1.6

Adjusted Signal

1.6

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

9.0K

Stars

Language

71.6K

Lines of Code

297

Files

Pattern Hits

2026-10-31

Scan Date

0.01

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 6.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 77 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 1.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 8 finding(s).

PR Review Velocity Impact 7.7/100 · LOW

Which changes need focused human review? 85 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 2MEDIUM 10LOW 73

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 85 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 Block73 hits · 73 pts

Severity	File	Line	Snippet	Context
LOW	resolve.go	1	// (c) Copyright 2016 Hewlett Packard Enterprise Development LP	COMMENT
LOW	config.go	41	// NoSecRequireJustification global option requires a `-- justification`	COMMENT
LOW	analyzer.go	1	// (c) Copyright 2016 Hewlett Packard Enterprise Development LP	COMMENT
LOW	import_tracker.go	1	// Licensed under the Apache License, Version 2.0 (the "License");	COMMENT
LOW	analyzer_test.go	1	// (c) Copyright 2024 Mercedes-Benz Tech Innovation GmbH	COMMENT
LOW	rule.go	1	// Licensed under the Apache License, Version 2.0 (the "License");	COMMENT
LOW	helpers.go	1	// (c) Copyright 2016 Hewlett Packard Enterprise Development LP	COMMENT
LOW	call_list.go	1	//	COMMENT
LOW	cmd/gosecutil/tools.go	1	// (c) Copyright 2016 Hewlett Packard Enterprise Development LP	COMMENT
LOW	cmd/gosec/main.go	1	// (c) Copyright 2016 Hewlett Packard Enterprise Development LP	COMMENT
LOW	analyzers/tls_resumption_verifypeer.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/dependency_checker.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/analyzerslist_test.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/pathtraversal.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/conversion_overflow.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/insecure_cookie.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/redirect_header_propagation.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/cors_bypass_pattern.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/loginjection.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/xss.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/smtpinjection.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/hardcoded_nonce.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/slice_bounds.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/slice_bounds.go	1081	if _, ok := c.Type().Underlying().(*types.Slice); !ok {	COMMENT
LOW	analyzers/util.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/ssh_callback.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/ssrf.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/unsafe_deserialization.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/unsafe_deserialization.go	21	)	COMMENT
LOW	analyzers/analyzers_set.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/range_analyzer.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/commandinjection.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/analyzerslist.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/form_parsing_limits.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/form_parsing_limits.go	21	)	COMMENT
LOW	analyzers/ssti.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/ssti.go	21	)	COMMENT
LOW	analyzers/openredirect.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/sqlinjection.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/context_propagation.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/context_propagation.go	741	// Check if the struct containing this field is returned,	COMMENT
LOW	analyzers/request_smuggling.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/walk_symlink_race.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	analyzers/slice_bounds_test.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	taint/taint.go	21	"golang.org/x/tools/go/ssa"	COMMENT
LOW	taint/taint.go	81	// Pointer indicates whether the receiver is a pointer type (true for *Type methods)	COMMENT
LOW	taint/taint.go	901		COMMENT
LOW	taint/taint.go	941	// fn.Params already includes the receiver, so paramIdx is correct	COMMENT
LOW	issue/issue.go	1	// (c) Copyright 2016 Hewlett Packard Enterprise Development LP	COMMENT
LOW	goanalysis/analyzer_internal_test.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	goanalysis/analyzer.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	goanalysis/analyzer_test.go	1	// (c) Copyright gosec's authors	COMMENT
LOW	rules/tempfiles.go	1	// (c) Copyright 2016 Hewlett Packard Enterprise Development LP	COMMENT
LOW	rules/slowloris.go	1	// (c) Copyright 2016 Hewlett Packard Enterprise Development LP	COMMENT
LOW	rules/integer_overflow.go	1	// (c) Copyright 2016 Hewlett Packard Enterprise Development LP	COMMENT
LOW	rules/blocklist.go	1	// (c) Copyright 2016 Hewlett Packard Enterprise Development LP	COMMENT
LOW	rules/decompression_bomb.go	1	// (c) Copyright 2016 Hewlett Packard Enterprise Development LP	COMMENT
LOW	rules/rsa.go	1	// (c) Copyright 2016 Hewlett Packard Enterprise Development LP	COMMENT
LOW	rules/weakcrypto.go	1	// (c) Copyright 2016 Hewlett Packard Enterprise Development LP	COMMENT
LOW	rules/subproc.go	1	// (c) Copyright 2016 Hewlett Packard Enterprise Development LP	COMMENT
13 more matches not shown…

Decorative Section Separators8 hits · 24 pts

Severity	File	Line	Snippet	Context
MEDIUM	taint/analyzer_internal_test.go	205	// ── lookupNamedType ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	taint/analyzer_internal_test.go	282	// ── guardsSatisfied ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	taint/analyzer_internal_test.go	385	// ── resolveOriginalType ───────────────────────────────────────────────────────	COMMENT
MEDIUM	taint/analyzer_internal_test.go	779	// ── mayHaveExternalCallers ──────────────────────────────────────────────────	COMMENT
MEDIUM	taint/analyzer_internal_test.go	911	// ── isParameterTainted entry-point logic ────────────────────────────────────	COMMENT
MEDIUM	testutils/g706_samples.go	7	// ── slog regression tests (issue #1622) ──────────────────────────────────	COMMENT
MEDIUM	testutils/g706_samples.go	7	// ── slog regression tests (issue #1622) ──────────────────────────────────	COMMENT
MEDIUM	testutils/g706_samples.go	234	// ── original test cases ───────────────────────────────────────────────────	COMMENT

Synthetic Comment Markers2 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	DEVELOPMENT.md	211	## AI-generated rule workflow (Copilot)	COMMENT
HIGH	DEVELOPMENT.md	247	## AI-generated bug fix workflow (Copilot)	COMMENT

Modern AI Meta-Vocabulary2 hits · 5 pts

Severity	File	Line	Snippet	Context
MEDIUM	USERS.md	13	7. [Guardalis](https://www.guardrails.io/)	CODE
MEDIUM	DEVELOPMENT.md	276	### Expected implementation guardrails	COMMENT

securego/gosec

Open-Source Code Quality, Security and Technical Debt Review