1.8

Adjusted Signal

1.8

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

2.3K

Stars

MDX

Language

57.1K

Lines of Code

396

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 5.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 43 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 3.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 16 finding(s).

PR Review Velocity Impact 6.8/100 · LOW

Which changes need focused human review? 57 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 12LOW 45

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 57 distinct pattern matches across 9 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 Separators11 hits · 33 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/sync-apple-docs.js	17	// ── Configuration ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/sync-apple-docs.js	52	// ── Helpers ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/sync-apple-docs.js	381	// ── Landing page rules ────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/sync-apple-docs.js	390	// ── Non-landing subdir file rules ─────────────────────────────────────	COMMENT
MEDIUM	scripts/sync-apple-docs.js	510	// ── Main ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/sync-apple-docs.js	598	// ── Write Docusaurus category files ──────────────────────────────────────	COMMENT
MEDIUM	scripts/sync-apple-docs.js	635	// ── Sync Markdown files ───────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/sync-apple-docs.js	670	// ── Sync image files ──────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/sync-apple-docs.js	713	// ── Cleanup: remove files no longer in source ─────────────────────────────	COMMENT
MEDIUM	…cify/extensions/git/scripts/bash/create-new-feature.sh	195	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…cify/extensions/git/scripts/bash/create-new-feature.sh	202	# ---------------------------------------------------------------------------	COMMENT

Structural Annotation Overuse14 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW	docs/software/apple/user/getting-started.md	17	## Step 1: Power On Your Radio	COMMENT
LOW	docs/software/apple/user/getting-started.md	21	## Step 2: Open the App and Connect	COMMENT
LOW⚡	docs/software/apple/user/getting-started.md	56	## Step 3: Set Your Name and Short ID	COMMENT
LOW⚡	docs/software/apple/user/getting-started.md	65	## Step 4: Explore the Mesh	COMMENT
LOW⚡	docs/software/apple/user/getting-started.md	74	## Step 5: Check Your Settings	COMMENT
LOW	…ocs/version-2.7/software/apple/user/getting-started.md	17	## Step 1: Power On Your Radio	COMMENT
LOW	…ocs/version-2.7/software/apple/user/getting-started.md	21	## Step 2: Open the App and Connect	COMMENT
LOW⚡	…ocs/version-2.7/software/apple/user/getting-started.md	56	## Step 3: Set Your Name and Short ID	COMMENT
LOW⚡	…ocs/version-2.7/software/apple/user/getting-started.md	65	## Step 4: Explore the Mesh	COMMENT
LOW⚡	…ocs/version-2.7/software/apple/user/getting-started.md	74	## Step 5: Check Your Settings	COMMENT
LOW	src/components/MeshTopology.tsx	293	// Step 1: Sender broadcasts to ALL its neighbors (true mesh flood)	COMMENT
LOW	src/components/MeshTopology.tsx	327	// Step 2: Wave 1 receivers rebroadcast to their neighbors	COMMENT
LOW	src/components/MeshTopology.tsx	375	// Step 3: Wave 2 receivers rebroadcast (if any nodes left)	COMMENT
LOW	src/components/MeshTopology.tsx	422	// Step 4: Clear active state	COMMENT

Redundant / Tautological Comments17 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW	.specify/extensions/git/scripts/bash/git-common.sh	6	# Check if we have git available at the repo root	COMMENT
LOW	.specify/extensions/git/scripts/bash/auto-commit.sh	34	# Check if git is available	COMMENT
LOW	.specify/extensions/git/scripts/bash/auto-commit.sh	106	# Check if event section existed at all	COMMENT
LOW	.specify/extensions/git/scripts/bash/auto-commit.sh	120	# Check if there are changes to commit	COMMENT
LOW	.specify/extensions/git/scripts/bash/initialize-repo.sh	37	# Check if git is available	COMMENT
LOW	.specify/extensions/git/scripts/bash/initialize-repo.sh	43	# Check if already a git repo	COMMENT
LOW	…cify/extensions/git/scripts/bash/create-new-feature.sh	249	# Check if git is available at this repo root	COMMENT
LOW	.specify/scripts/bash/common.sh	104	# Check if we have git available at the spec-kit root level	COMMENT
LOW	.specify/scripts/bash/common.sh	111	# Check if .git exists (directory or file for worktrees/submodules)	COMMENT
LOW	.specify/scripts/bash/common.sh	305	# Check if jq is available for safe JSON construction	COMMENT
LOW	.specify/scripts/bash/common.sh	576	# Check if any layer uses a non-replace strategy	COMMENT
LOW	.specify/scripts/bash/setup-plan.sh	54	# Output results	COMMENT
LOW	.specify/scripts/bash/setup-tasks.sh	65	# Output results	COMMENT
LOW	.specify/scripts/bash/check-prerequisites.sh	154	# Output results	COMMENT
LOW	.specify/scripts/bash/create-new-feature.sh	32	# Check if the next argument is another option (starts with --)	COMMENT
LOW	.specify/scripts/bash/create-new-feature.sh	197	# Check if git is available at this repo root (not a parent)	COMMENT
LOW	.specify/scripts/bash/create-new-feature.sh	333	# Check if branch already exists	COMMENT

Verbosity Indicators4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	src/components/MeshTopology.tsx	293	// Step 1: Sender broadcasts to ALL its neighbors (true mesh flood)	COMMENT
LOW	src/components/MeshTopology.tsx	327	// Step 2: Wave 1 receivers rebroadcast to their neighbors	COMMENT
LOW	src/components/MeshTopology.tsx	375	// Step 3: Wave 2 receivers rebroadcast (if any nodes left)	COMMENT
LOW	src/components/MeshTopology.tsx	422	// Step 4: Clear active state	COMMENT

Over-Commented Block4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	scripts/sync-apple-docs.js	401	}	COMMENT
LOW	.specify/scripts/bash/check-prerequisites.sh	1	#!/usr/bin/env bash	COMMENT
LOW	src/clientModules/tabAnchors.js	1	// Make table-of-contents links work when the heading lives inside a tab.	COMMENT
LOW	src/components/homepage/devices.tsx	61	);	COMMENT

Excessive Try-Catch Wrapping3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	.specify/scripts/bash/common.sh	373	except Exception:	CODE
LOW	.specify/scripts/bash/common.sh	461	except Exception:	CODE
LOW	.specify/scripts/bash/common.sh	492	except Exception:	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	.specify/scripts/bash/setup-plan.sh	50	# Create a basic plan file if template doesn't exist	COMMENT

Hyper-Verbose Identifiers2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/sync-apple-docs.js	79	function collectVersionedImageReferences() {	CODE
LOW	src/theme/Navbar/MobileSidebar/Layout/index.tsx	5	export default function NavbarMobileSidebarLayout({	CODE

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	scripts/lint-tabitem-headings.py	62		CODE

meshtastic/meshtastic

Open-Source Code Quality, Security and Technical Debt Review