1.9

Adjusted Signal

1.9

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

16.3K

Stars

Language

186.4K

Lines of Code

1.2K

Files

121

Pattern Hits

2026-10-31

Scan Date

0.03

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 3.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 86 finding(s).

Hallucinated Dependency & Supply Chain Risk 6.2/100 · LOW

Are imports declared and package/API names verified? 35 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

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

PR Review Velocity Impact 7.6/100 · LOW

Which changes need focused human review? 121 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 27MEDIUM 2LOW 88

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 121 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.

Magic Placeholder Names26 hits · 192 pts

Severity	File	Line	Snippet	Context
HIGH	README.md	1075	http://127.0.0.1:9117/api/v2.0/indexers/all/results/torznab/api?apikey=YOUR_API_KEY&t=search&q=query&cache=false	CODE
HIGH⚡	README.md	1118	http://127.0.0.1:9117/api/v2.0/indexers/<indexer-name>/results/torznab/api?apikey=<your-api-key>&t=<search-type>&<parame	CODE
HIGH⚡	README.md	1126	http://127.0.0.1:9117/api/v2.0/indexers/1337x/results/torznab/api?apikey=YOUR_API_KEY&t=caps	CODE
HIGH⚡	README.md	1132	http://127.0.0.1:9117/api/v2.0/indexers/1337x/results/torznab/api?apikey=YOUR_API_KEY&t=search&q=ubuntu	CODE
HIGH⚡	README.md	1145	.../api?apikey=YOUR_API_KEY&t=search&cat=100002,100003&q=Show+Title+S01E02	CODE
HIGH⚡	README.md	1154	.../api?apikey=YOUR_API_KEY&t=tvsearch&cat=5000&q=Show+Title&season=1&ep=2	CODE
HIGH⚡	README.md	1156	.../api?apikey=YOUR_API_KEY&t=tvsearch&cat=5040,5045&genre=comedy&season=2023&ep=02/13	CODE
HIGH⚡	README.md	1165	.../api?apikey=YOUR_API_KEY&t=movie&cat=100001&q=Movie+Title&year=2023	CODE
HIGH⚡	README.md	1167	.../api?apikey=YOUR_API_KEY&t=movie&cat=2000&imdbid=tt1234567	CODE
HIGH⚡	README.md	1176	.../api?apikey=YOUR_API_KEY&t=music&cat=100004&album=Title&artist=Name	CODE
HIGH⚡	README.md	1185	.../api?apikey=YOUR_API_KEY&t=book&cat=100005,100006&genre=horror&publisher=Stuff	CODE
HIGH⚡	README.md	1267	.../api/v2.0/indexers/all/results/torznab/api?apikey=YOUR_API_KEY&t=indexers	CODE
HIGH⚡	README.md	1273	.../api/v2.0/indexers/all/results/torznab/api?apikey=YOUR_API_KEY&t=indexers&configured=true	CODE
HIGH⚡	README.md	1274	.../api/v2.0/indexers/all/results/torznab/api?apikey=YOUR_API_KEY&t=indexers&configured=false	CODE
HIGH	src/Jackett.Common/Definitions/bluetorrents.yml	13	# from https://bluetorrents.com/api/external?apikey=YOUR-API-KEY&t=caps	COMMENT
HIGH	src/Jackett.Common/Definitions/scenetime-api.yml	14	# from https://www.scenetime.com/rss.php?apikey=YOUR-API-KEY&t=caps	COMMENT
HIGH	src/Jackett.Common/Definitions/c411.yml	16	# from https://c411.org/api/torznab?apikey=YOUR-API-KEY&t=caps	COMMENT
HIGH	…c/Jackett.Common/Definitions/world-of-tomorrow-api.yml	18	# from https://w-o-t.pro/api/torznab?apikey=YOUR-API-KEY&t=caps	COMMENT
HIGH	src/Jackett.Common/Definitions/shadowbit.yml	13	# from https://shadowbit.cc/api/torznab?t=caps&apikey=YOUR-API-KEY	COMMENT
HIGH	src/Jackett.Common/Definitions/fileiplay.yml	13	# https://fileiplay.org/torznab/api?t=caps&apikey=YOUR-API-KEY	COMMENT
HIGH	src/Jackett.Common/Definitions/bitagent.yml	13	# from https://bit-agent.org/torznab/api?t=caps&apikey=YOUR-API-KEY	COMMENT
HIGH	src/Jackett.Common/Definitions/astratorrent.yml	14	# from https://astratorrent.la/api/torznab.php?t=caps&apikey=YOUR-API-KEY	COMMENT
HIGH	src/Jackett.Common/Definitions/tr4ker.yml	14	# from https://tr4ker.net/api/torznab?t=caps&apikey=YOUR-API-KEY	COMMENT
HIGH	src/Jackett.Common/Definitions/nostradamus.yml	13	# from https://nostradamus.foo/api?t=caps&apikey=YOUR-API-KEY	COMMENT
HIGH	src/Jackett.Common/Definitions/draupnirr.yml	18	# from https://draupnirr.xyz/torznab/api?t=caps&apikey=YOUR-API-KEY	COMMENT
HIGH	src/Jackett.Common/Definitions/binarybay.yml	12	# from https://binarybay.cc/torznab/api?t=caps&apikey=YOUR-API-KEY	COMMENT

Slop Phrases34 hits · 50 pts

Severity	File	Line	Snippet	Context
LOW	src/Jackett.Common/Definitions/lastfiles.yml	21	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/1ptbar.yml	13	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/xloli.yml	17	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/pignetwork.yml	13	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/siambit.yml	19	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/ptskit.yml	13	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/ptfans.yml	15	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/yts.yml	10	# if the primary domain changes then don't forget to update the details, download and poster replace args	COMMENT
LOW	src/Jackett.Common/Definitions/yts.yml	10	# if the primary domain changes then don't forget to update the details, download and poster replace args	COMMENT
LOW	src/Jackett.Common/Definitions/crabpt.yml	13	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/herobit.yml	17	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/torrentgalaxyclone.yml	16	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/crabpt-api.yml	13	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/freefarm.yml	13	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/wintersakura.yml	13	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/ggpt.yml	12	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/pttime.yml	13	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/agsvpt.yml	16	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/infire.yml	13	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/ex-torrenty.yml	13	# and dont forget to update the search fields category case block	COMMENT
LOW	src/Jackett.Common/Definitions/totheglory.yml	13	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/totheglory.yml	127	default: "Only fill in the <b>Security Question Answer</b> box if you have set it on the TTG Web Site. Don't forget	CODE
LOW	src/Jackett.Common/Definitions/electro-torrent.yml	16	# don't forget to update the category case block below	COMMENT
LOW	src/Jackett.Common/Definitions/electro-torrent.yml	16	# don't forget to update the category case block below	COMMENT
LOW	src/Jackett.Common/Definitions/torrent9.yml	32	# dont forget to update the search fields category case block	COMMENT
LOW	src/Jackett.Common/Definitions/panda.yml	14	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/teamctgame.yml	20	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/torrentdd.yml	13	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/majomparade.yml	14	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/haitang.yml	13	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/diablotorrent.yml	13	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/wihd.yml	12	# dont forget to update the search fields category (and size) case block(s)	COMMENT
LOW	src/Jackett.Common/Definitions/totheglory2fa.yml	15	# dont forget to update the path categories in the search block	COMMENT
LOW	src/Jackett.Common/Definitions/okpt.yml	13	# dont forget to update the path categories in the search block	COMMENT

Hallucination Indicators4 hits · 40 pts

Severity	File	Line	Snippet	Context
CRITICAL	src/Jackett.Common/Content/libs/jquery.min.js	2	!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):f	CODE
CRITICAL	src/Jackett.Test/Common/Indexers/Toloka/TolokaTests.cs	14	var titleParser = new Jackett.Common.Indexers.Definitions.Toloka.TitleParser();	CODE
CRITICAL	…ckett.Test/Common/Indexers/RuTracker/RuTrackerTests.cs	14	var titleParser = new Jackett.Common.Indexers.Definitions.RuTracker.TitleParser();	CODE
CRITICAL	src/Jackett.Server/Services/ServerService.cs	395	if (scheme == "https" && !request.HttpContext.Request.Host.Value.Contains(":"))	CODE

Over-Commented Block35 hits · 35 pts

Severity	File	Line	Snippet	Context
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	81	# ✏️ If the Autobuild fails above, remove it and uncomment the following three lines	COMMENT
LOW	src/Jackett.Common/Indexers/Definitions/MejorTorrent.cs	461	{	COMMENT
LOW	src/Jackett.Common/Indexers/Definitions/NorBits.cs	421	/// Get Torrents Page from Tracker by Query Provided	COMMENT
LOW	src/Jackett.Common/Content/libs/moment.min.js	1	//! moment.js	COMMENT
LOW	src/Jackett.Common/Properties/Resources.Designer.cs	1	//------------------------------------------------------------------------------	COMMENT
LOW	src/Jackett.Common/Properties/Resources.Designer.cs	61	}	COMMENT
LOW	src/Jackett.Common/Properties/Resources.Designer.cs	81	}	COMMENT
LOW	src/Jackett.Common/Definitions/ilcorsaroblu.yml	261	# minimumratio: appears to be ratioless	COMMENT
LOW	src/Jackett.Common/Definitions/xdy.yml	181	remove: a, b, font, img, span	COMMENT
LOW	src/Jackett.Common/Definitions/shareisland-api.yml	241	# minimumratio:	COMMENT
LOW	src/Jackett.Common/Definitions/xdy-api.yml	141	# global MR is 0.8 but torrents must be seeded for 1 days regardless of ratio	COMMENT
LOW	src/Jackett.Common/Definitions/datascene-api.yml	221	# global MR is 0.4 but torrents must be seeded for 2 days regardless of ratio	COMMENT
LOW	src/Jackett.Common/Definitions/g3minitr4ck3r-api.yml	241	# global MR is 0.75 but torrents must be seeded for 2 days regardless of ratio	COMMENT
LOW	src/Jackett.Common/Definitions/ildragonero.yml	41	- {id: 79, cat: TV/Foreign, desc: " ( SERIE TV SUB ITA )", default: true}	COMMENT
LOW	src/Jackett.Common/Definitions/femdomcult.yml	161	# minimumseedtime:	COMMENT
LOW	src/Jackett.Common/Definitions/rutracker-ru.yml	421	# prev_not_checked: 0	COMMENT
LOW	src/Jackett.Common/Definitions/upscalevault.yml	181	# global MR is 0.5 but torrents must be seeded for 14 days regardless of ratio	COMMENT
LOW	src/Jackett.Common/Definitions/sportscora.yml	141	# minimumratio:	COMMENT
LOW	src/Jackett.Common/Definitions/bitagent.yml	121	downloadvolumefactor:	COMMENT
LOW	src/Jackett.Common/Definitions/portugas-api.yml	201	text: "{{ if .Result._featured }}2{{ else }}{{ .Result.uploadvolumefactor_double_upload }}{{ end }}"	COMMENT
LOW	src/Jackett.Common/Definitions/nirvana.yml	181	# global MR is 0.4 but torrents must be seeded for 7 days regardless of ratio	COMMENT
LOW	src/Jackett.Common/Definitions/goldengate.yml	221	text: 1	COMMENT
LOW	src/Jackett.Common/Definitions/theoldschool-api.yml	241	# minimumratio:	COMMENT
LOW	src/Jackett.Common/Definitions/turkseed-api.yml	201	text: "{{ if .Result._featured }}2{{ else }}{{ .Result.uploadvolumefactor_double_upload }}{{ end }}"	COMMENT
LOW	src/Jackett.Common/Services/CacheService.cs	21	/// * When we are testing the indexers => if query.IsTest results are not cached	COMMENT
LOW	src/Jackett.IntegrationTests/WebDriverFactory.cs	21		COMMENT
LOW	…st/Common/Models/TorznabCapabilitiesCategoriesTests.cs	141	TestCategories.CompareCategoryTrees(expected, cats);	COMMENT
LOW	…st/Common/Models/TorznabCapabilitiesCategoriesTests.cs	161	// - BooksComics	COMMENT
LOW	src/DateTimeRoutines/DateTimeRoutines.cs	1	//********************************************************************************************	COMMENT
LOW	src/DateTimeRoutines/DateTimeRoutines.cs	41	#endregion	COMMENT
LOW	src/DateTimeRoutines/DateTimeRoutines.cs	61	public readonly int IndexOfTime;	COMMENT
LOW	src/DateTimeRoutines/DateTimeRoutines.cs	161	public enum DateTimeFormat	COMMENT
LOW	src/DateTimeRoutines/DateTimeRoutines.cs	281	/// <summary>	COMMENT
LOW	src/DateTimeRoutines/DateTimeRoutines.cs	441	//catch(Exception e)	COMMENT

Redundant / Tautological Comments9 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	install_service_systemd_mono.sh	11	# Check if the install script is running as root	COMMENT
LOW	install_service_systemd_mono.sh	17	# Check if Jackett service is running	COMMENT
LOW⚡	install_service_systemd_mono.sh	43	# Check if we're running from Jackett's directory	COMMENT
LOW⚡	install_service_systemd_mono.sh	50	# Check if Jackett's owner is root	COMMENT
LOW⚡	install_service_systemd_mono.sh	60	# Check if Mono is installed	COMMENT
LOW	install_service_systemd.sh	11	# Check if the install script is running as root	COMMENT
LOW	install_service_systemd.sh	17	# Check if Jackett service is running	COMMENT
LOW	install_service_systemd.sh	43	# Check if we're running from Jackett's directory	COMMENT
LOW	install_service_systemd.sh	50	# Check if Jackett's owner is root	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	src/Jackett.Common/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	uninstall_service_systemd.sh	3	# Define the directory where Jackett was installed	COMMENT
MEDIUM	uninstall_service_systemd.sh	7	# Define the systemd service file for Jackett	COMMENT

Hyper-Verbose Identifiers5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	src/Jackett.Common/Content/custom.js	239	function displayFilteredIndexersList(indexers, filter) {	CODE
LOW	src/Jackett.Common/Content/custom.js	266	function displayConfiguredIndexersList(indexers) {	CODE
LOW	src/Jackett.Common/Content/custom.js	314	function displayUnconfiguredIndexersList() {	CODE
LOW	src/Jackett.Common/Content/custom.js	489	function addSelectedIndexersSuccess() {	CODE
LOW	src/Jackett.Common/Content/custom.js	1256	function setSavePresetsButtonState(table, element, state = false) {	CODE

Fake / Example Data5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	…c/Jackett.Common/Content/libs/jquery.dataTables.min.js	41	"":this.value;b!=e.sSearch&&(ga(a,{sSearch:b,bRegex:e.bRegex,bSmart:e.bSmart,bCaseInsensitive:e.bCaseInsensitive}),a._iD	CODE
LOW	…c/Jackett.Common/Content/libs/bootstrap-multiselect.js	193	this.options.nonSelectedText = this.$select.data("placeholder");	CODE
LOW	…c/Jackett.Common/Content/libs/bootstrap-multiselect.js	1070	$('input', this.$filter).attr('placeholder', this.options.filterPlaceholder);	CODE
LOW	src/Jackett.Common/Content/libs/jQuery.tagify.min.js	17	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=e():"function"==typeof define&&define	CODE
LOW	src/Jackett.Common/Content/libs/tagify.min.js	1	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=e():"function"==typeof define&&define	CODE

Jackett/Jackett

Open-Source Code Quality, Security and Technical Debt Review