1.9

Adjusted Signal

1.9

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

6.9K

Stars

TypeScript

Language

69.0K

Lines of Code

374

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 6.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 71 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 3.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 42 finding(s).

PR Review Velocity Impact 8.3/100 · LOW

Which changes need focused human review? 94 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 13LOW 81

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 94 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.

Structural Annotation Overuse30 hits · 47 pts

Severity	File	Line	Snippet	Context
LOW⚡	.agents/skills/find-skills/SKILL.md	35	### Step 1: Understand What They Need	COMMENT
LOW⚡	.agents/skills/find-skills/SKILL.md	43	### Step 2: Check the Leaderboard First	COMMENT
LOW⚡	.agents/skills/find-skills/SKILL.md	51	### Step 3: Search for Skills	COMMENT
LOW	.agents/skills/find-skills/SKILL.md	65	### Step 4: Verify Quality Before Recommending	COMMENT
LOW	.agents/skills/find-skills/SKILL.md	73	### Step 5: Present Options to the User	COMMENT
LOW	.agents/skills/find-skills/SKILL.md	95	### Step 6: Offer to Install	COMMENT
LOW	.agents/skills/pnpm/references/features-patches.md	12	### Step 1: Initialize Patch	COMMENT
LOW	.agents/skills/pnpm/references/features-patches.md	27	### Step 2: Edit Files	COMMENT
LOW	.agents/skills/pnpm/references/features-patches.md	36	### Step 3: Commit Patch	COMMENT
LOW	skills/cva-migrate/SKILL.md	14	## Step 1: identify the route	COMMENT
LOW	skills/cva-migrate/SKILL.md	35	## Step 2: load the curated guide for that route	COMMENT
LOW	skills/cva-migrate/SKILL.md	49	## Step 3: an uncurated route	COMMENT
LOW	…cva-migrate/references/class-variance-authority-0.x.md	32	## Step 1: detect the package manager and workspace	COMMENT
LOW	…cva-migrate/references/class-variance-authority-0.x.md	52	## Step 2: confirm the installed package	COMMENT
LOW	…cva-migrate/references/class-variance-authority-0.x.md	69	## Step 3: discover every affected site	COMMENT
LOW	…cva-migrate/references/class-variance-authority-0.x.md	91	## Step 4: swap the dependency	COMMENT
LOW	…cva-migrate/references/class-variance-authority-0.x.md	121	## Step 5: apply the edits	COMMENT
LOW	…cva-migrate/references/class-variance-authority-0.x.md	295	## Step 6: verify	COMMENT
LOW	skills/cva-migrate/references/beta/cva-1.0.0-beta.11.md	29	## Step 1: detect the package manager and the workspace	COMMENT
LOW	skills/cva-migrate/references/beta/cva-1.0.0-beta.11.md	50	## Step 2: read the installed version	COMMENT
LOW	skills/cva-migrate/references/beta/cva-1.0.0-beta.11.md	84	## Step 3: discover every affected site	COMMENT
LOW	skills/cva-migrate/references/beta/cva-1.0.0-beta.11.md	106	## Step 4: upgrade cva (and TypeScript, when they are coupled)	COMMENT
LOW	skills/cva-migrate/references/beta/cva-1.0.0-beta.11.md	140	## Step 5: apply the edits	COMMENT
LOW	skills/cva-migrate/references/beta/cva-1.0.0-beta.11.md	366	## Step 6: validate	COMMENT
LOW	skills/cva-migrate/references/beta/cva-1.0.0-beta.12.md	54	## Step 1: detect the package manager and workspace	COMMENT
LOW	skills/cva-migrate/references/beta/cva-1.0.0-beta.12.md	75	## Step 2: read the installed version	COMMENT
LOW	skills/cva-migrate/references/beta/cva-1.0.0-beta.12.md	112	## Step 3: discover every affected site	COMMENT
LOW	skills/cva-migrate/references/beta/cva-1.0.0-beta.12.md	149	## Step 4: upgrade cva and TypeScript when they are coupled	COMMENT
LOW	skills/cva-migrate/references/beta/cva-1.0.0-beta.12.md	183	## Step 5: apply the edits	COMMENT
LOW	skills/cva-migrate/references/beta/cva-1.0.0-beta.12.md	430	## Step 6: validate	COMMENT

Excessive Try-Catch Wrapping21 hits · 30 pts

Severity	File	Line	Snippet	Context
LOW	…ts/skills/security-review/references/error-handling.md	24	except Exception as e:	CODE
LOW	…ts/skills/security-review/references/error-handling.md	61	except Exception:	CODE
LOW	…ts/skills/security-review/references/error-handling.md	78	except Exception:	CODE
LOW	…ts/skills/security-review/references/error-handling.md	94	except Exception:	CODE
LOW	…ts/skills/security-review/references/error-handling.md	109	except Exception as e:	CODE
LOW	…ts/skills/security-review/references/error-handling.md	127	except Exception as e:	CODE
LOW	…ts/skills/security-review/references/error-handling.md	149	except Exception:	CODE
LOW	…ts/skills/security-review/references/error-handling.md	168	except Exception as e:	CODE
LOW	…ts/skills/security-review/references/error-handling.md	244	except Exception as e:	CODE
LOW	…ts/skills/security-review/references/error-handling.md	258	except Exception as e:	CODE
LOW	…ts/skills/security-review/references/error-handling.md	328	except Exception as e:	CODE
MEDIUM	…ts/skills/security-review/references/error-handling.md	21	def get_user(id):	CODE
MEDIUM	…ts/skills/security-review/references/error-handling.md	53	def get_user(id):	CODE
MEDIUM	…ts/skills/security-review/references/error-handling.md	74	def authenticate(token):	CODE
MEDIUM	…ts/skills/security-review/references/error-handling.md	82	def check_permission(user, resource):	CODE
MEDIUM	…ts/skills/security-review/references/error-handling.md	103	def authenticate(token):	CODE
MEDIUM	…ts/skills/security-review/references/error-handling.md	114	def check_permission(user, resource):	CODE
MEDIUM	…ts/skills/security-review/references/error-handling.md	241	def get_data():	CODE
MEDIUM	…ts/skills/security-review/references/error-handling.md	255	def get_data():	CODE
MEDIUM	…ts/skills/security-review/references/error-handling.md	324	def search():	CODE
LOW	…nts/skills/security-review/references/file-security.md	202	except Exception as e:	CODE

Over-Commented Block20 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	docs/worker-configuration.d.ts	15061	// PubSubMessage represents an incoming PubSub message.	COMMENT
LOW	docs/worker-configuration.d.ts	15201	} ? {	COMMENT
LOW	docs/worker-configuration.d.ts	15241	{	COMMENT
LOW	docs/worker-configuration.d.ts	15261	//	COMMENT
LOW	docs/worker-configuration.d.ts	16601	interface SpanContext {	COMMENT
LOW	docs/src/env.d.ts	1	/// <reference path="../.astro/types.d.ts" />	COMMENT
LOW	…mples/beta/react-with-tailwindcss-compound/src/app.tsx	1	import { cx } from "cva";	COMMENT
LOW	…mples/beta/react-with-tailwindcss-compound/src/app.tsx	21	//	COMMENT
LOW	examples/beta/svelte/src/vite-env.d.ts	1	/// <reference types="svelte" />	COMMENT
LOW	examples/beta/astro-with-tailwindcss/src/env.d.ts	1	/// <reference path="../.astro/types.d.ts" />	COMMENT
LOW	examples/latest/svelte/src/vite-env.d.ts	1	/// <reference types="svelte" />	COMMENT
LOW	scripts/setup-cloud.sh	1	#!/bin/bash	COMMENT
LOW	scripts/setup-node.sh	1	#!/bin/sh	COMMENT
LOW	packages/cva/src/config.ts	141	// Right-biased merge (`B`'s keys win on conflicts) implemented as a mapped	COMMENT
LOW	packages/cva/src/config.ts	221	// i.e. `{ (props?: any): string; config: any }`. The required `config`	COMMENT
LOW	.github/workflows/pr.yml	1	name: pr	COMMENT
LOW	.github/workflows/pr.yml	21	# then validates it strictly and renders it to markdown yourself in	COMMENT
LOW	.github/workflows/claude.yml	1	name: claude	COMMENT
LOW	.github/workflows/claude.yml	81	# `actions/checkout`, and its `ref` input defaults to `""`, which checkout	COMMENT
LOW	.github/workflows/claude.yml	101	claude_code_oauth_token: ${{ secrets.CLAUDE_CODE_OAUTH_TOKEN }}	COMMENT

Hyper-Verbose Identifiers19 hits · 19 pts

Severity	File	Line	Snippet	Context
LOW	test/bench/scripts/compare.ts	382	function formatBaselineColumnHeader(baseline: Implementation): string {	CODE
LOW	…s/skills/security-review/references/deserialization.md	313	def deserialize_with_verification(signed_data):	CODE
LOW	…ts/skills/security-review/references/authentication.md	134	def allow_password_reset_when_locked(self):	CODE
LOW	.agents/skills/security-review/references/ssrf.md	171	def safe_fetch_with_dns_pinning(url):	CODE
LOW	…nts/skills/security-review/references/file-security.md	379	def secure_directory_permissions(path):	CODE
LOW	…nts/skills/security-review/references/file-security.md	383	def sensitive_file_permissions(path):	CODE
LOW	docs/src/scripts/generate-bundle-sizes.ts	198	export async function invalidateBundleSizeArtifact(	CODE
LOW	docs/src/scripts/generate-bundle-sizes.ts	205	export async function writeBundleSizesAtomically(	CODE
LOW	docs/src/lib/html-to-markdown.ts	76	.use(function improveExpressiveCodeHandling() {	CODE
LOW	docs/src/lib/docs-routes.ts	10	export function markdownPathsFromRoutePath(pathname: string) {	CODE
LOW	.github/scripts/update-weekly-downloads.ts	97	export function parseWeeklyDownloadsSnapshot(	CODE
LOW	.github/scripts/update-weekly-downloads.ts	137	export function parseWeeklyDownloadsResponse(	CODE
LOW	.github/scripts/update-weekly-downloads.ts	161	export function assertPlausibleWeeklyDownloads(	CODE
LOW	.github/scripts/process-pr-comment.ts	73	export function assertPrBoundToWorkflowRun(	CODE
LOW	.github/scripts/process-pr-comment.ts	118	export async function processBenchmarkPrComment({	CODE
LOW	.github/scripts/verify-cloudflare-build.ts	610	function requestTimeoutForDeadline(	CODE
LOW	.github/scripts/verify-cloudflare-build.ts	662	function parseAuthoritativeCheckRun(	CODE
LOW	.github/scripts/verify-cloudflare-build.ts	713	export function selectLatestCloudflareCheck(checkRuns: unknown, sha: unknown) {	CODE
LOW	.github/scripts/verify-cloudflare-build.test.ts	814	function changedVerificationFixture({	CODE

Decorative Section Separators2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/worker-configuration.d.ts	11880	// ── Error types ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	docs/worker-configuration.d.ts	11913	// ── Binding ──────────────────────────────────────────────────────────────────	COMMENT

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…kills/pnpm/references/features-global-virtual-store.md	35	## Git worktrees for multi-agent development	COMMENT

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/setup-node.sh	66	# This file is sourced, so its scratch variables would otherwise persist in the	COMMENT

joe-bell/cva

Open-Source Code Quality, Security and Technical Debt Review