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 9.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 93 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 1 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

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

PR Review Velocity Impact 9.1/100 · LOW

Which changes need focused human review? 94 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 0LOW 94

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 94 distinct pattern matches across 2 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 Block93 hits · 93 pts

Severity	File	Line	Snippet	Context
LOW	test/integration/scenario/containers.go	21		COMMENT
LOW	test/integration/scenario/containers.go	61		COMMENT
LOW	pkg/gotenberg/pattern.go	1	package gotenberg	COMMENT
LOW	pkg/gotenberg/pattern.go	21	// Anything that stops the whole process, a cgroup CPU-quota throttle or a long	COMMENT
LOW	pkg/gotenberg/pdfengine.go	281	// Go.	COMMENT
LOW	pkg/gotenberg/pdfengine.go	321	// The bookmarks parameter represents the hierarchical tree of the outline.	COMMENT
LOW	pkg/gotenberg/pdfengine.go	341	// Watermark applies a watermark (behind page content) to a PDF file.	COMMENT
LOW	pkg/gotenberg/pdfengine.go	361	ReadPdfAConformance(ctx context.Context, logger *slog.Logger, inputPath string) (part string, conformance string, err e	COMMENT
LOW	pkg/gotenberg/flags.go	201	// It panics if an error occurs.	COMMENT
LOW	pkg/gotenberg/flags.go	221	// every pattern they compile, which is how all four production lists are	COMMENT
LOW	pkg/gotenberg/supervisor.go	21	// ErrMaximumQueueSizeExceeded happens if Run() is called but the maximum queue	COMMENT
LOW	pkg/gotenberg/supervisor.go	41	// is healthy; otherwise, it returns false.	COMMENT
LOW	pkg/gotenberg/supervisor.go	61	// A non-started process is considered healthy (startup is deferred until	COMMENT
LOW	pkg/gotenberg/supervisor.go	81		COMMENT
LOW	pkg/gotenberg/supervisor.go	101	// Browser.getVersion roundtrip when several conversion slots are	COMMENT
LOW	pkg/gotenberg/doc.go	1	// Package gotenberg implements the core module system.	COMMENT
LOW	pkg/gotenberg/context.go	61	// Modules return the list of modules which satisfies the requested interface.	COMMENT
LOW	pkg/gotenberg/outbound.go	21	)	COMMENT
LOW	pkg/gotenberg/outbound.go	61	// not classify via [netip.Addr] helpers but that must not be considered	COMMENT
LOW	pkg/gotenberg/outbound.go	101	// returns false for loopback, private (RFC1918), link-local, unspecified,	COMMENT
LOW	pkg/gotenberg/outbound.go	201	}	COMMENT
LOW	pkg/gotenberg/outbound.go	221	// outboundDecisionKey is the context key under which an [OutboundDecision]	COMMENT
LOW	pkg/gotenberg/outbound.go	241	type DecideOption func(*decideConfig)	COMMENT
LOW	pkg/gotenberg/outbound.go	281	// closes the DNS rebinding window that affects callers that only receive	COMMENT
LOW	pkg/gotenberg/outbound.go	401	// Match on a credential-free form. [url.URL.String] re-emits userinfo	COMMENT
LOW	pkg/gotenberg/outbound.go	461	//	COMMENT
LOW	pkg/gotenberg/outbound.go	521	// underlying [http.Client] invokes the wrapping [http.RoundTripper] once	COMMENT
LOW	pkg/gotenberg/allowlist.go	41		COMMENT
LOW	pkg/gotenberg/modules.go	21	// ID: "your_module",	COMMENT
LOW	pkg/gotenberg/modules.go	81	Debug() map[string]any	COMMENT
LOW	pkg/gotenberg/semconv/gen.go	1	// Copyright The OpenTelemetry Authors	COMMENT
LOW	pkg/gotenberg/semconv/server.go	81	// RequestTraceAttrs returns trace attributes for an HTTP request received by a	COMMENT
LOW	pkg/gotenberg/semconv/doc.go	1	// Package semconv contains utilities not yet exposed in the OpenTelemetry Go	COMMENT
LOW	pkg/gotenberg/internal/otel/doc.go	1	// Package otel gathers initialization utilities for OpenTelemetry	COMMENT
LOW	pkg/gotenberg/internal/otel/doc.go	21	// sampling ratio.	COMMENT
LOW	pkg/gotenberg/internal/otel/otel.go	21	)	COMMENT
LOW	pkg/modules/webhook/pool_safe_context.go	1	package webhook	COMMENT
LOW	pkg/modules/webhook/middleware.go	321	cancel = detachAsyncContext(ctx, cancel)	COMMENT
LOW	pkg/modules/exiftool/exiftool.go	81	"FilePermissions", // Writing this changes the file's permissions	COMMENT
LOW	pkg/modules/exiftool/doc.go	1	// Package exiftool implements gotenberg.PdfEngine using the ExifTool command-line tool. Reads and writes PDF metadata.	COMMENT
LOW	pkg/modules/pdfcpu/doc.go	1	// Package pdfcpu implements gotenberg.PdfEngine using the pdfcpu command-line	COMMENT
LOW	pkg/modules/chromium/tasks.go	481	}	COMMENT
LOW	pkg/modules/chromium/tasks.go	501	// }	COMMENT
LOW	pkg/modules/chromium/events.go	61	}	COMMENT
LOW	pkg/modules/chromium/pinning_proxy.go	21	"github.com/gotenberg/gotenberg/v8/pkg/gotenberg"	COMMENT
LOW	pkg/modules/chromium/pinning_proxy.go	201	}	COMMENT
LOW	pkg/modules/chromium/pinning_proxy.go	321	}{	COMMENT
LOW	pkg/modules/chromium/pinning_proxy.go	381	}	COMMENT
LOW	pkg/modules/chromium/pinning_proxy.go	401	// a slow origin is never cut off. A transfer that keeps making progress	COMMENT
LOW	pkg/modules/chromium/chromium.go	41		COMMENT
LOW	pkg/modules/chromium/chromium.go	141		COMMENT
LOW	pkg/modules/chromium/chromium.go	161	// Values are normalized (trimmed, lowercased) and may be provided as:	COMMENT
LOW	pkg/modules/chromium/chromium.go	221	// these directory prefixes. Applied in listenForEventRequestPaused in	COMMENT
LOW	pkg/modules/chromium/chromium.go	301		COMMENT
LOW	pkg/modules/chromium/browser.go	21	"github.com/chromedp/cdproto/target"	COMMENT
LOW	pkg/modules/chromium/browser.go	41	// ~85 MB of anonymous memory for a UI a PDF service can never show. Chromium	COMMENT
LOW	pkg/modules/chromium/browser.go	221	// or any sub-resource. The proxy resolves and validates each URL	COMMENT
LOW	pkg/modules/chromium/browser.go	241	// cannot filter it; the pinning proxy is the only layer that sees	COMMENT
LOW	pkg/modules/chromium/browser.go	701	// browser went away mid-flight; fail fast with the same crash error	COMMENT
LOW	pkg/modules/chromium/routes.go	41		COMMENT
33 more matches not shown…

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	.github/actions/clean/clean.sh	61	token="placeholder"	CODE

gotenberg/gotenberg

Open-Source Code Quality, Security and Technical Debt Review