1.1

Adjusted Signal

1.1

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

26.0K

Stars

Language

505.0K

Lines of Code

2.0K

Files

446

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 3.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 323 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.7/100 · LOW

Are imports declared and package/API names verified? 112 finding(s).

Agent Over-Engineering Ratio 0.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 11 finding(s).

PR Review Velocity Impact 5.1/100 · LOW

Which changes need focused human review? 446 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 6HIGH 1MEDIUM 14LOW 425

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 446 distinct pattern matches across 12 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 Block299 hits · 296 pts

Severity	File	Line	Snippet	Context
LOW	generate.go	1	//go:generate go run pkg/codegen/buildconfig/writer.go pkg/codegen/buildconfig/chart_writer.go pkg/codegen/buildconfig/m	COMMENT
LOW	chart/values.yaml	41	# Optional: Image-specific pullPolicy Override	COMMENT
LOW	chart/values.yaml	61	# - name: CATTLE_TLS_MIN_VERSION	COMMENT
LOW	chart/values.yaml	81	# Defaults to true; options: true, false	COMMENT
LOW	chart/values.yaml	121	# - name: https	COMMENT
LOW	chart/values.yaml	141	# An optional security setting to disables the HTTP port of the rancher service	COMMENT
LOW	chart/values.yaml	161		COMMENT
LOW	chart/values.yaml	181	# rancherImageTag: v2.0.7	COMMENT
LOW	chart/values.yaml	201	# Where to offload the TLS/SSL encryption	COMMENT
LOW	chart/values.yaml	241	volumeKind: persistentVolumeClaim	COMMENT
LOW	chart/values.yaml	341	# helm values to use when installing the rancher-webhook chart.	COMMENT
LOW	chart/values.yaml	361	# app: rancher # Selects pods labeled with "app: rancher"	COMMENT
LOW	tests/v2prov/cluster/clusters.go	81	return created, nil	COMMENT
LOW	tests/v2prov/cluster/clusters.go	101	// ExternalCloudProvider runs the nodes the way they run under an external cloud controller: the	COMMENT
LOW	tests/v2prov/cluster/clusters.go	121	ImportedNodeETCDLabel = "v2prov.cattle.io/imported-node-etcd"	COMMENT
LOW	tests/v2prov/cluster/caprke2.go	1	// Package cluster's caprke2.go provides helpers for the CAPRKE2 v2prov integration test.	COMMENT
LOW	tests/v2prov/cluster/caprke2.go	61	gvkMgmtV3Cluster = schema.GroupVersionKind{Group: "management.cattle.io", Version: "v3", Kind: "Cluster"}	COMMENT
LOW	tests/v2prov/cluster/caprke2.go	81	WorkerReplicas int32	COMMENT
LOW	tests/v2prov/cluster/caprke2.go	201	// CAPRKE2Fixture is what the helpers return to the test. The test should	COMMENT
LOW	tests/v2prov/cluster/caprke2.go	221	// targeting the CAPI Cluster — NOT the auto-imported management.cattle.io v3 Cluster. The	COMMENT
LOW	tests/v2prov/cluster/caprke2.go	361	"maxSurge": 1,	COMMENT
LOW	tests/v2prov/cluster/caprke2.go	381	"kubernetesComponents": []any{"cloudController"},	COMMENT
LOW	…tests/imported/etcdsnapshotrestorestaleaddress_test.go	21	"github.com/stretchr/testify/require"	COMMENT
LOW	…tests/imported/etcdsnapshotrestorestaleaddress_test.go	41	// own Node object is one its SAN filter (tls-san-security) allows, and it is certified the first time	COMMENT
LOW	tests/v2prov/tests/imported/etcdsnapshotsave.go	121	// that need them, because the relevant label selector is operation-specific.	COMMENT
LOW	…/v2prov/tests/imported/etcdsnapshotrestoremode_test.go	121	// rollout by setting Upgraded to Unknown; a freshly imported cluster that has never been	COMMENT
LOW	…/v2prov/tests/imported/etcdsnapshotrestoremode_test.go	241	// that annotation by resolving each mode's selector against the resources the snapshot captured, so	COMMENT
LOW	…/v2prov/tests/imported/etcdsnapshotrestoremode_test.go	261	// The modes only differ in how much of the configuration captured in the snapshot comes back with	COMMENT
LOW	…/v2prov/tests/imported/etcdsnapshotrestoremode_test.go	301		COMMENT
LOW	…/v2prov/tests/imported/etcdsnapshotrestoremode_test.go	321	// put back on every node, and any node that is on the restored version stays unavailable — the	COMMENT
LOW	…/v2prov/tests/imported/etcdsnapshotrestoremode_test.go	341	}	COMMENT
LOW	tests/v2prov/tests/imported/encryptionkeyrotation.go	181	}	COMMENT
LOW	tests/v2prov/tests/imported/caprke2_restoremode_test.go	41	// serves rke2controlplane.controlplane.cluster.x-k8s.io and nothing else, so the version lives at	COMMENT
LOW	tests/v2prov/tests/imported/caprke2_restoremode_test.go	61	// namespace, not the CAPI Cluster's. Restore modes are the first thing that genuinely needs the	COMMENT
LOW	tests/v2prov/tests/imported/caprke2_test.go	21	// The four Test_Imported_Operation_SetE_CAPRKE2Docker* tests below exercise the same operations	COMMENT
LOW	…v/tests/imported/etcdsnapshotrestoretokencolon_test.go	41	return strings.TrimSpace(out)	COMMENT
LOW	tests/v2prov/tests/imported/joinsan_test.go	21	utilwait "k8s.io/apimachinery/pkg/util/wait"	COMMENT
LOW	tests/v2prov/tests/imported/joinsan_test.go	41	// certificate is managed by dynamiclistener, which adds the local address of every incoming	COMMENT
LOW	…ests/imported/etcdsnapshotrestoretokenrotation_test.go	141	// A snapshot's bootstrap data is encrypted with the server token that was current when it was taken,	COMMENT
LOW	tests/v2prov/tests/imported/etcdsnapshotrestore_test.go	301	}	COMMENT
LOW	tests/v2prov/tests/imported/helpers.go	41	// effective runtime binary location, so later helpers (e.g. rotation recovery) don't have to	COMMENT
LOW	…tests/imported/etcdsnapshotrestorenoderotation_test.go	21	"github.com/stretchr/testify/require"	COMMENT
LOW	tests/v2prov/defaults/caprke2-providers.yaml	1	# Default CAPI provider set used by the v2prov CAPRKE2 integration test.	COMMENT
LOW	tests/pkg/serviceaccounttoken/mitigation_test.go	21	)	COMMENT
LOW	.github/scripts/resolve-provisioning-matrix.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.github/scripts/resolve-provisioning-matrix.sh	21	# Step 3: print the picked scopes' test rows as {"include":[ ... ]}.	COMMENT
LOW	.github/scripts/provisioning-test-scopes.yaml	1	# This file is consumed by .github/scripts/resolve-provisioning-matrix.sh,	COMMENT
LOW	.github/scripts/provisioning-test-scopes.yaml	21	# chart/image pin in that file. A file-paths entry can also target one file within a	COMMENT
LOW	.github/scripts/provisioning-test-scopes.yaml	41	# could impact all of provisioning. Valid entries can be package paths,	COMMENT
LOW	pkg/settings/setting.go	181	// Defaults to empty (treated as "false") in standard builds; Prime builds set	COMMENT
LOW	pkg/settings/setting.go	201		COMMENT
LOW	pkg/settings/setting.go	261	AliOperatorVersion = NewSetting("ali-operator-version", "")	COMMENT
LOW	pkg/rbac/common.go	361	//	COMMENT
LOW	pkg/cluster/private_registry.go	141	}	COMMENT
LOW	pkg/apis/provisioning.cattle.io/v1/cluster_types.go	21	// This field is only populated for provisioned and custom clusters.	COMMENT
LOW	pkg/apis/provisioning.cattle.io/v1/cluster_types.go	41	// auth endpoint.	COMMENT
LOW	pkg/apis/provisioning.cattle.io/v1/cluster_types.go	61	// AdmissionConfiguration resource as yaml, and create a	COMMENT
LOW	pkg/apis/provisioning.cattle.io/v1/cluster_types.go	81	// Calico; other CNIs apply host network policies using pod CIDRs.	COMMENT
LOW	pkg/apis/provisioning.cattle.io/v1/cluster_types.go	101	// NOTE: The cluster-agent must be connected to the Rancher server so the	COMMENT
LOW	pkg/apis/provisioning.cattle.io/v1/cluster_types.go	121	type RKEConfig struct {	COMMENT
239 more matches not shown…

Fake / Example Data106 hits · 112 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/controllers/oidc/oidc_provider_test.go	49	fakeUser = "fake-user"	CODE
LOW⚡	tests/controllers/oidc/oidc_provider_test.go	50	fakeToken = "fake-token-name"	CODE
LOW⚡	tests/controllers/oidc/oidc_provider_test.go	51	fakeTokenValue = "fake-token-value"	CODE
LOW	pkg/systemtemplate/import_test.go	173	token: "some-dummy-token",	CODE
LOW	pkg/auth/providers/scim/filter_test.go	155	filter: `userName eq "user@example.com"`,	CODE
LOW	pkg/auth/providers/scim/filter_test.go	159	Value: "user@example.com",	CODE
LOW	pkg/auth/providers/scim/user_test.go	851	userMGR.EXPECT().EnsureUser("okta_user://john.doe", "John Doe").Return(&v3.User{	CODE
LOW	pkg/auth/providers/scim/user_test.go	877	"displayName": "John Doe",	CODE
LOW	pkg/auth/providers/scim/user_test.go	3332	assert.Equal(t, "John Doe", u.DisplayName)	CODE
LOW	pkg/auth/providers/scim/user_test.go	3345	"Operations": [{"op": "add", "path": "displayName", "value": "John Doe"}]	CODE
LOW	pkg/auth/providers/local/pbkdf2/pbkdf2_test.go	66	fakeUserID := "fake-user-id"	CODE
LOW	pkg/auth/providers/local/pbkdf2/pbkdf2_test.go	229	fakeUserID := "fake-user-id"	CODE
LOW	pkg/auth/providers/local/pbkdf2/pbkdf2_test.go	634	fakeUserID := "fake-user-id"	CODE
LOW	pkg/auth/providers/local/pbkdf2/pbkdf2_test.go	861	fakeUserID := "fake-user-id"	CODE
LOW	pkg/auth/providers/local/pbkdf2/pbkdf2_test.go	1055	fakeUserID := "fake-user-id"	CODE
LOW	pkg/auth/providers/common/ldap/ldap_util_test.go	103	ldapv3.NewEntryAttribute("name", []string{"John Doe"}),	CODE
LOW⚡	pkg/auth/providers/common/ldap/ldap_util_test.go	131	wantDisplayName: "John Doe",	CODE
LOW⚡	pkg/auth/providers/common/ldap/ldap_util_test.go	140	wantDisplayName: "John Doe",	CODE
LOW⚡	pkg/auth/providers/common/ldap/ldap_util_test.go	149	wantDisplayName: "John Doe",	CODE
LOW	pkg/auth/providers/keycloakoidc/keycloak_server_test.go	127	"email": "user@example.com",	CODE
LOW	pkg/auth/requests/authenticate_test.go	152	Username: "fake-user",	CODE
LOW	pkg/auth/requests/authenticate_test.go	262	assert.Contains(t, resp.Extras[common.UserAttributeUserName], "fake-user")	CODE
LOW	pkg/auth/requests/authenticate_test.go	263	assert.Equal(t, "fake-user", resp.Identity.Username)	CODE
LOW	pkg/auth/requests/authenticate_test.go	291	"username": "fake-user",	CODE
LOW	pkg/auth/requests/authenticate_test.go	982	Username: "fake-user",	CODE
LOW	pkg/auth/requests/authenticate_test.go	1131	assert.Contains(t, resp.Extras[common.UserAttributeUserName], "fake-user")	CODE
LOW	pkg/auth/requests/authenticate_test.go	1132	assert.Equal(t, "fake-user", resp.Identity.Username)	CODE
LOW	pkg/auth/requests/authenticate_test.go	1549	userPrincipalID := "fake_user://12345"	CODE
LOW	pkg/auth/requests/authenticate_test.go	1554	Username: "fake-user",	CODE
LOW	pkg/auth/requests/authenticate_test.go	1798	assert.Contains(t, resp.Extras[common.UserAttributeUserName], "fake-user")	CODE
LOW	pkg/auth/requests/authenticate_test.go	1799	assert.Equal(t, "fake-user", resp.Identity.Username)	CODE
LOW	pkg/auth/requests/authenticate_test.go	1834	userPrincipalID := "fake_user://12345"	CODE
LOW	pkg/auth/requests/authenticate_test.go	1839	Username: "fake-user",	CODE
LOW	pkg/auth/audit/user_test.go	83	{name: "smallest value wins", extra: map[string][]string{"username": {"user@example.com", "admin"}}, want: "admin"},	CODE
LOW	pkg/auth/audit/user_test.go	84	{name: "order does not matter", extra: map[string][]string{"username": {"admin", "user@example.com"}}, want: "admin"},	CODE
LOW	pkg/auth/audit/user_test.go	173	"u-external": {displayName: "Jane Doe"},	CODE
LOW	pkg/auth/audit/user_test.go	189	{name: "display name when the record has no username", resolver: resolver, user: User{Name: "u-external", withIdentity	CODE
LOW	pkg/auth/audit/user_test.go	366	return "", "Jane Doe", true	CODE
LOW	pkg/auth/audit/user_test.go	377	{name: "empty username is resolved", userName: "u-external", wantUsername: "Jane Doe"},	CODE
LOW⚡	pkg/auth/audit/default_test.go	64	Body: []byte(`{"password":"fake_password","user":"fake_user"}`),	CODE
LOW⚡	pkg/auth/audit/default_test.go	65	ExpectedBody: []byte(fmt.Sprintf(`{"password":"%s","user":"fake_user"}`, redacted)),	CODE
LOW⚡	pkg/auth/audit/default_test.go	70	Body: []byte(`{"Password":"fake_password","user":"fake_user"}`),	CODE
LOW⚡	pkg/auth/audit/default_test.go	71	ExpectedBody: []byte(fmt.Sprintf(`{"Password":"%s","user":"fake_user"}`, redacted)),	CODE
LOW⚡	pkg/auth/audit/default_test.go	76	Body: []byte(`{"password":"whatever you want","user":"fake_user"}`),	CODE
LOW⚡	pkg/auth/audit/default_test.go	77	ExpectedBody: []byte(fmt.Sprintf(`{"password":"%s","user":"fake_user"}`, redacted)),	CODE
LOW⚡	pkg/auth/audit/default_test.go	82	Body: []byte(`{"Password":"A whole bunch of \"\"}{()","user":"fake_user"}`),	CODE
LOW⚡	pkg/auth/audit/default_test.go	83	ExpectedBody: []byte(fmt.Sprintf(`{"Password":"%s","user":"fake_user"}`, redacted)),	CODE
LOW⚡	pkg/auth/audit/default_test.go	88	Body: []byte(`{"currentPassword":"something super secret","user":"fake_user"}`),	CODE
LOW⚡	pkg/auth/audit/default_test.go	89	ExpectedBody: []byte(fmt.Sprintf(`{"currentPassword":"%s","user":"fake_user"}`, redacted)),	CODE
LOW⚡	pkg/auth/audit/default_test.go	94	Body: []byte(`{"newPassword":"don't share this","user":"fake_user"}`),	CODE
LOW⚡	pkg/auth/audit/default_test.go	95	ExpectedBody: []byte(fmt.Sprintf(`{"newPassword":"%s","user":"fake_user"}`, redacted)),	CODE
LOW⚡	pkg/auth/audit/default_test.go	100	Body: []byte(`{"currentPassword":"fake_password","newPassword":"new_fake_password","user":"fake_user"}`),	CODE
LOW⚡	pkg/auth/audit/default_test.go	101	ExpectedBody: []byte(fmt.Sprintf(`{"currentPassword":"%s","newPassword":"%[1]s","user":"fake_user"}`, redacted)),	CODE
LOW⚡	pkg/auth/audit/default_test.go	106	Body: []byte(`{"user":"fake_user","user_info":"some information about the user","request_info":"some info abo	CODE
LOW⚡	pkg/auth/audit/default_test.go	107	ExpectedBody: []byte(`{"user":"fake_user","user_info":"some information about the user","request_info":"some info abo	CODE
LOW⚡	pkg/auth/audit/default_test.go	112	Body: []byte(`{"anotherPassword":"\"password\"","currentPassword":"password\":","newPassword":"newPassword\\\	CODE
LOW⚡	pkg/auth/audit/default_test.go	113	ExpectedBody: []byte(fmt.Sprintf(`{"anotherPassword":"%s","currentPassword":"%[1]s","newPassword":"%[1]s","shortPassw	CODE
LOW⚡	pkg/auth/audit/default_test.go	118	Body: []byte(`{"accessToken":"fake_access_token","user":"fake_user"}`),	CODE
LOW⚡	pkg/auth/audit/default_test.go	119	ExpectedBody: []byte(fmt.Sprintf(`{"accessToken":"%s","user":"fake_user"}`, redacted)),	CODE
LOW⚡	pkg/auth/audit/default_test.go	124	Body: []byte(`{"data":[{"accessToken":"fake_access_token","user":"fake_user"}]}`),	CODE
46 more matches not shown…

Hallucination Indicators6 hits · 60 pts

Severity	File	Line	Snippet	Context
CRITICAL	pkg/capr/planner/etcdrestore.go	745	if !deletingEtcdNode.Machine.Spec.Bootstrap.ConfigRef.IsDefined() {	CODE
CRITICAL	pkg/telemetry/telemetry.go	109	cpuQ := n.n.Status.InternalNodeStatus.Capacity.Cpu()	CODE
CRITICAL	pkg/telemetry/telemetry.go	117	memQ := n.n.Status.InternalNodeStatus.Capacity.Memory()	CODE
CRITICAL	pkg/controllers/managementuser/rbac/project_handler.go	141	_, err := p.m.workload.Management.Management.Projects(p.m.workload.ClusterName).Update(project)	CODE
CRITICAL	…/controllers/managementuser/rbac/legacy_crb_cleaner.go	35	grCache: m.workload.Management.Wrangler.Mgmt.GlobalRole().Cache(),	CODE
CRITICAL	…/controllers/managementuser/rbac/legacy_crb_cleaner.go	36	grbCache: m.workload.Management.Wrangler.Mgmt.GlobalRoleBinding().Cache(),	CODE

Excessive Try-Catch Wrapping9 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/scripts/list-ci-failures-for-pr.py	13	print("Error: GH_TOKEN environment variable not set")	CODE
LOW⚡	.github/scripts/list-ci-failures-for-pr.py	212	except Exception as exc:	CODE
MEDIUM⚡	.github/scripts/list-ci-failures-for-pr.py	214	print(f"Error processing job {job['name']}: {exc}")	CODE
MEDIUM⚡	.github/scripts/list-ci-failures-for-pr.py	223	print(f"Error fetching Pull Request details: {pr_response.status_code}")	CODE
MEDIUM	.github/scripts/list-ci-failures-for-pr.py	234	print(f"Error fetching workflow runs: {runs_response.status_code}")	CODE
LOW	.github/scripts/list-ci-failures-for-pr.py	267	except Exception as exc:	CODE
MEDIUM	.github/scripts/list-ci-failures-for-pr.py	269	print(f"Error processing workflow {workflow_name} attempt {attempt_num}: {exc}")	CODE
MEDIUM	.github/scripts/list-ci-failures-for-pr.py	299	print("Error: Repository not specified. Use --repo option or set the REPOSITORY environment variable")	CODE
MEDIUM	.github/scripts/list-ci-failures-for-pr.py	305	print("Error: Repository must be in the format 'owner/name'")	CODE

Structural Annotation Overuse8 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	tests/v2/integration/README.md	55	#### Step 1: Start a Rancher Server	COMMENT
LOW	tests/v2/integration/README.md	76	#### Step 2: Build and Run the Integration Setup	COMMENT
LOW	tests/v2/integration/README.md	103	#### Step 4: Run the Tests	COMMENT
LOW⚡	.github/scripts/resolve-provisioning-matrix.sh	10	# Step 1: if EXPLICIT_SCOPES is passed, immediately resolve those scopes. An explicit scope	COMMENT
LOW⚡	.github/scripts/resolve-provisioning-matrix.sh	21	# Step 3: print the picked scopes' test rows as {"include":[ ... ]}.	COMMENT
LOW	pkg/catalogv2/git/git_test.go	720	// Step 1: Clone and get HEAD (bootstrap)	COMMENT
LOW	pkg/catalogv2/git/git_test.go	731	// Step 2: Immediate Update() to sync with upstream	COMMENT
LOW	…ontrollers/capr/managesystemagent/managesystemagent.go	514	// Step 1: uninstall the system-agent bundle	COMMENT

Decorative Section Separators2 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	.github/scripts/resolve-provisioning-matrix.sh	2	# =============================================================================	COMMENT
MEDIUM⚡	.github/scripts/resolve-provisioning-matrix.sh	30	# =============================================================================	COMMENT

Verbosity Indicators5 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW⚡	.github/scripts/resolve-provisioning-matrix.sh	10	# Step 1: if EXPLICIT_SCOPES is passed, immediately resolve those scopes. An explicit scope	COMMENT
LOW⚡	.github/scripts/resolve-provisioning-matrix.sh	21	# Step 3: print the picked scopes' test rows as {"include":[ ... ]}.	COMMENT
LOW	pkg/catalogv2/git/git_test.go	720	// Step 1: Clone and get HEAD (bootstrap)	COMMENT
LOW	pkg/catalogv2/git/git_test.go	731	// Step 2: Immediate Update() to sync with upstream	COMMENT
LOW	…ontrollers/capr/managesystemagent/managesystemagent.go	514	// Step 1: uninstall the system-agent bundle	COMMENT

AI Slop Vocabulary3 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	pkg/settings/setting.go	130	SystemAgentInstallScript = NewSetting("system-agent-install-script", "https://github.com/rancher/system-agen	CODE
MEDIUM	pkg/auth/providers/keycloakoidc/keycloak_client.go	154	// you must have a group's id to utilize the keycloak by id search endpoint.	COMMENT
MEDIUM	pkg/capr/planner/registry.go	95	// we need to re-encode the auth block for containerd to leverage it properly.	COMMENT

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	chart/values.yaml	349	# Create a dynamic manifests via values:	COMMENT
MEDIUM	.github/scripts/provisioning-test-scopes.yaml	1	# This file is consumed by .github/scripts/resolve-provisioning-matrix.sh,	COMMENT

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	pkg/catalogv2/content/content.go	6	- Auto-generated code by Wrangler, encapsulated in high-level functions.	CODE

Redundant / Tautological Comments3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	chart/values.yaml	193	# Set priorityClassName to avoid eviction	COMMENT
LOW	scripts/only-ui-bumps.sh	6	# Check if there is only one changed file and if its 'package/Dockerfile'	COMMENT
LOW	scripts/only-ui-bumps.sh	9	# Check if only CATTLE_DASHBOARD_UI_VERSION is changed in 'package/Dockerfile'	COMMENT

Deep Nesting2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	.github/scripts/list-ci-failures-for-pr.py	187		CODE
LOW	.github/scripts/list-ci-failures-for-pr.py	218		CODE

rancher/rancher

Open-Source Code Quality, Security and Technical Debt Review