1.3

Adjusted Signal

1.3

Raw Pattern Score

100%

Time Factor

2026-10-26

Last Push

4.2K

Stars

Language

71.2K

Lines of Code

148

Files

Pattern Hits

2026-10-31

Scan Date

0.01

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 5.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 77 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.1/100 · LOW

Are imports declared and package/API names verified? 6 finding(s).

Agent Over-Engineering Ratio 1.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 19 finding(s).

PR Review Velocity Impact 6.3/100 · LOW

Which changes need focused human review? 83 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 0LOW 82

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 83 distinct pattern matches across 7 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 Block53 hits · 53 pts

Severity	File	Line	Snippet	Context
LOW	web/files.js	1	// files.js - connects three worlds:	COMMENT
LOW	web/files.js	81		COMMENT
LOW	web/files.js	101	// In-memory snapshot of what the server has, persisted to localStorage	COMMENT
LOW	web/chat.js	761	e.preventDefault();	COMMENT
LOW	web/lib/codemirror.js	341	else { bidiOther = i; }	COMMENT
LOW	web/lib/codemirror.js	2721	var lineSpaceBox = cm.display.lineSpace.getBoundingClientRect();	COMMENT
LOW	web/lib/codemirror.js	3681	});	COMMENT
LOW	web/lib/codemirror.js	6261	}	COMMENT
LOW	web/lib/codemirror.js	8161	// extendTo(cur);	COMMENT
LOW	web/lib/codemirror.js	8861	var div = elt("div", [te], null, "overflow: hidden; position: relative; width: 3px; height: 0px;");	COMMENT
LOW	web/lib/hypermd.js	201	var tmp;	COMMENT
LOW	web/lib/hypermd.js	281	}	COMMENT
LOW	web/lib/fold-code.js	1	// HyperMD, copyright (c) by laobubu	COMMENT
LOW	web/lib/show-hint.js	501	// var term, from = CodeMirror.Pos(cur.line, token.start), to = cur	COMMENT
LOW	web/lib/hide-token.js	1	// HyperMD, copyright (c) by laobubu	COMMENT
LOW	web/lib/fold-image.js	161	// // console.log("[image]FAILED TO REQUEST RANGE: ", rngReq);	COMMENT
LOW	web/lib/autoscroll.js	101	});	COMMENT
LOW	web/lib/autoscroll.js	121	// const lineHeight = editor.defaultTextHeight();	COMMENT
LOW	web/lib/autoscroll.js	141	// function stopAutoScroll() {	COMMENT
LOW	web/lib/autoscroll.js	161	// startAutoScroll('down');	COMMENT
LOW	web/lib/autoscroll.js	181	// stopAutoScroll();	COMMENT
LOW	web/lib/autoscroll.js	201	// if (autoscrollState.isSelecting) {	COMMENT
LOW	web/lib/autoscroll.js	221	// editor.off('beforeSelectionChange', selectionChangeHandler);	COMMENT
LOW	tests/files.spec.js	961	// newFile() ignores the open/selected folder for the toolbar button.	COMMENT
LOW	tests/files.spec.js	981	//	COMMENT
LOW	tests/files.spec.js	1001	// - editor.path = /life/Pilaf.md, editor content = Pilaf UPDATED	COMMENT
LOW	tests/files.spec.js	1021	// things:	COMMENT
LOW	tests/files.spec.js	1041	//	COMMENT
LOW	tests/playwright.config.js	41	// Firefox and Webkit aren't currently supporting showDirectoryPicker	COMMENT
LOW	server/bot_test.go	181	//	COMMENT
LOW	server/bot_test.go	201	//	COMMENT
LOW	server/bot_test.go	1001	// r := require.New(t)	COMMENT
LOW	server/bot_test.go	1021	// defer func() {	COMMENT
LOW	server/bot_test.go	4561	content, err := bot.fs.Read("journal", journalFiles[0].Name)	COMMENT
LOW	server/bot_test.go	4581	// bot := NewBot(-1, tgram, userFS, db.NewFakeDB(), cfg)	COMMENT
LOW	server/bot.go	2041	//filename, err := b.fs.Unhash(fs.DirUserRoot, msgIndex)	COMMENT
LOW	server/chat_test.go	201	r.Equal(chatBlockHash("- [ ] `01:01` Test content"), h)	COMMENT
LOW	server/chat_test.go	221	//	COMMENT
LOW	server/chat_test.go	301	//	COMMENT
LOW	server/chat_test.go	321	// content := `#### 1 July, Tuesday	COMMENT
LOW	server/chat_test.go	401	hasTimestamp := timestampRegex.MatchString(record)	COMMENT
LOW	server/chat_test.go	421	// for i, block := range result {	COMMENT
LOW	server/chat.go	21	inboxHeaderRegex = regexp.MustCompile(`^#### `)	COMMENT
LOW	server/bot_forwards.go	1	// Don't want to put this hacky complex code into main bot file.	COMMENT
LOW	server/sync/sync_test.go	461	}	COMMENT
LOW	server/sync/sync_test.go	481	// fs.NewUserFS = origFS	COMMENT
LOW	server/sync/sync_test.go	501	// r.Equal(http.StatusOK, w.Code)	COMMENT
LOW	server/fs/fs.go	621	}	COMMENT
LOW	server/stats/stats_test.go	41		COMMENT
LOW	server/stats/stats_test.go	61	// now = savedNow	COMMENT
LOW	server/stats/stats_test.go	81	//func TestDoneTodayScheduled(t *testing.T) {	COMMENT
LOW	server/stats/stats_test.go	101	// err := fs.Put("archive", "a.md", "")	COMMENT
LOW	server/pkg/txt/md.go	261	// MarkdownToHTML naively converts user's markdown to Telegram-supported subset of HTML.	COMMENT

Hyper-Verbose Identifiers19 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	web/files.js	704	async function collectModifiedAndDeletedFiles() {	CODE
LOW	web/files.js	1076	function setServerFileLastClientModified(path, lastClientModified) {	CODE
LOW	web/files.js	1619	function walkFilesExcludingSystemDirs(callback) {	CODE
LOW	web/welcome.js	5	async function getTemporaryStorageDirHandle() {	CODE
LOW	web/lib/keymap.js	576	function incrementRemainingMarkdownListNumbers(cm, pos) {	CODE
LOW	web/lib/codemirror.js	1535	function conflictingCollapsedRange(doc, lineNo, from, to, marker) {	CODE
LOW	web/lib/codemirror.js	1792	function defaultSpecialCharPlaceholder(ch) {	CODE
LOW	web/lib/codemirror.js	2446	function updateExternalMeasurement(cm, line) {	CODE
LOW⚡	web/lib/codemirror.js	2628	function maybeUpdateRectForZooming(measure, rect) {	CODE
LOW⚡	web/lib/codemirror.js	2638	function clearLineMeasurementCacheFor(lineView) {	CODE
LOW⚡	web/lib/codemirror.js	2647	function clearLineMeasurementCache(cm) {	CODE
LOW	web/lib/codemirror.js	4739	function maybeUpdateLineNumberWidth(cm) {	CODE
LOW	web/lib/codemirror.js	5374	function selectionEventCanBeMerged(doc, origin, prev, sel) {	CODE
LOW	web/lib/codemirror.js	5573	function setSelectionReplaceHistory(doc, sel, options) {	CODE
LOW	web/lib/codemirror.js	5904	function makeChangeSingleDocInEditor(cm, change, spans) {	CODE
LOW	web/lib/codemirror.js	6242	function adjustScrollWhenAboveVisible(cm, line, diff) {	CODE
LOW	web/lib/codemirror.js	7430	function incrementRemainingMarkdownListNumbers(cm, pos) {	CODE
LOW	web/lib/hypermd.js	801	function createSimpleInnerModeExitChecker(endTag, retInfo) {	CODE
LOW	web/lib/fs.js	80	async function writeIfContentIsDifferent(path, content) {	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	web/lib/codemirror.js	9538	return this.cm.display.wrapper.ownerDocument.getSelection()	CODE

Fake / Example Data5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	tests/editor.spec.js	153	const testContent = `Lorem ipsum dolor\nLorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod temp	CODE
LOW	tests/editor.spec.js	153	const testContent = `Lorem ipsum dolor\nLorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod temp	CODE
LOW	server/pkg/txt/str_test.go	344	str, placeholders := ReplaceWithPlaceholders("Hello World, Hello Universe", "Hello", "placeholder")	CODE
LOW	server/pkg/txt/str_test.go	360	str, placeholders = ReplaceWithPlaceholders("email@example.com and test@example.org", `\S+@\S+\.\S+`, "email")	CODE
LOW	server/pkg/txt/str_test.go	364	"#email1#": "test@example.org",	CODE

Verbosity Indicators2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	web/lib/sidebar.js	137	// Step 0: Lists group	COMMENT
LOW	web/lib/sidebar.js	183	// Step 2: Personal group	COMMENT

Structural Annotation Overuse2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	web/lib/sidebar.js	137	// Step 0: Lists group	COMMENT
LOW	web/lib/sidebar.js	183	// Step 2: Personal group	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	web/offline.js	144	async function handleRequest(request) {	CODE

zakirullin/files.md

Open-Source Code Quality, Security and Technical Debt Review