0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

14.8K

Stars

TypeScript

Language

83.5K

Lines of Code

1.2K

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 3.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 43 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.5/100 · LOW

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

Agent Over-Engineering Ratio 1.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 30 finding(s).

PR Review Velocity Impact 3.8/100 · LOW

Which changes need focused human review? 49 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 8LOW 41

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 49 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.

Hyper-Verbose Identifiers30 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	…ck/claude-code/skills/poteto-mode/scripts/bootstrap.ts	25	export function ensureDependenciesInstalled(): void {	CODE
LOW	…ude-code/skills/poteto-mode/scripts/watch-pr/policy.ts	237	export function selectTierMajorStackDecision(	CODE
LOW	pstack/skills/poteto-mode/scripts/bootstrap.ts	25	export function ensureDependenciesInstalled(): void {	CODE
LOW	pstack/skills/poteto-mode/scripts/watch-pr/policy.ts	237	export function selectTierMajorStackDecision(	CODE
LOW	orchestrate/skills/orchestrate/scripts/measurements.ts	236	export function checkoutBranchForMeasurement(args: {	CODE
LOW	orchestrate/skills/orchestrate/scripts/schemas.ts	660	function rejectDeletedTrackerFields(value: unknown, source: string): void {	CODE
LOW	orchestrate/skills/orchestrate/scripts/schemas.ts	680	function normalizeLegacyStateValue(value: unknown): unknown {	CODE
LOW	…trate/skills/orchestrate/scripts/core/agent-manager.ts	1594	function defaultStartingRefForTask(plan: Plan, t: PlanTask): string {	CODE
LOW	…trate/skills/orchestrate/scripts/core/agent-manager.ts	2004	export function formatToolCallIdleWarning(args: {	CODE
LOW	…estrate/skills/orchestrate/scripts/core/redact-body.ts	32	function redactSensitiveAssignments(	CODE
LOW	…estrate/skills/orchestrate/scripts/core/redact-body.ts	57	function redactShasOutsideBackticks(	CODE
LOW	orchestrate/skills/orchestrate/scripts/core/prompts.ts	87	function buildUpstreamHandoffsSection(	CODE
LOW	orchestrate/skills/orchestrate/scripts/core/branches.ts	24	export function mergeWorkerSourceBranches(plan: Plan, t: PlanTask): string[] {	CODE
LOW	…skills/orchestrate/scripts/core/comment-retry-queue.ts	281	function assertSlackDestinationAllowed(	CODE
LOW	orchestrate/skills/orchestrate/scripts/cli/comments.ts	174	function assertFileInsideWorkspace(filePath: string, workspace: string): void {	CODE
LOW	orchestrate/skills/orchestrate/scripts/cli/comments.ts	224	export function loadKickoffThreadTsOrBail(args: {	CODE
LOW	orchestrate/skills/orchestrate/scripts/cli/comments.ts	252	function loadPlanSlackChannelOrBail(workspace: string \| undefined): string {	CODE
LOW	orchestrate/skills/orchestrate/scripts/cli/comments.ts	273	function slackDestinationForThread(target: {	CODE
LOW	orchestrate/skills/orchestrate/scripts/cli/forensics.ts	11	export function registerForensicsCommands(program: Command): void {	CODE
LOW	orchestrate/skills/orchestrate/scripts/cli/util.ts	127	export function collectRunningAgentsInTree(	CODE
LOW	orchestrate/skills/orchestrate/scripts/cli/util.ts	300	export function parseCommentCriticalityOrBail(	CODE
LOW	orchestrate/skills/orchestrate/scripts/cli/util.ts	314	export function parsePositiveIntegerOrBail(args: {	CODE
LOW⚡	orchestrate/skills/orchestrate/scripts/cli/util.ts	437	export function resolveSlackChannelOption(	CODE
LOW⚡	orchestrate/skills/orchestrate/scripts/cli/util.ts	446	export function resolveKickoffSlackChannelOrBail(	CODE
LOW⚡	orchestrate/skills/orchestrate/scripts/cli/util.ts	454	export function resolveWorkspaceSlackChannelOrBail(args: {	CODE
LOW	orchestrate/skills/orchestrate/scripts/cli/util.ts	471	function requireSlackChannelIfTokenSet(channel: string \| undefined): void {	CODE
LOW	orchestrate/skills/orchestrate/scripts/cli/util.ts	523	export function loadAllowedSlackThreadOrBail(	CODE
LOW	orchestrate/skills/orchestrate/scripts/cli/util.ts	551	export function loadAndonTargetOrBail(opts: { workspace?: string }): {	CODE
LOW	orchestrate/skills/orchestrate/scripts/cli/task.ts	585	export async function resolveDispatcherFirstName(	CODE
LOW	…e/scripts/__tests__/agent-manager-slack-mirror.test.ts	57	function formatStartedSlackDirective(d: Date): string {	CODE

Modern AI Meta-Vocabulary7 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM	create-plugin/skills/create-plugin-scaffold/SKILL.md	6	# Create plugin scaffold	COMMENT
MEDIUM	…-team-kit/agents/thermo-nuclear-code-quality-review.md	21	## Parent orchestration	COMMENT
MEDIUM	third_party/robinhood/README.md	3	Cursor plugin that connects agents to [Robinhood](https://robinhood.com/us/en/support/articles/agentic-trading-overview/	CODE
MEDIUM	third_party/robinhood/README.md	58	- Agentic Trading overview: https://robinhood.com/us/en/support/articles/agentic-trading-overview/	CODE
MEDIUM	third_party/robinhood/.cursor-plugin/plugin.json	13	"homepage": "https://robinhood.com/us/en/support/articles/agentic-trading-overview/",	CODE
MEDIUM	thermos/agents/thermo-nuclear-review-subagent.md	26	## Parent orchestration	COMMENT
MEDIUM	…/agents/thermo-nuclear-code-quality-review-subagent.md	21	## Parent orchestration	COMMENT

Fake / Example Data6 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	third_party/tailscale/skills/tailscale-setup/SKILL.md	43	"src": "user@example.com",	CODE
LOW⚡	…ls/orchestrate/scripts/__tests__/slack-adapter.test.ts	128	slack.lookupFirstNameByEmail("user@example.com")	CODE
LOW⚡	…ls/orchestrate/scripts/__tests__/slack-adapter.test.ts	136	slack.lookupFirstNameByEmail("user@example.com")	CODE
LOW⚡	…ls/orchestrate/scripts/__tests__/slack-adapter.test.ts	141	slack.lookupFirstNameByEmail("user@example.com")	CODE
LOW⚡	…ls/orchestrate/scripts/__tests__/slack-adapter.test.ts	146	slack.lookupFirstNameByEmail("user@example.com")	CODE
LOW⚡	…ls/orchestrate/scripts/__tests__/slack-adapter.test.ts	151	slack.lookupFirstNameByEmail("user@example.com")	CODE

Over-Commented Block3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…aude-code/skills/poteto-mode/scripts/worktree-audit.sh	1	#!/usr/bin/env bash	COMMENT
LOW	pstack/skills/poteto-mode/scripts/worktree-audit.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…estrate/skills/orchestrate/scripts/tools/nudge-root.ts	1	#!/usr/bin/env bun	COMMENT

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	ralph-loop/hooks/stop-hook.sh	43	# Check if completion promise was detected by the afterAgentResponse hook	COMMENT
LOW	ralph-loop/hooks/stop-hook.sh	66	# Increment iteration	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	…chestrate/scripts/__tests__/slack-prompt-shape.test.ts	22	"Let me know if you need anything else",	CODE

cursor/plugins

Open-Source Code Quality, Security and Technical Debt Review