1.2

Adjusted Signal

1.2

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

32.5K

Stars

Language

207.5K

Lines of Code

1.3K

Files

243

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 5.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 237 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.4/100 · LOW

Are imports declared and package/API names verified? 6 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 2 finding(s).

PR Review Velocity Impact 5.9/100 · LOW

Which changes need focused human review? 243 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 1HIGH 0MEDIUM 1LOW 241

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 243 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 Block233 hits · 233 pts

Severity	File	Line	Snippet	Context
LOW	.goreleaser.yml	81	goarch: arm64	COMMENT
LOW	cmd/nuclei/issue-tracker-config.yaml	1	# global allow/deny list. this will affect both exporters	COMMENT
LOW	cmd/nuclei/issue-tracker-config.yaml	21	# # project-name is the name of the repository	COMMENT
LOW	cmd/nuclei/issue-tracker-config.yaml	41	# # username is the username of the GitLab user	COMMENT
LOW	cmd/nuclei/issue-tracker-config.yaml	61	# # (GitLab returns at most 100 issues per page)	COMMENT
LOW	cmd/nuclei/issue-tracker-config.yaml	81	# # these severity labels or tags (does not affect exporters. set those globally)	COMMENT
LOW	cmd/nuclei/issue-tracker-config.yaml	101	# update-existing: false	COMMENT
LOW	cmd/nuclei/issue-tracker-config.yaml	121	# # these severity labels or tags (does not affect exporters. set those globally)	COMMENT
LOW	cmd/nuclei/issue-tracker-config.yaml	141	# freeform: $CVSSMetrics	COMMENT
LOW	cmd/nuclei/issue-tracker-config.yaml	161	# # api-key is the API key for the linear account	COMMENT
LOW	cmd/nuclei/issue-tracker-config.yaml	181	# # (e.g., mongodb://root:example@localhost:27017/nuclei?ssl=false&authSource=admin)	COMMENT
LOW	internal/tests/integration/http_test.go	981	// Execute executes a test case and returns an error if occurred	COMMENT
LOW	…sts/integration/testdata/workflow/code-template-2.yaml	21	# digest: 490a0046304402204cbb1bdf8370e49bb930b17460fb35e15f285a3b48b165736ac0e7ba2f9bc0fb022067c134790c4a2cf646b195aa44	COMMENT
LOW	…tests/integration/testdata/protocols/code/py-file.yaml	21	# digest: 4a0a00473045022100bb6b75819ea62be7415adf544e208fcff3501277f6f7a152e1c3083c476126f502201db7978917bc31c755a4ce53	COMMENT
LOW	internal/tests/functional/testdata/testcases.txt	61	# Input Types	COMMENT
LOW	.github/dependabot.yml	41	# schedule:	COMMENT
LOW	.github/workflows/tests.yaml	221	# name: "Performance regression"	COMMENT
LOW	lib/sdk_private.go	381	if err := installer.UpdateIgnoreFile(); err != nil {	COMMENT
LOW	lib/multi.go	181		COMMENT
LOW	lib/tests/scale_regression_test.go	1	//go:build regression	COMMENT
LOW	helm/values.yaml	21	list: /config/target-list.txt	COMMENT
LOW	helm/values.yaml	41	#include-tags: dos,fuzz # Tag based inclusion (allows overwriting nuclei-ignore list)	COMMENT
LOW	pkg/reporting/trackers/jira/jira.go	181	// Cloud value (optional) is set to true when Jira cloud is used	COMMENT
LOW	pkg/reporting/trackers/jira/jira.go	201	// ProjectID is the ID of the project (optional)	COMMENT
LOW	pkg/types/types.go	161	// InteractionsCacheSize is the number of interaction-url->req to keep in cache at a time.	COMMENT
LOW	pkg/types/types.go	201	// Deprecated: Enabled by default through clistats . Metrics enables display of metrics via an http endpoint	COMMENT
LOW	pkg/types/types.go	221	// (/user/1, /user/2, ...) are scanned. Zero, the default, scans every	COMMENT
LOW	pkg/types/types.go	261	// UpdateTemplates updates the templates installed at startup (also used by cloud to update datasources)	COMMENT
LOW	pkg/types/types.go	341	// StoreResponse stores received response to output directory	COMMENT
LOW	pkg/types/types.go	521	// DASTProxyAddress is the listen address for the dast proxy	COMMENT
LOW	pkg/types/types.go	541	DoNotCacheTemplates bool	COMMENT
LOW	pkg/progress/progress.go	21	Init(hostCount int64, rulesCount int, requestCount int64)	COMMENT
LOW	pkg/operators/operators.go	21	// Matchers contains the detection mechanism for the request to identify	COMMENT
LOW	pkg/operators/matchers/match_llm.go	41		COMMENT
LOW	pkg/operators/matchers/matchers.go	21	Condition string `yaml:"condition,omitempty" json:"condition,omitempty" jsonschema:"title=condition between matcher var	COMMENT
LOW	pkg/operators/matchers/matchers.go	41	// examples:	COMMENT
LOW	pkg/operators/matchers/matchers.go	61	// []string{"mail.protection.outlook.com"}	COMMENT
LOW	pkg/operators/matchers/matchers.go	81	// []string{"4a4156412050524f46494c45", "4850524f46", "1f8b080000000000"}	COMMENT
LOW	pkg/operators/matchers/matchers.go	101	// value: >	COMMENT
LOW	pkg/operators/matchers/matchers.go	121	Expect string `yaml:"expect,omitempty" json:"expect,omitempty" jsonschema:"title=expected llm verdict,description=Verdi	COMMENT
LOW	pkg/operators/matchers/matchers.go	141		COMMENT
LOW	pkg/operators/matchers/matchers.go	161	CaseInsensitive bool `yaml:"case-insensitive,omitempty" json:"case-insensitive,omitempty" jsonschema:"title=use case in	COMMENT
LOW	pkg/operators/extractors/extractors.go	21	Type ExtractorTypeHolder `json:"type" yaml:"type"`	COMMENT
LOW	pkg/operators/extractors/extractors.go	41	// - name: Example Regex Group	COMMENT
LOW	pkg/operators/extractors/extractors.go	61	// - name: Extracting value of Content-Type Cookie	COMMENT
LOW	pkg/operators/extractors/extractors.go	81	XPath []string `yaml:"xpath,omitempty" json:"xpath,omitempty" jsonschema:"title=html xpath expressions to extract data,	COMMENT
LOW	pkg/operators/extractors/extractors.go	101	// documented in docs for each request type.	COMMENT
LOW	pkg/operators/extractors/extractors.go	121	//	COMMENT
LOW	pkg/operators/extractors/type_specific_fields.go	21	// type collects, which is indistinguishable from "nothing matched the target".	COMMENT
LOW	pkg/operators/extractors/type_specific_fields_test.go	101	})	COMMENT
LOW	pkg/input/types/roundtrip_test.go	1	package types	COMMENT
LOW	pkg/input/formats/formats.go	21	type InputFormatOptions struct {	COMMENT
LOW	pkg/input/normalize/normalize.go	1	// Package normalize collapses URLs that address the same resource onto one	COMMENT
LOW	pkg/js/libs/kerberos/kerberosx.go	41		COMMENT
LOW	pkg/js/libs/kerberos/kerberosx.go	61	func (c Config) SetTimeout(timeout int) Config {	COMMENT
LOW	pkg/js/libs/kerberos/kerberosx.go	141	// Link Constructor to Client and return	COMMENT
LOW	pkg/js/libs/kerberos/kerberosx.go	161	return &Client{Krb5Config: config}, nil	COMMENT
LOW	pkg/js/libs/kerberos/kerberosx.go	301	resp.Ticket = ticket	COMMENT
LOW	pkg/js/libs/kerberos/kerberosx.go	321	// c.nj.Throw("KDC address blacklisted by network policy")	COMMENT
LOW	pkg/js/libs/kerberos/kerberosx.go	341	// // login to get TGT	COMMENT
173 more matches not shown…

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	pkg/protocols/http/request.go	1687	Severity: request.options.TemplateInfo.SeverityHolder.Severity.String(),	CODE

Fake / Example Data5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	pkg/js/libs/smtp/smtp_limit_test.go	35	msg := (&SMTPMessage{}).From("scanner@example.com").To("admin@example.org")	CODE
LOW	pkg/js/libs/smtp/smtp_limit_test.go	55	msg := (&SMTPMessage{}).From("scanner@example.com").To("admin@example.org").Subject("hello").Body([]byte("world"))	CODE
LOW	pkg/js/libs/smtp/smtp_test.go	27	msg := (&SMTPMessage{}).From("scanner@example.com").To("admin@example.org").Subject("hello").Body([]byte("world"))	CODE
LOW	pkg/js/libs/smtp/smtp_test.go	68	msg := (&SMTPMessage{}).From("scanner@example.com").To("admin@example.org")	CODE
LOW	pkg/fuzz/dataformat/multipart_test.go	223	assert.Equal(t, "John Doe", decoded.Get("name"))	CODE

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	pkg/tmplexec/flow/README.md	99	## request execution orchestration	COMMENT

Hyper-Verbose Identifiers2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	pkg/js/global/js/active_directory.js	34	function getDomainControllerNameBySMB(host) {	CODE
LOW	pkg/js/global/js/active_directory.js	47	function getDomainControllerNameByLDAP(host) {	CODE

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	pkg/catalog/index/metadata.go	77	// For maintainers: when adding new fields, don't forget to update the	COMMENT

projectdiscovery/nuclei

Open-Source Code Quality, Security and Technical Debt Review