2.3

Adjusted Signal

2.3

Raw Pattern Score

100%

Time Factor

2026-10-11

Last Push

6.2K

Stars

Language

54.4K

Lines of Code

265

Files

131

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? 131 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 11.8/100 · LOW

Which changes need focused human review? 131 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 1MEDIUM 0LOW 130

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 131 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 Block130 hits · 118 pts

Severity	File	Line	Snippet	Context
LOW	cmd/gomobile/env.go	81	switch platform {	COMMENT
LOW	cmd/gomobile/env.go	221	clang, cflags, err = envClang(sdk)	COMMENT
LOW	cmd/gomobile/gendex.go	1	// Copyright 2015 The Go Authors. All rights reserved.	COMMENT
LOW	cmd/gomobile/writer.go	1	// Copyright 2015 The Go Authors. All rights reserved.	COMMENT
LOW	cmd/gomobile/writer.go	21	//	COMMENT
LOW	cmd/gomobile/writer.go	41	// Note the \r\n line breaks.	COMMENT
LOW	cmd/gomobile/build_apple.go	561	// rfc1034Label sanitizes the name to be usable in a uniform type identifier.	COMMENT
LOW	app/x11.c	1	// Copyright 2014 The Go Authors. All rights reserved.	COMMENT
LOW	app/darwin_desktop.m	1	// Copyright 2014 The Go Authors. All rights reserved.	COMMENT
LOW	app/darwin_desktop.m	61	// pixels to actual pixels, but both of these units vary	COMMENT
LOW	app/darwin_desktop.go	1	// Copyright 2014 The Go Authors. All rights reserved.	COMMENT
LOW	app/darwin_desktop.go	61	}()	COMMENT
LOW	app/android.c	1	// Copyright 2014 The Go Authors. All rights reserved.	COMMENT
LOW	app/app.go	21	main(f)	COMMENT
LOW	app/darwin_ios.m	1	// Copyright 2015 The Go Authors. All rights reserved.	COMMENT
LOW	app/darwin_ios.go	1	// Copyright 2015 The Go Authors. All rights reserved.	COMMENT
LOW	app/android.go	21		COMMENT
LOW	app/internal/callfn/callfn.go	1	// Copyright 2015 The Go Authors. All rights reserved.	COMMENT
LOW	asset/doc.go	1	// Copyright 2015 The Go Authors. All rights reserved.	COMMENT
LOW	example/ivy/doc.go	1	// Copyright 2021 The Go Authors. All rights reserved.	COMMENT
LOW	example/network/main.go	1	// Copyright 2015 The Go Authors. All rights reserved.	COMMENT
LOW	example/network/main.go	21	// program as an Android APK using the gomobile tool.	COMMENT
LOW	example/basic/main.go	1	// Copyright 2014 The Go Authors. All rights reserved.	COMMENT
LOW	internal/binres/binres.go	1	// Copyright 2015 The Go Authors. All rights reserved.	COMMENT
LOW	internal/binres/binres.go	21	//	COMMENT
LOW	internal/binres/binres_test.go	241	if err := compareElements(bx, bxml); err != nil {	COMMENT
LOW	internal/binres/pool.go	21	func (ref PoolRef) Resolve(pl *Pool) string {	COMMENT
LOW	internal/binres/pool.go	41	// uint16 [optional] low word if high bit of length set	COMMENT
LOW	internal/binres/table.go	21		COMMENT
LOW	internal/importers/ast.go	1	// Copyright 2016 The Go Authors. All rights reserved.	COMMENT
LOW	internal/importers/ast.go	41		COMMENT
LOW	internal/importers/ast.go	121		COMMENT
LOW	internal/importers/java/java.go	181	//	COMMENT
LOW	internal/importers/java/java.go	401	} else {	COMMENT
LOW	internal/importers/java/java.go	421	// }	COMMENT
LOW	internal/mobileinit/mobileinit.go	1	// Copyright 2015 The Go Authors. All rights reserved.	COMMENT
LOW	gl/work.h	1	// Copyright 2015 The Go Authors. All rights reserved.	COMMENT
LOW	gl/work.h	21	#ifdef os_macos	COMMENT
LOW	gl/interface.go	1	// Copyright 2014 The Go Authors. All rights reserved.	COMMENT
LOW	gl/interface.go	21	// Contexts are independent. Two contexts can be used concurrently.	COMMENT
LOW	gl/interface.go	41	// http://www.khronos.org/opengles/sdk/docs/man3/html/glBindBuffer.xhtml	COMMENT
LOW	gl/interface.go	61	// http://www.khronos.org/opengles/sdk/docs/man3/html/glBindVertexArray.xhtml	COMMENT
LOW	gl/interface.go	81	// http://www.khronos.org/opengles/sdk/docs/man3/html/glBlendFunc.xhtml	COMMENT
LOW	gl/interface.go	101	// http://www.khronos.org/opengles/sdk/docs/man3/html/glBufferSubData.xhtml	COMMENT
LOW	gl/interface.go	121	ClearColor(red, green, blue, alpha float32)	COMMENT
LOW	gl/interface.go	141	// http://www.khronos.org/opengles/sdk/docs/man3/html/glCompileShader.xhtml	COMMENT
LOW	gl/interface.go	161	//	COMMENT
LOW	gl/interface.go	181	//	COMMENT
LOW	gl/interface.go	201	//	COMMENT
LOW	gl/interface.go	221		COMMENT
LOW	gl/interface.go	241		COMMENT
LOW	gl/interface.go	261		COMMENT
LOW	gl/interface.go	281	DisableVertexAttribArray(a Attrib)	COMMENT
LOW	gl/interface.go	301	//	COMMENT
LOW	gl/interface.go	321	// http://www.khronos.org/opengles/sdk/docs/man3/html/glFramebufferRenderbuffer.xhtml	COMMENT
LOW	gl/interface.go	341	// GetActiveAttrib returns details about an active attribute variable.	COMMENT
LOW	gl/interface.go	361		COMMENT
LOW	gl/interface.go	381	// Single values may be queried more easily using GetInteger.	COMMENT
LOW	gl/interface.go	401	// GetFramebufferAttachmentParameteri returns attachment parameters	COMMENT
LOW	gl/interface.go	421		COMMENT
70 more matches not shown…

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	cmd/gomobile/build_apple.go	580	// greater than U+007f. In this implementation, we just replace everything non	COMMENT

golang/mobile

Open-Source Code Quality, Security and Technical Debt Review