1.4

Adjusted Signal

1.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

10.8K

Stars

Language

53.6K

Lines of Code

220

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 6.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 67 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 7 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

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

PR Review Velocity Impact 7.2/100 · LOW

Which changes need focused human review? 74 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 71

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 74 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 Block63 hits · 63 pts

Severity	File	Line	Snippet	Context
LOW	internal/thumbnail/thumbnail.go	21	xdraw "golang.org/x/image/draw"	COMMENT
LOW	internal/thumbnail/exif.go	21	jpegRSTMax = 0xD7	COMMENT
LOW	internal/smtpd/smtpd_test.go	1021	// file, err = os.CreateTemp("", "")	COMMENT
LOW	internal/smtpd/smtpd_test.go	1041	// BAMMCWxvY2FsaG9zdDAgFw0xODA0MjAxMzMxNTBaGA8yMDg2MDUwODEzMzE1MFow	COMMENT
LOW	internal/smtpd/smtpd_test.go	1061	// Proc-Type: 4,ENCRYPTED	COMMENT
LOW	internal/smtpd/smtpd_test.go	1081	// ehzHKGHXVGf7ZiSFF+zAHMXZRSwNVMkOYwlIoRg1IbvIRbAXqAR6xXQTCVzNG0SU	COMMENT
LOW	internal/smtpd/smtpd_test.go	1381	cmdCode(t, tlsConn, "EHLO host.example.com", "250")	COMMENT
LOW	internal/smtpd/smtpd_test.go	1441		COMMENT
LOW	internal/smtpd/smtpd_test.go	1501	// AUTH PLAIN with TLS in use can proceed.	COMMENT
LOW	internal/smtpd/smtpd_test.go	1601	func TestCmdAUTHCRAMMD5(t *testing.T) {	COMMENT
LOW	internal/smtpd/smtpd.go	161	// certPEMBlock, err := os.ReadFile(certFile)	COMMENT
LOW	internal/htmlcheck/structs.go	41	// Result struct	COMMENT
LOW	server/cors.go	21	// attacker who rebinds a name they control to Mailpit's listen address	COMMENT
LOW	server/cors.go	61	// the configured allowlist. When AllowedHosts is unset the check is a no-op	COMMENT
LOW	server/cors_test.go	121	allowed := corsOriginAccessControl(req)	COMMENT
LOW	server/apiv1/swaggerParams.go	1	// Package apiv1 provides the API v1 endpoints for Mailpit.	COMMENT
LOW	server/apiv1/swaggerParams.go	21	// in: path	COMMENT
LOW	server/apiv1/swaggerParams.go	41	// swagger:parameters GetMessageParams	COMMENT
LOW	server/apiv1/swaggerParams.go	61	// Pagination offset	COMMENT
LOW	server/apiv1/swaggerParams.go	81	type setReadStatusParams struct {	COMMENT
LOW	server/apiv1/swaggerParams.go	101	// example: tag:backups	COMMENT
LOW	server/apiv1/swaggerParams.go	121	// example: ["4oRBnPtCXgAqZniRhzLNmS", "hXayS6wnCgNnt6aFTvmOF6"]	COMMENT
LOW	server/apiv1/swaggerParams.go	141	Start string `json:"start"`	COMMENT
LOW	server/apiv1/swaggerParams.go	161	// Search query	COMMENT
LOW	server/apiv1/swaggerParams.go	181	// description: Message database ID or "latest"	COMMENT
LOW	server/apiv1/swaggerParams.go	201		COMMENT
LOW	server/apiv1/swaggerParams.go	221	// swagger:parameters SendMessageParams	COMMENT
LOW	server/apiv1/swaggerParams.go	241	// example: Jane Doe	COMMENT
LOW	server/apiv1/swaggerParams.go	261	// example: ["jack@example.com"]	COMMENT
LOW	server/apiv1/swaggerParams.go	281	Text string	COMMENT
LOW	server/apiv1/swaggerParams.go	321	// in: body	COMMENT
LOW	server/apiv1/swaggerParams.go	341	// in: path	COMMENT
LOW	server/apiv1/swaggerParams.go	361	// required: true	COMMENT
LOW	server/apiv1/swaggerParams.go	381	// type: string	COMMENT
LOW	server/apiv1/swaggerParams.go	401	}	COMMENT
LOW	server/apiv1/release.go	21	// swagger:route POST /api/v1/message/{ID}/release message ReleaseMessageParams	COMMENT
LOW	server/apiv1/tags.go	21	//	COMMENT
LOW	server/apiv1/tags.go	41	//	COMMENT
LOW	server/apiv1/tags.go	81		COMMENT
LOW	server/apiv1/tags.go	121	_, _ = w.Write([]byte("ok"))	COMMENT
LOW	server/apiv1/other.go	21	//	COMMENT
LOW	server/apiv1/other.go	81		COMMENT
LOW	server/apiv1/other.go	141	// swagger:route GET /api/v1/message/{ID}/sa-check other SpamAssassinCheckParams	COMMENT
LOW	server/apiv1/message.go	21	// Returns the summary of a message, marking the message as read.	COMMENT
LOW	server/apiv1/message.go	61	func GetHeaders(w http.ResponseWriter, r *http.Request) {	COMMENT
LOW	server/apiv1/message.go	121	//	COMMENT
LOW	server/apiv1/chaos.go	41	// SetChaos sets the Chaos configuration.	COMMENT
LOW	server/apiv1/send.go	21	// SendMessageHandler handles HTTP requests to send a new message	COMMENT
LOW	server/apiv1/messages.go	41		COMMENT
LOW	server/apiv1/messages.go	81	if err := json.NewEncoder(w).Encode(res); err != nil {	COMMENT
LOW	server/apiv1/messages.go	161	}	COMMENT
LOW	server/apiv1/messages.go	201	}	COMMENT
LOW	server/apiv1/messages.go	261	httpError(w, err.Error())	COMMENT
LOW	server/apiv1/swaggerResponses.go	21		COMMENT
LOW	server/apiv1/swaggerResponses.go	101	type webUIConfigurationResponse struct {	COMMENT
LOW	server/apiv1/application.go	21	// Produces:	COMMENT
LOW	server/apiv1/application.go	41	//	COMMENT
LOW	server/apiv1/thumbnails.go	21	//	COMMENT
LOW	server/apiv1/testing.go	21	//	COMMENT
LOW	server/apiv1/testing.go	121	//	COMMENT
3 more matches not shown…

Fake / Example Data7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	internal/storage/utils_test.go	15	{"plain address unchanged", "user@example.com", "user@example.com"},	CODE
LOW	server/server_test.go	289	"Name": "John Doe"	CODE
LOW	server/server_test.go	294	"Name": "Jane Doe"	CODE
LOW	server/server_test.go	363	assertEqual(t, `"John Doe" <john@example.com>`, msg.From.String(), "wrong HTML")	CODE
LOW	server/server_test.go	365	assertEqual(t, `"Jane Doe" <jane@example.com>`, msg.To[0].String(), "wrong To address")	CODE
LOW	server/ui/api/v1/swagger.json	910	"example": "John Doe"	CODE
LOW	server/ui/api/v1/swagger.json	989	"example": "Jane Doe"	CODE

Slop Phrases3 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	server/apiv1/release.go	43	httpError(w, "this functionality has been disabled for demonstration purposes")	CODE
MEDIUM	server/apiv1/other.go	103	httpError(w, "this functionality has been disabled for demonstration purposes")	CODE
MEDIUM	server/apiv1/send.go	42	httpJSONError(w, "this functionality has been disabled for demonstration purposes")	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	install.sh	43	# Check if the OS is supported.	COMMENT

axllent/mailpit

Open-Source Code Quality, Security and Technical Debt Review