3.2

Adjusted Signal

3.2

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

4.5K

Stars

Rust

Language

69.9K

Lines of Code

Files

235

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 14.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 235 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 0 finding(s).

PR Review Velocity Impact 15.6/100 · LOW

Which changes need focused human review? 235 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 1LOW 234

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 235 distinct pattern matches across 2 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 Block234 hits · 221 pts

Severity	File	Line	Snippet	Context
LOW	libsqlite3-sys/build.rs	661	// When cross compiling unless effort is taken to fix the issue, bindgen	COMMENT
LOW	libsqlite3-sys/sqlite3/wasm32-wasi-vfs.c	121	#include <string.h>	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	81	# define SQLITE_APICALL	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	441	**	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	461	#define SQLITE_CORRUPT 11 /* The database disk image is malformed */	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	501	#define SQLITE_ERROR_RETRY (SQLITE_ERROR \| (2<<8))	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	521	#define SQLITE_IOERR_CLOSE (SQLITE_IOERR \| (16<<8))	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	541	#define SQLITE_IOERR_CODEC (SQLITE_IOERR \| (36<<8))	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	561	#define SQLITE_READONLY_DIRECTORY (SQLITE_READONLY \| (6<<8))	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	601	** error in future versions of SQLite.	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	1241	** </ul>	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	1261	#define SQLITE_FCNTL_HAS_MOVED 20	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	2221	#define SQLITE_CONFIG_HEAP 8 /* void, int nByte, int min /	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	2701	#define SQLITE_DBCONFIG_ENABLE_FKEY 1002 /* int int* */	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	3541	#define SQLITE_CREATE_TEMP_TRIGGER 5 /* Trigger Name Table Name */	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	7961	** the [sqlite3_vtab_collation()] interface. For most real-world virtual	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	8641	#define SQLITE_MUTEX_STATIC_PRNG 5 /* sqlite3_randomness() */	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	8741	#define SQLITE_TESTCTRL_FIRST 5	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	8761	#define SQLITE_TESTCTRL_ONCE_RESET_THRESHOLD 19	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	9281	** </dl>	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3.h	11441	#define CARRAY_DOUBLE 2 /* Data is doubles */	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	401	** definition. But the main library does not want to redefine	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	421	#define sqlite3_busy_handler sqlite3_api->busy_handler	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	441	#define sqlite3_column_origin_name16 sqlite3_api->column_origin_name16	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	461	#define sqlite3_errcode sqlite3_api->errcode	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	481	#define sqlite3_malloc sqlite3_api->malloc	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	501	#define sqlite3_result_text16 sqlite3_api->result_text16	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	521	#define sqlite3_value_bytes16 sqlite3_api->value_bytes16	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	541	#define sqlite3_blob_read sqlite3_api->blob_read	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	561	#define sqlite3_threadsafe sqlite3_api->xthreadsafe	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	581	#define sqlite3_db_mutex sqlite3_api->db_mutex	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	601	#define sqlite3_errstr sqlite3_api->errstr	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	621	#define sqlite3_result_text64 sqlite3_api->result_text64	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	641	#define sqlite3_set_last_insert_rowid sqlite3_api->set_last_insert_rowid	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	661	#define sqlite3_str_appendall sqlite3_api->str_appendall	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	681	#define sqlite3_filename_wal sqlite3_api->filename_wal	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	701	#ifndef SQLITE_OMIT_DESERIALIZE	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	721	#define sqlite3_str_truncate sqlite3_api->str_truncate	COMMENT
LOW	libsqlite3-sys/sqlite3/sqlite3ext.h	741	# define SQLITE_EXTENSION_INIT2(v) (void)v; /* unused parameter */	COMMENT
LOW	examples/loadable_extension.rs	1	//! Adaptation of https://sqlite.org/loadext.html#programming_loadable_extensions	COMMENT
LOW	src/collation.rs	41	/// {	COMMENT
LOW	src/cache.rs	1	//! Prepared statements cache for faster execution.	COMMENT
LOW	src/cache.rs	21	/// stmt.execute(["Joe Smith"])?;	COMMENT
LOW	src/unlock_notify.rs	61	/// associated database connection.	COMMENT
LOW	src/wal.rs	21	/// Like FULL but wait for readers	COMMENT
LOW	src/transaction.rs	41	/// ## Note	COMMENT
LOW	src/transaction.rs	61	/// ```	COMMENT
LOW	src/transaction.rs	81	/// # fn do_queries_part_2(_conn: &Connection) -> Result<()> { Ok(()) }	COMMENT
LOW	src/transaction.rs	101	/// transactions.	COMMENT
LOW	src/transaction.rs	141	///	COMMENT
LOW	src/transaction.rs	321	/// A convenience method which rolls back a savepoint.	COMMENT
LOW	src/transaction.rs	401	/// Begin a new transaction with the default behavior (DEFERRED).	COMMENT
LOW	src/transaction.rs	421	/// }	COMMENT
LOW	src/transaction.rs	441	&mut self,	COMMENT
LOW	src/transaction.rs	461	/// # use std::rc::Rc;	COMMENT
LOW	src/transaction.rs	481		COMMENT
LOW	src/transaction.rs	501	/// }	COMMENT
LOW	src/transaction.rs	541	/// ```rust,no_run	COMMENT
LOW	src/statement.rs	21	///	COMMENT
LOW	src/statement.rs	41	/// stmt.execute(&[&2i32])?;	COMMENT
174 more matches not shown…

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/lib.rs	641	/// likely to be more robust.	COMMENT

rusqlite/rusqlite

Open-Source Code Quality, Security and Technical Debt Review