1.9

Adjusted Signal

1.9

Raw Pattern Score

100%

Time Factor

2026-07-15

Last Push

17.1K

Stars

Language

165.1K

Lines of Code

829

Files

243

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 7.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 210 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 6 finding(s).

Agent Over-Engineering Ratio 1.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 28 finding(s).

PR Review Velocity Impact 9.0/100 · LOW

Which changes need focused human review? 243 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 0MEDIUM 35LOW 208

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 243 distinct pattern matches across 17 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 Block103 hits · 103 pts

Severity	File	Line	Snippet	Context
LOW	tools/cmd/dependencyverifier/dependencyverifier.go	221		COMMENT
LOW	staging/src/kubesphere.io/client-go/rest/config.go	81	// UserAgent is an optional field that specifies the caller of this request.	COMMENT
LOW	staging/src/kubesphere.io/client-go/rest/config.go	261	// "application/json" is used.	COMMENT
LOW	staging/src/kubesphere.io/client-go/rest/with_retry.go	61	// - we need to seek to the beginning of the request body before we	COMMENT
LOW	staging/src/kubesphere.io/client-go/rest/with_retry.go	81		COMMENT
LOW	staging/src/kubesphere.io/client-go/rest/with_retry.go	121	// retry after parameters that pertain to the attempt that is to	COMMENT
LOW	…aging/src/kubesphere.io/client-go/rest/request_test.go	3061	sleeps []string	COMMENT
LOW	staging/src/kubesphere.io/client-go/rest/request.go	1241	klogV.Infof("%s:\n%s", prefix, truncateBody(hex.Dump(body)))	COMMENT
LOW	staging/src/kubesphere.io/client-go/rest/client.go	61	// This value will be set as the Accept header on requests made to the server if	COMMENT
LOW	staging/src/kubesphere.io/client-go/rest/client.go	161	// resp, err := c.Verb("GET").	COMMENT
LOW	staging/src/kubesphere.io/api/cluster/v1alpha1/types.go	81	// Should provide this field explicitly if connection type is direct.	COMMENT
LOW	…/src/kubesphere.io/api/extensions/v1alpha1/upstream.go	21	// +optional	COMMENT
LOW	staging/src/kubesphere.io/api/iam/v1alpha2/types.go	101	Email string `json:"email"`	COMMENT
LOW	staging/src/kubesphere.io/api/iam/v1alpha2/types.go	121	// So we adopted an alternative scheme to achieve.	COMMENT
LOW	staging/src/kubesphere.io/api/iam/v1beta1/types.go	61	// Unique email address(https://www.ietf.org/rfc/rfc5322.txt).	COMMENT
LOW	staging/src/kubesphere.io/api/iam/v1beta1/types.go	81	// But in Go, we don't have ?= (back tracking) capability in regexp (also in CRD validation pattern)	COMMENT
LOW	staging/src/kubesphere.io/api/iam/v1beta1/types.go	341		COMMENT
LOW	staging/src/kubesphere.io/api/iam/v1beta1/types.go	361	func (t ExtraValue) String() string {	COMMENT
LOW	staging/src/kubesphere.io/api/iam/v1beta1/types.go	381	// Group is the API Group of the Resource. "*" means all.	COMMENT
LOW	staging/src/kubesphere.io/api/iam/v1beta1/types.go	401	// +optional	COMMENT
LOW	staging/src/kubesphere.io/api/application/v2/types.go	101	}	COMMENT
LOW	test/e2e/framework/log.go	61	// PrunedStack is a wrapper around debug.Stack() that removes information	COMMENT
LOW	config/ks-core/values.yaml	1	## @param global.imageRegistry Global Docker image registry	COMMENT
LOW	config/ks-core/values.yaml	341	size: 5Gi	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	101	resources: {}	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	141		COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	181	## Whether the haproxy pods should be forced to run on separate nodes.	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	221	# name: my-redis-client-namespace	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	341	# - name: empty	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	401	# customConfig: \|-	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	441		COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	481	##	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	521	# Address/Host for Redis instance. Default: localhost	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	541	# -- More info about Redis Lua scripting: https://redis.io/commands/eval	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	561	# When set true then use a ServiceMonitor to configure scraping	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	621	resources: {}	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	641	# secretName: tls-secret	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	681	# prometheusRule.enabled -- If true, creates a Prometheus Operator PrometheusRule.	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	721	## user defines ingress rules that Redis should permit into	COMMENT
LOW	config/ks-core/charts/ks-crds/Chart.yaml	1	apiVersion: v2	COMMENT
LOW	config/ks-core/charts/ks-crds/Chart.yaml	21	# incremented each time you make changes to the application. Versions are not expected to	COMMENT
LOW	hack/update-vendor-licenses.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/update-vendor.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/verify-gofmt.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/generate_group.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/test-go.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/verify-licenses.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/pin-dependency.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/verify-vendor-licenses.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/lint-dependencies.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/update-internal-modules.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/update-goimports.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/verify-spelling.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/update-gofmt.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/verify-all.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/verify-shellcheck.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/boilerplate.go.txt	1	// Copyright 2025 The KubeSphere Authors.	COMMENT
LOW	hack/verify-goimports.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/make-rules/make-help.sh	1	#!/usr/bin/env bash	COMMENT
LOW	hack/make-rules/verify.sh	1	#!/usr/bin/env bash	COMMENT
43 more matches not shown…

Structural Annotation Overuse76 hits · 88 pts

Severity	File	Line	Snippet	Context
LOW	skills/wiztelemetry-tracing/SKILL.md	40	#### Step 1: Get Available Clusters and Confirm Target	COMMENT
LOW	skills/wiztelemetry-tracing/SKILL.md	61	#### Step 2: Get Latest Version (if not provided by user)	COMMENT
LOW	skills/wiztelemetry-tracing/SKILL.md	71	#### Step 3: Get Generator Endpoint	COMMENT
LOW	skills/wiztelemetry-tracing/SKILL.md	94	#### Step 4: Confirm Configuration with User	COMMENT
LOW	skills/wiztelemetry-tracing/SKILL.md	110	#### Step 5: Create InstallPlan	COMMENT
LOW	skills/kubeeye/SKILL.md	130	### Step 1: Detect and Select Version	COMMENT
LOW	skills/kubeeye/SKILL.md	147	### Step 2: Generate and Apply InstallPlan	COMMENT
LOW⚡	skills/kubeeye/SKILL.md	169	### Step 1: Import Rules	COMMENT
LOW⚡	skills/kubeeye/SKILL.md	179	### Step 2: Create InspectPlan	COMMENT
LOW⚡	skills/kubeeye/SKILL.md	187	### Step 3: Monitor InspectTask	COMMENT
LOW	skills/kubeeye/SKILL.md	199	### Step 4: View InspectResult	COMMENT
LOW	skills/whizard-events/SKILL.md	36	#### Step 1: Get Available Clusters and Confirm Target	COMMENT
LOW	skills/whizard-events/SKILL.md	57	#### Step 2: Get Latest Version (if not provided by user)	COMMENT
LOW	skills/kubesphere-servicemesh/SKILL.md	31	### Step 1: Detect and Select Version	COMMENT
LOW	skills/kubesphere-servicemesh/SKILL.md	55	### Step 2: Detect and Select Clusters	COMMENT
LOW	skills/kubesphere-servicemesh/SKILL.md	83	### Step 3: Check gateway-api Compatibility	COMMENT
LOW	skills/kubesphere-servicemesh/SKILL.md	99	### Step 4: Generate and Apply InstallPlan	COMMENT
LOW	skills/whizard-notification/SKILL.md	110	#### Step 1: Get Latest Version (if not provided by user)	COMMENT
LOW	skills/whizard-notification/SKILL.md	119	#### Step 2: Create InstallPlan	COMMENT
LOW	skills/kubesphere-gateway-api/SKILL.md	79	### Step 1: Detect and Select Version	COMMENT
LOW	skills/kubesphere-gateway-api/SKILL.md	104	### Step 2: Detect and Select Clusters	COMMENT
LOW	skills/kubesphere-gateway-api/SKILL.md	132	### Step 3: Generate and Apply InstallPlan	COMMENT
LOW	skills/whizard-telemetry-ruler/SKILL.md	41	#### Step 1: Get Available Clusters and Confirm Target	COMMENT
LOW	skills/whizard-telemetry-ruler/SKILL.md	62	#### Step 2: Get Latest Version (if not provided by user)	COMMENT
LOW	skills/whizard-telemetry-ruler/SKILL.md	72	#### Step 3: Get AlertManager Host (if configuring sink)	COMMENT
LOW	skills/whizard-auditing/SKILL.md	35	#### Step 1: Get Available Clusters and Confirm Target	COMMENT
LOW	skills/whizard-auditing/SKILL.md	56	#### Step 2: Get Latest Version (if not provided by user)	COMMENT
LOW	skills/kubesphere-devops-credentials/SKILL.md	348	# Step 1: Create credential for Git access	STRING
LOW	skills/kubesphere-devops-credentials/SKILL.md	361	# Step 2: Create GitRepository linking repo + credential	STRING
LOW	skills/kubesphere-devops-credentials/SKILL.md	375	# Step 3: Create multi-branch pipeline using GitRepository	STRING
LOW	skills/kubesphere-devops-credentials/SKILL.md	396	# Step 1: Create credential (basic-auth for token)	STRING
LOW	skills/kubesphere-devops-credentials/SKILL.md	408	# Step 2: Create GitRepository	STRING
LOW	skills/kubesphere-devops-credentials/SKILL.md	418	# Step 3: Create ArgoCD Application referencing the repository	STRING
LOW⚡	skills/kubesphere-devops-pipeline/SKILL.md	902	# Step 1: Get parameters	STRING
LOW⚡	skills/kubesphere-devops-pipeline/SKILL.md	910	# Step 2: Ask user for values (or use defaults)	STRING
LOW⚡	skills/kubesphere-devops-pipeline/SKILL.md	913	# Step 3: Build and trigger with parameters	STRING
LOW⚡	skills/kubesphere-devops-pipeline/SKILL.md	938	# Step 1: List branches	STRING
LOW⚡	skills/kubesphere-devops-pipeline/SKILL.md	944	# Step 2: User selects branch (example: main)	STRING
LOW⚡	skills/kubesphere-devops-pipeline/SKILL.md	947	# Step 3: Trigger build	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	648	### Step 1: Get Pipeline Definition and Extract Parameters	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	690	### Step 2: Trigger Pipeline with Parameters	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	723	# Step 1: Get pipeline definition and check for parameters	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	737	# Step 2: Trigger with parameters	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	759	### Step 1: List Available Branches	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	773	### Step 2: Ask User Which Branch to Build	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	778	### Step 3: Trigger Build on Selected Branch	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	799	#### Step 1: Get Available Parameters	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	856	#### Step 2: Build Parameters Array	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	880	#### Step 3: Trigger Build with Parameters	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	1021	### Step 1: Get Node Details to Find Input Step	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	1062	### Step 2: Approve or Reject the Input Step	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	1101	# Step 1: Get nodedetails and extract input information	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	1114	# Step 2: Approve the step	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	1120	# Step 3: Verify the pipeline continues	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	1134	### Step 1: Get Jenkins PipelineRun ID	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	1158	### Step 2: Fetch Logs	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	1183	### Step 1: List Artifacts	STRING
LOW	skills/kubesphere-devops-pipeline/SKILL.md	1205	### Step 2: Download Artifact	STRING
LOW	skills/kubesphere-gateway/SKILL.md	55	### Step 1: Detect and Select Version	COMMENT
LOW	skills/kubesphere-gateway/SKILL.md	79	### Step 2: Detect and Select Clusters	COMMENT
16 more matches not shown…

Excessive Try-Catch Wrapping24 hits · 51 pts

Severity	File	Line	Snippet	Context
MEDIUM	…egration-yaml/scripts/generate_frontend_integration.py	590	print(f"Error: {error}", file=sys.stderr)	CODE
MEDIUM⚡	skills/nodegroup/scripts/nodegroup_api.py	73	print(f"Error: Failed to get token. HTTP {response.status_code}", file=sys.stderr)	CODE
MEDIUM⚡	skills/nodegroup/scripts/nodegroup_api.py	80	print("Error: No access_token in response", file=sys.stderr)	CODE
MEDIUM⚡	skills/nodegroup/scripts/nodegroup_api.py	87	print(f"Error: {exc}", file=sys.stderr)	CODE
MEDIUM	skills/nodegroup/scripts/nodegroup_api.py	100	print("Error: No token available. Run `login` first or set KUBESPHERE_TOKEN.", file=sys.stderr)	CODE
MEDIUM	skills/nodegroup/scripts/nodegroup_api.py	127	print("Error: PATCH requests must use a JSON Patch array body.", file=sys.stderr)	CODE
MEDIUM	skills/nodegroup/scripts/nodegroup_api.py	144	print(f"Error: {exc}", file=sys.stderr)	CODE
MEDIUM	skills/nodegroup/scripts/nodegroup_api.py	153	print(f"Error: HTTP {response.status_code}", file=sys.stderr)	CODE
MEDIUM	skills/nodegroup/scripts/nodegroup_api.py	181	print(f"Error: Invalid JSON body: {exc}", file=sys.stderr)	CODE
MEDIUM	skills/nodegroup/scripts/nodegroup_api.py	218	print("Error: patch requires at least one of --alias, --description, --manager", file=sys.stderr)	CODE
MEDIUM	skills/kubesphere-core/scripts/ks_api.py	77	print(f"Error: Failed to get token. HTTP {response.status_code}", file=sys.stderr)	CODE
MEDIUM	skills/kubesphere-core/scripts/ks_api.py	85	print("Error: No access_token in response", file=sys.stderr)	CODE
MEDIUM	skills/kubesphere-core/scripts/ks_api.py	96	print(f"Error: {e}", file=sys.stderr)	CODE
MEDIUM	skills/kubesphere-core/scripts/ks_api.py	179	print("Error: No token available. Use --login to get a new token.", file=sys.stderr)	CODE
MEDIUM	skills/kubesphere-core/scripts/ks_api.py	209	print(f"Error: Invalid JSON body: {e}", file=sys.stderr)	CODE
MEDIUM	skills/kubesphere-core/scripts/ks_api.py	232	print(f"Error: HTTP {response.status_code}", file=sys.stderr)	CODE
MEDIUM	skills/kubesphere-core/scripts/ks_api.py	239	print(f"Error: {e}", file=sys.stderr)	CODE
MEDIUM	…s/kubesphere-multi-tenant-management/scripts/ks_api.py	77	print(f"Error: Failed to get token. HTTP {response.status_code}", file=sys.stderr)	CODE
MEDIUM	…s/kubesphere-multi-tenant-management/scripts/ks_api.py	85	print("Error: No access_token in response", file=sys.stderr)	CODE
MEDIUM	…s/kubesphere-multi-tenant-management/scripts/ks_api.py	96	print(f"Error: {e}", file=sys.stderr)	CODE
MEDIUM	…s/kubesphere-multi-tenant-management/scripts/ks_api.py	179	print("Error: No token available. Use --login to get a new token.", file=sys.stderr)	CODE
MEDIUM	…s/kubesphere-multi-tenant-management/scripts/ks_api.py	209	print(f"Error: Invalid JSON body: {e}", file=sys.stderr)	CODE
MEDIUM	…s/kubesphere-multi-tenant-management/scripts/ks_api.py	232	print(f"Error: HTTP {response.status_code}", file=sys.stderr)	CODE
MEDIUM	…s/kubesphere-multi-tenant-management/scripts/ks_api.py	239	print(f"Error: {e}", file=sys.stderr)	CODE

Redundant / Tautological Comments11 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	config/ks-core/charts/redis-ha/values.yaml	149	# Set path to redis-exporter telemtery-path	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	526	## Set this to true if you want to connect to redis tls port	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	567	# Set path to redis-exporter telemtery-path	COMMENT
LOW	config/ks-core/charts/redis-ha/values.yaml	662	# Set existingSecret to true to use secret specified in existingSecret above	COMMENT
LOW	config/ks-core/templates/post-patch-user-job.yaml	32	# Check if variables are not empty and not <none>	COMMENT
LOW	hack/lint-dependencies.sh	46	# Check if unwanted dependencies are removed	COMMENT
LOW	hack/lib/version.sh	60	# Check if the tree is dirty. default to dirty	COMMENT
LOW	hack/lib/util.sh	667	# Check if we have "docker buildx" commands available	COMMENT
LOW	hack/lib/util.sh	680	# Check if we are using a supported bash version	COMMENT
LOW	skills/kubesphere-core/scripts/ks_api.py	47	# Check if token expired	COMMENT
LOW	…s/kubesphere-multi-tenant-management/scripts/ks_api.py	47	# Check if token expired	COMMENT

Self-Referential Comments4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	hack/verify-licenses.sh	36	# Creating a new repository tree	COMMENT
MEDIUM	hack/lib/util.sh	130	# Create a temp dir that'll be deleted at the end of this bash session.	COMMENT
MEDIUM	hack/lib/util.sh	626	# Create a temp dir for cfssl if no directory was given	COMMENT
MEDIUM	.github/workflows/sync-helm-chart.yaml	64	# Create a PR in the kubesphere/helm-charts repository	COMMENT

AI Slop Vocabulary4 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	config/ks-core/charts/redis-ha/values.yaml	242	# You can now use securityContext.sysctls to leverage this capability	COMMENT
LOW	hack/lib/golang.sh	507	# * We can't just set GOBIN because that does not work on cross-compiles.	COMMENT
LOW	hack/lib/golang.sh	572	# Ideally this wouldn't be necessary and we could just set GOBIN to	COMMENT
MEDIUM	pkg/kapis/oauth/handler.go	361	// Communication with the Token Endpoint is required to utilize TLS for security.	COMMENT

Decorative Section Separators3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	hack/lib/golang.sh	90	# ------------	COMMENT
MEDIUM	hack/lib/golang.sh	99	# ------------	COMMENT
MEDIUM	hack/lib/version.sh	17	# -----------------------------------------------------------------------------	COMMENT

Modern AI Meta-Vocabulary2 hits · 5 pts

Severity	File	Line	Snippet	Context
MEDIUM	CHANGELOG/CHANGELOG-3.4.0.md	7	- [Gateway and Microservice](#gateway-and-microservice)	CODE
MEDIUM	docs/roadmap.md	51	### microservice	COMMENT

Fake / Example Data5 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	skills/whizard-notification/SKILL.md	284	"to": ["user@example.com"],	CODE
LOW	skills/whizard-notification/SKILL.md	311	"to": ["user@example.com"],	CODE
LOW	skills/whizard-notification/SKILL.md	463	"to": ["user@example.com", "admin@example.com"],	CODE
LOW	skills/whizard-notification/SKILL.md	463	"to": ["user@example.com", "admin@example.com"],	CODE
LOW	skills/kubesphere-devops-pipeline/SKILL.md	701	{"name": "PERSON", "value": "John Doe"},	STRING

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	hack/update-vendor-licenses.sh	19	# Usage:	COMMENT
LOW	hack/lib/util.sh	779	# Example usage:	COMMENT

Verbosity Indicators2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	kube/plugin/pkg/admission/resourcequota/controller.go	360	// if a resource is consumed, we need to check if it matches on the limited resource list.	COMMENT
LOW	pkg/utils/directives/rewrite.go	96	// before continuing, we need to check if a query string	COMMENT

Deep Nesting2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	…egration-yaml/scripts/generate_frontend_integration.py	268		CODE
LOW	…egration-yaml/scripts/generate_frontend_integration.py	514		CODE

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	staging/src/kubesphere.io/client-go/rest/request.go	1136	// TODO: Add test for this. Steps may be:	COMMENT

Slop Phrases1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	hack/update-vendor.sh	338	kube::log::status "NOTE: don't forget to handle vendor/* and LICENSE/* files that were added or removed" >&11	CODE

Hyper-Verbose Identifiers1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…egration-yaml/scripts/generate_frontend_integration.py	125	def create_update_time_column() -> dict[str, Any]:	CODE

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	skills/nodegroup/scripts/nodegroup_api.py	174	def handle_request(args: argparse.Namespace) -> None:	CODE

Unused Imports1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	skills/nodegroup/scripts/nodegroup_api.py	25		CODE

kubesphere/kubesphere

Open-Source Code Quality, Security and Technical Debt Review