1.1

Adjusted Signal

1.1

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

10.9K

Stars

Language

525.3K

Lines of Code

562

Files

411

Pattern Hits

2026-10-31

Scan Date

0.02

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 3.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 373 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.5/100 · LOW

Are imports declared and package/API names verified? 14 finding(s).

Agent Over-Engineering Ratio 0.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 24 finding(s).

PR Review Velocity Impact 5.3/100 · LOW

Which changes need focused human review? 411 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 13HIGH 0MEDIUM 24LOW 374

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 411 distinct pattern matches across 6 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 Block370 hits · 342 pts

Severity	File	Line	Snippet	Context
LOW	magic.txt	1	# This file contains suggested magic(5) text for the unix file(1)	COMMENT
LOW	autosetup/jimsh0.c	1	/* This is single source file, bootstrap version of Jim Tcl. See http://jim.tcl.tk/ */	COMMENT
LOW	autosetup/jimsh0.c	21	#define TCL_PLATFORM_OS "windows"	COMMENT
LOW	autosetup/jimsh0.c	41	#define S_IRWXO 0	COMMENT
LOW	autosetup/jimsh0.c	61	#define HAVE_LINK	COMMENT
LOW	autosetup/jimsh0.c	101	#define jim_wide _int64	COMMENT
LOW	autosetup/jimsh0.c	161	#include <ctype.h>	COMMENT
LOW	autosetup/jimsh0.c	181		COMMENT
LOW	autosetup/jimsh0.c	201		COMMENT
LOW	autosetup/jimsh0.c	221	# define JIM_WIDE_MODIFIER "lld"	COMMENT
LOW	autosetup/jimsh0.c	241	#define JIM_SIGNAL 5	COMMENT
LOW	autosetup/jimsh0.c	261	#define JIM_SUBST_NOVAR 1	COMMENT
LOW	autosetup/jimsh0.c	1221	#define Jim_TaintObj(o,t) (o)->taint \|= (t)	COMMENT
LOW	autosetup/jimsh0.c	1441	#define Jim_Lseek _lseeki64	COMMENT
LOW	autosetup/jimsh0.c	1461	#define Jim_Stat stat	COMMENT
LOW	autosetup/jimsh0.c	1481	#define Jim_Errno() errno	COMMENT
LOW	autosetup/jimsh0.c	2281	" }\n"	COMMENT
LOW	autosetup/jimsh0.c	2301	#include <pty.h>	COMMENT
LOW	autosetup/jimsh0.c	2321	#include <openssl/err.h>	COMMENT
LOW	autosetup/jimsh0.c	2341	enum wbuftype {	COMMENT
LOW	autosetup/jimsh0.c	4601	Jim_PackageProvideCheck(interp, "regexp");	COMMENT
LOW	autosetup/jimsh0.c	4621	#define F_OK 0	COMMENT
LOW	autosetup/jimsh0.c	7441	Jim_arrayInit(interp);	COMMENT
LOW	autosetup/jimsh0.c	7461		COMMENT
LOW	autosetup/jimsh0.c	7481	#define TCL_LIBRARY "."	COMMENT
LOW	autosetup/jimsh0.c	7501	#define JIM_DEBUG_PANIC	COMMENT
LOW	autosetup/jimsh0.c	8481		COMMENT
LOW	autosetup/jimsh0.c	23101		COMMENT
LOW	autosetup/jimsh0.c	23121	#define BRANCH 6	COMMENT
LOW	autosetup/jimsh0.c	23141	#define CLOSE 2001	COMMENT
LOW	autosetup/jimsh0.c	25001	#include <stdio.h>	COMMENT
LOW	test/fuzzcheck.c	81	#include <stdio.h>	COMMENT
LOW	test/if.sql	1	#!sqlite3	COMMENT
LOW	test/fkey08.sql	1	#!sqlite3	COMMENT
LOW	test/modeA.sql	1	#!sqlite3	COMMENT
LOW	test/kvtest.c	121	#include "sqlite3.h"	COMMENT
LOW	test/fkey09.sql	1	#!sqlite3	COMMENT
LOW	test/fkey09.sql	21	#	COMMENT
LOW	test/sha1.sql	1	#!sqlite3	COMMENT
LOW	test/output-redirect-test.txt	1	# This script is used to test certain output redirection commands	COMMENT
LOW	test/safemode.sql	1	#!sqlite3	COMMENT
LOW	test/imposter1.sql	1	#!sqlite3	COMMENT
LOW	test/import01.sql	1	#!sqlite3	COMMENT
LOW	test/clierrors.sql	1	#!sqlite3	COMMENT
LOW	test/speedtest1.c	81	#include "sqlite3.h"	COMMENT
LOW	test/dotcmd01.sql	1	#!sqlite3	COMMENT
LOW	test/complete_sql.sql	1	#!sqlite3	COMMENT
LOW	test/dump.sql	1	#!sqlite3	COMMENT
LOW	test/threadtest3.c	41	#define opendb(w,x,y,z) (SEL(w), opendb_x(w,x,y,z))	COMMENT
LOW	test/threadtest3.c	81		COMMENT
LOW	test/wordcount.c	61	** gcc -I. -DSQLITE_THREADSAFE=0 -DSQLITE_OMIT_LOAD_EXTENSION \	COMMENT
LOW	test/shell-prompt.sql	1	#!sqlite3	COMMENT
LOW	test/fptest01.sql	1	#!sqlite3	COMMENT
LOW	test/fptest01.sql	21	# boxes and so forth. But it possible to find a machine for which	COMMENT
LOW	test/regexp1.sql	1	#!sqlite3	COMMENT
LOW	test/intck01.sql	1	#!sqlite3	COMMENT
LOW	test/dbfuzz.c	21	** the fuzzed database.	COMMENT
LOW	test/json/json-speed-check.sh	1	#!/bin/bash	COMMENT
LOW	ext/misc/fileio.c	81	#include <assert.h>	COMMENT
LOW	ext/misc/windirent.h	21	*/	COMMENT
310 more matches not shown…

Hallucination Indicators13 hits · 155 pts

Severity	File	Line	Snippet	Context
CRITICAL	ext/jni/src/org/sqlite/jni/wrapper1/Sqlite.java	462	new org.sqlite.jni.capi.OutputPointer.Int64();	CODE
CRITICAL	ext/jni/src/org/sqlite/jni/wrapper1/Sqlite.java	464	new org.sqlite.jni.capi.OutputPointer.Int64();	CODE
CRITICAL	ext/jni/src/org/sqlite/jni/wrapper1/Sqlite.java	480	new org.sqlite.jni.capi.OutputPointer.Int32();	CODE
CRITICAL	ext/jni/src/org/sqlite/jni/wrapper1/Sqlite.java	482	new org.sqlite.jni.capi.OutputPointer.Int32();	CODE
CRITICAL	ext/jni/src/org/sqlite/jni/wrapper1/Sqlite.java	695	new org.sqlite.jni.capi.OutputPointer.sqlite3_stmt();	CODE
CRITICAL	ext/jni/src/org/sqlite/jni/wrapper1/Sqlite.java	697	new org.sqlite.jni.capi.OutputPointer.Int32();	CODE
CRITICAL	ext/jni/src/org/sqlite/jni/wrapper1/Sqlite.java	809	new org.sqlite.jni.capi.OutputPointer.Int32();	CODE
CRITICAL⚡	ext/jni/src/org/sqlite/jni/wrapper1/Sqlite.java	910	= new org.sqlite.jni.capi.OutputPointer.String();	CODE
CRITICAL⚡	ext/jni/src/org/sqlite/jni/wrapper1/Sqlite.java	912	= new org.sqlite.jni.capi.OutputPointer.String();	CODE
CRITICAL⚡	ext/jni/src/org/sqlite/jni/wrapper1/Sqlite.java	914	= new org.sqlite.jni.capi.OutputPointer.Bool();	CODE
CRITICAL⚡	ext/jni/src/org/sqlite/jni/wrapper1/Sqlite.java	916	= new org.sqlite.jni.capi.OutputPointer.Bool();	CODE
CRITICAL⚡	ext/jni/src/org/sqlite/jni/wrapper1/Sqlite.java	918	= new org.sqlite.jni.capi.OutputPointer.Bool();	CODE
CRITICAL	ext/jni/src/org/sqlite/jni/capi/SQLTester.java	459	sb.append(org.sqlite.jni.capi.ResultCode.getEntryForInt(rc)).append(' ');	CODE

Decorative Section Separators22 hits · 66 pts

Severity	File	Line	Snippet	Context
MEDIUM	test/fkey08.sql	26	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey08.sql	91	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey08.sql	192	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey08.sql	297	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey08.sql	338	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey08.sql	378	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey09.sql	45	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey09.sql	103	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey09.sql	160	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey09.sql	216	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey09.sql	272	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey09.sql	329	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey09.sql	385	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey09.sql	442	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey09.sql	508	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey09.sql	571	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey09.sql	628	#-------------------------------------------------------------------------	COMMENT
MEDIUM	test/fkey09.sql	685	#-------------------------------------------------------------------------	COMMENT
MEDIUM	ext/fts3/unicode/CaseFolding.txt	30	# ================================================================================	COMMENT
MEDIUM	ext/fts3/unicode/CaseFolding.txt	32	# ================================================================================	COMMENT
MEDIUM	ext/fts3/unicode/CaseFolding.txt	54	# =================================================================	COMMENT
MEDIUM	ext/fts3/unicode/CaseFolding.txt	63	# =================================================================	COMMENT

Excessive Try-Catch Wrapping2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	ext/jni/README.md	71	System.out.print("Error opening db: "+sqlite3_errmsg(db));	CODE
MEDIUM	ext/jni/README.md	73	System.out.print("Error opening db: rc="+rc);	CODE

Verbosity Indicators3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	ext/misc/tryeval.c	36	** The purpose of this function is to help evaluate recursive	CODE
LOW	ext/wasm/libcmpp.c	4101	The purpose of this function is a memory reuse optimization. Most	CODE
LOW	ext/wasm/api/sqlite3-vfs-opfs-sahpool.c-pp.js	199	the same filename and we need to check if any of them have	CODE

Unused Imports1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	ext/vec1/tool/vec1bench_vibe2db.py	4		CODE

sqlite/sqlite

Open-Source Code Quality, Security and Technical Debt Review