	116	// ────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packages/workspace-store/src/events/definitions/ui.ts	149	// ────────────────────────────────────────────────────────────	COMMENT
7 more matches not shown…

Over-Commented Block196 hits · 196 pts

Severity	File	Line	Snippet	Context
LOW	documentation/assets/landing.js	941	eyeX: 0.3,	COMMENT
LOW	documentation/assets/landing.js	961	turn: 24,	COMMENT
LOW	tooling/scripts/delete-cloudflare-pages-preview.sh	1	#!/usr/bin/env bash	COMMENT
LOW	integrations/rust/src/config.rs	1	//! Type-safe configuration types for the Scalar API reference.	COMMENT
LOW	…ore/Extensions/ScalarEndpointRouteBuilderExtensions.cs	21		COMMENT
LOW	…ore/Extensions/ScalarEndpointRouteBuilderExtensions.cs	41	/// <remarks>	COMMENT
LOW	…ore/Extensions/ScalarEndpointRouteBuilderExtensions.cs	61	/// <br />	COMMENT
LOW	…ore/Extensions/ScalarEndpointRouteBuilderExtensions.cs	81	configureOptions?.Invoke(options, httpContext);	COMMENT
LOW	…ore/Extensions/ScalarEndpointRouteBuilderExtensions.cs	101	/// </summary>	COMMENT
LOW	…ore/Extensions/ScalarEndpointRouteBuilderExtensions.cs	121	/// <summary>	COMMENT
LOW	…ore/Extensions/ScalarEndpointRouteBuilderExtensions.cs	141	/// </summary>	COMMENT
LOW	…ore/Extensions/ScalarEndpointRouteBuilderExtensions.cs	161	/// </summary>	COMMENT
LOW	…Core/Extensions/EndpointConventionBuilderExtensions.cs	21	/// <summary>	COMMENT
LOW	…Core/Extensions/EndpointConventionBuilderExtensions.cs	41		COMMENT
LOW	…calar.AspNetCore/Extensions/ScalarOptionsExtensions.cs	41	/// Configures the API key authentication options.	COMMENT
LOW	…calar.AspNetCore/Extensions/ScalarOptionsExtensions.cs	61	/// <param name="oauth2Options">The OAuth2 options to set.</param>	COMMENT
LOW	…calar.AspNetCore/Extensions/ScalarOptionsExtensions.cs	81	}	COMMENT
LOW	…calar.AspNetCore/Extensions/ScalarOptionsExtensions.cs	161		COMMENT
LOW	…calar.AspNetCore/Extensions/ScalarOptionsExtensions.cs	181	/// </summary>	COMMENT
LOW	…calar.AspNetCore/Extensions/ScalarOptionsExtensions.cs	221	/// <summary>	COMMENT
LOW	…calar.AspNetCore/Extensions/ScalarOptionsExtensions.cs	241	/// <remarks>The provided content will be appended.</remarks>	COMMENT
LOW	…calar.AspNetCore/Extensions/ScalarOptionsExtensions.cs	261	return options;	COMMENT
LOW	…calar.AspNetCore/Extensions/ScalarOptionsExtensions.cs	281	/// </summary>	COMMENT
LOW	…calar.AspNetCore/Extensions/ScalarOptionsExtensions.cs	301	/// Configures Scalar to generate a fresh cryptographically random nonce on every request and emit it on each script	COMMENT
LOW	…ore/src/Scalar.AspNetCore/Attributes/BadgeAttribute.cs	61	/// <summary>	COMMENT
LOW	…rc/Scalar.AspNetCore/Attributes/DeprecatedAttribute.cs	1	namespace Scalar.AspNetCore.Attributes;	COMMENT
LOW	…ws-lambda/src/Scalar.Aws.Lambda/IScalarApiReference.cs	1	using Amazon.Lambda.APIGatewayEvents;	COMMENT
LOW	…bda/src/Scalar.Aws.Lambda/ScalarApiReferenceHandler.cs	1	using Amazon.Lambda.APIGatewayEvents;	COMMENT
LOW	…c/Scalar.Aws.Lambda/Options/ScalarOptions.AwsLambda.cs	1	namespace Scalar.Aws.Lambda;	COMMENT
LOW	…Lambda/Extensions/ScalarServiceCollectionExtensions.cs	1	using Microsoft.Extensions.DependencyInjection;	COMMENT
LOW	…otnet/shared/src/Scalar.Shared/Options/ScalarServer.cs	1	#if SCALAR_ASPIRE	COMMENT
LOW	…net/shared/src/Scalar.Shared/Options/ScalarDocument.cs	1	#if SCALAR_ASPIRE	COMMENT
LOW	…net/shared/src/Scalar.Shared/Options/ScalarDocument.cs	21	/// <param name="IsDefault">Indicates whether this document is the default document.</param>	COMMENT
LOW	…src/Scalar.Shared/Options/ScalarLocalizationOptions.cs	1	using System.Text.Json.Nodes;	COMMENT
LOW	…hared/src/Scalar.Shared/Options/ScalarOptions.Shell.cs	41	/// </summary>	COMMENT
LOW	…hared/src/Scalar.Shared/Options/ScalarOptions.Shell.cs	61	/// </example>	COMMENT
LOW	…hared/src/Scalar.Shared/Options/ScalarOptions.Shell.cs	81	public string? JavaScriptConfiguration { get; set; }	COMMENT
LOW	…t/shared/src/Scalar.Shared/Options/ScalarMcpOptions.cs	1	#if SCALAR_ASPIRE	COMMENT
LOW	…t/shared/src/Scalar.Shared/Options/ScalarMcpOptions.cs	21	/// <summary>	COMMENT
LOW	…shared/src/Scalar.Shared/Options/ScalarAgentOptions.cs	1	#if SCALAR_ASPIRE	COMMENT
LOW	…tnet/shared/src/Scalar.Shared/Options/ScalarOptions.cs	21	/// <summary>	COMMENT
LOW	…tnet/shared/src/Scalar.Shared/Options/ScalarOptions.cs	41	/// <summary>	COMMENT
LOW	…tnet/shared/src/Scalar.Shared/Options/ScalarOptions.cs	61	public string OpenApiRoutePattern { get; set; } = "/openapi/{documentName}.json";	COMMENT
LOW	…tnet/shared/src/Scalar.Shared/Options/ScalarOptions.cs	81	/// <summary>	COMMENT
LOW	…tnet/shared/src/Scalar.Shared/Options/ScalarOptions.cs	101		COMMENT
LOW	…tnet/shared/src/Scalar.Shared/Options/ScalarOptions.cs	121	public string? CustomCss { get; set; }	COMMENT
LOW	…tnet/shared/src/Scalar.Shared/Options/ScalarOptions.cs	141	/// </summary>	COMMENT
LOW	…tnet/shared/src/Scalar.Shared/Options/ScalarOptions.cs	161	/// </summary>	COMMENT
LOW	…tnet/shared/src/Scalar.Shared/Options/ScalarOptions.cs	181	/// </summary>	COMMENT
LOW	…tnet/shared/src/Scalar.Shared/Options/ScalarOptions.cs	201	/// <summary>	COMMENT
LOW	…tnet/shared/src/Scalar.Shared/Options/ScalarOptions.cs	221	/// <summary>	COMMENT
LOW	…tnet/shared/src/Scalar.Shared/Options/ScalarOptions.cs	241	public bool? HideClientButton { get; set; }	COMMENT
LOW	…tnet/shared/src/Scalar.Shared/Options/ScalarOptions.cs	261	public bool? PersistentAuthentication { get; set; }	COMMENT
LOW	…tnet/shared/src/Scalar.Shared/Options/ScalarOptions.cs	281		COMMENT
LOW	…tnet/shared/src/Scalar.Shared/Options/ScalarOptions.cs	301		COMMENT
LOW	…alar.Shared/Options/Authentication/HttpBasicOptions.cs	1	#if !SCALAR_ASPIRE && !SCALAR_SERVERLESS	COMMENT
LOW	…/Scalar.Shared/Options/Authentication/ApiKeyOptions.cs	1	#if SCALAR_ASPIRE	COMMENT
LOW	…lar.Shared/Options/Authentication/HttpBearerOptions.cs	1	#if !SCALAR_ASPIRE && !SCALAR_SERVERLESS	COMMENT
LOW	…/Options/Authentication/ScalarAuthenticationOptions.cs	1	using System.Text.Json.Serialization;	COMMENT
LOW	…/Options/Authentication/ScalarAuthenticationOptions.cs	41	/// enabling more flexible authentication configuration for OpenAPI operations.	COMMENT
136 more matches not shown…

Hyper-Verbose Identifiers172 hits · 178 pts

Severity	File	Line	Snippet	Context
LOW	documentation/blog/2026-10-08-openapi-with-fastapi.md	158	def custom_generate_unique_id(route: APIRoute) -> str:	CODE
LOW	tooling/scripts/vite-lib-config.ts	58	export function createPreserveModulesOutput() {	CODE
LOW	tooling/scripts/vite-lib-config.ts	73	export function createExternalsFromPackageJson(packageJsonPath = './package.json') {	CODE
LOW	tooling/scripts/src/commands/generate-blog.ts	211	function parseExistingDescriptions(indexContent: string): Map<string, string> {	CODE
LOW	tooling/scripts/src/commands/generate-blog.ts	263	function extractFirstTextParagraph(lines: string[]): string {	CODE
LOW	tooling/scripts/src/commands/generate-blog.ts	365	function collectExistingPostChildren(	CODE
LOW	tooling/scripts/src/commands/packages/format.ts	192	async function formatDirectoryPackageFiles(folder: PackageType, root: string) {	CODE
LOW	…/electron/helpers/custom-fetch/to-web-response.test.ts	15	function createMockTransportResponse({	CODE
LOW	projects/scalar-app/src/features/app/app-events.ts	10	export function initializeAppEventHandlers({	CODE
LOW	integrations/fastapi/tests/test_imports.py	9	def test_scalar_fastapi_imports():	CODE
LOW	integrations/fastapi/tests/test_imports.py	94	def test_theme_enum_completeness():	CODE
LOW	integrations/fastapi/tests/test_imports.py	113	def test_theme_enum_uniqueness():	CODE
LOW⚡	integrations/fastapi/tests/test_scalar_fastapi.py	611	def test_route_is_hidden_from_schema_by_default(self):	CODE
LOW⚡	integrations/fastapi/tests/test_scalar_fastapi.py	621	def test_returns_the_app_for_chaining(self):	CODE
LOW⚡	integrations/fastapi/tests/test_scalar_fastapi.py	630	def test_string_values_are_accepted(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	27	def test_search_hot_key_enum_values(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	52	def test_theme_enum_all_values(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	169	def test_top_level_agent_disabled_in_config(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	180	def test_per_source_agent_in_config(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	197	def test_theme_parameter_all_values(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	219	def test_theme_with_other_parameters(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	266	def test_theme_in_configuration_object(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	280	def test_hidden_clients_dict_format(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	316	def test_authentication_parameter(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	376	def test_configuration_script(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	391	def test_developer_tools_visibility(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	400	def test_order_schema_properties_by_preserve(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	440	def test_fastapi_with_custom_config(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	483	def test_special_characters_in_title_are_escaped(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	514	def test_resource_urls_remain_single_attributes(self, parameter, tag, attribute, url):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	536	def test_content_with_closing_script_tag_cannot_break_out(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	548	def test_complex_json_in_configuration(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	581	def test_registers_route_and_serves_html(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	596	def test_custom_route_and_passthrough_kwargs(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	647	def test_default_string_values_are_omitted(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	666	def test_default_theme_string_still_injects_styles(self):	CODE
LOW	integrations/fastapi/tests/test_scalar_fastapi.py	678	def test_string_and_enum_produce_identical_output(self):	CODE
LOW	integrations/fastapi/tests/test_integration.py	78	def test_basic_endpoints_work(self, client):	CODE
LOW	integrations/fastapi/tests/test_integration.py	92	def test_scalar_endpoint_returns_html(self, client, app):	CODE
LOW	integrations/fastapi/tests/test_integration.py	125	def test_scalar_custom_endpoint(self, client, app):	CODE
LOW	integrations/fastapi/tests/test_integration.py	154	def test_scalar_theme_endpoint(self, client, app):	CODE
LOW	integrations/fastapi/tests/test_integration.py	177	def test_openapi_schema_endpoint(self, client):	CODE
LOW⚡	integrations/fastapi/tests/test_integration.py	201	def test_scalar_uses_correct_openapi_url(self, client, app):	CODE
LOW⚡	integrations/fastapi/tests/test_integration.py	210	def test_scalar_script_included(self, client):	CODE
LOW⚡	integrations/fastapi/tests/test_integration.py	218	def test_scalar_configuration_script(self, client):	CODE
LOW	integrations/fastapi/tests/test_integration.py	229	def test_scalar_favicon_included(self, client):	CODE
LOW	integrations/fastapi/tests/test_integration.py	244	def test_multiple_scalar_endpoints(self, client):	CODE
LOW	integrations/fastapi/tests/test_integration.py	283	def test_layout_configuration(self, client):	CODE
LOW	integrations/fastapi/tests/test_integration.py	313	def test_sidebar_configuration(self, client):	CODE
LOW	integrations/fastapi/tests/test_integration.py	326	def test_dark_mode_configuration(self, client):	CODE
LOW	integrations/fastapi/tests/test_integration.py	339	def test_search_hotkey_configuration(self, client):	CODE
LOW	integrations/fastapi/tests/test_integration.py	356	def test_all_theme_values_work(self, client):	CODE
LOW	integrations/fastapi/tests/test_integration.py	388	def test_theme_with_complex_configuration(self, client):	CODE
LOW	integrations/django-ninja/tests/test_imports.py	29	def test_scalar_ninja_imports():	CODE
LOW	integrations/django-ninja/tests/test_imports.py	52	def test_document_download_type_enum():	CODE
LOW	integrations/django-ninja/tests/test_imports.py	105	def test_theme_enum_completeness():	CODE
LOW	integrations/django-ninja/tests/test_imports.py	137	def test_theme_enum_uniqueness():	CODE
LOW	integrations/django-ninja/tests/test_imports.py	177	def test_openapi_source_model():	CODE
LOW⚡	integrations/django-ninja/tests/test_integration.py	76	def test_scalar_viewer_instantiation(self, api):	CODE
LOW⚡	integrations/django-ninja/tests/test_integration.py	82	def test_scalar_viewer_with_api(self, api, request_factory):	CODE
112 more matches not shown…

Magic Placeholder Names19 hits · 120 pts

Severity	File	Line	Snippet	Context
HIGH	…025-04-06-how-we-extended-the-openapi-specification.md	74	client = mycompany_sdk.Client("YOUR_API_KEY")	CODE
HIGH⚡	documentation/integrations/spring-boot.md	281	scalar.authentication.apiKey.your-api-key.name=X-API-Key	CODE
HIGH⚡	documentation/integrations/spring-boot.md	282	scalar.authentication.apiKey.your-api-key.value=your-api-key-value	CODE
HIGH⚡	documentation/integrations/spring-boot.md	285	scalar.authentication.preferredSecurityScheme=your-api-key	CODE
HIGH⚡	documentation/integrations/spring-boot.md	289	# scalar.authentication.preferredSecuritySchemes[1]=your-api-key	COMMENT
HIGH	documentation/integrations/spring-boot.md	313	# scalar.authentication.preferredSecuritySchemes[1]=your-api-key	COMMENT
HIGH⚡	documentation/integrations/spring-boot.md	341	# - your-api-key	COMMENT
HIGH⚡	documentation/integrations/spring-boot.md	345	your-api-key:	CODE
HIGH⚡	documentation/integrations/spring-boot.md	347	value: your-api-key-value	CODE
HIGH	…etCore.Playground/ApiKeyAuthenticationSchemeOptions.cs	26	if (apiKey != "your-api-key")	CODE
HIGH	…ore/playground/Scalar.AspNetCore.Playground/Program.cs	30	.AddApiKeyAuthentication(AuthConstants.ApiKeyScheme, scheme => scheme.Value = "your-api-key")	CODE
HIGH	…NetCore.Tests.Api/ApiKeyAuthenticationSchemeHandler.cs	26	if (apiKey != "your-api-key")	CODE
HIGH	…e/tests/Scalar.AspNetCore.Tests/ScalarEndpointTests.cs	231	client.DefaultRequestHeaders.Add("X-Api-Key", "your-api-key");	STRING
HIGH	integrations/dotnet/aspnetcore/docs/authentication.md	313	apiKey.Value = "your-api-key";	CODE
HIGH	integrations/dotnet/aspnetcore/docs/authentication.md	334	apiKey.Value = "your-api-key";	CODE
HIGH	…hared.Tests/Extensions/ScalarOptionsExtensionsTests.cs	356	header.Value = "your-api-key";	CODE
HIGH	…hared.Tests/Extensions/ScalarOptionsExtensionsTests.cs	366	apiKeyScheme.Value.Should().Be("your-api-key");	CODE
HIGH	…ck-server/src/utils/log-authentication-instructions.ts	69	log(' Authorization: Bearer YOUR_TOKEN_HERE')	CODE
HIGH	…rver/src/utils/log-authentication-instructions.test.ts	27	expect(log).toHaveBeenCalledWith(' Authorization: Bearer YOUR_TOKEN_HERE')	CODE

Structural Annotation Overuse47 hits · 76 pts

Severity	File	Line	Snippet	Context
LOW	…entation/learn/mcp/generate-mcp-server-from-openapi.md	55	### Step 1: pick the operation	COMMENT
LOW	…entation/learn/mcp/generate-mcp-server-from-openapi.md	83	### Step 2: install the SDK	COMMENT
LOW	…entation/learn/mcp/generate-mcp-server-from-openapi.md	93	### Step 3: write the server	COMMENT
LOW	…entation/learn/mcp/generate-mcp-server-from-openapi.md	157	### Step 4: connect a client	COMMENT
LOW	…entation/learn/mcp/generate-mcp-server-from-openapi.md	181	### Step 5: serve it over HTTP instead	COMMENT
LOW	documentation/learn/mcp/mcp-oauth.md	69	### Step 1: the client calls the server and gets a 401	COMMENT
LOW	documentation/learn/mcp/mcp-oauth.md	81	### Step 2: the client reads the protected resource metadata	COMMENT
LOW⚡	documentation/learn/mcp/mcp-oauth.md	94	### Step 3: the client reads the authorization server metadata	COMMENT
LOW⚡	documentation/learn/mcp/mcp-oauth.md	100	### Step 4: the client gets a client ID	COMMENT
LOW⚡	documentation/learn/mcp/mcp-oauth.md	104	### Step 5: the user signs in	COMMENT
LOW	documentation/learn/mcp/mcp-oauth.md	122	### Step 6: the redirect comes back and the client validates it	COMMENT
LOW	documentation/learn/mcp/mcp-oauth.md	126	### Step 7: the client exchanges the code for a token	COMMENT
LOW	documentation/learn/mcp/mcp-oauth.md	141	### Step 8: every MCP request carries the token	COMMENT
LOW	documentation/learn/mcp/build-mcp-server.md	54	### Step 1: create the project	COMMENT
LOW	documentation/learn/mcp/build-mcp-server.md	66	### Step 2: write the server	COMMENT
LOW	documentation/learn/mcp/build-mcp-server.md	138	### Step 3: run it	COMMENT
LOW	documentation/learn/mcp/build-mcp-server.md	150	### Step 1: create the project	COMMENT
LOW	documentation/learn/mcp/build-mcp-server.md	160	### Step 2: write the server	COMMENT
LOW	documentation/learn/mcp/build-mcp-server.md	214	### Step 3: run it	COMMENT
LOW	documentation/learn/sdk/generate-sdk-from-openapi.md	39	## Step 1: Prepare the OpenAPI document	COMMENT
LOW	documentation/learn/sdk/generate-sdk-from-openapi.md	159	## Step 2: Choose a generator	COMMENT
LOW	documentation/learn/sdk/generate-sdk-from-openapi.md	183	## Step 3: Generate with an open-source CLI	COMMENT
LOW	documentation/learn/sdk/generate-sdk-from-openapi.md	210	## Step 4: Generate with Scalar	COMMENT
LOW	documentation/learn/sdk/generate-sdk-from-openapi.md	371	## Step 5: Publish to npm, PyPI, and Go modules	COMMENT
LOW	documentation/learn/sdk/generate-sdk-from-openapi.md	405	## Step 6: Regenerate from CI	COMMENT
LOW	documentation/integrations/java.md	22	### Step 1: Update Dependencies	COMMENT
LOW	documentation/integrations/java.md	50	### Step 2: Configuration	COMMENT
LOW	documentation/integrations/java.md	54	### Step 3: Custom Controllers (if applicable)	COMMENT
LOW	…entation/integrations/aspnetcore/legacy-integration.md	10	## Step 1: Enable OpenAPI support in your project	COMMENT
LOW	…entation/integrations/aspnetcore/legacy-integration.md	44	## Step 2: Create the directory structure	COMMENT
LOW	…entation/integrations/aspnetcore/legacy-integration.md	55	## Step 3: Create the HTML file for Scalar	COMMENT
LOW	…entation/integrations/aspnetcore/legacy-integration.md	76	## Step 4: Create the configuration file	COMMENT
LOW	…entation/integrations/aspnetcore/legacy-integration.md	88	## Step 5: Accessing your API Reference	COMMENT
LOW⚡	documentation/migration/stainless.md	34	## Step 1: Export your OpenAPI document	COMMENT
LOW⚡	documentation/migration/stainless.md	40	## Step 2: Take your `stainless.yml`	COMMENT
LOW⚡	documentation/migration/stainless.md	44	## Step 3: Import into Scalar	COMMENT
LOW⚡	documentation/migration/stainless.md	50	## Step 4: Verify before you publish	COMMENT
LOW	documentation/migration/stainless.md	62	## Step 5: Publish from your own repository	COMMENT
LOW	documentation/migration/zuplo.md	139	### Step 1: Export OpenAPI from Zuplo	COMMENT
LOW	documentation/migration/zuplo.md	153	### Step 2: Create a Scalar Account	COMMENT
LOW	documentation/migration/zuplo.md	157	### Step 3: Upload OpenAPI Document	COMMENT
LOW	documentation/migration/zuplo.md	168	### Step 4: Set Up Scalar Config	COMMENT
LOW	documentation/migration/zuplo.md	199	### Step 5: Migrate Custom Styling	COMMENT
LOW	documentation/migration/stoplight.md	56	## Step 1: Create a free Scalar account	COMMENT
LOW	documentation/migration/stoplight.md	60	## Step 2: Introduce your OpenAPI to Scalar	COMMENT
LOW	documentation/migration/stoplight.md	90	## Step 3: Scalar Config	COMMENT
LOW	documentation/migration/stoplight.md	212	## Step 4: Review The New Documentation	COMMENT

Hallucination Indicators6 hits · 60 pts

Severity	File	Line	Snippet	Context
CRITICAL	documentation/guides/app/testing.md	282	pm.response.to.not.have.status(404)	CODE
CRITICAL	integrations/nuxt/src/module.ts	53	_nuxt.options.imports.transform.exclude.push(/scalar/)	CODE
CRITICAL	…scalar-address-bar-block/components/AddressBar.test.ts	504	expect(codeInput.vm.codeMirror.state.doc.toString()).toBe('')	CODE
CRITICAL	…scalar-address-bar-block/components/AddressBar.test.ts	550	expect(codeInput.vm.codeMirror.state.doc.toString()).toBe('/users')	CODE
CRITICAL	…scalar-address-bar-block/components/AddressBar.test.ts	662	expect(codeInput.vm.codeMirror.state.doc.toString()).toBe(pastedUrl)	CODE
CRITICAL	…scalar-address-bar-block/components/AddressBar.test.ts	716	expect(codeInput.vm.codeMirror.state.doc.toString()).toBe('')	CODE

Synthetic Comment Markers8 hits · 58 pts

Severity	File	Line	Snippet	Context
HIGH	documentation/alternatives/redoc.md	25	\| Tool \| License \| Send requests from the docs \| Auto-generated code samples \| Layout \| Best for \|	CODE
HIGH	…ain/java/com/scalar/maven/core/enums/ScalarTarget.java	3	// This code was generated by the Scalar Java enum generator.	COMMENT
HIGH	…ain/java/com/scalar/maven/core/enums/ScalarClient.java	3	// This code was generated by the Scalar Java enum generator.	COMMENT
HIGH	…ared/src/Scalar.Shared/Enums/ScalarTarget.Generated.cs	3	// This code was generated by the Scalar .NET enum generator.	COMMENT
HIGH	…ared/src/Scalar.Shared/Enums/ScalarClient.Generated.cs	3	// This code was generated by the Scalar .NET enum generator.	COMMENT
HIGH	…/Scalar.Shared/Mapper/ScalarOptionsMapper.Generated.cs	3	// This code was generated by the Scalar .NET enum generator.	COMMENT
HIGH	packages/snippetz/scripts/generate-java-enums.ts	267	// This code was generated by the Scalar Java enum generator.	COMMENT
HIGH	packages/snippetz/scripts/generate-dotnet-enums.ts	295	// This code was generated by the Scalar .NET enum generator.	COMMENT

Modern AI Meta-Vocabulary11 hits · 27 pts

Severity	File	Line	Snippet	Context
MEDIUM	documentation/asyncapi.md	223	## Mocking an event-driven API	COMMENT
MEDIUM	documentation/learn/api-management/api-governance.md	19	- [AsyncAPI and event-driven APIs](#asyncapi-and-event-driven-apis)	CODE
MEDIUM	documentation/learn/api-management/api-governance.md	248	## AsyncAPI and event-driven APIs	COMMENT
MEDIUM	documentation/learn/mcp/what-is-mcp.md	41	Anthropic [introduced MCP in November 2024](https://www.anthropic.com/news/model-context-protocol) as an open standard,	CODE
MEDIUM	documentation/learn/mcp/mcp-vs-function-calling.md	233	## The context window problem	COMMENT
MEDIUM	documentation/changelog/sdk-generator/index.md	733	- C# SDKs now include repository scaffolding (`.editorconfig`, devcontainer, contribution guidelines).	CODE
MEDIUM	documentation/blog/2026-03-05-agent-scalar.md	5	# Your API? 0.2% of your context window	COMMENT
MEDIUM	…26-10-01-migrating-off-stainless-week-one-checklist.md	135	## Day 5: Put guardrails on the API and tell your team	COMMENT
MEDIUM	documentation/compare/openapi-generator.md	131	OpenAPI Generator customises by template. Each generator is a set of Mustache templates. You extract them with `open	CODE
MEDIUM	projects/galaxy-scalar-com/CHANGELOG.md	35	- [#9628](https://github.com/scalar/scalar/pull/9628): Add the Scalar Galaxy AsyncAPI document as a source on galaxy.sca	CODE
MEDIUM	packages/mock-server/CHANGELOG.md	276	- [#9572](https://github.com/scalar/scalar/pull/9572): Add `createAsyncApiMockServer` to mock event-driven APIs from an	CODE

Unused Imports20 hits · 20 pts

Severity	File	Line	Context
LOW	integrations/fastapi/run_tests.py	25	CODE
LOW	integrations/fastapi/scalar_fastapi/__init__.py	1	CODE
LOW	integrations/fastapi/scalar_fastapi/__init__.py	1	CODE
LOW	integrations/fastapi/scalar_fastapi/__init__.py	1	CODE
LOW	integrations/fastapi/scalar_fastapi/__init__.py	1	CODE
LOW	integrations/fastapi/scalar_fastapi/__init__.py	1	CODE
LOW	integrations/fastapi/scalar_fastapi/__init__.py	1	CODE
LOW	integrations/fastapi/scalar_fastapi/__init__.py	1	CODE
LOW	integrations/fastapi/scalar_fastapi/__init__.py	1	CODE
LOW	integrations/fastapi/scalar_fastapi/scalar_fastapi.py	1	CODE
LOW	integrations/fastapi/tests/test_imports.py	66	CODE
LOW	integrations/django-ninja/run_tests.py	32	CODE
LOW	integrations/django-ninja/scalar_ninja/__init__.py	1	CODE
LOW	integrations/django-ninja/scalar_ninja/__init__.py	1	CODE
LOW	integrations/django-ninja/scalar_ninja/__init__.py	1	CODE
LOW	integrations/django-ninja/scalar_ninja/__init__.py	1	CODE
LOW	integrations/django-ninja/scalar_ninja/__init__.py	1	CODE
LOW	integrations/django-ninja/scalar_ninja/__init__.py	1	CODE
LOW	integrations/django-ninja/scalar_ninja/__init__.py	1	CODE
LOW	integrations/django-ninja/scalar_ninja/__init__.py	1	CODE

Self-Referential Comments7 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	integrations/django-ninja/tests/test_integration.py	88	# Create a mock request	COMMENT
MEDIUM	packages/highlight/test/samples.ts	1950	### Create a customer	STRING
MEDIUM	packages/highlight/src/langs/http.test.ts	58	### Create a customer	COMMENT
MEDIUM	packages/highlight/src/langs/http.test.ts	220	const between = '# Get the user\nGET /users/1 HTTP/1.1\n\n# Create a user\nPOST /users HTTP/1.1\n'	CODE
MEDIUM	packages/highlight/src/langs/http.test.ts	222	assertHas(between, 'http', '# Create a user', 'comment')	CODE
MEDIUM	…-markdown/src/create-openapi-markdown-renderer.test.ts	747	expect(operation.startsWith('# Create a message\n')).toBe(true)	CODE
MEDIUM	.github/workflows/publish-integrations.yml	577	# Create an account on Sonatype and add the credentials to the repository secrets.	COMMENT

Cross-File Repetition3 hits · 15 pts

Severity	File	Snippet	Context
HIGH	integrations/fastapi/tests/test_scalar_fastapi.py	test that the configuration script is properly generated	STRING
HIGH	integrations/fastapi/tests/test_integration.py	test that the configuration script is properly generated	STRING
HIGH	integrations/django-ninja/tests/test_integration.py	test that the configuration script is properly generated	STRING

Slop Phrases7 hits · 14 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ests/openapi3-examples/3.0/fail/invalidSchemaName.json	20	"description": "This is a sample server Petstore server. You can find out more about Swagger at [http://swagger.io]	CODE
MEDIUM	…or/tests/openapi3-examples/3.0/fail/invalidSchema.json	20	"description": "This is a sample server Petstore server. You can find out more about Swagger at [http://swagger.io]	CODE
MEDIUM	…/tests/openapi3-examples/3.0/fail/hasFlowNotFlows.json	20	"description": "This is a sample server Petstore server. You can find out more about Swagger at [http://swagger.io]	CODE
MEDIUM	…tests/openapi3-examples/3.0/fail/incorrectSecType.json	20	"description": "This is a sample server Petstore server. You can find out more about Swagger at [http://swagger.io]	CODE
MEDIUM	…ests/openapi3-examples/3.0/fail/openapi-vue/edit1.json	4	"description": "This is a sample server Petstore server. You can find out more about Swagger at [http://swagger.io]	CODE
MEDIUM	…ts/openapi3-examples/3.0/fail/openapi-vue/openapi.json	4	"description": "This is a sample server Petstore server. You can find out more about Swagger at [http://swagger.io]	CODE
MEDIUM	…penapi3-examples/3.0/pass/swagger2openapi/openapi.json	20	"description": "This is a sample server Petstore server. You can find out more about Swagger at [http://swagger.io]	CODE

AI Slop Vocabulary4 hits · 11 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/electron/helpers/custom-fetch/to-web-response.test.ts	204	// must be robust against it to avoid a TypeError from the Response constructor.	COMMENT
MEDIUM	…ckages/api-reference/public/examples/long-strings.yaml	11	### Even Longer Heading Level Three That Definitely Needs Wrapping	COMMENT
MEDIUM	…ckages/api-reference/public/examples/long-strings.yaml	194	### Even Longer Subheading That Definitely Needs Wrapping	COMMENT
MEDIUM	…ckages/api-reference/public/examples/long-strings.yaml	210	$ref: '#/components/headers/X-Really-Extremely-Long-Header-Name-That-Definitely-Needs-Wrapping'	CODE

Redundant / Tautological Comments5 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	tooling/scripts/bash/pack.sh	6	# Check if directory	COMMENT
LOW	integrations/docker/scan-documents.sh	17	# Check if mount directory exists	COMMENT
LOW	integrations/docker/start.sh	6	# Check if configuration was generated	COMMENT
LOW	integrations/fastapi/run_tests.py	23	# Check if pytest is available	COMMENT
LOW	integrations/django-ninja/run_tests.py	30	# Check if pytest is available	COMMENT

TODO Padding2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	packages/validation/src/validate.test.ts	560	// TODO: implement this	COMMENT
LOW	packages/validation/src/coerce.ts	138	// TODO: implement smarter scoring for records	COMMENT

Modern Structural Boilerplate2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	integrations/fastapi/scalar_fastapi/__init__.py	12	__all__ = [	CODE
LOW	integrations/django-ninja/scalar_ninja/__init__.py	12	__all__ = [	CODE

AI Structural Patterns1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	integrations/fastapi/scalar_fastapi/scalar_fastapi.py	222		CODE

scalar/scalar

Open-Source Code Quality, Security and Technical Debt Review