0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

89.9K

Stars

Language

156.2K

Lines of Code

755

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? 54 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.9/100 · LOW

Are imports declared and package/API names verified? 13 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 3 finding(s).

PR Review Velocity Impact 2.6/100 · LOW

Which changes need focused human review? 67 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 3LOW 63

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 67 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 Block47 hits · 47 pts

Severity	File	Line	Snippet	Context
LOW	cmd/infra/strelaypoolsrv/auto/doc.go	1	// Copyright (C) 2018 The Syncthing Authors.	COMMENT
LOW	cmd/infra/stcrashreceiver/main.go	1	// Copyright (C) 2019 The Syncthing Authors.	COMMENT
LOW	internal/db/olddb/set.go	1	// Copyright (C) 2014 The Syncthing Authors.	COMMENT
LOW	internal/db/olddb/backend/backend.go	41	type ReadTransaction interface {	COMMENT
LOW	internal/db/olddb/backend/backend.go	61	type WriteTransaction interface {	COMMENT
LOW	internal/db/olddb/backend/backend.go	81	// // ...	COMMENT
LOW	script/authors.go	41	const authorsHeader = `# This is the official list of Syncthing authors for copyright purposes.	COMMENT
LOW	gui/default/syncthing/core/syncthingController.js	1181	}	COMMENT
LOW	.github/FUNDING.yml	1	github: syncthing	COMMENT
LOW	lib/upgrade/signingkey.go	1	// Copyright (C) 2015 The Syncthing Authors.	COMMENT
LOW	lib/config/wrapper.go	41	// called for each subscribing object that implements it, with copies of the	COMMENT
LOW	lib/upnp/igd_service.go	1	// Copyright (C) 2016 The Syncthing Authors.	COMMENT
LOW	lib/upnp/igd_service.go	21	// "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT	COMMENT
LOW	lib/upnp/upnp.go	1	// Copyright (C) 2014 The Syncthing Authors.	COMMENT
LOW	lib/upnp/upnp.go	21	// "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT	COMMENT
LOW	lib/upnp/upnp.go	361	// Figure out our IPv4 address on the interface used to reach the IGD.	COMMENT
LOW	lib/protocol/bep_fileinfo.go	481	// - modification time (difference bigger than modTimeWindow)	COMMENT
LOW	lib/protocol/protocol.go	121	Index(ctx context.Context, idx *Index) error	COMMENT
LOW	lib/protocol/doc.go	1	// Copyright (C) 2014 The Syncthing Authors.	COMMENT
LOW	lib/dialer/empty_test.go	1	// Copyright (C) 2016 The Syncthing Authors.	COMMENT
LOW	lib/connections/service.go	1421	// to be unique for each connection and chronologically sortable. It is	COMMENT
LOW	lib/watchaggregator/aggregator.go	401	// Deletes should in general be scanned last, therefore they are delayed by	COMMENT
LOW	lib/model/doc.go	1	// Copyright (C) 2014 The Syncthing Authors.	COMMENT
LOW	lib/model/indexhandler.go	101	// This is the other side's description of themselves. We	COMMENT
LOW	lib/model/model.go	2361	// e.g. if multiple connections to a single device are closed.	COMMENT
LOW	lib/model/folder_sendrecv.go	681	// checkParent verifies that the thing we are handling lives inside a directory,	COMMENT
LOW	lib/model/folder_sendrecv.go	1121	// This is the flow of data and events here, I think...	COMMENT
LOW	lib/model/folder_sendrecv.go	1141	// \| \| +-----------------------+	COMMENT
LOW	lib/model/sharedpullerstate.go	161	// permissions will be set to the final value later, but in the meantime	COMMENT
LOW	lib/model/sharedpullerstate.go	201	if s.sparse && !s.file.IsSymlink() {	COMMENT
LOW	lib/osutil/lowprio_linux.go	21	// (default) and 19 (worst priority). But then, this is Linux, so of	COMMENT
LOW	lib/osutil/lowprio_linux.go	41	if cur, err := syscall.Getpriority(syscall.PRIO_PROCESS, 0); err == nil && cur <= wantNiceLevel {	COMMENT
LOW	lib/api/api.go	541	func corsMiddleware(next http.Handler, allowFrameLoading bool) http.Handler {	COMMENT
LOW	lib/api/auto/doc.go	1	// Copyright (C) 2014 The Syncthing Authors.	COMMENT
LOW	lib/relay/protocol/empty_test.go	1	// Copyright (C) 2016 The Syncthing Authors.	COMMENT
LOW	lib/relay/client/empty_test.go	1	// Copyright (C) 2016 The Syncthing Authors.	COMMENT
LOW	lib/fs/fakefs.go	41	// following properties:	COMMENT
LOW	lib/fs/fakefs.go	801	//	COMMENT
LOW	lib/fs/folding_test.go	21	{"Ĳssel", "ĳssel"},	COMMENT
LOW	lib/fs/types.go	1	// Copyright (C) 2016 The Syncthing Authors.	COMMENT
LOW	lib/fs/walkfs.go	41	if ancestors.fs.SameFile(info, ancestor) {	COMMENT
LOW	lib/fs/util.go	81	}	COMMENT
LOW	lib/fs/basicfs_watch_notkqueue.go	1	// Copyright (C) 2022 The Syncthing Authors.	COMMENT
LOW	lib/scanner/doc.go	1	// Copyright (C) 2014 The Syncthing Authors.	COMMENT
LOW	lib/scanner/walk.go	41	// If CurrentFiler is not nil, it is queried for the current file before rescanning.	COMMENT
LOW	lib/beacon/doc.go	1	// Copyright (C) 2014 The Syncthing Authors.	COMMENT
LOW	lib/pmp/empty_test.go	1	// Copyright (C) 2016 The Syncthing Authors.	COMMENT

Fake / Example Data12 hits · 19 pts

Severity	File	Line	Snippet	Context
LOW	CONTRIBUTING.md	54	$ git config --global user.name "Jane Doe"	CODE
LOW	lib/discover/manager.go	7	//go:generate go tool counterfeiter -o mocks/manager.go --fake-name Manager . Manager	COMMENT
LOW	lib/config/wrapper.go	7	//go:generate go tool counterfeiter -o mocks/mocked_wrapper.go --fake-name Wrapper . Wrapper	COMMENT
LOW⚡	lib/protocol/protocol.go	8	//go:generate go tool counterfeiter -o mocked_connection_info_test.go --fake-name mockedConnectionInfo . ConnectionInfo	COMMENT
LOW⚡	lib/protocol/protocol.go	11	//go:generate go tool counterfeiter -o mocks/connection_info.go --fake-name ConnectionInfo . ConnectionInfo	COMMENT
LOW⚡	lib/protocol/protocol.go	12	//go:generate go tool counterfeiter -o mocks/connection.go --fake-name Connection . Connection	COMMENT
LOW	lib/connections/service.go	7	//go:generate go tool counterfeiter -o mocks/service.go --fake-name Service . Service	COMMENT
LOW	lib/model/folder_summary.go	7	//go:generate go tool counterfeiter -o mocks/folderSummaryService.go --fake-name FolderSummaryService . FolderSummarySer	COMMENT
LOW	lib/model/model.go	7	//go:generate go tool counterfeiter -o mocks/model.go --fake-name Model . Model	COMMENT
LOW	lib/events/events.go	7	//go:generate go tool counterfeiter -o mocks/buffered_subscription.go --fake-name BufferedSubscription . BufferedSubscri	COMMENT
LOW	lib/scanner/walk_test.go	160	data := []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et	CODE
LOW	lib/scanner/walk_test.go	160	data := []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	gui/default/syncthing/core/syncthingController.js	3282	return $scope.advancedConfig.defaults.ignores.lines.join('\n');	CODE

AI Slop Vocabulary3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	build.go	540	// https://github.com/go-delve/delve/issues/79	COMMENT
MEDIUM	gui/default/syncthing/core/localeService.js	41	// @TODO: check if there is nice way to utilize window.navigator.languages or similar api.	COMMENT
MEDIUM	lib/versioner/trashcan.go	137	// If a deleted file was restored, even though the RenameOrCopy method is robust, check if the file exists and	COMMENT

Hyper-Verbose Identifiers3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	gui/default/syncthing/core/syncthingController.js	916	function shouldSetDefaultFolderPath() {	CODE
LOW	gui/default/syncthing/core/syncthingController.js	1165	function progressIntegerPercentage(current, total) {	CODE
LOW	gui/default/syncthing/core/syncthingController.js	2747	function saveFolderIgnoresExisting() {	CODE

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	script/docker-entrypoint.sh	10	# If Syncthing should have no extra capabilities, make sure to remove them	COMMENT

syncthing/syncthing

Open-Source Code Quality, Security and Technical Debt Review