3.8

Adjusted Signal

3.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

17.6K

Stars

Rust

Language

126.3K

Lines of Code

609

Files

486

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 16.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 467 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.8/100 · LOW

Are imports declared and package/API names verified? 19 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 2 finding(s).

PR Review Velocity Impact 17.6/100 · LOW

Which changes need focused human review? 486 finding(s).

What These Metrics Mean

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

Pattern-Signal History

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

Severity Breakdown

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

CRITICAL 0HIGH 0MEDIUM 2LOW 484

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

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

Over-Commented Block461 hits · 448 pts

Severity	File	Line	Snippet	Context
LOW	sqlx-postgres/src/copy.rs	21	/// Issue a `COPY FROM STDIN` statement and transition the connection to streaming data	COMMENT
LOW	sqlx-postgres/src/copy.rs	41	///	COMMENT
LOW	sqlx-postgres/src/copy.rs	61	) -> Result<BoxStream<'c, Result<Bytes>>> {	COMMENT
LOW	sqlx-postgres/src/copy.rs	81	/// <https://www.postgresql.org/docs/current/sql-copy.html>	COMMENT
LOW	sqlx-postgres/src/copy.rs	201	.inner	COMMENT
LOW	sqlx-postgres/src/arguments.rs	21	// backtrack and update the prefixed-len, then write until the next patch offset	COMMENT
LOW	sqlx-postgres/src/statement.rs	61	// impl<'q> From<PgStatement<'q>> for crate::any::AnyStatement<'q> {	COMMENT
LOW	sqlx-postgres/src/statement.rs	81	// }	COMMENT
LOW	sqlx-postgres/src/type_info.rs	21	/// if one was constructed with [`Self::with_oid()`] and the other with [`Self::with_name()`] or	COMMENT
LOW	sqlx-postgres/src/type_info.rs	201	/// Returns the _kind_ (simple, array, enum, etc.) for this type.	COMMENT
LOW	sqlx-postgres/src/type_info.rs	261	Some("mac_address")	COMMENT
LOW	sqlx-postgres/src/type_info.rs	281	///	COMMENT
LOW	sqlx-postgres/src/type_info.rs	301	/// // Will prevent SQLx from inferring `_foo` as an array type.	COMMENT
LOW	sqlx-postgres/src/type_info.rs	321	elem_name: elem_name.into(),	COMMENT
LOW	sqlx-postgres/src/advisory_lock.rs	21	///	COMMENT
LOW	sqlx-postgres/src/advisory_lock.rs	41	key: PgAdvisoryLockKey,	COMMENT
LOW	sqlx-postgres/src/advisory_lock.rs	61	/// The keyspace designated by a single 64-bit integer.	COMMENT
LOW	sqlx-postgres/src/advisory_lock.rs	81	/// This means the lock is not actually released as soon as the guard is dropped. To ensure the	COMMENT
LOW	sqlx-postgres/src/advisory_lock.rs	101	/// [hkdf]: https://datatracker.ietf.org/doc/html/rfc5869	COMMENT
LOW	sqlx-postgres/src/advisory_lock.rs	121	//	COMMENT
LOW	sqlx-postgres/src/advisory_lock.rs	141	// This is specified by RFC 5869 but not elaborated upon:	COMMENT
LOW	sqlx-postgres/src/advisory_lock.rs	181	// It has something to do with how lifetimes work on the `Acquire` trait, I couldn't	COMMENT
LOW	sqlx-postgres/src/advisory_lock.rs	241	/// A connection-like type is required to execute the call. Allowed types include `PgConnection`,	COMMENT
LOW	sqlx-postgres/src/advisory_lock.rs	281		COMMENT
LOW	sqlx-postgres/src/bind_iter.rs	21	/// iterating over them again to encode.	COMMENT
LOW	sqlx-postgres/src/bind_iter.rs	41	/// birthdate: DateTime<Utc>,	COMMENT
LOW	sqlx-postgres/src/listener.rs	81	/// while [`Self::recv()`] or [`Self::try_recv()`] are waiting for a message, the wait is	COMMENT
LOW	sqlx-postgres/src/listener.rs	101	/// Set whether a lost connection in `try_recv()` should be re-established before it returns	COMMENT
LOW	sqlx-postgres/src/listener.rs	201	/// If the connection to PostgreSQL is lost, it is automatically reconnected on the next	COMMENT
LOW	sqlx-postgres/src/listener.rs	221	/// }	COMMENT
LOW	sqlx-postgres/src/listener.rs	241	/// ```rust,no_run	COMMENT
LOW	sqlx-postgres/src/column.rs	21	}	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	121	);	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	141	/// .host("localhost");	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	161	self	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	181	/// # use sqlx_postgres::PgConnectOptions;	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	221	&mut self.ssl_options	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	241	self	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	261	}	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	281	///	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	301	pub fn ssl_client_cert_from_pem(mut self, cert: impl AsRef<[u8]>) -> Self {	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	321	self	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	341	/// // Providing a CA certificate with less than VerifyCa is pointless	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	381	///	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	401	/// The nominal range for this value is `-15` to `3`, where negative values for this option	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	421	/// * [Postgres manual, 20.11.2: Client Connection Defaults; Locale and Formatting][20.11.2]	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	441	self.extra_float_digits = extra_float_digits.into().map(\|it\| it.to_string().into());	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	501	/// .host("127.0.0.1");	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	521		COMMENT
LOW	sqlx-postgres/src/options/mod.rs	541	/// # use sqlx_postgres::PgConnectOptions;	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	561	self.database.as_deref()	COMMENT
LOW	sqlx-postgres/src/options/mod.rs	581	/// ```rust	COMMENT
LOW	sqlx-postgres/src/types/money.rs	21	/// Reading `MONEY` value in text format is not supported and will cause an error.	COMMENT
LOW	sqlx-postgres/src/types/money.rs	41	/// ```	COMMENT
LOW	sqlx-postgres/src/types/money.rs	81	/// See the type-level docs for an explanation of `locale_frac_digits`.	COMMENT
LOW	sqlx-postgres/src/types/ltree.rs	61	impl Display for PgLTreeLabel {	COMMENT
LOW	sqlx-postgres/src/types/lquery.rs	21	UnexpectedCharacter,	COMMENT
LOW	sqlx-postgres/src/types/lquery.rs	41	/// Ideally, SQLx's Postgres driver should support falling back to text format for types	COMMENT
LOW	sqlx-postgres/src/types/mod.rs	1	//! Conversions between Rust and Postgres types.	COMMENT
LOW	sqlx-postgres/src/types/mod.rs	21	//! \| [`PgLQuery`] \| LQUERY \|	COMMENT
401 more matches not shown…

Fake / Example Data17 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW	README.md	337	.bind("user@example.com")	CODE
LOW	README.md	361	.bind("user@example.com")	CODE
LOW	tests/sqlite/sqlite.rs	1237	sqlx::query("insert into foo(bar, baz) values (1234, 'Lorem ipsum'), (5678, 'dolor sit amet')")	CODE
LOW	tests/sqlite/sqlite.rs	1237	sqlx::query("insert into foo(bar, baz) values (1234, 'Lorem ipsum'), (5678, 'dolor sit amet')")	CODE
LOW	tests/sqlite/sqlite.rs	1256	assert_eq!(rows[0].1, "Lorem ipsum");	CODE
LOW	tests/sqlite/sqlite.rs	1259	assert_eq!(rows[1].1, "dolor sit amet");	CODE
LOW	tests/sqlite/sqlite.rs	1274	"insert into foo.foo(bar, baz) values (1234, 'Lorem ipsum'), (5678, 'dolor sit amet')",	CODE
LOW	tests/sqlite/sqlite.rs	1274	"insert into foo.foo(bar, baz) values (1234, 'Lorem ipsum'), (5678, 'dolor sit amet')",	CODE
LOW	tests/sqlite/sqlite.rs	1299	assert_eq!(rows[0].1, "Lorem ipsum");	CODE
LOW	tests/sqlite/sqlite.rs	1302	assert_eq!(rows[1].1, "dolor sit amet");	CODE
LOW	tests/mysql/mysql.rs	654	SET @myvar := 'test@test.com';	CODE
LOW	tests/mysql/mysql.rs	717	VALUES (1, 'Hello, world!', 'Lorem ipsum dolor sit amet', X'01020304DEADBEEF');	CODE
LOW	tests/mysql/mysql.rs	717	VALUES (1, 'Hello, world!', 'Lorem ipsum dolor sit amet', X'01020304DEADBEEF');	CODE
LOW	tests/mysql/mysql.rs	744	"Lorem ipsum dolor sit amet"	CODE
LOW	tests/mysql/mysql.rs	744	"Lorem ipsum dolor sit amet"	CODE
LOW	examples/postgres/json/README.md	28	echo '{ "name": "John Doe", "age": 30 }' \| cargo run -- add	CODE
LOW	examples/postgres/json/README.md	34	echo '{ "name": "Jane Doe", "age": 25, "array": ["string", true, 0] }' \| cargo run -- add	CODE

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	sqlx-core/src/from_row.rs	216	/// If your database supports a JSON type, you can leverage `#[sqlx(json)]`	COMMENT
MEDIUM	sqlx-core/src/pool/options.rs	15	/// Essentially, because it's impossible to write generic bounds that describe a closure	COMMENT

Hyper-Verbose Identifiers2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	tests/x.py	38	def maybe_fetch_sqlite_extension():	CODE
LOW	tests/x.py	68	def required_feature_for_test(test_name):	CODE

Unused Imports2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	tests/x.py	6		CODE
LOW	examples/x.py	18		CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	gen-changelog.sh	86	# Check if the entry already exists in the changelog or in our list of new authors.	COMMENT

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	tests/x.py	93		CODE

transact-rs/sqlx

Open-Source Code Quality, Security and Technical Debt Review