1.8

Adjusted Signal

1.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

6.4K

Stars

Java

Language

114.5K

Lines of Code

1.2K

Files

136

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 6.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 131 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.0/100 · LOW

Are imports declared and package/API names verified? 5 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 2 finding(s).

PR Review Velocity Impact 8.2/100 · LOW

Which changes need focused human review? 136 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 4HIGH 4MEDIUM 2LOW 126

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 136 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.

Over-Commented Block123 hits · 118 pts

Severity	File	Line	Snippet	Context
LOW	test/test-db/config/config.yml	1	config-version: 46	COMMENT
LOW	test/test-db/config/config.yml	21	# so your support is vital to us.	COMMENT
LOW	test/test-db/config/config.yml	41	# Allow CORS, should be enabled when you use external WebUI only.	COMMENT
LOW	test/test-db/config/config.yml	61	# Do you want persist the banlist? If you disable it, PBH will reset the banlist when you restarting it.	COMMENT
LOW	test/test-db/config/config.yml	81	# 以下信息将被发送到 BTN 实例；	COMMENT
LOW	test/test-db/config/config.yml	101	# 是否允许 PeerBanHelper 接收来自 BTN 服务器的 Aviator 脚本	COMMENT
LOW	test/test-db/config/config.yml	121	# 1 = 使用系统代理 - Use system proxy	COMMENT
LOW	test/test-db/config/config.yml	161	# 是否使用友好格式的回环地址 IP 映射	COMMENT
LOW	.github/FUNDING.yml	1	# These are supported funding model platforms	COMMENT
LOW	.github/ISSUE_TEMPLATE/config.yml	1	blank_issues_enabled: false	COMMENT
LOW	webui/src/components/pageFooter.vue	101	(error) => {	COMMENT
LOW	openspec/config.yaml	1	schema: spec-driven	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	21	module:	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	101	# Torrent 小于此值不进行检查（单位：字节），对等体可能来不及同步正确的下载进度	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	121	# (Sometimes the pisces may break during transfer, client may drop those pisces, we allow client have rewind in reas	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	141	# IPV6 prefix length, same prefix will trick as a same user	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	161	# Max duration before ban	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	181	# The disconnect duration for fast PCB test	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	201	#- 8.8.8.8	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	221	cities:	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	241	internet-cafe: false	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	261	ipv6: 48	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	281	subnet-mask-v6-length: 56	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	301	keep-hunting: false	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	321	# peer.uploadSpeed - 您的下载器向该 Peer 上传数据的速率（bytes） - Upload rate to Peer	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	341	# For more details, check AviatorScript documentation: https://www.yuque.com/boyan-avfmj/aviatorscript/cpow90	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	361	# Recommended configure this module on WebUI	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	381	active-monitoring:	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	401	# The maximum allowed download rate when adjusting upload rate, Unit: bytes	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	421	# * max = 最大长度 - Max length	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	441	ban-duration: 900000	COMMENT
LOW	pkg/deb/etc/peerbanhelper/profile.yml	481	data-flush-interval: 900000	COMMENT
LOW	pkg/deb/etc/peerbanhelper/config.yml	1	config-version: 46	COMMENT
LOW	pkg/deb/etc/peerbanhelper/config.yml	21	# so your support is vital to us.	COMMENT
LOW	pkg/deb/etc/peerbanhelper/config.yml	41	# Allow CORS, should be enabled when you use external WebUI only.	COMMENT
LOW	pkg/deb/etc/peerbanhelper/config.yml	61	# Do you want persist the banlist? If you disable it, PBH will reset the banlist when you restarting it.	COMMENT
LOW	pkg/deb/etc/peerbanhelper/config.yml	81	# 以下信息将被发送到 BTN 实例；	COMMENT
LOW	pkg/deb/etc/peerbanhelper/config.yml	101	# 是否允许 PeerBanHelper 接收来自 BTN 服务器的 Aviator 脚本	COMMENT
LOW	pkg/deb/etc/peerbanhelper/config.yml	121	# 1 = 使用系统代理 - Use system proxy	COMMENT
LOW	pkg/deb/etc/peerbanhelper/config.yml	161	# 是否使用友好格式的回环地址 IP 映射	COMMENT
LOW	pkg/deb/etc/peerbanhelper/config.yml	181	enabled: false	COMMENT
LOW	src/main/resources/profile.yml	21	module:	COMMENT
LOW	src/main/resources/profile.yml	101	# Torrent 小于此值不进行检查（单位：字节），对等体可能来不及同步正确的下载进度	COMMENT
LOW	src/main/resources/profile.yml	121	# (Sometimes the pisces may break during transfer, client may drop those pisces, we allow client have rewind in reas	COMMENT
LOW	src/main/resources/profile.yml	141	# IPV6 prefix length, same prefix will trick as a same user	COMMENT
LOW	src/main/resources/profile.yml	161	# Max duration before ban	COMMENT
LOW	src/main/resources/profile.yml	181	# The disconnect duration for fast PCB test	COMMENT
LOW	src/main/resources/profile.yml	201	#- 8.8.8.8	COMMENT
LOW	src/main/resources/profile.yml	221	cities:	COMMENT
LOW	src/main/resources/profile.yml	241	internet-cafe: false	COMMENT
LOW	src/main/resources/profile.yml	261	ipv6: 48	COMMENT
LOW	src/main/resources/profile.yml	281	subnet-mask-v6-length: 56	COMMENT
LOW	src/main/resources/profile.yml	301	keep-hunting: false	COMMENT
LOW	src/main/resources/profile.yml	321	# peer.uploadSpeed - 您的下载器向该 Peer 上传数据的速率（bytes） - Upload rate to Peer	COMMENT
LOW	src/main/resources/profile.yml	341	# For more details, check AviatorScript documentation: https://www.yuque.com/boyan-avfmj/aviatorscript/cpow90	COMMENT
LOW	src/main/resources/profile.yml	361	# Recommended configure this module on WebUI	COMMENT
LOW	src/main/resources/profile.yml	381	active-monitoring:	COMMENT
LOW	src/main/resources/profile.yml	401	# The maximum allowed download rate when adjusting upload rate, Unit: bytes	COMMENT
LOW	src/main/resources/profile.yml	421	# * max = 最大长度 - Max length	COMMENT
LOW	src/main/resources/profile.yml	441	ban-duration: 900000	COMMENT
63 more matches not shown…

Hallucination Indicators4 hits · 45 pts

Severity	File	Line	Snippet	Context
CRITICAL	webui/src/views/oobe/components/addDownloader/index.vue	102	config.value.downloader.config.endpoint.replace(/\/$/, '')	CODE
CRITICAL	src/main/java/com/ghostchu/peerbanhelper/Main.java	260	platform = new com.ghostchu.peerbanhelper.platform.impl.posix.PosixPlatform();	CODE
CRITICAL	src/main/java/com/ghostchu/peerbanhelper/Main.java	327	long weekAgo = System.currentTimeMillis() - java.util.concurrent.TimeUnit.DAYS.toMillis(7);	CODE
CRITICAL	src/main/java/com/ghostchu/peerbanhelper/Main.java	476	//case "qt" -> guiManager = new PBHGuiManager(new com.ghostchu.peerbanhelper.gui.impl.qt.QtGuiImpl(args));	COMMENT

Synthetic Comment Markers4 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	AGENTS.md	18	* Once code generation is complete, you must explicitly state that if a pull request is to be submitted, the pull reques	COMMENT
HIGH	.github/PULL_REQUEST_TEMPLATE/backend.md	8	* [ ] The description of this Pull Request was not generated by AI/agents. All PR submitters are required to manually fi	COMMENT
HIGH	.github/PULL_REQUEST_TEMPLATE/backend.md	23	* [ ] This Pull Request was completely generated by AI/Agents	COMMENT
HIGH	.github/PULL_REQUEST_TEMPLATE/backend.md	24	* [ ] A human has manually reviewed the changes generated by AI/Agents and fully understands the relevant modification	COMMENT

Slop Phrases2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	pkg/deb/etc/peerbanhelper/profile.yml	353	# All script files will put in data/scripts, you can modify exists scripts or create your own scripts/	COMMENT
MEDIUM	src/main/resources/profile.yml	353	# All script files will put in data/scripts, you can modify exists scripts or create your own scripts/	COMMENT

Hyper-Verbose Identifiers2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	webui/src/service/data.ts	36	export async function GetTorrentAccessHistoryList(params: {	CODE
LOW	webui/src/service/plus.ts	89	export function claimRenewFreeLicenseCaptcha(): Promise<CommonResponse<FreeLicenseChallenge>> {	CODE

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…ings/components/profile/components/banRuleListItem.vue	17	<a-input v-model="model.content" :placeholder="placeholder"></a-input>	CODE

PBH-BTN/PeerBanHelper

Open-Source Code Quality, Security and Technical Debt Review