0.7

Adjusted Signal

0.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

15.3K

Stars

Language

105.0K

Lines of Code

739

Files

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 2.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 45 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.1/100 · LOW

Are imports declared and package/API names verified? 23 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 0 finding(s).

PR Review Velocity Impact 3.6/100 · LOW

Which changes need focused human review? 68 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 4LOW 64

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 68 distinct pattern matches across 5 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 Block40 hits · 40 pts

Severity	File	Line	Snippet	Context
LOW	testdata/openredirects.txt	21	/%5cgoogle.com	COMMENT
LOW	testdata/openredirects.txt	41	//%5cwww.whitelisteddomain.tld@google.com	COMMENT
LOW	testdata/openredirects.txt	61	////%5cexample.com	COMMENT
LOW	testdata/openredirects.txt	81	////example.com@google.com/%2e%2e%2f	COMMENT
LOW	testdata/openredirects.txt	101	////www.whitelisteddomain.tld@google.com/%2f..	COMMENT
LOW	testdata/openredirects.txt	121	///example.com//	COMMENT
LOW	testdata/openredirects.txt	141	///localdomain.pw//	COMMENT
LOW	testdata/openredirects.txt	161	//;@google.com	COMMENT
LOW	testdata/openredirects.txt	181	//google%00.com	COMMENT
LOW	testdata/openredirects.txt	201	//https://example.com@google.com//	COMMENT
LOW	testdata/openredirects.txt	221	//localdomain.pw:80#@www.whitelisteddomain.tld/	COMMENT
LOW	contrib/local-environment/docker-compose.yaml	1	# This docker-compose file can be used to bring up an example instance of oauth2-proxy	COMMENT
LOW	contrib/local-environment/docker-compose-keycloak.yaml	1	# This docker-compose file can be used to bring up an example instance of oauth2-proxy	COMMENT
LOW	contrib/local-environment/docker-compose-gitea.yaml	1	# This docker-compose file can be used to bring up an example instance of oauth2-proxy	COMMENT
LOW	contrib/local-environment/docker-compose-traefik.yaml	1	# This docker-compose file can be used to bring up an example instance of oauth2-proxy	COMMENT
LOW	contrib/local-environment/docker-compose-nginx.yaml	1	# This docker-compose file can be used to bring up an example instance of oauth2-proxy	COMMENT
LOW	…rib/local-environment/docker-compose-alpha-config.yaml	1	# This docker-compose file can be used to bring up an example instance of oauth2-proxy	COMMENT
LOW	pkg/middleware/stored_session.go	21	// TODO: This should probably be configurable by the end user.	COMMENT
LOW	pkg/apis/options/alpha_options.go	1	package options	COMMENT
LOW	pkg/apis/options/alpha_options.go	21	InjectRequestHeaders []Header `yaml:"injectRequestHeaders,omitempty"`	COMMENT
LOW	pkg/apis/options/header.go	21	// This option only applies to injected request headers.	COMMENT
LOW	pkg/apis/options/server.go	1	package options	COMMENT
LOW	pkg/apis/options/server.go	41		COMMENT
LOW	pkg/apis/options/upstreams.go	61	ID string `yaml:"id,omitempty"`	COMMENT
LOW	pkg/apis/options/upstreams.go	81	// upstream server. Or if the upstream were `file:///app`, a request for	COMMENT
LOW	pkg/apis/options/upstreams.go	101	InsecureSkipTLSVerify *bool `yaml:"insecureSkipTLSVerify,omitempty"`	COMMENT
LOW	pkg/apis/options/app.go	1	package options	COMMENT
LOW	pkg/apis/options/providers.go	41	// for GoogleOptions.UseOrganizationID	COMMENT
LOW	pkg/apis/options/providers.go	81	// ADFSConfig holds all configurations for ADFS provider.	COMMENT
LOW	pkg/apis/options/providers.go	101	// must be set from the supported providers group,	COMMENT
LOW	pkg/apis/options/providers.go	281	UseOrganizationID *bool `yaml:"useOrganizationID,omitempty"`	COMMENT
LOW	pkg/apis/options/providers.go	301	InsecureSkipNonce *bool `yaml:"insecureSkipNonce,omitempty"`	COMMENT
LOW	pkg/apis/options/login_url_parameters.go	1	package options	COMMENT
LOW	pkg/apis/options/login_url_parameters.go	21	// default:	COMMENT
LOW	pkg/apis/options/login_url_parameters.go	41	// default: ["login"]	COMMENT
LOW	pkg/apis/options/login_url_parameters.go	61	// as backslash is not considered to be an escape character. Alternatively	COMMENT
LOW	pkg/apis/options/login_url_parameters.go	81	// Allow specifies rules about how the default (if any) may be	COMMENT
LOW	pkg/apis/sessions/interfaces.go	21	// Lock is an interface for controlling session locks	COMMENT
LOW	pkg/app/redirect/director.go	41	}	COMMENT
LOW	pkg/sessions/persistence/ticket.go	21	// saveFunc performs a persistent store's save functionality using	COMMENT

Fake / Example Data23 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	oauthproxy_test.go	2051	"name": "John Doe",	CODE
LOW	oauthproxy_test.go	2304	Email: "user@example.com",	CODE
LOW	oauthproxy_test.go	3161	User: "user", Email: "user@example.com", CreatedAt: &created, ExpiresOn: &expires,	CODE
LOW	oauthproxy_test.go	3294	User: "user", Email: "user@example.com", CreatedAt: &created, ExpiresOn: &expires,	CODE
LOW	main_test.go	29	google_admin_email="admin@example.com"	CODE
LOW	main_test.go	172	AdminEmail: "admin@example.com",	CODE
LOW	providers/digitalocean_test.go	95	b := testDigitalOceanBackend(`{"account": {"email": "user@example.com"}}`)	CODE
LOW	providers/digitalocean_test.go	104	assert.Equal(t, "user@example.com", email)	CODE
LOW	providers/gitlab_test.go	43	"email": "foo@bar.com",	CODE
LOW	providers/gitlab_test.go	217	expectedValue: "foo@bar.com",	CODE
LOW	contrib/local-environment/dex.yaml	24	- email: "admin@example.com"	CODE
LOW	contrib/local-environment/dex-traefik.yaml	21	- email: "admin@example.com"	CODE
LOW	contrib/local-environment/kubernetes/values.yaml	35	- email: "admin@example.com"	CODE
LOW	…b/local-environment/keycloak/oauth2-proxy-users-0.json	7	"username": "admin@example.com",	CODE
LOW	…b/local-environment/keycloak/oauth2-proxy-users-0.json	8	"email": "admin@example.com",	CODE
LOW	pkg/middleware/jwt_session_test.go	38	"name": "John Doe",	CODE
LOW	pkg/apis/sessions/session_state_test.go	321	Email: "user@example.com",	CODE
LOW	pkg/apis/sessions/session_state_test.go	341	{"email", []string{"user@example.com"}},	CODE
LOW	pkg/header/injector_test.go	403	Email: "user@example.com",	CODE
LOW	pkg/header/injector_test.go	409	"X-Auth-Request-Email": []string{"user@example.com"},	CODE
LOW	pkg/validation/options_test.go	69	o.Providers[0].GoogleConfig.AdminEmail = "admin@example.com"	CODE
LOW	pkg/validation/options_test.go	92	o.Providers[0].GoogleConfig.AdminEmail = "admin@example.com"	CODE
LOW	pkg/validation/options_test.go	102	o.Providers[0].GoogleConfig.AdminEmail = "admin@example.com"	CODE

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	contrib/local-environment/docker-compose-nginx.yaml	6	# This file is an extension of the main compose file and must be used with it	COMMENT
MEDIUM	…rib/local-environment/docker-compose-alpha-config.yaml	7	# This file is an extension of the main compose file and must be used with it	COMMENT

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	pkg/apis/options/providers.go	92	// or providers utilize OIDC configurations.	COMMENT
MEDIUM	pkg/logger/logger.go	404	// These functions utilize the standard logger.	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	pkg/ip/realclientip.go	25	// TODO: implement the more standardized but more complex `Forwarded` header.	COMMENT

oauth2-proxy/oauth2-proxy

Open-Source Code Quality, Security and Technical Debt Review