appwrite/appwrite

5.3

Adjusted Score

5.3

Raw Score

100%

Time Factor

2026-07-14

Last Push

56.6K

Stars

TypeScript

Language

422.7K

Lines of Code

2.4K

Files

2.1K

Pattern Hits

2026-07-14

Scan Date

0.00

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 0HIGH 10MEDIUM 3LOW 2126

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 2139 distinct pattern matches across 11 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers1590 hits · 1431 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit/Advisor/AuthTest.php	21	public function testAdvisorApisOnlySupportAdminAndKeyAuth(Action $action): void	CODE
LOW	tests/unit/Advisor/Validator/CTAsTest.php	43	public function testAcceptsEntryWithoutParams(): void	CODE
LOW	tests/unit/Advisor/Validator/CTAsTest.php	54	public function testRejectsEntryMissingRequiredKeys(): void	CODE
LOW	tests/unit/Advisor/Validator/CTAsTest.php	63	public function testRejectsEntryWithEmptyStrings(): void	CODE
LOW	tests/unit/Advisor/Validator/CTAsTest.php	74	public function testRejectsEntryWithNonStringFields(): void	CODE
LOW	tests/unit/Advisor/Validator/CTAsTest.php	85	public function testRejectsEntryWithScalarParams(): void	CODE
LOW	tests/unit/Advisor/Validator/CTAsTest.php	105	public function testRejectsMoreThanMaxCount(): void	CODE
LOW	tests/unit/Advisor/Validator/CTAsTest.php	122	public function testAcceptsExactlyMaxCount(): void	CODE
LOW	tests/unit/Advisor/Validator/CTAsTest.php	152	public function testRejectsEntryWithEmptyService(): void	CODE
LOW	tests/unit/Advisor/Validator/CTAsTest.php	163	public function testRejectsEntryWithEmptyMethod(): void	CODE
LOW	tests/unit/Advisor/Validator/CTAsTest.php	174	public function testRejectsUnknownService(): void	CODE
LOW	tests/unit/Advisor/Validator/CTAsTest.php	198	public function testAcceptsCustomAllowedLists(): void	CODE
LOW	tests/unit/Advisor/Validator/CTAsTest.php	218	public function testDefaultMaxCountIsSixteen(): void	CODE
LOW	tests/unit/Docker/Compose/GeneratorTest.php	23	public function testSelectsDatabaseService(): void	CODE
LOW	tests/unit/Docker/Compose/GeneratorTest.php	50	public function testTogglesAssistantService(): void	CODE
LOW	tests/unit/Docker/Compose/GeneratorTest.php	63	public function testKeepsProductionWorkers(): void	CODE
LOW	tests/unit/Docker/Compose/GeneratorTest.php	82	public function testAddsLocalHostPathMount(): void	CODE
LOW	tests/unit/Docker/Compose/GeneratorTest.php	92	public function testRewritesLocalRelativeBindMountsToHostPath(): void	CODE
LOW	tests/unit/Docker/Compose/GeneratorTest.php	106	public function testDoesNotAddDatabaseDependencyWithoutPlaceholder(): void	CODE
LOW	tests/unit/Docker/Compose/GeneratorTest.php	117	public function testKeepsLongCommandsReadable(): void	CODE
LOW	tests/unit/Utopia/ResponseTest.php	91	public function testResponseModelRequired(): void	CODE
LOW	tests/unit/Utopia/ResponseTest.php	106	public function testResponseModelRequiredException(): void	CODE
LOW	tests/unit/Utopia/ResponseTest.php	235	public function testShowSensitiveRestoresPreviousState(): void	CODE
LOW	tests/unit/Utopia/RequestTest.php	65	public function testGetParamsWithMultipleMethods(): void	CODE
LOW	tests/unit/Utopia/RequestTest.php	81	public function testGetParamsWithAllRequired(): void	CODE
LOW	tests/unit/Utopia/RequestTest.php	99	public function testGetParamsWithAllOptional(): void	CODE
LOW	tests/unit/Utopia/RequestTest.php	116	public function testGetParamsMatchesMethodB(): void	CODE
LOW	tests/unit/Utopia/RequestTest.php	132	public function testGetParamsFallbackForMixedAndUnknown(): void	CODE
LOW	tests/unit/Utopia/RequestTest.php	153	public function testRouteIsScopedToRequestInstance(): void	CODE
LOW⚡	tests/unit/Utopia/RequestTest.php	168	public function testGetHeaderLineReturnsStringValue(): void	CODE
LOW⚡	tests/unit/Utopia/RequestTest.php	175	public function testGetHeaderLineReturnsDefaultWhenMissing(): void	CODE
LOW⚡	tests/unit/Utopia/RequestTest.php	181	public function testGetHeaderLineJoinsMultipleValues(): void	CODE
LOW⚡	tests/unit/Utopia/RequestTest.php	190	public function testGetHeadersSynthesizesCookieHeaderFromCookieJar(): void	CODE
LOW	tests/unit/Utopia/RequestTest.php	205	public function testGetHeadersOmitsCookieHeaderWhenNoCookies(): void	CODE
LOW	tests/unit/Utopia/RequestTest.php	250	public function testGetParamsDoesNotCacheRawParamsForServerError(): void	CODE
LOW	tests/unit/Utopia/RequestTest.php	276	public function testGetParamsDoesNotCacheRawParamsForUncodedException(): void	CODE
LOW⚡	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	647	public function testSelectSpecificFieldsNotAllowed(): void	CODE
LOW⚡	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	653	public function testSelectSingleFieldNotAllowed(): void	CODE
LOW⚡	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	659	public function testValidateSelectQueryWithWildcard(): void	CODE
LOW⚡	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	667	public function testValidateSelectQueryWithSpecificFields(): void	CODE
LOW⚡	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	675	public function testValidateSelectQueryWithSingleField(): void	CODE
LOW⚡	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	683	public function testSelectInAllowedQueries(): void	CODE
LOW⚡	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	688	public function testIsSelectAllWithNonSelectQuery(): void	CODE
LOW⚡	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	694	public function testValidateSelectQueryWithNonSelectQuery(): void	CODE
LOW⚡	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	703	public function testFilterWithSelectAllReturnsPayload(): void	CODE
LOW⚡	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	711	public function testFilterWithSelectAllAndOtherQueriesReturnsPayload(): void	CODE
LOW	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	37	public function testFilterWithNoMatchingQuery(): void	CODE
LOW	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	45	public function testFilterWithMatchingQuery(): void	CODE
LOW	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	70	public function testEqualMultipleValuesMatch(): void	CODE
LOW	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	78	public function testEqualMultipleValuesNoMatch(): void	CODE
LOW	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	102	public function testEqualMissingAttribute(): void	CODE
LOW	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	127	public function testNotEqualMultipleValues(): void	CODE
LOW	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	177	public function testLesserStringComparison(): void	CODE
LOW	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	194	public function testLesserEqualExactMatch(): void	CODE
LOW	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	210	public function testLesserEqualMultipleValues(): void	CODE
LOW	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	244	public function testGreaterMultipleValues(): void	CODE
LOW	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	262	public function testGreaterEqualExactMatch(): void	CODE
LOW	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	278	public function testGreaterEqualMultipleValues(): void	CODE
LOW	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	304	public function testIsNullMissingAttribute(): void	CODE
LOW	tests/unit/Utopia/Database/Query/RuntimeQueryTest.php	329	public function testIsNotNullMissingAttribute(): void	CODE
1530 more matches not shown…

Verbosity Indicators144 hits · 265 pts

Severity	File	Line	Snippet	Context
LOW⚡	app/controllers/shared/api.php	113	// Step 1: Check if project is empty	COMMENT
LOW⚡	app/controllers/shared/api.php	118	// Step 2: Get roles configuration	COMMENT
LOW⚡	app/controllers/shared/api.php	121	// Step 3: Determine role for user	COMMENT
LOW⚡	app/controllers/shared/api.php	128	// Step 4: Get scopes for the role	COMMENT
LOW⚡	app/controllers/shared/api.php	131	// Step 5: API Key Authentication	COMMENT
LOW⚡	app/controllers/shared/api.php	457	// Step 9: Validate scope permissions	COMMENT
LOW⚡	app/controllers/shared/api.php	463	// Step 10: Check if user is blocked	COMMENT
LOW⚡	app/controllers/shared/api.php	468	// Step 11: Verify password status	COMMENT
LOW⚡	app/controllers/shared/api.php	473	// Step 12: Validate MFA requirements	COMMENT
LOW⚡	app/controllers/shared/api.php	481	// Step 13: Handle Multi-Factor Authentication	COMMENT
LOW	app/controllers/shared/api.php	382	// Step 6: Update project and user last activity	COMMENT
LOW⚡	tests/unit/Messaging/MessagingTest.php	594	// Step 1: guest subscribes. convertChannels preserves the literal form.	COMMENT
LOW⚡	tests/unit/Messaging/MessagingTest.php	599	// Step 2: fromPayload publishes account.create alongside the user-scoped form.	COMMENT
LOW	tests/unit/Messaging/MessagingTest.php	547	// Step 2: A → B.	COMMENT
LOW	tests/unit/Messaging/MessagingTest.php	558	// Step 3: permissions-change for B (userId stays 'B').	COMMENT
LOW	tests/unit/Messaging/MessagingTest.php	569	// Step 4: B → C.	COMMENT
LOW	tests/unit/Messaging/MessagingTest.php	618	// Step 3: in-band auth promotes the guest to user 'B'.	COMMENT
LOW	tests/benchmarks/bulk-operations/utils.js	69	// Step 1: Create Account	COMMENT
LOW	tests/benchmarks/bulk-operations/utils.js	85	// Step 2: Create Session	COMMENT
LOW	tests/benchmarks/bulk-operations/utils.js	110	// Step 3: Create Team	COMMENT
LOW	tests/benchmarks/bulk-operations/utils.js	122	// Step 4: Create Project	COMMENT
LOW	tests/benchmarks/bulk-operations/utils.js	135	// Step 5: Create API Key	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3110	// Step 1: Create new documents with age > 25 in transaction	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3143	// Step 2: Bulk update all documents with age > 25 to have status 'active'	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3293	// Step 1: Update some documents to have category 'special' in transaction	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3320	// Step 2: Bulk update all documents with category 'special' to have priority 'high'	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3459	// Step 1: Create temporary documents in transaction	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3490	// Step 2: Bulk delete all documents with type 'temporary'	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3623	// Step 1: Mark some documents for deletion by updating their status	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3650	// Step 2: Bulk delete all documents with status 'marked_for_deletion'	COMMENT
LOW⚡	…ces/Project/PoliciesSessionDurationIntegrationTest.php	44	// Step 1: Set session duration to 5 seconds	COMMENT
LOW⚡	…ces/Project/PoliciesSessionDurationIntegrationTest.php	47	// Step 2: Create user and a session	COMMENT
LOW⚡	…ces/Project/PoliciesSessionDurationIntegrationTest.php	76	// Step 3: Poll until the 5s TTL elapses - session should expire	COMMENT
LOW⚡	…ces/Project/PoliciesSessionDurationIntegrationTest.php	82	// Step 4: Raise duration to 10s - same session should still not be usable	COMMENT
LOW⚡	…ces/Project/PoliciesSessionDurationIntegrationTest.php	88	// Step 5: Set duration to 1 year	COMMENT
LOW⚡	…ces/Project/PoliciesSessionDurationIntegrationTest.php	91	// Step 6: Same session should still not be usable	COMMENT
LOW⚡	…roject/PoliciesPasswordPersonalDataIntegrationTest.php	87	// Step 1: Enable password personal data policy	COMMENT
LOW⚡	…roject/PoliciesPasswordPersonalDataIntegrationTest.php	90	// Step 2: Each of the four personal-data fields in the password must block user creation	COMMENT
LOW⚡	…roject/PoliciesPasswordPersonalDataIntegrationTest.php	97	// Step 3: Disable password personal data policy	COMMENT
LOW⚡	…roject/PoliciesPasswordPersonalDataIntegrationTest.php	100	// Step 4: The same categories of passwords should now be accepted (fresh data to avoid uniqueness conflicts)	COMMENT
LOW	…/Services/Project/MockPhonesSessionIntegrationTest.php	35	// Step 1: Configure two mock phones with distinct OTPs.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	369	// Step 1: Set a custom replyToEmail.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	380	// Step 2: Clear it with an empty string.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	385	// Step 3: Verify the cleared value persists.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	396	// Step 1: Configure SMTP with a sender email, then disable it.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	405	// Step 2: Clear senderEmail while keeping SMTP disabled.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	414	// Step 3: Verify the cleared value persists.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	615	// Step 1: Set username and password.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	627	// Step 2: Clear both credentials by passing empty strings.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	637	// Step 3: Verify the cleared username persists (a no-params PATCH must not restore it).	COMMENT
LOW⚡	tests/e2e/Services/Project/TemplatesBase.php	565	// Step 1: Set a custom en verification template with sender and reply-to fields.	COMMENT
LOW⚡	tests/e2e/Services/Project/TemplatesBase.php	582	// Step 2: GET en verification template and ensure it reflects the custom values.	COMMENT
LOW⚡	tests/e2e/Services/Project/TemplatesBase.php	590	// Step 3: Update the same template, clearing sender and reply-to fields to empty strings.	COMMENT
LOW⚡	tests/e2e/Services/Project/TemplatesBase.php	605	// Step 4: GET again to confirm the cleared values persist.	COMMENT
LOW⚡	…rvices/Project/PoliciesSessionAlertIntegrationTest.php	84	// Step 1: Disable session alerts	COMMENT
LOW⚡	…rvices/Project/PoliciesSessionAlertIntegrationTest.php	87	// Step 2: Create user1 and two sessions	COMMENT
LOW⚡	…rvices/Project/PoliciesSessionAlertIntegrationTest.php	93	// Step 3: No alert should arrive in the next 10 seconds	COMMENT
LOW⚡	…rvices/Project/PoliciesSessionAlertIntegrationTest.php	96	// Step 4: Enable session alerts	COMMENT
LOW⚡	…rvices/Project/PoliciesSessionAlertIntegrationTest.php	99	// Step 5: Create user2 and one session	COMMENT
LOW⚡	…rvices/Project/PoliciesSessionAlertIntegrationTest.php	104	// Step 6: First session never alerts, so nothing arrives in 10 seconds	COMMENT
84 more matches not shown…

Structural Annotation Overuse144 hits · 264 pts

Severity	File	Line	Snippet	Context
LOW⚡	app/controllers/shared/api.php	113	// Step 1: Check if project is empty	COMMENT
LOW⚡	app/controllers/shared/api.php	118	// Step 2: Get roles configuration	COMMENT
LOW⚡	app/controllers/shared/api.php	121	// Step 3: Determine role for user	COMMENT
LOW⚡	app/controllers/shared/api.php	128	// Step 4: Get scopes for the role	COMMENT
LOW⚡	app/controllers/shared/api.php	131	// Step 5: API Key Authentication	COMMENT
LOW⚡	app/controllers/shared/api.php	457	// Step 9: Validate scope permissions	COMMENT
LOW⚡	app/controllers/shared/api.php	463	// Step 10: Check if user is blocked	COMMENT
LOW⚡	app/controllers/shared/api.php	468	// Step 11: Verify password status	COMMENT
LOW⚡	app/controllers/shared/api.php	473	// Step 12: Validate MFA requirements	COMMENT
LOW⚡	app/controllers/shared/api.php	481	// Step 13: Handle Multi-Factor Authentication	COMMENT
LOW	app/controllers/shared/api.php	382	// Step 6: Update project and user last activity	COMMENT
LOW⚡	tests/unit/Messaging/MessagingTest.php	594	// Step 1: guest subscribes. convertChannels preserves the literal form.	COMMENT
LOW⚡	tests/unit/Messaging/MessagingTest.php	599	// Step 2: fromPayload publishes account.create alongside the user-scoped form.	COMMENT
LOW	tests/unit/Messaging/MessagingTest.php	547	// Step 2: A → B.	COMMENT
LOW	tests/unit/Messaging/MessagingTest.php	558	// Step 3: permissions-change for B (userId stays 'B').	COMMENT
LOW	tests/unit/Messaging/MessagingTest.php	569	// Step 4: B → C.	COMMENT
LOW	tests/unit/Messaging/MessagingTest.php	618	// Step 3: in-band auth promotes the guest to user 'B'.	COMMENT
LOW	tests/benchmarks/bulk-operations/utils.js	69	// Step 1: Create Account	COMMENT
LOW	tests/benchmarks/bulk-operations/utils.js	85	// Step 2: Create Session	COMMENT
LOW	tests/benchmarks/bulk-operations/utils.js	110	// Step 3: Create Team	COMMENT
LOW	tests/benchmarks/bulk-operations/utils.js	122	// Step 4: Create Project	COMMENT
LOW	tests/benchmarks/bulk-operations/utils.js	135	// Step 5: Create API Key	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3110	// Step 1: Create new documents with age > 25 in transaction	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3143	// Step 2: Bulk update all documents with age > 25 to have status 'active'	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3293	// Step 1: Update some documents to have category 'special' in transaction	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3320	// Step 2: Bulk update all documents with category 'special' to have priority 'high'	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3459	// Step 1: Create temporary documents in transaction	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3490	// Step 2: Bulk delete all documents with type 'temporary'	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3623	// Step 1: Mark some documents for deletion by updating their status	COMMENT
LOW	…e/Services/Databases/Transactions/TransactionsBase.php	3650	// Step 2: Bulk delete all documents with status 'marked_for_deletion'	COMMENT
LOW⚡	…ces/Project/PoliciesSessionDurationIntegrationTest.php	44	// Step 1: Set session duration to 5 seconds	COMMENT
LOW⚡	…ces/Project/PoliciesSessionDurationIntegrationTest.php	47	// Step 2: Create user and a session	COMMENT
LOW⚡	…ces/Project/PoliciesSessionDurationIntegrationTest.php	76	// Step 3: Poll until the 5s TTL elapses - session should expire	COMMENT
LOW⚡	…ces/Project/PoliciesSessionDurationIntegrationTest.php	82	// Step 4: Raise duration to 10s - same session should still not be usable	COMMENT
LOW⚡	…ces/Project/PoliciesSessionDurationIntegrationTest.php	88	// Step 5: Set duration to 1 year	COMMENT
LOW⚡	…ces/Project/PoliciesSessionDurationIntegrationTest.php	91	// Step 6: Same session should still not be usable	COMMENT
LOW⚡	…roject/PoliciesPasswordPersonalDataIntegrationTest.php	87	// Step 1: Enable password personal data policy	COMMENT
LOW⚡	…roject/PoliciesPasswordPersonalDataIntegrationTest.php	90	// Step 2: Each of the four personal-data fields in the password must block user creation	COMMENT
LOW⚡	…roject/PoliciesPasswordPersonalDataIntegrationTest.php	97	// Step 3: Disable password personal data policy	COMMENT
LOW⚡	…roject/PoliciesPasswordPersonalDataIntegrationTest.php	100	// Step 4: The same categories of passwords should now be accepted (fresh data to avoid uniqueness conflicts)	COMMENT
LOW	…/Services/Project/MockPhonesSessionIntegrationTest.php	35	// Step 1: Configure two mock phones with distinct OTPs.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	369	// Step 1: Set a custom replyToEmail.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	380	// Step 2: Clear it with an empty string.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	385	// Step 3: Verify the cleared value persists.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	396	// Step 1: Configure SMTP with a sender email, then disable it.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	405	// Step 2: Clear senderEmail while keeping SMTP disabled.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	414	// Step 3: Verify the cleared value persists.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	615	// Step 1: Set username and password.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	627	// Step 2: Clear both credentials by passing empty strings.	COMMENT
LOW⚡	tests/e2e/Services/Project/SMTPBase.php	637	// Step 3: Verify the cleared username persists (a no-params PATCH must not restore it).	COMMENT
LOW⚡	tests/e2e/Services/Project/TemplatesBase.php	565	// Step 1: Set a custom en verification template with sender and reply-to fields.	COMMENT
LOW⚡	tests/e2e/Services/Project/TemplatesBase.php	582	// Step 2: GET en verification template and ensure it reflects the custom values.	COMMENT
LOW⚡	tests/e2e/Services/Project/TemplatesBase.php	590	// Step 3: Update the same template, clearing sender and reply-to fields to empty strings.	COMMENT
LOW⚡	tests/e2e/Services/Project/TemplatesBase.php	605	// Step 4: GET again to confirm the cleared values persist.	COMMENT
LOW⚡	…rvices/Project/PoliciesSessionAlertIntegrationTest.php	84	// Step 1: Disable session alerts	COMMENT
LOW⚡	…rvices/Project/PoliciesSessionAlertIntegrationTest.php	87	// Step 2: Create user1 and two sessions	COMMENT
LOW⚡	…rvices/Project/PoliciesSessionAlertIntegrationTest.php	93	// Step 3: No alert should arrive in the next 10 seconds	COMMENT
LOW⚡	…rvices/Project/PoliciesSessionAlertIntegrationTest.php	96	// Step 4: Enable session alerts	COMMENT
LOW⚡	…rvices/Project/PoliciesSessionAlertIntegrationTest.php	99	// Step 5: Create user2 and one session	COMMENT
LOW⚡	…rvices/Project/PoliciesSessionAlertIntegrationTest.php	104	// Step 6: First session never alerts, so nothing arrives in 10 seconds	COMMENT
84 more matches not shown…

Fake / Example Data222 hits · 200 pts

Severity	File	Line	Snippet	Context
LOW⚡	app/config/templates/function.php	213	'placeholder' => 'neo4j+s://4tg4mddo.databases.neo4j.io',	CODE
LOW⚡	app/config/templates/function.php	221	'placeholder' => 'neo4j',	CODE
LOW⚡	app/config/templates/function.php	229	'placeholder' => 'mCUc4PbVUQN-_NkTLJLisb6ccnwzQKKhrkF77YMctzx',	CODE
LOW⚡	app/config/templates/function.php	306	'placeholder' => 'ep-still-sea-a792sh84.eu-central-1.aws.neon.tech',	CODE
LOW⚡	app/config/templates/function.php	314	'placeholder' => 'main',	CODE
LOW⚡	app/config/templates/function.php	322	'placeholder' => 'main_owner',	CODE
LOW⚡	app/config/templates/function.php	330	'placeholder' => 'iQCfaUaaWB3B',	CODE
LOW⚡	app/config/templates/function.php	338	'placeholder' => 'ep-still-sea-a792sh84',	CODE
LOW⚡	app/config/templates/function.php	396	'placeholder' => 'sk-wzG...vcy',	CODE
LOW⚡	app/config/templates/function.php	404	'placeholder' => '512',	CODE
LOW⚡	app/config/templates/function.php	455	'placeholder' => 'db9...980',	CODE
LOW⚡	app/config/templates/function.php	463	'placeholder' => '427...169',	CODE
LOW⚡	app/config/templates/function.php	471	'placeholder' => 'NDI...LUfg',	CODE
LOW⚡	app/config/templates/function.php	665	'placeholder' => 'urlShortener',	CODE
LOW⚡	app/config/templates/function.php	673	'placeholder' => 'urls',	CODE
LOW⚡	app/config/templates/function.php	681	'placeholder' => 'https://shortdomain.io',	CODE
LOW⚡	app/config/templates/function.php	731	'placeholder' => '64a55...7b912',	CODE
LOW⚡	app/config/templates/function.php	738	'placeholder' => '7c3e8...2a9f1',	CODE
LOW⚡	app/config/templates/function.php	745	'placeholder' => 'OFCNCOG2CU',	CODE
LOW⚡	app/config/templates/function.php	752	'placeholder' => 'fd0aa...136a8',	CODE
LOW⚡	app/config/templates/function.php	759	'placeholder' => 'my_index',	CODE
LOW⚡	app/config/templates/function.php	766	'placeholder' => 'bf2f5...df733',	CODE
LOW⚡	app/config/templates/function.php	830	'placeholder' => '64a55...7b912',	CODE
LOW⚡	app/config/templates/function.php	837	'placeholder' => '7c3e8...2a9f1',	CODE
LOW⚡	app/config/templates/function.php	844	'placeholder' => 'http://127.0.0.1:7700',	CODE
LOW⚡	app/config/templates/function.php	851	'placeholder' => 'masterKey1234',	CODE
LOW⚡	app/config/templates/function.php	858	'placeholder' => 'searchKey1234',	CODE
LOW⚡	app/config/templates/function.php	865	'placeholder' => 'appwrite_index',	CODE
LOW⚡	app/config/templates/function.php	937	'placeholder' => '62...97',	CODE
LOW⚡	app/config/templates/function.php	944	'placeholder' => 'Zjc...5PH',	CODE
LOW⚡	app/config/templates/function.php	951	'placeholder' => 'NXOi3...IBHDa',	CODE
LOW⚡	app/config/templates/function.php	958	'placeholder' => '+14000000102',	CODE
LOW⚡	app/config/templates/function.php	995	'placeholder' => 'mywebapp-f6e57',	CODE
LOW⚡	app/config/templates/function.php	1002	'placeholder' => 'fcm-adminsdk-2f0de@test-f7q57.iam.gserviceaccount.com',	CODE
LOW⚡	app/config/templates/function.php	1009	'placeholder' => '0b683...75675',	CODE
LOW⚡	app/config/templates/function.php	1016	'placeholder' => 'https://my-app-f298e.firebaseio.com',	CODE
LOW⚡	app/config/templates/function.php	1067	'placeholder' => 'smtp.mailgun.org',	CODE
LOW⚡	app/config/templates/function.php	1074	'placeholder' => '25',	CODE
LOW⚡	app/config/templates/function.php	1081	'placeholder' => 'no-reply@mywebapp.org',	CODE
LOW⚡	app/config/templates/function.php	1088	'placeholder' => '5up3r5tr0ngP4ssw0rd',	CODE
LOW⚡	app/config/templates/function.php	1095	'placeholder' => 'me@mywebapp.org',	CODE
LOW⚡	app/config/templates/function.php	1103	'placeholder' => 'https://mywebapp.org,https://mywebapp.com',	CODE
LOW⚡	app/config/templates/function.php	1182	'placeholder' => 'sk_test_51J...',	CODE
LOW⚡	app/config/templates/function.php	1189	'placeholder' => 'whsec_...',	CODE
LOW⚡	app/config/templates/function.php	1197	'placeholder' => 'orders',	CODE
LOW⚡	app/config/templates/function.php	1205	'placeholder' => 'orders',	CODE
LOW⚡	app/config/templates/function.php	1314	'placeholder' => 'ai',	CODE
LOW⚡	app/config/templates/function.php	1322	'placeholder' => 'image_classification',	CODE
LOW⚡	app/config/templates/function.php	1330	'placeholder' => 'image_classification',	CODE
LOW⚡	app/config/templates/function.php	1337	'placeholder' => 'hf_MUvn...',	CODE
LOW⚡	app/config/templates/function.php	1374	'placeholder' => 'ai',	CODE
LOW⚡	app/config/templates/function.php	1382	'placeholder' => 'object_detection',	CODE
LOW⚡	app/config/templates/function.php	1390	'placeholder' => 'object_detection',	CODE
LOW⚡	app/config/templates/function.php	1397	'placeholder' => 'hf_MUvn...',	CODE
LOW⚡	app/config/templates/function.php	1434	'placeholder' => 'ai',	CODE
LOW⚡	app/config/templates/function.php	1442	'placeholder' => 'speech_recognition',	CODE
LOW⚡	app/config/templates/function.php	1450	'placeholder' => 'speech_recognition',	CODE
LOW⚡	app/config/templates/function.php	1457	'placeholder' => 'hf_MUvn...',	CODE
LOW⚡	app/config/templates/function.php	1497	'placeholder' => 'ai',	CODE
LOW⚡	app/config/templates/function.php	1505	'placeholder' => 'speech_recognition',	CODE
162 more matches not shown…

Magic Placeholder Names9 hits · 52 pts

Severity	File	Line	Snippet	Context
HIGH⚡	app/config/templates/function.php	394	'description' => 'A unique key used to authenticate with the OpenAI API. This is a paid service and you	CODE
HIGH⚡	app/config/templates/function.php	1716	'description' => 'A unique key used to authenticate with the OpenAI API. This is a paid service and you	CODE
HIGH⚡	app/config/templates/function.php	1781	'description' => 'A unique key used to authenticate with the OpenAI API. This is a paid service and you	CODE
HIGH	docs/sdks/dart/EXAMPLES.md	11	.setKey('<YOUR_API_KEY>');	CODE
HIGH	docs/sdks/dart/EXAMPLES.md	11	.setKey('<YOUR_API_KEY>');	CODE
HIGH	docs/sdks/dart/GETTING_STARTED.md	9	.setKey('<YOUR_API_KEY>');	CODE
HIGH	docs/sdks/dart/GETTING_STARTED.md	9	.setKey('<YOUR_API_KEY>');	CODE
HIGH	src/Appwrite/SDK/Specification/Format/OpenAPI3.php	87	'Key' => '<YOUR_API_KEY>',	CODE
HIGH	src/Appwrite/SDK/Specification/Format/OpenAPI3.php	87	'Key' => '<YOUR_API_KEY>',	CODE

Over-Commented Block24 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	test-build.sh	1	#!/usr/bin/env bash	COMMENT
LOW	app/config/oAuthProviders.php	481	'icon' => 'icon-zoom',	COMMENT
LOW	app/config/storage/logos.php	21	// // Microsoft Word	COMMENT
LOW	app/config/storage/logos.php	41	// 'application/vnd.ms-powerpoint.addin.macroEnabled.12' => __DIR__.'/logos/ppt.png',	COMMENT
LOW	tests/unit/Platform/Workers/NotificationsTest.php	841		COMMENT
LOW	tests/e2e/Services/Databases/DatabasesBase.php	4361	Query::search('title', $value)->toString(),	COMMENT
LOW	…/Services/ProjectWebhooks/WebhooksCustomServerTest.php	861	// wait for timeout function to complete	COMMENT
LOW	…s/e2e/Services/GraphQL/TablesDB/DatabaseServerTest.php	1961	];	COMMENT
LOW	…s/e2e/Services/GraphQL/TablesDB/DatabaseServerTest.php	1981	// 'name' => 'John Doe',	COMMENT
LOW	…s/e2e/Services/GraphQL/TablesDB/DatabaseServerTest.php	2261	$this->assertIsArray($row['body']['data']['tablesDBGetRow']);	COMMENT
LOW	…s/e2e/Services/GraphQL/TablesDB/DatabaseServerTest.php	2281	// $this->assertArrayNotHasKey('errors', $customEntities['body']);	COMMENT
LOW	…s/e2e/Services/GraphQL/TablesDB/DatabaseServerTest.php	2401	// */	COMMENT
LOW	…s/e2e/Services/GraphQL/TablesDB/DatabaseServerTest.php	2461	// $gqlPayload = [	COMMENT
LOW	…sts/e2e/Services/GraphQL/Legacy/DatabaseServerTest.php	1781	// * @depends testCreateFloatAttribute	COMMENT
LOW	…sts/e2e/Services/GraphQL/Legacy/DatabaseServerTest.php	1801	// ]	COMMENT
LOW	…sts/e2e/Services/GraphQL/Legacy/DatabaseServerTest.php	2081	// * @throws Exception	COMMENT
LOW	…sts/e2e/Services/GraphQL/Legacy/DatabaseServerTest.php	2101	// /**	COMMENT
LOW	…sts/e2e/Services/GraphQL/Legacy/DatabaseServerTest.php	2221	// $projectId = $this->getProject()['$id'];	COMMENT
LOW	…sts/e2e/Services/GraphQL/Legacy/DatabaseServerTest.php	2261	$document = $this->client->call(Client::METHOD_POST, '/graphql', array_merge([	COMMENT
LOW	…sts/e2e/Services/GraphQL/Legacy/DatabaseServerTest.php	2281	// 'id' => $data['id'],	COMMENT
LOW	.github/workflows/issue-triage.lock.yml	1	# This file was automatically generated by gh-aw. DO NOT EDIT.	COMMENT
LOW	.github/workflows/issue-triage.lock.yml	21	# pre_activation --> activation	COMMENT
LOW	src/Appwrite/Compute/Job.php	61	// internal endpoint when configured, falling back to the public host.	COMMENT
LOW	src/Appwrite/Migration/Version/V19.php	521	// try {	COMMENT

Modern AI Meta-Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/issue-triage.lock.yml	4	# For more information: https://github.com/githubnext/gh-aw/blob/main/.github/instructions/github-agentic-workflows.inst	COMMENT
MEDIUM	.github/workflows/issue-triage.lock.yml	4	# For more information: https://github.com/githubnext/gh-aw/blob/main/.github/instructions/github-agentic-workflows.inst	COMMENT

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	src/Appwrite/Platform/Tasks/SDKs.php	531	$aiChangelog = ''; // Track AI-generated changelog for PR description	CODE

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	tests/resources/swagger2.json	1	{"swagger":"2.0","info":{"version":"0.8.0","title":"Appwrite","description":"Appwrite backend as a service cuts up to 70	CODE

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/e2e/Services/Sites/SitesCustomServerTest.php	969	// // TODO: Implement testCreateDeploymentFromCLI() later	COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	mongo-init-replicaset.sh	6	# Check if replica set is already initialized	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings