0.4

Adjusted Signal

0.4

Raw Pattern Score

100%

Time Factor

2026-10-27

Last Push

4.2K

Stars

Language

132.9K

Lines of Code

774

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 1.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 50 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 2 finding(s).

Agent Over-Engineering Ratio 0.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 4 finding(s).

PR Review Velocity Impact 2.2/100 · LOW

Which changes need focused human review? 54 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 2LOW 52

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 54 distinct pattern matches across 8 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 Block44 hits · 44 pts

Severity	File	Line	Snippet	Context
LOW	config.example.yml	1	# Autocert (choose one below and uncomment to enable)	COMMENT
LOW	config.example.yml	21	# 3. other providers, see https://docs.godoxy.dev/DNS-01-Providers	COMMENT
LOW	config.example.yml	41	# allow:	COMMENT
LOW	config.example.yml	61	entrypoint:	COMMENT
LOW	config.example.yml	101	# customize behavior for non-existent routes, e.g. pass over to another proxy	COMMENT
LOW	config.example.yml	121	# Docker label: proxy.idle_notify_to: "".	COMMENT
LOW	config.example.yml	141	# add "!" after provider name to enable explicit only mode	COMMENT
LOW	config.example.yml	161	# token: abcd	COMMENT
LOW	config.example.yml	181	webui:	COMMENT
LOW	config.example.yml	201		COMMENT
LOW	internal/net/gphttp/middleware/entrypoint_overlay.go	21	Bypass Bypass `json:"bypass"`	COMMENT
LOW	internal/route/rules/block_parser.go	21	// file := { ws \| comment \| rule }	COMMENT
LOW	internal/config/runtime_manager.go	101	// Load activates the initial candidate's proxy routes before initializeRuntime	COMMENT
LOW	internal/auth/utils.go	41	//	COMMENT
LOW	internal/proxmox/lxc_stats.go	21	// "$(awk 'NR>2{r+=$2;t+=$10}END{printf "%.0f\n%.0f", r, t}' /proc/net/dev \| numfmt --to=iec-i --suffix=B \| paste -sd/)"	COMMENT
LOW	internal/proxmox/lxc_stats.go	141	s := fmt.Sprintf("%.1f", val)	COMMENT
LOW	internal/proxmox/lxc_stats.go	161	// if initScriptErr != nil {	COMMENT
LOW	internal/proxmox/node_command.go	61	shouldSkip := true	COMMENT
LOW	internal/serialization/serialization.go	361	default:	COMMENT
LOW	internal/api/handler.go	21	routeApi "github.com/yusing/godoxy/internal/api/v1/route"	COMMENT
LOW	internal/api/v1/favicon.go	21		COMMENT
LOW	internal/api/v1/metrics/all_system_info.go	41	agentName string	COMMENT
LOW	internal/api/v1/metrics/system_info.go	21	Aggregate systeminfo.SystemInfoAggregateMode `query:"aggregate"`	COMMENT
LOW	internal/api/v1/metrics/uptime.go	21	// @BasePath /api/v1	COMMENT
LOW	internal/api/v1/docker/logs.go	21	Stderr bool `form:"stderr,default=true"`	COMMENT
LOW	internal/api/v1/homepage/overrides.go	81	// @x-id "set-item-visible"	COMMENT
LOW	internal/api/v1/homepage/overrides.go	101	c.JSON(http.StatusOK, apitypes.Success("success"))	COMMENT
LOW	internal/api/v1/homepage/overrides.go	121	}	COMMENT
LOW	internal/api/v1/homepage/overrides.go	141	if err := c.ShouldBindJSON(&params); err != nil {	COMMENT
LOW	internal/api/v1/homepage/items.go	21	type HomepageItemsRequest struct {	COMMENT
LOW	internal/api/v1/route/playground.go	81	StatusCode int `json:"statusCode"`	COMMENT
LOW	internal/api/v1/route/validate.go	21	// @Description Validate route,	COMMENT
LOW	internal/api/v1/file/validate.go	21	// @Summary Validate file	COMMENT
LOW	internal/api/v1/file/get.go	21	)	COMMENT
LOW	internal/api/v1/auth/callback.go	1	//nolint:dupword	COMMENT
LOW	internal/api/v1/proxmox/tail.go	21	} // @name ProxmoxTailRequest	COMMENT
LOW	internal/api/v1/proxmox/journalctl.go	21	Services []string `form:"service" uri:"service"` // Service names	COMMENT
LOW	internal/api/v1/agent/verify.go	61	for i, agentInfo := range entries {	COMMENT
LOW	internal/idlewatcher/watcher.go	421	//	COMMENT
LOW	internal/idlewatcher/watcher.go	801	}	COMMENT
LOW	agent/pkg/agent/stream/tcp_server.go	21		COMMENT
LOW	socket-proxy/pkg/reverseproxy/reverse_proxy.go	21		COMMENT
LOW	socket-proxy/pkg/reverseproxy/reverse_proxy.go	41	// value of the client IP address. If an X-Forwarded-For	COMMENT
LOW	examples/docker-compose/netbird.yml	101	reverseProxy:	COMMENT

Decorative Section Separators2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/docker-compose/netbird.yml	69	# ============================================================================	COMMENT
MEDIUM	examples/docker-compose/netbird.yml	71	# ============================================================================	COMMENT

TODO Padding2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	internal/docker/client.go	28	// TODO: implement reconnect here.	COMMENT
LOW	internal/api/v1/docker/logs.go	61	// TODO: implement levels	COMMENT

Hyper-Verbose Identifiers2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/update-wiki/index.ts	36	function sanitizeFileStemFromPkgPath(pkgPath: string) {	CODE
LOW	scripts/update-wiki/index.ts	84	function rewriteMarkdownLinksOutsideFences(	CODE

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	internal/proxmox/command_common.go	12	// We need to check if the input contains these characters and return an error if it does.	COMMENT

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	internal/route/provider/docker_test.go	141	common.OIDCAllowedUsers = []string{"user@example.com"}	CODE

Unused Imports1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	internal/dnsproviders/gen.py	2		CODE

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	scripts/fix-swagger-json.py	25		CODE

yusing/godoxy

Open-Source Code Quality, Security and Technical Debt Review