3.2

Adjusted Signal

3.2

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

13.8K

Stars

Language

22.3K

Lines of Code

125

Files

Pattern Hits

2026-10-31

Scan Date

0.02

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 11.8/100 · LOW

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

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 1 finding(s).

Agent Over-Engineering Ratio 3.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 8 finding(s).

PR Review Velocity Impact 16.6/100 · LOW

Which changes need focused human review? 64 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 3MEDIUM 1LOW 60

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 64 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 Block49 hits · 40 pts

Severity	File	Line	Snippet	Context
LOW	dnscrypt-proxy/plugin_firefox.go	1	// Firefox DoH Canary Domain Plugin	COMMENT
LOW	dnscrypt-proxy/example-blocked-ips.txt	1	##############################	COMMENT
LOW	dnscrypt-proxy/example-cloaking-rules.txt	41	# names for the same IP are supported	COMMENT
LOW	dnscrypt-proxy/example-blocked-names.txt	1		COMMENT
LOW	dnscrypt-proxy/example-blocked-names.txt	41	# mask.apple-dns.net	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	1	##############################################	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	21	##	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	101	## only increase latency.	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	121	## solution is to reach out to these operators and encourage them to	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	161	## These networks don't have to match your actual networks.	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	181	## 'p2': Randomly choose 1 of the fastest 2 servers by latency.	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	201	## - At 125 connections (50% load): timeout remains ~4765ms (95.3%)	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	281		COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	301	## This improves security, but also increases the risks of downtime if you	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	321	# tls_key_log_file = '/tmp/keylog.txt'	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	341	##	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	361	## When internal DNS resolution is required, for example to retrieve	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	381	## and -1 to wait as much as possible.	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	401	## The proxy will remain fully functional to respond to queries that	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	461		COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	521	[captive_portals]	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	541		COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	561		COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	601		COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	621	## ads.example[0-9].com	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	641	# log_file = 'blocked-names.log'	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	681	## If a name matches an allowlist entry, the corresponding session	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	721		COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	741	## would block access to YouTube during the times defined by the 'time-to-sleep' schedule.	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	761	# thu = [{after='9:00', before='18:00'}]	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	821	# [sources.odoh-servers]	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	841		COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	861	# Servers with known bugs #	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	901	## If you are not using the standard root CA, an optional "root_ca"	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	921	## DNSCrypt stamp) or a server name.	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	941	## select (relay,server) pairs that work well and fit your own criteria (close by or	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	961		COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	981	## Do not enable unless you know what DNS64 is and why you need it, or else	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	1001		COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	1061	## Maximum number of recent query log entries to keep in memory	COMMENT
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	1081	# Static entries #	COMMENT
LOW	dnscrypt-proxy/example-allowed-ips.txt	1	##############################	COMMENT
LOW	dnscrypt-proxy/example-allowed-names.txt	1		COMMENT
LOW	dnscrypt-proxy/example-captive-portals.txt	1	###########################################	COMMENT
LOW	dnscrypt-proxy/example-forwarding-rules.txt	1	##################################	COMMENT
LOW	dnscrypt-proxy/example-forwarding-rules.txt	21		COMMENT
LOW	dnscrypt-proxy/example-forwarding-rules.txt	41	## Forward *.local to the resolvers provided by the DHCP server	COMMENT
LOW	dnscrypt-proxy/example-forwarding-rules.txt	61	# ipv6.example.com [2001:DB8::42]	COMMENT
LOW	…generate-domains-blocklist/domains-time-restricted.txt	1	## Rules to be applied at specific times	COMMENT

Empty Error Handlers2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	…nerate-domains-blocklist/generate-domains-blocklist.py	154	except:	CODE
HIGH	…nerate-domains-blocklist/generate-domains-blocklist.py	166	except:	CODE

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	dnscrypt-proxy/monitoring_ui.go	1226	// In this implementation, we're embedding everything in the HTML	COMMENT

Excessive Try-Catch Wrapping5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	…nerate-domains-blocklist/generate-domains-blocklist.py	125	except Exception as err:	CODE
LOW	…nerate-domains-blocklist/generate-domains-blocklist.py	199	except Exception as e:	CODE
LOW	…nerate-domains-blocklist/generate-domains-blocklist.py	247	except Exception as e:	CODE
LOW	…nerate-domains-blocklist/generate-domains-blocklist.py	305	except Exception as e:	CODE
LOW	…nerate-domains-blocklist/generate-domains-blocklist.py	314	except Exception as e:	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	dnscrypt-proxy/example-dnscrypt-proxy.toml	228	## This file is different from other log files, and will not be	COMMENT

Deep Nesting3 hits · 3 pts

Severity	File	Line	Context
LOW	…nerate-domains-blocklist/generate-domains-blocklist.py	141	CODE
LOW	…nerate-domains-blocklist/generate-domains-blocklist.py	209	CODE
LOW	…nerate-domains-blocklist/generate-domains-blocklist.py	255	CODE

Structural Annotation Overuse1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	dnscrypt-proxy/example-dnscrypt-proxy.toml	117	## WARNING: This setting is disabled by default because it will make	COMMENT

Hyper-Verbose Identifiers1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…nerate-domains-blocklist/generate-domains-blocklist.py	255	def blocklists_from_config_file(	CODE

Unused Imports1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…nerate-domains-blocklist/generate-domains-blocklist.py	5		CODE

DNSCrypt/dnscrypt-proxy

Open-Source Code Quality, Security and Technical Debt Review