0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

28.8K

Stars

Language

529.2K

Lines of Code

3.5K

Files

405

Pattern Hits

2026-10-31

Scan Date

0.00

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 2.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 247 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.5/100 · LOW

Are imports declared and package/API names verified? 156 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 3 finding(s).

PR Review Velocity Impact 4.1/100 · LOW

Which changes need focused human review? 405 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 4MEDIUM 11LOW 390

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 405 distinct pattern matches across 11 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.

Fake / Example Data152 hits · 134 pts

Severity	File	Line	Snippet	Context
LOW⚡	examples/generic_config_secrets.yml	36	- "placeholder"	CODE
LOW	pkg/sources/json_enumerator/json_enumerator_test.go	173	"AndroidManifest.xml": "placeholder",	CODE
LOW	pkg/sources/json_enumerator/json_enumerator_test.go	174	"classes.dex": "placeholder",	CODE
LOW	pkg/sources/gitlab/gitlab.go	445	user = "placeholder"	CODE
LOW	pkg/sources/gitlab/gitlab.go	994	// Not setting "placeholder" as s.user on purpose in case any downstream services rely on a "" value for s.user.	COMMENT
LOW	pkg/sources/gitlab/gitlab.go	997	user = "placeholder"	CODE
LOW	pkg/sources/gitlab/gitlab.go	1140	// Not setting "placeholder" as s.user on purpose in case any downstream services rely on a "" value for s.user.	COMMENT
LOW	pkg/sources/gitlab/gitlab.go	1143	user = "placeholder"	CODE
LOW	pkg/detectors/salescookie/salescookie.go	49	payload := strings.NewReader(`{"date":"2021-07-04T02:47:42.1442597Z","uniqueId":"id-123","revenue":1.3,"profit":-2.5,	CODE
LOW	pkg/detectors/salescookie/salescookie.go	49	payload := strings.NewReader(`{"date":"2021-07-04T02:47:42.1442597Z","uniqueId":"id-123","revenue":1.3,"profit":-2.5,	CODE
LOW	pkg/detectors/jiratoken/v1/jiratoken_test.go	281	verified, err := VerifyJiraToken(context.Background(), client, "user@example.com", "example.atlassian.net", validToke	CODE
LOW	pkg/detectors/composio/composio_test.go	58	{name: "placeholder", input: "COMPOSIO_API_KEY=ak_test", want: []string{}},	CODE
LOW	pkg/engine/postman_test.go	23	Token: "dummy_key",	CODE
LOW	pkg/engine/ahocorasick/ahocorasickcore_test.go	239	Lorem ipsum dolor sit met, consectetur dipiscing elit. Sed uctor,	CODE
LOW	pkg/engine/ahocorasick/ahocorasickcore_test.go	283	Lorem ipsum dolor sit met, consectetur dipiscing elit. Sed uctor,	CODE
LOW	pkg/handlers/apk_content_detection_test.go	35	_, err = w.Write([]byte("placeholder"))	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	1	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	1	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	2	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	2	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	3	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	3	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	4	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	4	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	5	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	5	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	6	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	6	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	7	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	7	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	8	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	8	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	9	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	9	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	10	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	10	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	11	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	11	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	12	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	12	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	13	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	13	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	14	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	14	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	15	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	15	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	16	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	16	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	17	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	17	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	18	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	18	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	19	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	19	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	20	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	20	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	21	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	21	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	22	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
LOW⚡	pkg/handlers/testdata/nonarchive.txt	22	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed non risus. Suspendisse lectus tortor, dignissim sit amet, a	CODE
92 more matches not shown…

Structural Annotation Overuse133 hits · 134 pts

Severity	File	Line	Snippet	Context
LOW	pkg/sources/sources.go	556	// NOTE: This method should be used over SetProgressComplete when the source does	COMMENT
LOW	pkg/detectors/exchangerateapi/exchangerateapi_test.go	30	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/elasticemail/elasticemail_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/databrickstoken/databrickstoken_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/campayn/campayn_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/envoyapikey/envoyapikey_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/cashboard/cashboard_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/capsulecrm/capsulecrm_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/conversiontools/conversiontools_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/dwolla/dwolla_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/duply/duply_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/closecrm/close_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/calendlyapikey/calendlyapikey_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/confluent/confluent_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/discordbottoken/discordbottoken_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/cexio/cexio_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/courier/courier_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	…/detectors/digitaloceantoken/digitaloceantoken_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	…ctors/cloudflareapitoken/v1/cloudflareapitoken_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/diggernaut/diggernaut_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/docusign/docusign_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/deepai/deepai_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/calorieninja/calorieninja_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/ethplorer/ethplorer_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/currencylayer/currencylayer_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/cannyio/cannyio_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/coinlib/coinlib_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/enigma/enigma_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/clickhelp/clickhelp_test.go	30	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/docparser/docparser_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/coinapi/coinapi_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/droneci/droneci_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/chatbot/chatbot_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/exchangeratesapi/exchangeratesapi_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/currentsapi/currentsapi_test.go	30	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/codeclimate/codeclimate_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/debounce/debounce_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/clockworksms/clockworksms_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/cloudflarecakey/cloudflarecakey_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/dnscheck/dnscheck_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/circleci/v1/circleci_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/circleci/v2/circleci_test.go	30	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/commodities/commodities_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/censys/censys_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/copper/copper_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/convertkit/convertkit_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/dronahq/dronahq_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/detectify/detectify_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/datagov/datagov_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/deepgram/deepgram_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/diffbot/diffbot_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/discordwebhook/discordwebhook_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/discordwebhook/discordwebhook_test.go	41	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/documo/documo_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/doppler/doppler_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/column/column_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/edamam/edamam_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/clearbit/clearbit_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/demio/demio_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
LOW	pkg/detectors/checkout/checkout_test.go	20	password: $DB_PASS # IMPORTANT: Do not share this password publicly	CODE
73 more matches not shown…

Over-Commented Block100 hits · 100 pts

Severity	File	Line	Snippet	Context
LOW	hack/checksecretparts/main.go	1	// checksecretparts is a static analysis tool that finds detector packages	COMMENT
LOW	hack/snifftest/snifftest.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/test/detect_changed_detectors.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/test/detect_changed_detectors.sh	21	# between the two refs. A detector imported at HEAD but not at BASE is new.	COMMENT
LOW	.github/workflows/release.yml	41	- name: Cosign install	COMMENT
LOW	.github/workflows/codeql-analysis.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	pkg/ssrf/ssrf.go	1	// Package ssrf guards outbound connections whose destinations are taken from	COMMENT
LOW	pkg/ssrf/ssrf.go	121	// To4() normalization in IsNonPublicIP, not by a CIDR here, because a	COMMENT
LOW	pkg/pb/source_metadatapb/source_metadata.pb.go	3661	// *MetaData_Ecr	COMMENT
LOW	pkg/pb/source_metadatapb/source_metadata.pb.go	3681	// *MetaData_GoogleDrive	COMMENT
LOW	pkg/verificationcache/metrics_reporter.go	21		COMMENT
LOW	pkg/verificationcache/metrics_reporter.go	41	// FromData(verify=true) pass, including its regex pass: detectors that do not implement detectors.ResultVerifier,	COMMENT
LOW	pkg/verificationcache/verification_cache.go	61	// FromData is a cache-aware facade in front of the provided detector's FromData method.	COMMENT
LOW	pkg/custom_detectors/custom_detectors.go	21	"github.com/trufflesecurity/trufflehog/v3/pkg/pb/custom_detectorspb"	COMMENT
LOW	pkg/custom_detectors/custom_detectors.go	161	// Find all submatches for each regex.	COMMENT
LOW	pkg/custom_detectors/custom_detectors.go	301	result.SecretParts[key] = secret	COMMENT
LOW	pkg/gitparse/gitparse.go	41	// The hashes are fed in on stdin rather than as arguments, so a group is not	COMMENT
LOW	pkg/gitparse/gitparse.go	261	global []string	COMMENT
LOW	pkg/gitparse/gitparse.go	381	// nothing else. It returns them in groups, so patch generation can start before the	COMMENT
LOW	pkg/gitparse/gitparse.go	501	"--notes",	COMMENT
LOW	pkg/iobuf/bufferedreaderseeker.go	21		COMMENT
LOW	pkg/output/sarif.go	21	sarifSchemaURI = "https://raw.githubusercontent.com/oasis-tcs/sarif-spec/master/Schemata/sarif-schema-2.1.0.json"	COMMENT
LOW	…annelmetrics/metrics_collector/prometheus/collector.go	21	var (	COMMENT
LOW	pkg/decoders/escaped_unicode.go	21	//https://unicode.org/standard/principles.html	COMMENT
LOW	pkg/decoders/escaped_unicode.go	81		COMMENT
LOW	pkg/decoders/escaped_unicode.go	301	// result := input	COMMENT
LOW	pkg/decoders/escaped_unicode.go	321	// break	COMMENT
LOW	pkg/decoders/html.go	21		COMMENT
LOW	pkg/decoders/utf8.go	81	// This includes letters, digits, punctuation, and symbols, but excludes control characters.	COMMENT
LOW	pkg/decoders/html_test.go	21	//	COMMENT
LOW	pkg/decoders/escaped_unicode_test.go	121	want: &sources.Chunk{	COMMENT
LOW	pkg/sources/job_progress.go	21	EndEnumerating(JobProgressRef, time.Time)	COMMENT
LOW	pkg/sources/sources.go	61		COMMENT
LOW	pkg/sources/sources.go	301	Endpoint string	COMMENT
LOW	pkg/sources/sources.go	581	// This level of synchronization is only necessary when multiple concurrent	COMMENT
LOW	pkg/sources/sources.go	641	// -/sub-unit-resumption-----------------------------------------------------------	COMMENT
LOW	pkg/sources/s3/checkpointer.go	21	// The checkpointer maintains state for the current page of objects (up to 1000) using a boolean array	COMMENT
LOW	pkg/sources/s3/checkpointer.go	41	//	COMMENT
LOW	pkg/sources/s3/checkpointer.go	141	// and maintains fine-grained resumption checkpoints. It uses a conservative tracking	COMMENT
LOW	pkg/sources/s3/s3.go	341	startAfter string // The last processed object key within the bucket	COMMENT
LOW	pkg/sources/github_experimental/object_discovery.go	21		COMMENT
LOW	pkg/sources/filesystem/filesystem.go	281	// check if the full path is not matching any pattern in include	COMMENT
LOW	pkg/sources/filesystem/filesystem_resume_test.go	21	//	COMMENT
LOW	pkg/sources/filesystem/filesystem_test.go	681	assert.False(t, scannedFiles["file2.txt"], "file2.txt should have been skipped (the resume point itself)")	COMMENT
LOW	pkg/sources/github/permission_error.go	41	type credentialKind int	COMMENT
LOW	pkg/sources/github/installation_grants.go	1	package github	COMMENT
LOW	pkg/sources/github/installation_grants.go	21	// issues and leaves out the pull requests.	COMMENT
LOW	pkg/sources/github/pagination_test.go	21		COMMENT
LOW	pkg/sources/github/connector_app.go	81	return connector, nil	COMMENT
LOW	pkg/sources/github/connector.go	41	// api.github.com, NOT the GHES /api/v3/ layout.	COMMENT
LOW	pkg/sources/github/github.go	801	ctx.Logger().V(1).Info("Scanning repos", "org_members", len(s.memberCache))	COMMENT
LOW	pkg/sources/github/github.go	2101	return nil	COMMENT
LOW	pkg/sources/github/github.go	2121	// already prefixed with what's missing, and is reported after the run.	COMMENT
LOW	pkg/sources/github/pagination.go	21	// GitHub list endpoints don't all paginate the same way, and the differences	COMMENT
LOW	pkg/sources/github/pagination.go	81	// walkPages fetches the first page with first (a typed go-github call that	COMMENT
LOW	pkg/sources/github/pagination.go	181	// walkUpdatedSince walks an endpoint in update-time order, and gets past	COMMENT
LOW	pkg/sources/github/pagination.go	261	// of retries before the walk reports it as an error.	COMMENT
LOW	pkg/sources/github/pagination.go	281	// retry a failed round trip a few times with short backoff, so this is a	COMMENT
LOW	pkg/sources/jenkins/jenkins.go	161	if s.user != "" && s.token != "" {	COMMENT
LOW	pkg/sources/jenkins/jenkins.go	181	// "name": "hon-test",	COMMENT
40 more matches not shown…

Magic Placeholder Names4 hits · 28 pts

Severity	File	Line	Snippet	Context
HIGH⚡	examples/generic_config_secrets.yml	39	- "your_api_key"	CODE
HIGH⚡	examples/generic_config_secrets.yml	40	- "your-api-key"	CODE
HIGH⚡	examples/generic_config_secrets.yml	41	- "yourapikey"	CODE
HIGH	pkg/decoders/html_test.go	547	{"template placeholder entity-encoded", `<YOUR_API_KEY>`, false},	CODE

AI Slop Vocabulary8 hits · 24 pts

Severity	File	Line	Snippet	Context
MEDIUM	pkg/writers/buffered_file_writer/bufferedfilewriter.go	220	// By implementing this method, BufferedFileWriter can leverage optimized data transfer mechanisms provided	COMMENT
MEDIUM	pkg/iobuf/bufferedreaderseeker.go	36	// transparently, providing a seamless reading and seeking experience regardless	COMMENT
MEDIUM	pkg/iobuf/bufferedreaderseeker.go	266	// to utilize the temporary file exclusively, simplifying	COMMENT
MEDIUM	pkg/sources/git/git.go	1767	// TODO: Develop a more robust mechanism to ensure consistent timeout behavior between the command execution	COMMENT
MEDIUM	pkg/detectors/hasura/hasura_test.go	116	// For a more robust comparison, load the results into maps to ignore order.	COMMENT
MEDIUM	…/salesforceoauth2/salesforceoauth2_integration_test.go	150	// Since the order of results can vary with maps, we use a more robust comparison.	COMMENT
MEDIUM	…efreshtoken/salesforcerefreshtoken_integration_test.go	159	// Since the order of results can vary with maps, we use a more robust comparison.	COMMENT
MEDIUM	pkg/engine/engine.go	396	// they're set to reasonable default values. It makes the engine robust to	COMMENT

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	hack/bench/versions.sh	15	# Create a temporary folder to clone the repository	COMMENT
MEDIUM	hack/bench/versions.sh	53	# Initialize the variable to store the sum of user times	COMMENT

Excessive Try-Catch Wrapping2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	pkg/custom_detectors/CUSTOM_DETECTORS.md	194	except Exception:	CODE
MEDIUM	pkg/custom_detectors/CUSTOM_DETECTORS.md	177	def do_POST(self):	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	action.yml	51	# Check if jq is installed, if not, install it	COMMENT

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	pkg/output/plain.go	121	// To have the "UNKNOWN_POSTMAN = 0" value be assigned correctly to the field, we need to check if the Postman workspac	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	pkg/sources/gitlab/gitlab.go	1102	// TODO: Handle error returned from UnitErr.	COMMENT

Hyper-Verbose Identifiers1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	pkg/detectors/lob/lob_test.go	54	input: "def test_calculate_total_price_with_tax_rate():",	CODE

trufflesecurity/trufflehog

Open-Source Code Quality, Security and Technical Debt Review