2.6

Adjusted Signal

2.6

Raw Pattern Score

100%

Time Factor

—

Last Push

—

Stars

—

Language

41.5K

Lines of Code

110

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 7.1/100 · LOW

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

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 9.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 47 finding(s).

PR Review Velocity Impact 10.8/100 · LOW

Which changes need focused human review? 65 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 15LOW 50

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 65 distinct pattern matches across 5 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.

Decorative Section Separators15 hits · 45 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/renderer-diff.ts	3	// ── Cell types ───────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer-diff.ts	20	// ── Cell helpers ─────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer-diff.ts	48	// ── Cell → string conversion ────────────────────────────────	COMMENT
MEDIUM	src/renderer-diff.ts	67	// ── Frame diffing ────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer-diff.ts	88	// ── Diff → ANSI output ──────────────────────────────────────	COMMENT
MEDIUM	src/mock-orchestrator.ts	131	// ── Randomization helpers ────────────────────────────────────	COMMENT
MEDIUM	src/mock-orchestrator.ts	137	// ── Mock orchestrator ────────────────────────────────────────	COMMENT
MEDIUM	src/renderer.ts	25	// ── Constants ────────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer.ts	49	// ── ANSI helpers ─────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer.ts	56	// ── Cell-based render functions ──────────────────────────────	COMMENT
MEDIUM	src/renderer.ts	265	// ── String wrappers (preserve existing API) ──────────────────	COMMENT
MEDIUM	src/renderer.ts	315	// ── Star rendering (cell-based) ─────────────────────────────	COMMENT
MEDIUM	src/renderer.ts	514	// ── Build full frame (cell-based) ────────────────────────────	COMMENT
MEDIUM	src/renderer.ts	726	// ── String wrappers for frame building ───────────────────────	COMMENT
MEDIUM	src/renderer.ts	765	// ── Renderer class ───────────────────────────────────────────	COMMENT

Hyper-Verbose Identifiers32 hits · 34 pts

Severity	File	Line	Snippet	Context
LOW	src/release-ci-exclusions.test.ts	101	function pullRequestFilterCoverage(pr: unknown): PullRequestFilter {	CODE
LOW	src/cli.ts	282	function initializeCurrentBranchRun(	CODE
LOW	src/cli.ts	535	function persistStdinPromptForReexec(prompt: string): {	CODE
LOW	src/cli.ts	552	function isTrustedReexecPromptPath(promptPath: string): boolean {	CODE
LOW	src/cli.ts	562	function cleanupTrustedReexecPromptPath(promptPath: string): void {	CODE
LOW	src/cli.test.ts	508	async function runCliResumeWithActualRun(	CODE
LOW	src/core/commit-message-config.ts	4	export function normalizeCommitMessageConfig(	CODE
LOW	src/core/commit-message.ts	55	export function getCommitMessageSchemaFields(	CODE
LOW	src/core/commit-message.ts	65	export function getCommitMessagePromptFields(	CODE
LOW	src/core/sleep.test.ts	49	function createWindowsChildProcess(pid = 1234): ChildProcess {	CODE
LOW	src/core/sleep.ts	116	function isTrustedLinuxReexecReadyPath(readyPath: string): boolean {	CODE
LOW	src/core/sleep.ts	196	function forwardTerminationSignalsToChild(	CODE
LOW	src/core/telemetry.ts	82	export function getBuildTimeUmamiWebsiteID(): string {	CODE
LOW	src/core/telemetry.ts	275	export function resetDefaultTelemetryForTests(): void {	CODE
LOW	src/core/config.ts	35	function hasDisallowedAcpTargetChar(target: string): boolean {	CODE
LOW	src/core/config.ts	263	function normalizeAgentPathOverride(	CODE
LOW	src/core/config.ts	341	function normalizeAgentArgsOverride(	CODE
LOW	src/core/config.ts	422	function normalizeAcpRegistryOverrides(	CODE
LOW	src/core/config.ts	570	function serializeAgentPathOverride(	CODE
LOW	src/core/config.ts	592	function serializeAgentArgsOverride(	CODE
LOW⚡	src/core/run.ts	101	function commitMessageMetadataValue(	CODE
LOW⚡	src/core/run.ts	107	function readCommitMessageMetadata(	CODE
LOW⚡	src/core/run.ts	116	function inferCommitMessageFromSchema(	CODE
LOW	src/core/run.ts	164	function writeCommitMessageMetadata(	CODE
LOW	src/core/run.ts	360	export function getCompletedIterationCount(runInfo: RunInfo): number {	CODE
LOW	src/core/agents/cursor.ts	202	function userSpecifiedPermissionMode(userArgs: string[]): boolean {	CODE
LOW	src/core/agents/acp.ts	64	function redactRawAcpTargetInString(text: string, target: string): string {	CODE
LOW	src/core/agents/acp.ts	70	function redactRawAcpTargetInValue(value: unknown, target: string): unknown {	CODE
LOW	src/core/agents/opencode.ts	123	function buildProviderErrorMessage(error: OpenCodeStreamErrorInfo): string {	CODE
LOW	src/core/agents/opencode.ts	190	function buildStructuredOutputFormat(schema: AgentOutputSchema) {	CODE
LOW	src/core/agents/copilot.ts	91	function userSpecifiedPermissionMode(userArgs: string[]): boolean {	CODE
LOW	src/core/agents/stream-utils.ts	141	export function setupChildProcessHandlers(	CODE

Over-Commented Block10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	README.md	241	# agentPathOverride:	COMMENT
LOW	README.md	261	# - --provider	COMMENT
LOW	README.md	281	# local or beta build of an ACP agent.	COMMENT
LOW	.github/workflows/no-mistakes-required.yml	41	check:	COMMENT
LOW	src/core/bootstrap-config.golden.yml	1	# Agent to use by default: native agent name or acp:<target-or-command>	COMMENT
LOW	src/core/bootstrap-config.golden.yml	21	# - -c	COMMENT
LOW	src/core/bootstrap-config.golden.yml	41	# agentModel:	COMMENT
LOW	src/core/agents/acp.ts	241	const iterationStartUsed = this.lastReportedUsed;	COMMENT
LOW	src/core/agents/acp.ts	261	// the turn, so this is the primary candidate to JSON.parse - separating	COMMENT
LOW	src/core/agents/acp.ts	321	// Count both output and thought streams toward output tokens -	COMMENT

Verbosity Indicators4 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW⚡	.airlock/lint.sh	56	# Step 1: Run Prettier auto-fix on changed files	COMMENT
LOW⚡	.airlock/lint.sh	62	# Step 2: Run ESLint auto-fix on changed TS/JS files	COMMENT
LOW⚡	.airlock/lint.sh	68	# Step 3: Run Prettier check mode to verify	COMMENT
LOW⚡	.airlock/lint.sh	77	# Step 4: Run ESLint check mode to verify	COMMENT

Structural Annotation Overuse4 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW⚡	.airlock/lint.sh	56	# Step 1: Run Prettier auto-fix on changed files	COMMENT
LOW⚡	.airlock/lint.sh	62	# Step 2: Run ESLint auto-fix on changed TS/JS files	COMMENT
LOW⚡	.airlock/lint.sh	68	# Step 3: Run Prettier check mode to verify	COMMENT
LOW⚡	.airlock/lint.sh	77	# Step 4: Run ESLint check mode to verify	COMMENT

kunchenguid/gnhf

Open-Source Code Quality, Security and Technical Debt Review