2.1

Adjusted Signal

2.1

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

5.2K

Stars

PHP

Language

46.1K

Lines of Code

332

Files

Pattern Hits

2026-10-31

Scan Date

0.01

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 6.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 56 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.3/100 · LOW

Are imports declared and package/API names verified? 3 finding(s).

Agent Over-Engineering Ratio 4.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 22 finding(s).

PR Review Velocity Impact 10.3/100 · LOW

Which changes need focused human review? 68 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 2MEDIUM 11LOW 55

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 68 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.

Over-Commented Block34 hits · 34 pts

Severity	File	Line	Snippet	Context
LOW	app/lib/Parsedown.php	1	<?php	COMMENT
LOW	config/client_config/info_huawei_hilink.sh	1	#!/bin/bash	COMMENT
LOW	config/client_config/onoff_huawei_hilink.sh	1	#!/bin/bash	COMMENT
LOW	config/client_config/info_huawei_modem.sh	1	#!/bin/bash	COMMENT
LOW	config/client_config/info_huawei.sh	1	#!/bin/bash	COMMENT
LOW	config/client_config/huawei_hilink_api.sh	1	#!/bin/bash	COMMENT
LOW	config/client_config/huawei_hilink_api.sh	21	# e.g "_valueFromResponse msisdn" to get the phone number after a call to _getDeviceInformation	COMMENT
LOW	config/client_config/huawei_hilink_api.sh	41	# hilink_host=192.168.8.1 # ip address of device	COMMENT
LOW	plugins-available/Tailscale/config/ts-optimize.sh	1	#!/bin/bash	COMMENT
LOW	.github/workflows/codeql-analysis.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	.github/workflows/codeql-analysis.yml	41	- name: Initialize CodeQL	COMMENT
LOW	installers/debuglog.sh	1	#!/bin/bash	COMMENT
LOW	installers/usb-tethering.sh	1	#!/bin/bash	COMMENT
LOW	installers/raspap-iptables-save.sh	1	#!/bin/bash	COMMENT
LOW	installers/common.sh	1	#!/bin/bash	COMMENT
LOW	installers/toggle-routing.sh	1	#!/bin/bash	COMMENT
LOW	installers/settime.sh	1	#!/bin/bash	COMMENT
LOW	installers/uninstall.sh	1	#!/bin/bash	COMMENT
LOW	installers/nm-wifi.sh	1	#!/bin/bash	COMMENT
LOW	installers/configauth.sh	1	#!/bin/bash	COMMENT
LOW	installers/install_feature_clients.sh	1	#!/bin/bash	COMMENT
LOW	installers/minwrite.sh	1	#!/bin/bash	COMMENT
LOW	installers/captive-portal.sh	1	#!/bin/bash	COMMENT
LOW	installers/captive-portal.sh	21	# - Portal mode ends when the tunnel works again, when the uplink is free	COMMENT
LOW	installers/mkcert.sh	1	#!/bin/bash	COMMENT
LOW	installers/udev-rules.sh	1	#!/bin/bash	COMMENT
LOW	installers/wg-killswitch.sh	1	#!/bin/bash	COMMENT
LOW	installers/raspbian.sh	1	#!/bin/bash	COMMENT
LOW	installers/raspbian.sh	21	# NOTE	COMMENT
LOW	installers/uplink-watchdog.sh	1	#!/bin/bash	COMMENT
LOW	installers/vnstat.sh	1	#!/bin/bash	COMMENT
LOW	installers/generate_os_list.sh	1	#!/bin/bash	COMMENT
LOW	installers/wg-forward.sh	1	#!/bin/bash	COMMENT
LOW	ajax/networking/get_suggested_hw_mode.php	81	// 'cmd' => $cmd,	COMMENT

Decorative Section Separators6 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM	config/client_config/info_huawei_hilink.sh	3	# -------------------------------	COMMENT
MEDIUM	config/client_config/onoff_huawei_hilink.sh	3	# ========================================================================	COMMENT
MEDIUM	config/client_config/info_huawei_modem.sh	3	# ------------------------------------------------	COMMENT
MEDIUM	config/client_config/huawei_hilink_api.sh	4	# =================	COMMENT
MEDIUM	config/client_config/huawei_hilink_api.sh	39	# ========================	COMMENT
MEDIUM	config/client_config/huawei_hilink_api.sh	48	# ===========	COMMENT

Self-Referential Comments5 hits · 14 pts

Severity	File	Line	Snippet	Context
MEDIUM	app/pitft/stats.py	29	# Create the ST7789 display	COMMENT
MEDIUM	installers/common.sh	339	# Create a directory for existing file backups.	COMMENT
MEDIUM	installers/common.sh	342	# Create a directory to store networking configs	COMMENT
MEDIUM	installers/mkcert.sh	87	# Create a directory for the combined .pem file in lighttpd	COMMENT
MEDIUM	installers/udev-rules.sh	36	"# This file contains persistent naming rules for network interfaces." \	CODE

Hyper-Verbose Identifiers13 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	app/lib/Parsedown.php	1653	protected function elementApplyRecursiveDepthFirst($closure, array $Element)	CODE
LOW	app/lib/Parsedown.php	1679	protected function elementsApplyRecursiveDepthFirst($closure, array $Elements)	CODE
LOW	app/lib/Parsedown.php	1900	protected function filterUnsafeUrlInAttribute(array $Element, $attribute)	CODE
LOW	includes/configure_client.php	173	function addSkippedNetworkMessages($status, array $skipped)	CODE
LOW	api/modules/client.py	9	def get_active_wireless_clients_mac(interface):	CODE
LOW	api/modules/client.py	25	def get_active_wireless_clients_amount():	CODE
LOW	api/modules/client.py	31	def get_active_ethernet_clients_mac():	CODE
LOW	api/modules/client.py	77	def get_active_ethernet_clients_amount():	CODE
LOW	api/modules/client.py	81	def get_active_clients_amount():	CODE
LOW	api/modules/client.py	120	def get_active_clients_amount_by_interface(interface):	CODE
LOW	api/modules/client.py	131	def get_active_clients_by_interface(interface):	CODE
LOW	src/RaspAP/Networking/MobileDataHandler.php	18	class MobileDataHandler implements NetworkHandler	CODE
LOW	src/RaspAP/Exceptions/HtmlErrorRenderer.php	63	public function getExceptionTraceAsString($e, $seen = null) {	CODE

Empty Error Handlers2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	api/modules/client.py	66	except Exception:	CODE
HIGH	api/modules/networking.py	29	except KeyError:	CODE

Unused Imports3 hits · 3 pts

Severity	File	Line	Context
LOW	api/modules/wireguard.py	2	CODE
LOW	api/modules/dns.py	2	CODE
LOW	api/modules/dhcp.py	2	CODE

Redundant / Tautological Comments2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	plugins-available/Captive/Captive.php	223	$conf[] = "# Set GatewayInterface to the interface on your router";	CODE
LOW	installers/common.sh	1211	# Verify if BBR is enabled	COMMENT

Deep Nesting2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	api/modules/client.py	9		CODE
LOW	api/modules/client.py	31		CODE

Excessive Try-Catch Wrapping1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	api/modules/client.py	66	except Exception:	CODE

RaspAP/raspap-webgui

Open-Source Code Quality, Security and Technical Debt Review