1.5

Adjusted Signal

1.5

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

73.5K

Stars

TypeScript

Language

236.7K

Lines of Code

1.3K

Files

267

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 6.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 249 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 5.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 213 finding(s).

PR Review Velocity Impact 7.1/100 · LOW

Which changes need focused human review? 267 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 40LOW 227

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 267 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.

Hyper-Verbose Identifiers195 hits · 198 pts

Severity	File	Line	Snippet	Context
LOW	test/core/archive.test.ts	8655	async function createChangeWithDeltaSpec(changeName: string): Promise<string> {	CODE
LOW	test/core/github-copilot-cloud-agent.test.ts	108	async function linkDirectoryOutsideProject(outsideDir: string): Promise<void> {	CODE
LOW	test/core/update-dry-run.test.ts	109	async function expectPlanMatchesRealUpdate(	CODE
LOW	test/core/update-dry-run.test.ts	120	async function expectFullPlanMatchesRealUpdate(options: { force?: boolean } = {}) {	CODE
LOW	test/core/completions/command-registry.test.ts	75	function toCommanderPositionalShapes(command: Command): PositionalShape[] {	CODE
LOW	test/core/templates/update-change.test.ts	113	function writeAuthorizationsOutsideStepFive(body: string, label: string): string[] {	CODE
LOW	test/core/templates/profile-handoffs.test.ts	29	function expectInstalledReferences(content: string, workflows: readonly string[], label: string): void {	CODE
LOW	test/cli-e2e/store-lifecycle.test.ts	107	async function writeCompletedChangeArtifacts(	CODE
LOW	test/commands/config-profile.test.ts	85	function setupDriftedProjectArtifacts(projectDir: string): void {	CODE
LOW	test/commands/config-profile.test.ts	92	function setupSyncedCoreBothArtifacts(projectDir: string): void {	CODE
LOW	test/commands/config-profile.test.ts	116	function addExtraVerifyWorkflowArtifacts(projectDir: string): void {	CODE
LOW	test/commands/store.test.ts	99	function expectHealthyOpenSpecRoot(root: string): void {	CODE
LOW	test/commands/store.test.ts	106	function expectNoGeneratedAgentOrBetaArtifacts(root: string): void {	CODE
LOW	test/commands/legacy-groups-removed.test.ts	58	function writeWorkspaceViewFixture(dir: string): void {	CODE
LOW	test/helpers/store-git.ts	10	export function createHealthyOpenSpecRoot(root: string, configName = 'config.yaml'): void {	CODE
LOW	test/helpers/run-cli.ts	115	export function terminateActiveCliChildren(): void {	CODE
LOW	…/changes/archive/2026-02-17-add-verify-skill/design.md	30	export function getVerifyChangeSkillTemplate(): SkillTemplate	CODE
LOW	…/changes/archive/2026-02-17-add-verify-skill/design.md	31	export function getOpsxVerifyCommandTemplate(): CommandTemplate	CODE
LOW	src/core/legacy-cleanup.ts	187	function getManagedGlobalLegacyPromptMetadata(filePath: string): LegacyGlobalPromptMatch \| undefined {	CODE
LOW	src/core/legacy-cleanup.ts	335	export async function detectLegacySlashCommands(	CODE
LOW	src/core/legacy-cleanup.ts	491	async function detectLegacyGlobalPromptFiles(): Promise<LegacyGlobalPromptMatch[]> {	CODE
LOW	src/core/legacy-cleanup.ts	523	async function findLegacySlashCommandFiles(	CODE
LOW	src/core/legacy-cleanup.ts	568	export async function detectLegacyStructureFiles(	CODE
LOW	src/core/legacy-cleanup.ts	998	export function formatDeferredGlobalPromptSummary(detection: LegacyDetectionResult): string {	CODE
LOW	src/core/legacy-cleanup.ts	1022	export function getToolsFromLegacyArtifacts(detection: LegacyDetectionResult): string[] {	CODE
LOW	src/core/legacy-cleanup.ts	1051	function legacyManagedFileNamesForDir(dir: string): readonly string[] {	CODE
LOW	src/core/legacy-cleanup.ts	1082	export function getLegacyGlobalPromptMatches(detection: LegacyDetectionResult): LegacyGlobalPromptMatch[] {	CODE
LOW	src/core/legacy-cleanup.ts	1096	export function getLegacyWorkflowIdsForTool(	CODE
LOW	src/core/legacy-cleanup.ts	1131	export function omitGlobalLegacyPromptFiles(detection: LegacyDetectionResult): LegacyDetectionResult {	CODE
LOW	src/core/legacy-cleanup.ts	1173	export function pickGlobalLegacyPromptFiles(	CODE
LOW	src/core/legacy-cleanup.ts	1201	export function formatProjectMdMigrationHint(): string {	CODE
LOW	src/core/command-surface.ts	17	export function resolveCommandSurfaceCapability(toolId: string): CommandSurfaceCapability {	CODE
LOW⚡	src/core/command-surface.ts	29	export function shouldGenerateSkillsForTool(toolId: string, delivery: Delivery): boolean {	CODE
LOW⚡	src/core/command-surface.ts	33	export function shouldRemoveSkillsForTool(toolId: string, delivery: Delivery): boolean {	CODE
LOW⚡	src/core/command-surface.ts	37	export function shouldGenerateCommandsForTool(toolId: string, delivery: Delivery): boolean {	CODE
LOW⚡	src/core/command-surface.ts	41	export function shouldReconcileCommandFilesForTool(toolId: string, delivery: Delivery): boolean {	CODE
LOW	src/core/migration.ts	200	function collectLegacyToolMigrations(	CODE
LOW	src/core/migration.ts	521	function scanInstalledWorkflowArtifacts(	CODE
LOW	src/core/root-selection.ts	302	async function resolveNearestOrDeclaredRoot(	CODE
LOW	src/core/root-selection.ts	400	async function suggestStoreFromGitRemote(	CODE
LOW	src/core/archive.ts	98	function describeUnaccountedContent(lines: string[]): string {	CODE
LOW	src/core/archive.ts	407	async function fingerprintDirectoryContents(root: string): Promise<string> {	CODE
LOW	src/core/archive.ts	474	async function assertCopiedDirectoryUnchanged(	CODE
LOW	src/core/archive.ts	514	async function listTreeEntriesDeepestFirst(	CODE
LOW	src/core/archive.ts	756	async function assertArchiveDestinationAvailable(	CODE
LOW	src/core/archive.ts	980	async function fingerprintPortableContent(filePath: string): Promise<string> {	CODE
LOW	src/core/archive.ts	999	async function assertRetirementAuthorization(	CODE
LOW	src/core/archive.ts	1038	async function assertDistinctMutationTargets(mutations: SpecMutation[]): Promise<void> {	CODE
LOW	src/core/archive.ts	1265	async function finalizeRetirementBackups(	CODE
LOW	src/core/planning-home.ts	74	export function resolveCurrentPlanningHomeSync(	CODE
LOW	src/core/onboarding-commands.ts	61	export function formatOptionalWorkflowsNote(	CODE
LOW	src/core/shared-skill-target.ts	103	export function resolveSharedSkillWriters(	CODE
LOW	src/core/shared-skill-target.ts	153	export function reconcileSharedSkillTargets(	CODE
LOW	src/core/shared-skill-target.ts	223	export function isSharedSkillTargetActive(	CODE
LOW	src/core/shared-skill-target.ts	264	export function sharedSkillRootOwnedByOther(projectPath: string, toolId: string): boolean {	CODE
LOW	src/core/shared-skill-target.ts	273	export function sharedSkillTargetMarkerPath(projectPath: string, toolId: string): string \| null {	CODE
LOW	src/core/profile-sync-drift.ts	54	export function getConfiguredToolsForProfileSync(	CODE
LOW	src/core/profile-sync-drift.ts	69	export function hasToolProfileOrDeliveryDrift(	CODE
LOW	src/core/profile-sync-drift.ts	183	export function getToolsNeedingProfileSync(	CODE
LOW	src/core/profile-sync-drift.ts	198	function getInstalledWorkflowsForTool(	CODE
135 more matches not shown…

Decorative Section Separators18 hits · 54 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/core/init.ts	380	// ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/core/init.ts	382	// ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/core/init.ts	492	// ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/core/init.ts	494	// ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/core/init.ts	632	// ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/core/init.ts	634	// ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/core/init.ts	895	// ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/core/init.ts	897	// ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/core/init.ts	938	// ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/core/init.ts	940	// ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/core/init.ts	1086	// ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/core/init.ts	1088	// ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/core/init.ts	1178	// ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/core/init.ts	1180	// ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/core/github-copilot/cloud-agent.ts	508	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/core/github-copilot/cloud-agent.ts	516	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/cli/index.ts	778	// ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	src/cli/index.ts	780	// ═══════════════════════════════════════════════════════════	COMMENT

Modern AI Meta-Vocabulary18 hits · 48 pts

Severity	File	Line	Snippet	Context
MEDIUM	CHANGELOG.md	103	- [#2083](https://github.com/Fission-AI/OpenSpec/pull/2083) [`3fea2a9`](https://github.com/Fission-AI/OpenSpec/commit/3f	CODE
MEDIUM	CHANGELOG.md	103	- [#2083](https://github.com/Fission-AI/OpenSpec/pull/2083) [`3fea2a9`](https://github.com/Fission-AI/OpenSpec/commit/3f	CODE
MEDIUM	CHANGELOG.md	354	- [#1840](https://github.com/Fission-AI/OpenSpec/pull/1840) [`fede536`](https://github.com/Fission-AI/OpenSpec/commit/fe	CODE
MEDIUM	CHANGELOG.md	354	- [#1840](https://github.com/Fission-AI/OpenSpec/pull/1840) [`fede536`](https://github.com/Fission-AI/OpenSpec/commit/fe	CODE
MEDIUM	CHANGELOG.md	430	- [#1716](https://github.com/Fission-AI/OpenSpec/pull/1716) [`7010e26`](https://github.com/Fission-AI/OpenSpec/commit/70	CODE
MEDIUM	CHANGELOG.md	430	- [#1716](https://github.com/Fission-AI/OpenSpec/pull/1716) [`7010e26`](https://github.com/Fission-AI/OpenSpec/commit/70	CODE
MEDIUM	test/explore-docs-claims.test.ts	11	// made it scaffold with `openspec new change` first. What stays true is narrower: explore never writes code,	COMMENT
MEDIUM	test/core/templates/update-change.test.ts	141	// the guardrails said to write only after the user confirms. "Apply" is a write	COMMENT
MEDIUM⚡	test/core/templates/explore.test.ts	741	// Regression for #869: the seamless capture path let explore scaffold a	COMMENT
MEDIUM⚡	test/core/templates/explore.test.ts	741	// Regression for #869: the seamless capture path let explore scaffold a	COMMENT
MEDIUM	test/commands/store-root-selection.test.ts	812	// scaffold a change into an unrelated repository.	COMMENT
MEDIUM	test/commands/declared-store-fallback.test.ts	242	// A broken declaration must not be buried under a scaffold.	COMMENT
MEDIUM	docs-lab/guides/apply.md	9	## Managing the context window	COMMENT
MEDIUM	docs-lab/reference/skills.md	57	\| [openspec-new-change](#openspec-new-change) \| Start a change proposal as an empty scaffold \| Optional \|	CODE
MEDIUM	docs-lab/customize/profiles.md	28	\| [`new`](../reference/skills.md#openspec-new-change) \| Start a change proposal as an empty scaffold \|	CODE
MEDIUM	docs/opsx.md	190	/opsx:new # scaffold only	CODE
MEDIUM	…plify-context-and-workspace-model/workset-direction.md	76	## 5. Grammar principles (record as standing guardrails)	COMMENT
MEDIUM	src/utils/change-utils.ts	175	// Creating a change may scaffold or complete the root itself (an	COMMENT

Over-Commented Block23 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	pnpm-workspace.yaml	1	packages:	COMMENT
LOW	pnpm-workspace.yaml	21	# (check: pnpm why js-yaml).	COMMENT
LOW	test/explore-docs-claims.test.ts	1	import { describe, expect, it } from 'vitest';	COMMENT
LOW	test/core/specs-apply.salvage.test.ts	1	import { describe, it, expect, beforeEach, afterEach } from 'vitest';	COMMENT
LOW	scripts/binary/install.sh	1	#!/bin/sh	COMMENT
LOW	.github/dependabot.yml	1	version: 2	COMMENT
LOW	.github/workflows/release-prepare.yml	61	# Preserve the v1 release path: pushes use the GitHub App token from	COMMENT
LOW	.github/workflows/security.yml	81	# manual override.	COMMENT
LOW	src/core/migration.ts	41	/**	COMMENT
LOW	src/core/archive.ts	141	// ordinary write, which fails validation exactly as it always did - and the	COMMENT
LOW	src/core/archive.ts	1461	// Validate proposal.md (informative only; human mode prints warnings)	COMMENT
LOW	src/core/archive.ts	1501	let hasDeltaSpecs = rootSpecStat?.isFile() === true;	COMMENT
LOW	src/core/archive.ts	1881	// This run is what emptied the capability, and "no	COMMENT
LOW	src/core/archive.ts	2101	wroteAny = true;	COMMENT
LOW	src/core/archive.ts	2141	// A command is offered only when pasting it where archive was run	COMMENT
LOW	src/core/specs-apply.ts	861	let bulletsSeen = false;	COMMENT
LOW	src/core/specs-apply.ts	881	paragraphOpen = false;	COMMENT
LOW	src/core/specs-apply.ts	901	const lazilyContinuesBullet =	COMMENT
LOW	src/core/specs-apply.ts	1381	*/	COMMENT
LOW	src/core/change-metadata/schema.ts	41	.string()	COMMENT
LOW	src/core/shared/tool-detection.ts	281	): string \| null {	COMMENT
LOW	src/core/github-copilot/cloud-agent.ts	581	return;	COMMENT
LOW	src/cli/commands/store.ts	101	.join(', ');	COMMENT

AI Slop Vocabulary3 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	test/core/templates/explore.test.ts	741	// Regression for #869: the seamless capture path let explore scaffold a	COMMENT
MEDIUM⚡	test/core/templates/explore.test.ts	741	// Regression for #869: the seamless capture path let explore scaffold a	COMMENT
MEDIUM	src/commands/workflow/templates.ts	59	// Using path.relative is more robust than startsWith for path comparisons	COMMENT

Structural Annotation Overuse7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	README_OLD.md	141	#### Step 1: Install the CLI globally	COMMENT
LOW	README_OLD.md	187	#### Step 2: Initialize OpenSpec in your project	COMMENT
LOW	docs-lab/start/quickstart.md	32	## Step 1: Explore	COMMENT
LOW	docs-lab/start/quickstart.md	50	## Step 2: Propose	COMMENT
LOW	docs-lab/start/quickstart.md	70	## Step 3: Review and correct the plan	COMMENT
LOW	docs-lab/start/quickstart.md	83	## Step 4: Apply	COMMENT
LOW	docs-lab/start/quickstart.md	97	## Step 5: Archive	COMMENT

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	scripts/update-flake.sh	51	# Check if pnpm-lock.yaml exists	COMMENT
LOW	scripts/update-flake.sh	101	# Check if hash changed	COMMENT

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/core/templates/workflows/onboard.ts	245	## Creating a Change	COMMENT

Fission-AI/OpenSpec

Open-Source Code Quality, Security and Technical Debt Review