2.4

Adjusted Signal

2.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

11.5K

Stars

Language

90.5K

Lines of Code

143

Files

232

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 10.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 229 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 0.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 3 finding(s).

PR Review Velocity Impact 12.3/100 · LOW

Which changes need focused human review? 232 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 3LOW 229

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 232 distinct pattern matches across 4 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 Block227 hits · 207 pts

Severity	File	Line	Snippet	Context
LOW	demo/xcb_cairo/nuklear_xcb.h	81		COMMENT
LOW	demo/xcb_cairo/nuklear_xcb.h	101	#endif /* NK_XCB_FPS */	COMMENT
LOW	demo/xcb_cairo/main.c	1	/* nuklear - v1.32.0 - public domain */	COMMENT
LOW	demo/xcb_cairo/main.c	41	/#define INCLUDE_ALL /	COMMENT
LOW	demo/xcb_cairo/main.c	61	#ifdef INCLUDE_CALCULATOR	COMMENT
LOW	demo/sdl_opengl2/main.c	1	/* nuklear - 1.32.0 - public domain */	COMMENT
LOW	demo/sdl_opengl2/main.c	41	#define INCLUDE_OVERVIEW	COMMENT
LOW	demo/sdl_opengl2/main.c	61	#include "../../demo/common/canvas.c"	COMMENT
LOW	demo/sdl_opengl3/main.c	1	/* nuklear - 1.32.0 - public domain */	COMMENT
LOW	demo/sdl_opengl3/main.c	41	/#define INCLUDE_ALL /	COMMENT
LOW	demo/sdl_opengl3/main.c	61	#ifdef INCLUDE_CALCULATOR	COMMENT
LOW	demo/d3d11/nuklear_d3d11_vertex_shader.h	1	#if 0	COMMENT
LOW	demo/d3d11/nuklear_d3d11_vertex_shader.h	21	// TEXCOORD 0 xy 2 NONE float xy	COMMENT
LOW	demo/d3d11/nuklear_d3d11_pixel_shader.h	1	#if 0	COMMENT
LOW	demo/d3d11/nuklear_d3d11_pixel_shader.h	21	//	COMMENT
LOW	demo/d3d11/main.c	1	/* nuklear - 1.32.0 - public domain */	COMMENT
LOW	demo/d3d11/main.c	41	/#define INCLUDE_CONFIGURATOR /	COMMENT
LOW	demo/sdl_opengles2/main.c	1	/* nuklear - 1.40.8 - public domain */	COMMENT
LOW	demo/sdl_opengles2/main.c	41	* done with this library. To try out an example uncomment the defines */	COMMENT
LOW	demo/sdl_opengles2/main.c	61	#endif	COMMENT
LOW	demo/sfml_opengl3/main.cpp	1	/* nuklear - v1.32.0 - public domain */	COMMENT
LOW	demo/sfml_opengl3/main.cpp	41	/#define INCLUDE_CALCULATOR /	COMMENT
LOW	demo/sfml_opengl3/main.cpp	61	#endif	COMMENT
LOW	demo/sdl_renderer/main.c	1	/* nuklear - 1.32.0 - public domain */	COMMENT
LOW	demo/sdl_renderer/main.c	41	/#define INCLUDE_CONFIGURATOR /	COMMENT
LOW	demo/gdi_native_nuklear/main.c	1	#include <windows.h>	COMMENT
LOW	demo/sfml_opengl2/main.cpp	1	/* nuklear - v1.32.0 - public domain */	COMMENT
LOW	demo/sfml_opengl2/main.cpp	41	#define INCLUDE_OVERVIEW	COMMENT
LOW	demo/sfml_opengl2/main.cpp	61	#include "../../demo/common/canvas.c"	COMMENT
LOW	demo/sdl3_opengl3/main.c	1	/* nuklear - 1.32.0 - public domain */	COMMENT
LOW	demo/sdl3_opengl3/main.c	41	/#define INCLUDE_ALL /	COMMENT
LOW	demo/sdl3_opengl3/main.c	61	#ifdef INCLUDE_CALCULATOR	COMMENT
LOW	demo/gdi/main.c	1	/* nuklear - 1.32.0 - public domain */	COMMENT
LOW	demo/gdi/main.c	41	#define INCLUDE_CONFIGURATOR	COMMENT
LOW	demo/common/filebrowser/stb_image.h	121		COMMENT
LOW	demo/common/filebrowser/stb_image.h	141	// // ... x = width, y = height, n = # 8-bit components per pixel ...	COMMENT
LOW	demo/common/filebrowser/stb_image.h	161	// output otherwise. E.g. if you set desired_channels to 4, you will always	COMMENT
LOW	demo/common/filebrowser/stb_image.h	181	// Paletted PNG, BMP, GIF, and PIC images are automatically depalettized.	COMMENT
LOW	demo/common/filebrowser/stb_image.h	201	// which defaults to 2**24 = 16777216 pixels. Due to the above memory limit,	COMMENT
LOW	demo/common/filebrowser/stb_image.h	221	// Philosophy	COMMENT
LOW	demo/common/filebrowser/stb_image.h	241	//	COMMENT
LOW	demo/common/filebrowser/stb_image.h	261	//	COMMENT
LOW	demo/common/filebrowser/stb_image.h	281	// interface; if you attempt to load an HDR file, it will be automatically remapped	COMMENT
LOW	demo/common/filebrowser/stb_image.h	301	// stbi_ldr_to_hdr_gamma(2.2f);	COMMENT
LOW	demo/common/filebrowser/stb_image.h	321	// says there's premultiplied data (currently only happens in iPhone images,	COMMENT
LOW	demo/common/filebrowser/stb_image.h	341	//	COMMENT
LOW	demo/common/filebrowser/stb_image.h	381	STBI_rgb_alpha = 4	COMMENT
LOW	demo/common/filebrowser/stb_image.h	541	//	COMMENT
LOW	demo/common/filebrowser/stb_image.h	561	#define STBI_NO_PSD	COMMENT
LOW	demo/common/filebrowser/stb_image.h	581	#define STBI_NO_ZLIB	COMMENT
LOW	demo/common/filebrowser/stb_image.h	601	#define STBI_ASSERT(x) assert(x)	COMMENT
LOW	demo/common/filebrowser/stb_image.h	621	#ifndef STBI_NO_THREAD_LOCALS	COMMENT
LOW	demo/common/filebrowser/stb_image.h	661	#ifdef _MSC_VER	COMMENT
LOW	demo/common/filebrowser/stb_image.h	681	#define STBI_REALLOC(p,newsz) realloc(p,newsz)	COMMENT
LOW	demo/common/filebrowser/stb_image.h	701	// exposed in GCC/Clang is, sadly, not really suited for one-file libs.	COMMENT
LOW	demo/common/filebrowser/stb_image.h	761		COMMENT
LOW	demo/common/filebrowser/stb_image.h	781	#include <arm_neon.h>	COMMENT
LOW	demo/common/filebrowser/stb_image.h	981	#endif	COMMENT
LOW	demo/common/filebrowser/stb_image.h	1081	return a >= SHRT_MIN / b;	COMMENT
LOW	demo/common/filebrowser/stb_image.h	1141		COMMENT
167 more matches not shown…

Decorative Section Separators3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/build.py	80	# ==========	COMMENT
MEDIUM	src/build.py	95	# ----------	COMMENT
MEDIUM	src/build.py	131	# -------------------------	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/nuklear_vertex.c	234	* and don't forget to specify the new element size in your drawing	COMMENT

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	src/build.py	33		CODE

Immediate-Mode-UI/Nuklear

Open-Source Code Quality, Security and Technical Debt Review