AI Slop Code RIsk Monitor

easylist/easylist

EasyList filter subscription (EasyList, EasyPrivacy, EasyList Cookie, Fanboy's Social/Annoyances/Notifications Blocking List)

7.3 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for easylist/easylist, a Adblock Filter List project with 3,160 GitHub stars. SynthScan examined 151,745 lines of code across 177 source files, recording 2074 pattern matches distributed across 5 syntactic categories. The legacy adjusted pattern signal is 7.3 (Moderate pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

7.3
Adjusted Signal
7.3
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
3.2K
Stars
Adblock Filter List
Language
151.7K
Lines of Code
177
Files
2.1K
Pattern Hits
2026-10-12
Scan Date
0.01
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 30.5/100 · MEDIUM

Can maintainers explain intent, assumptions, and trade-offs? 2072 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 0.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 5 finding(s).

PR Review Velocity Impact 49.7/100 · MEDIUM

Which changes need focused human review? 2074 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 0LOW 2072

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 2074 distinct pattern matches across 5 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 Block2057 hits · 1086 pts
SeverityFileLineSnippetContext
LOWeasylist_cookie/easylist_cookie_general_hide.txt1! easylist_cookie_general_hide.txtCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt21###AvisoCOOKIESCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt41###BortosCookieCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt61###COOKIESCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt81###Cookie-ContainerCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt101###CookieBarCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt121###CookieFrageCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt141###CookieLAWCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt161###CookieNavigationCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt181###CookiePolicyDivCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt201###CookieT2BarCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt221###Cookie_informCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt241###CookiesDisclaimerCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt261###CookisWarningCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt281###EUComplianceNotificationCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt301###EUcookieStatmentCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt321###GDPRDivCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt341###HoneywellEUCookie-BannerCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt361###LGPDCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt381###PConsentimento-ContainerCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt401###Privacy_PopupCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt421###SiteInfoBanner[data-cookie-checker]COMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt441###WeUseCookiesDesktopCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt461###__cookies_COMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt481###_cookiePopupCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt501###_lcms_banerCookiesCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt521###about-cookiesCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt541###accept-cookies-msgCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt561###acceptCookiesDivCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt581###accept_cookies_divCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt601###aceptacioncookiesCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt621###adcookiesCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt641###aeucl.showCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt661###ajaxCookiesMessageCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt681###alertCookiesCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt701###alertpop-privacypolicyCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt721###allowusecookiesCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt741###andytimes_privacy_divCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt761###app > .cookieCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt781###arm_user_cookie_consent_popupCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt801###atgcookies-containerCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt821###avg-cookie-barCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt841###aviso-politica-privacidadeCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt861###aw-cookie-containerCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt881###ban-mentions-legalesCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt901###bandeau_cnilCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt921###banner-gdprCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt941###banner_cookiebarCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt961###bar_cookiesCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt981###barreAlerteCookieCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt1001###bbx_modal_cookieCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt1021###bettergdpr_user_menu_popupCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt1041###bkcookieCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt1061###block-cookie-compliance-cookie-complianceCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt1081###block-gdprmodalCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt1101###blockAcceptCookieCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt1121###bottom-cookie-bannerCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt1141###box_cookieCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt1161###bra_cookieChoiceInfoCOMMENT
LOWeasylist_cookie/easylist_cookie_general_hide.txt1181###business-cookies-wrapperCOMMENT
1997 more matches not shown…
Empty Error Handlers2 hits · 10 pts
SeverityFileLineSnippetContext
HIGHFOP.py186except(IOError, OSError):CODE
HIGHFOP-nocommit.py102except(IOError, OSError):CODE
Deep Nesting9 hits · 9 pts
SeverityFileLineSnippetContext
LOWFOP.py135CODE
LOWFOP.py194CODE
LOWFOP.py323CODE
LOWFOP.py528CODE
LOWFOP.py206CODE
LOWFOP-nocommit.py77CODE
LOWFOP-nocommit.py106CODE
LOWFOP-nocommit.py229CODE
LOWFOP-nocommit.py128CODE
Redundant / Tautological Comments3 hits · 4 pts
SeverityFileLineSnippetContext
LOWFOP.py369 # Check if domain is too short or doesn't contain a dotCOMMENT
LOWFOP.py445 # Check if this is a large changeCOMMENT
LOWFOP-nocommit.py114 # Check if this is the easylist_adservers.txt fileCOMMENT
Hyper-Verbose Identifiers3 hits · 3 pts
SeverityFileLineSnippetContext
LOWFOP.py506def removeunnecessarywildcards (filtertext):CODE
LOWFOP-nocommit.py117 def is_valid_easylist_adservers_rule(line):CODE
LOWFOP-nocommit.py322def removeunnecessarywildcards(filtertext):CODE