1.9

Adjusted Signal

1.9

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

81.2K

Stars

Language

4.5M

Lines of Code

13.2K

Files

5.7K

Pattern Hits

2026-10-31

Scan Date

0.01

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 5.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 4584 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.8/100 · LOW

Are imports declared and package/API names verified? 370 finding(s).

Agent Over-Engineering Ratio 3.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1611 finding(s).

PR Review Velocity Impact 8.9/100 · LOW

Which changes need focused human review? 5707 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 66HIGH 127MEDIUM 688LOW 4826

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 5707 distinct pattern matches across 24 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 Block3353 hits · 3254 pts

Severity	File	Line	Snippet	Context
LOW	netdata-installer.sh	621	fi	COMMENT
LOW	CMakeLists.txt	1	# SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	CMakeLists.txt	21	# configured as a subdirectory, and the first writer wins.	COMMENT
LOW	CMakeLists.txt	61	netdata_fixup_system_processor()	COMMENT
LOW	CMakeLists.txt	141	" HAVE_OSLOG_STORE)	COMMENT
LOW	CMakeLists.txt	241		COMMENT
LOW	packaging/check-for-go-toolchain.sh	1	#!/bin/sh	COMMENT
LOW	packaging/check-for-go-toolchain.sh	41	fi	COMMENT
LOW	packaging/cliff.toml	21		COMMENT
LOW	packaging/cliff.toml	41	[git]	COMMENT
LOW	packaging/build-package.sh	221	# distro's own optimization and hardening flags. Reproduce that	COMMENT
LOW	packaging/tools/automation/mcp/netdata_mcp/runtime.py	141	},	COMMENT
LOW	packaging/tools/automation/mcp/netdata_mcp/runtime.py	361	doc["logs"] = logs	COMMENT
LOW	packaging/utils/coverity-scan.sh	1	#!/usr/bin/env bash	COMMENT
LOW	packaging/windows/package-windows.sh	121	#${GITHUB_ACTIONS+echo "::group::CAB file"}	COMMENT
LOW	packaging/installer/netdata-updater.sh	1	#!/bin/sh	COMMENT
LOW	packaging/installer/netdata-updater.sh	301	}	COMMENT
LOW	packaging/makeself/makeself.sh	1	#!/bin/sh	COMMENT
LOW	packaging/makeself/post-installer.sh	1	#!/bin/sh	COMMENT
LOW	packaging/makeself/jobs/81-netdata-runtime-check.sh	201	trap - EXIT	COMMENT
LOW	tests/system-info-windows-test.py	41	typedef unsigned int UINT;	COMMENT
LOW	tests/spawn-server-tests.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tests/acls/netdata.cfg	1	# netdata configuration	COMMENT
LOW	tests/acls/netdata.ssl.cfg	1	# netdata configuration	COMMENT
LOW	tests/manual/spawn-termination-macos.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tests/manual/spawn-termination-macos.sh	21	# netdata stops a spawned child by closing its stdio: the child's next write hits a pipe with no	COMMENT
LOW	tests/manual/spawn-termination-macos.sh	41	# powermetrics that is already running and streaming.	COMMENT
LOW	tests/manual/spawn-termination-macos.sh	81	READ_TIMEOUT="${READ_TIMEOUT:-8}"	COMMENT
LOW	tests/profile/benchmark-line-parsing.c	121	#define NUMBER1 "12345678901234"	COMMENT
LOW	tests/nd-run/tree_probe.c	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/nd-run/probe.c	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/case028_rategaps_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/case028_rategaps_test.go	181	// CASE-028b: a window that cuts stored records still totals what those	COMMENT
LOW	tests/query-corpus/selectors_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/case016_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/case023_gaps_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/layer7_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/weights_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/weights_test.go	21	// Weight normalization (spread_results_evenly): applied UNLESS	COMMENT
LOW	tests/query-corpus/case017_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/case027_incremental_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/layer6_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/layer6_test.go	621	// TestLayer6TwoPassPercentage pins percentage as the PASS-2 aggregation.	COMMENT
LOW	tests/query-corpus/case039_sparse_hot_edge_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/case023_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/case015_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/layer10_invariants_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/layer10_invariants_test.go	61	// value; a forecast extrapolates past both ends)	COMMENT
LOW	tests/query-corpus/layer10_invariants_test.go	81	// denominator is TIME; percentage-of-samples answers about samples, so	COMMENT
LOW	tests/query-corpus/layer10_invariants_test.go	181	// the data: outward alignment legitimately puts a boundary bucket	COMMENT
LOW	tests/query-corpus/layer10_invariants_test.go	801	t.Logf("%d groupings classified", len(r.Order))	COMMENT
LOW	tests/query-corpus/layer10_invariants_test.go	1161		COMMENT
LOW	tests/query-corpus/layer10_invariants_test.go	1221	}	COMMENT
LOW	tests/query-corpus/layer10_invariants_test.go	1621	// defect walked straight through it.	COMMENT
LOW	tests/query-corpus/layer10_invariants_test.go	1781	}	COMMENT
LOW	tests/query-corpus/layer4_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/updateevery_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/updateevery_test.go	201	// one exact match already discriminates the /ue divisor (a wrong	COMMENT
LOW	tests/query-corpus/layer5_test.go	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	tests/query-corpus/layer5_test.go	421		COMMENT
3293 more matches not shown…

Decorative Section Separators613 hits · 1863 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	netdata-installer.sh	809	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	netdata-installer.sh	812	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	netdata-installer.sh	822	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	netdata-installer.sh	825	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	netdata-installer.sh	832	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	netdata-installer.sh	842	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	netdata-installer.sh	851	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	33	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	42	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	57	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	91	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	111	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	585	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	608	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	623	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	692	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	699	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	711	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	895	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	1130	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	1140	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	1169	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	1188	# -------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	1234	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	1265	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	1275	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	1297	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	1301	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	netdata-installer.sh	1332	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	packaging/tools/automation/mcp/tests/test_journal.py	16	# ── _parse_ppid ───────────────────────────────────────────────	COMMENT
MEDIUM⚡	packaging/tools/automation/mcp/tests/test_journal.py	39	# ── syslog_identifier ─────────────────────────────────────────	COMMENT
MEDIUM⚡	packaging/tools/automation/mcp/tests/test_journal.py	49	# ── resolve_pid (monkeypatched process tree) ──────────────────	COMMENT
MEDIUM⚡	packaging/tools/automation/mcp/tests/test_journal.py	187	# ── component enum stays in sync with journal.SOURCES ─────────	COMMENT
MEDIUM⚡	packaging/tools/automation/mcp/tests/test_journal.py	194	# ── journal availability gate ─────────	COMMENT
MEDIUM	packaging/tools/automation/mcp/tests/test_journal.py	88	# ── read_logs (monkeypatched subprocess) ──────────────────────	COMMENT
MEDIUM	packaging/tools/automation/mcp/tests/test_streams.py	7	# ── command builders (pure) ─────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packaging/tools/automation/mcp/tests/test_streams.py	127	# ── StreamRegistry lifecycle (real subprocess, harmless commands) ────────────────	COMMENT
MEDIUM⚡	packaging/tools/automation/mcp/tests/test_bearer.py	23	# ── env reading ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packaging/tools/automation/mcp/tests/test_bearer.py	34	# ── expiry heuristic ───────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packaging/tools/automation/mcp/tests/test_bearer.py	58	# ── identity extraction ────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packaging/tools/automation/mcp/tests/test_bearer.py	76	# ── resolve flow (with monkeypatched IO) ───────────────────────────────────────	COMMENT
MEDIUM⚡	packaging/tools/automation/mcp/tests/test_bearer.py	129	# ── token-safety contract ──────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	…ckaging/tools/automation/mcp/tests/test_mint_bearer.py	66	# ── tool body (_mint_bearer) branches ───────────────────────────────────────────	COMMENT
MEDIUM	packaging/tools/automation/mcp/netdata_mcp/profiles.py	13	# ── curated plugin/feature set (shared by both profiles) ─────────────────────	COMMENT
MEDIUM	packaging/tools/automation/mcp/netdata_mcp/profiles.py	52	# ── warning flags ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packaging/tools/automation/mcp/scripts/setup_mcp.py	73	# ── claim credentials ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packaging/tools/automation/mcp/scripts/setup_mcp.py	100	# ── cloud credentials ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packaging/tools/automation/mcp/scripts/setup_mcp.py	125	# ── opencode ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packaging/tools/automation/mcp/scripts/setup_mcp.py	172	# ── Claude Code ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packaging/tools/automation/mcp/scripts/setup_mcp.py	213	# ── entry ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packaging/installer/kickstart-ng.sh	7	# ======================================================================	COMMENT
MEDIUM	packaging/installer/kickstart-ng.sh	28	# ======================================================================	COMMENT
MEDIUM	packaging/installer/kickstart-ng.sh	43	# ======================================================================	COMMENT
MEDIUM	packaging/installer/kickstart-ng.sh	62	# ======================================================================	COMMENT
MEDIUM	packaging/installer/kickstart-ng.sh	102	# ======================================================================	COMMENT
MEDIUM	packaging/installer/kickstart-ng.sh	112	# ======================================================================	COMMENT
MEDIUM	packaging/installer/kickstart-ng.sh	182	# ======================================================================	COMMENT
MEDIUM	packaging/installer/kickstart-ng.sh	241	# ======================================================================	COMMENT
MEDIUM	packaging/installer/kickstart-ng.sh	393	# ======================================================================	COMMENT
MEDIUM	packaging/installer/kickstart-ng.sh	1188	# ======================================================================	COMMENT
553 more matches not shown…

Hallucination Indicators66 hits · 945 pts

Severity	File	Line	Snippet	Context
CRITICAL	src/crates/netflow-plugin/src/plugin_config_tests.rs	135	cfg.enrichment.routing_dynamic.bioris.ris_instances.push(	CODE
CRITICAL	src/crates/netflow-plugin/src/plugin_config_tests.rs	151	cfg.enrichment.routing_dynamic.bioris.ris_instances.push(	CODE
CRITICAL	src/crates/netflow-plugin/src/plugin_config_tests.rs	172	cfg.enrichment.routing_dynamic.bioris.ris_instances.push(	CODE
CRITICAL	…flow-plugin/src/plugin_config/validation/enrichment.rs	81	if cfg.enrichment.routing_dynamic.bmp.keep.is_zero() {	CODE
CRITICAL	…flow-plugin/src/plugin_config/validation/enrichment.rs	109	if cfg.enrichment.routing_dynamic.bioris.timeout.is_zero() {	CODE
CRITICAL	…flow-plugin/src/plugin_config/validation/enrichment.rs	112	if cfg.enrichment.routing_dynamic.bioris.refresh.is_zero() {	CODE
CRITICAL⚡	…/go/plugin/go.d/collector/powerstore/collect_volume.go	25	c.mx.volume.perf.readIops.WithLabelValues(name).Observe(last.AvgReadIops)	CODE
CRITICAL⚡	…/go/plugin/go.d/collector/powerstore/collect_volume.go	26	c.mx.volume.perf.writeIops.WithLabelValues(name).Observe(last.AvgWriteIops)	CODE
CRITICAL⚡	…/go/plugin/go.d/collector/powerstore/collect_volume.go	27	c.mx.volume.perf.readBandwidth.WithLabelValues(name).Observe(last.AvgReadBandwidth)	CODE
CRITICAL⚡	…/go/plugin/go.d/collector/powerstore/collect_volume.go	28	c.mx.volume.perf.writeBandwidth.WithLabelValues(name).Observe(last.AvgWriteBandwidth)	CODE
CRITICAL⚡	…/go/plugin/go.d/collector/powerstore/collect_volume.go	29	c.mx.volume.perf.avgReadLatency.WithLabelValues(name).Observe(last.AvgReadLatency)	CODE
CRITICAL⚡	…/go/plugin/go.d/collector/powerstore/collect_volume.go	30	c.mx.volume.perf.avgWriteLatency.WithLabelValues(name).Observe(last.AvgWriteLatency)	CODE
CRITICAL⚡	…/go/plugin/go.d/collector/powerstore/collect_volume.go	31	c.mx.volume.perf.avgLatency.WithLabelValues(name).Observe(last.AvgLatency)	CODE
CRITICAL⚡	…c/go/plugin/go.d/collector/powerstore/collect_ports.go	31	c.mx.fcPort.perf.readIops.WithLabelValues(name).Observe(last.AvgReadIops)	CODE
CRITICAL⚡	…c/go/plugin/go.d/collector/powerstore/collect_ports.go	32	c.mx.fcPort.perf.writeIops.WithLabelValues(name).Observe(last.AvgWriteIops)	CODE
CRITICAL⚡	…c/go/plugin/go.d/collector/powerstore/collect_ports.go	33	c.mx.fcPort.perf.readBandwidth.WithLabelValues(name).Observe(last.AvgReadBandwidth)	CODE
CRITICAL⚡	…c/go/plugin/go.d/collector/powerstore/collect_ports.go	34	c.mx.fcPort.perf.writeBandwidth.WithLabelValues(name).Observe(last.AvgWriteBandwidth)	CODE
CRITICAL⚡	…c/go/plugin/go.d/collector/powerstore/collect_ports.go	35	c.mx.fcPort.perf.avgReadLatency.WithLabelValues(name).Observe(last.AvgReadLatency)	CODE
CRITICAL⚡	…c/go/plugin/go.d/collector/powerstore/collect_ports.go	36	c.mx.fcPort.perf.avgWriteLatency.WithLabelValues(name).Observe(last.AvgWriteLatency)	CODE
CRITICAL⚡	…c/go/plugin/go.d/collector/powerstore/collect_ports.go	37	c.mx.fcPort.perf.avgLatency.WithLabelValues(name).Observe(last.AvgLatency)	CODE
CRITICAL⚡	…plugin/go.d/collector/powerstore/collect_filesystem.go	25	c.mx.fileSystem.perf.readIops.WithLabelValues(name).Observe(last.AvgReadIops)	CODE
CRITICAL⚡	…plugin/go.d/collector/powerstore/collect_filesystem.go	26	c.mx.fileSystem.perf.writeIops.WithLabelValues(name).Observe(last.AvgWriteIops)	CODE
CRITICAL⚡	…plugin/go.d/collector/powerstore/collect_filesystem.go	27	c.mx.fileSystem.perf.readBandwidth.WithLabelValues(name).Observe(last.AvgReadBandwidth)	CODE
CRITICAL⚡	…plugin/go.d/collector/powerstore/collect_filesystem.go	28	c.mx.fileSystem.perf.writeBandwidth.WithLabelValues(name).Observe(last.AvgWriteBandwidth)	CODE
CRITICAL⚡	…plugin/go.d/collector/powerstore/collect_filesystem.go	29	c.mx.fileSystem.perf.avgReadLatency.WithLabelValues(name).Observe(last.AvgReadLatency)	CODE
CRITICAL⚡	…plugin/go.d/collector/powerstore/collect_filesystem.go	30	c.mx.fileSystem.perf.avgWriteLatency.WithLabelValues(name).Observe(last.AvgWriteLatency)	CODE
CRITICAL⚡	…plugin/go.d/collector/powerstore/collect_filesystem.go	31	c.mx.fileSystem.perf.avgLatency.WithLabelValues(name).Observe(last.AvgLatency)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/powerstore/collect_node.go	25	c.mx.node.perf.readIops.WithLabelValues(name).Observe(last.AvgReadIops)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/powerstore/collect_node.go	26	c.mx.node.perf.writeIops.WithLabelValues(name).Observe(last.AvgWriteIops)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/powerstore/collect_node.go	27	c.mx.node.perf.readBandwidth.WithLabelValues(name).Observe(last.AvgReadBandwidth)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/powerstore/collect_node.go	28	c.mx.node.perf.writeBandwidth.WithLabelValues(name).Observe(last.AvgWriteBandwidth)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/powerstore/collect_node.go	29	c.mx.node.perf.avgReadLatency.WithLabelValues(name).Observe(last.AvgReadLatency)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/powerstore/collect_node.go	30	c.mx.node.perf.avgWriteLatency.WithLabelValues(name).Observe(last.AvgWriteLatency)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/powerstore/collect_node.go	31	c.mx.node.perf.avgLatency.WithLabelValues(name).Observe(last.AvgLatency)	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	25	c.mx.appliance.perf.readIops.WithLabelValues(name).Observe(last.AvgReadIops)	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	26	c.mx.appliance.perf.writeIops.WithLabelValues(name).Observe(last.AvgWriteIops)	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	27	c.mx.appliance.perf.readBandwidth.WithLabelValues(name).Observe(last.AvgReadBandwidth)	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	28	c.mx.appliance.perf.writeBandwidth.WithLabelValues(name).Observe(last.AvgWriteBandwidth)	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	29	c.mx.appliance.perf.avgReadLatency.WithLabelValues(name).Observe(last.AvgReadLatency)	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	30	c.mx.appliance.perf.avgWriteLatency.WithLabelValues(name).Observe(last.AvgWriteLatency)	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	31	c.mx.appliance.perf.avgLatency.WithLabelValues(name).Observe(last.AvgLatency)	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	41	c.mx.appliance.space.physicalTotal.WithLabelValues(name).Observe(float64(*last.PhysicalTotal))	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	44	c.mx.appliance.space.physicalUsed.WithLabelValues(name).Observe(float64(*last.PhysicalUsed))	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	47	c.mx.appliance.space.logicalProvisioned.WithLabelValues(name).Observe(float64(*last.LogicalProvisioned))	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	50	c.mx.appliance.space.logicalUsed.WithLabelValues(name).Observe(float64(*last.LogicalUsed))	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	53	c.mx.appliance.space.dataPhysicalUsed.WithLabelValues(name).Observe(float64(*last.DataPhysicalUsed))	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	56	c.mx.appliance.space.sharedLogicalUsed.WithLabelValues(name).Observe(float64(*last.SharedLogicalUsed))	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	58	c.mx.appliance.space.efficiencyRatio.WithLabelValues(name).Observe(last.EfficiencyRatio)	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	59	c.mx.appliance.space.dataReduction.WithLabelValues(name).Observe(last.DataReduction)	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	60	c.mx.appliance.space.snapshotSavings.WithLabelValues(name).Observe(last.SnapshotSavings)	CODE
CRITICAL⚡	…/plugin/go.d/collector/powerstore/collect_appliance.go	61	c.mx.appliance.space.thinSavings.WithLabelValues(name).Observe(last.ThinSavings)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/k8s_kubelet/collect.go	138	mx.APIServer.Audit.Requests.Rejected.Set(value)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/k8s_kubelet/collect.go	141	mx.APIServer.Storage.DataKeyGeneration.Failures.Set(value)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/k8s_kubelet/collect.go	144	mx.APIServer.Storage.EnvelopeTransformation.CacheMisses.Set(value)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/k8s_kubelet/collect.go	166	mx.Kubelet.PLEG.Relist.Interval.Quantile05.Set(metric.Value)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/k8s_kubelet/collect.go	168	mx.Kubelet.PLEG.Relist.Interval.Quantile09.Set(metric.Value)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/k8s_kubelet/collect.go	170	mx.Kubelet.PLEG.Relist.Interval.Quantile099.Set(metric.Value)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/k8s_kubelet/collect.go	180	mx.Kubelet.PLEG.Relist.Latency.Quantile05.Set(metric.Value)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/k8s_kubelet/collect.go	182	mx.Kubelet.PLEG.Relist.Latency.Quantile09.Set(metric.Value)	CODE
CRITICAL⚡	src/go/plugin/go.d/collector/k8s_kubelet/collect.go	184	mx.Kubelet.PLEG.Relist.Latency.Quantile099.Set(metric.Value)	CODE
6 more matches not shown…

Hyper-Verbose Identifiers834 hits · 828 pts

Severity	File	Line	Snippet	Context
LOW⚡	packaging/tools/automation/mcp/tests/test_journal.py	22	def test_parse_ppid_comm_with_spaces():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_journal.py	27	def test_parse_ppid_rejects_missing_paren():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_journal.py	31	def test_parse_ppid_rejects_truncated():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_journal.py	35	def test_parse_ppid_rejects_non_integer():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_journal.py	41	def test_syslog_identifier_mapping():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_journal.py	140	async def test_read_logs_omits_pid_and_filters_when_absent(monkeypatch):	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_journal.py	150	async def test_read_logs_surfaces_nonzero_exit(monkeypatch):	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_journal.py	160	async def test_read_logs_times_out_and_kills(monkeypatch):	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_journal.py	169	async def test_read_logs_timeout_when_process_already_exited(monkeypatch):	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_journal.py	179	async def test_read_logs_missing_journalctl_never_raises(monkeypatch):	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_journal.py	189	def test_component_literal_matches_sources():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_journal.py	196	def test_journald_socket_present_reflects_socket_presence(tmp_path, monkeypatch):	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_journal.py	204	def test_journald_socket_present_swallows_oserror(monkeypatch):	CODE
LOW	packaging/tools/automation/mcp/tests/test_journal.py	66	def test_resolve_pid_daemon_is_netdata_pid(fake_tree):	CODE
LOW	packaging/tools/automation/mcp/tests/test_journal.py	71	def test_resolve_pid_supervisor(fake_tree):	CODE
LOW	packaging/tools/automation/mcp/tests/test_journal.py	82	def test_resolve_pid_worker_not_found(monkeypatch):	CODE
LOW	packaging/tools/automation/mcp/tests/test_journal.py	123	async def test_read_logs_builds_argv_with_pid_and_filters(monkeypatch):	CODE
LOW	packaging/tools/automation/mcp/tests/test_journal.py	215	def test_usable_requires_both_journald_and_journalctl(monkeypatch):	CODE
LOW	packaging/tools/automation/mcp/tests/test_streams.py	8	def test_synth_logs_cmd_basics():	CODE
LOW	packaging/tools/automation/mcp/tests/test_streams.py	23	def test_synth_logs_cmd_includes_set_optionals():	CODE
LOW	packaging/tools/automation/mcp/tests/test_streams.py	36	def test_synth_traces_cmd_basics():	CODE
LOW	packaging/tools/automation/mcp/tests/test_streams.py	53	def test_synth_traces_cmd_includes_set_optionals():	CODE
LOW	packaging/tools/automation/mcp/tests/test_streams.py	66	def test_synth_cmds_forward_explicit_empty_service_identity():	CODE
LOW	packaging/tools/automation/mcp/tests/test_streams.py	84	def test_synth_cmds_omit_service_identity_when_none():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_streams.py	98	def test_stream_cmd_certstream_url_flag():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_streams.py	108	def test_stream_cmd_jetstream_url_and_collections():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_streams.py	118	def test_stream_cmd_github_start_and_rate():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_streams.py	134	def test_registry_start_then_stop(tmp_path):	CODE
LOW	packaging/tools/automation/mcp/tests/test_streams.py	148	def test_registry_marks_unexpected_exit_failed(tmp_path):	CODE
LOW	packaging/tools/automation/mcp/tests/test_streams.py	159	def test_registry_stop_unknown_returns_none():	CODE
LOW	packaging/tools/automation/mcp/tests/test_streams.py	167	def test_registry_list_enumerates_streams(tmp_path):	CODE
LOW	packaging/tools/automation/mcp/tests/test_streams.py	181	def test_run_synth_timeout_kills_and_reports(tmp_path):	CODE
LOW	packaging/tools/automation/mcp/tests/test_streams.py	194	def test_run_synth_cancel_kills_child(tmp_path):	CODE
LOW	packaging/tools/automation/mcp/tests/test_agent_mcp.py	9	def test_with_agent_id_injects_required_agent_id():	CODE
LOW	packaging/tools/automation/mcp/tests/test_agent_mcp.py	17	async def test_register_exposes_all_agent_tools_with_typed_schema():	CODE
LOW	packaging/tools/automation/mcp/tests/test_agent_mcp.py	28	def test_structured_fields_picks_array_and_object():	CODE
LOW	packaging/tools/automation/mcp/tests/test_agent_mcp.py	41	def test_coerce_structured_decodes_json_strings_only_for_structured():	CODE
LOW	packaging/tools/automation/mcp/tests/test_agent_mcp.py	49	def test_coerce_structured_leaves_native_and_undecodable():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_agent_mcp.py	60	async def test_forward_unknown_agent(monkeypatch):	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_agent_mcp.py	66	async def test_forward_not_ready_agent(monkeypatch):	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_agent_mcp.py	73	async def test_forward_ready_agent_mints_and_calls_core(monkeypatch):	CODE
LOW	packaging/tools/automation/mcp/tests/test_agent_mcp.py	99	async def test_forward_hard_errors_without_cloud_token(monkeypatch):	CODE
LOW	packaging/tools/automation/mcp/tests/test_agent_mcp.py	117	async def test_forward_hard_errors_on_mint_failure(monkeypatch):	CODE
LOW	packaging/tools/automation/mcp/tests/test_otel_files.py	20	async def test_tool_schema_takes_agent_id_and_timeout():	CODE
LOW	packaging/tools/automation/mcp/tests/test_otel_files.py	31	def test_result_model_defaults():	CODE
LOW	packaging/tools/automation/mcp/tests/test_otel_files.py	40	def test_result_model_carries_inventory():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_bearer.py	24	def test_cloud_token_reads_and_trims():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_bearer.py	29	def test_cloud_hostname_defaults():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_bearer.py	35	def test_usable_until_seconds_applies_refresh_buffer():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_bearer.py	39	def test_usable_until_milliseconds_normalized():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_bearer.py	44	def test_usable_until_zero_or_invalid_uses_fallback_window():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_bearer.py	49	def test_usable_until_short_ttl_floors_above_now_not_below():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_bearer.py	65	def test_extract_identity_unclaimed_is_incomplete():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_bearer.py	71	def test_extract_identity_no_agents():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_bearer.py	77	def test_resolve_sync_caches_after_mint(monkeypatch):	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_bearer.py	118	def test_resolve_sync_propagates_identity_error(monkeypatch):	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_bearer.py	124	def test_resolve_bearer_without_cloud_token_errs():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_bearer.py	135	def test_scrub_handles_overlapping_secrets():	CODE
LOW⚡	packaging/tools/automation/mcp/tests/test_bearer.py	142	def test_mint_sends_descriptive_user_agent(monkeypatch):	CODE
LOW	packaging/tools/automation/mcp/tests/test_bearer.py	94	def test_resolve_sync_remints_when_expired(monkeypatch):	CODE
774 more matches not shown…

Magic Placeholder Names60 hits · 328 pts

Severity	File	Line	Snippet	Context
HIGH⚡	packaging/windows/WINDOWS_INSTALLER.md	67	msiexec /qn /i netdata-x64.msi TOKEN="<YOUR_TOKEN>" ROOMS="<YOUR_ROOMS>"	CODE
HIGH⚡	packaging/windows/WINDOWS_INSTALLER.md	72	- `<YOUR_TOKEN>` with your claim token	CODE
HIGH⚡	packaging/windows/WINDOWS_INSTALLER.md	78	msiexec /qn /i netdata-x64.msi TOKEN="<YOUR_TOKEN>"	CODE
HIGH⚡	packaging/windows/WINDOWS_INSTALLER.md	84	$ProgressPreference = 'SilentlyContinue'; Invoke-WebRequest https://github.com/netdata/netdata/releases/latest/download/	CODE
HIGH	packaging/windows/WINDOWS_INSTALLER.md	142	`<YOUR_TOKEN>` with your claim token:	CODE
HIGH	packaging/windows/WINDOWS_INSTALLER.md	147	token = <YOUR_TOKEN>	CODE
HIGH	packaging/windows/WINDOWS_INSTALLER.md	355	msiexec /qn /i "netdata-x64.msi" TOKEN="<YOUR_TOKEN>" /l*v "C:\Path\To\install_log.txt"	CODE
HIGH	packaging/installer/methods/freebsd.md	32	wget -O /tmp/netdata-kickstart.sh https://get.netdata.cloud/kickstart.sh && sh /tmp/netdata-kickstart.sh --claim-toke	CODE
HIGH	packaging/installer/methods/freebsd.md	37	Replace `<YOUR_TOKEN>` with your actual claim token.	CODE
HIGH	docs/fleet-configuration-management.md	234	TOKEN="<YOUR_TOKEN>" `	CODE
HIGH	docs/streaming-routing.md	56	api key = YOUR_API_KEY	CODE
HIGH	docs/install/windows-release-channels.md	287	msiexec /qn /i netdata-x64.msi TOKEN="<YOUR_TOKEN>" ROOMS="<YOUR_ROOMS>"	CODE
HIGH	docs/install/windows-release-channels.md	309	msiexec /qn /i netdata-x64.msi TOKEN="<YOUR_TOKEN>" ROOMS="<YOUR_ROOMS>" REINSTALL=ALL	CODE
HIGH	docs/install/windows-release-channels.md	341	msiexec /qn /i netdata-x64.msi TOKEN="<YOUR_TOKEN>" ROOMS="<YOUR_ROOMS>"	CODE
HIGH	docs/netdata-ai/mcp/README.md	403	--header "Authorization: Bearer YOUR_API_KEY"	CODE
HIGH⚡	docs/netdata-ai/mcp/README.md	414	--header "Authorization: Bearer YOUR_API_KEY"	CODE
HIGH⚡	docs/netdata-ai/mcp/README.md	419	--header "Authorization: Bearer YOUR_API_KEY"	CODE
HIGH⚡	docs/netdata-ai/mcp/README.md	424	--header "Authorization: Bearer YOUR_API_KEY"	CODE
HIGH⚡	docs/netdata-ai/mcp/README.md	428	--header "Authorization: Bearer YOUR_API_KEY"	CODE
HIGH	docs/netdata-ai/mcp/README.md	466	--header "Authorization: Bearer YOUR_API_KEY"	CODE
HIGH	docs/netdata-ai/mcp/README.md	493	"Authorization: Bearer YOUR_API_KEY"	CODE
HIGH	docs/netdata-ai/mcp/README.md	572	"Authorization: Bearer YOUR_API_KEY"	CODE
HIGH	docs/netdata-ai/mcp/README.md	588	"Authorization: Bearer YOUR_API_KEY"	CODE
HIGH	docs/netdata-ai/mcp/README.md	606	"YOUR_API_KEY",	CODE
HIGH	docs/netdata-ai/mcp/README.md	626	"Authorization: Bearer YOUR_API_KEY"	CODE
HIGH	docs/netdata-ai/mcp/README.md	636	- `YOUR_API_KEY`: The API key from the file mentioned above	CODE
HIGH	docs/netdata-ai/mcp/README.md	660	For compatibility with older tooling, Netdata still accepts the `?api_key=YOUR_API_KEY` query parameter on the `/mcp` en	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/claude-code.md	23	4. Netdata MCP API key - required when `[web].bearer token protection = yes`. When bearer protection is disabled, it	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/claude-code.md	148	- `NETDATA_MCP_API_KEY` - Your [Netdata MCP API key](/docs/netdata-ai/mcp/README.md#finding-your-api-key)	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/vs-code.md	43	Each Netdata Agent or Parent has its own unique API key for MCP - [Find your Netdata MCP API key](/docs/netdata-ai/mc	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/cursor.md	27	Each Netdata Agent or Parent has its own unique API key for MCP - [Find your Netdata MCP API key](/docs/netdata-ai/mc	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/codex-cli.md	24	4. Netdata MCP API key - required when `[web].bearer token protection = yes`. When bearer protection is disabled, it	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/codex-cli.md	188	- `NETDATA_MCP_API_KEY` - Your [Netdata MCP API key](/docs/netdata-ai/mcp/README.md#finding-your-api-key)	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/jetbrains-ides.md	42	Each Netdata Agent or Parent has its own unique API key for MCP - [Find your Netdata MCP API key](/docs/netdata-ai/mc	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/jetbrains-ides.md	156	- `NETDATA_MCP_API_KEY` - Your [Netdata MCP API key](/docs/netdata-ai/mcp/README.md#finding-your-api-key)	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/crush.md	23	4. Netdata MCP API key - required when `[web].bearer token protection = yes`. When bearer protection is disabled, it	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/crush.md	255	- `NETDATA_MCP_API_KEY` - Your [Netdata MCP API key](/docs/netdata-ai/mcp/README.md#finding-your-api-key)	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/gemini-cli.md	23	4. Netdata MCP API key - required when `[web].bearer token protection = yes`. When bearer protection is disabled, it	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/gemini-cli.md	248	- `NETDATA_MCP_API_KEY` - Your [Netdata MCP API key](/docs/netdata-ai/mcp/README.md#finding-your-api-key)	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/opencode.md	25	4. Netdata MCP API key - required when `[web].bearer token protection = yes`. When bearer protection is disabled, it	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/opencode.md	177	"ND_MCP_BEARER_TOKEN": "your-api-key-here"	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/opencode.md	203	- `ND_MCP_BEARER_TOKEN` - Export with your [Netdata MCP API key](/docs/netdata-ai/mcp/README.md#finding-your-api-key) be	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/claude-desktop.md	30	Each Netdata Agent or Parent has its own unique API key for MCP - [Find your Netdata MCP API key](/docs/netdata-ai/mc	CODE
HIGH	docs/netdata-ai/mcp/mcp-clients/claude-desktop.md	174	- `NETDATA_MCP_API_KEY` - Your [Netdata MCP API key](/docs/netdata-ai/mcp/README.md#finding-your-api-key)	CODE
HIGH	src/go/plugin/go.d/collector/dnsdist/metadata.yaml	174	X-API-Key: your-api-key # static pre-shared authentication key for access to the REST API (api-key	CODE
HIGH	src/go/plugin/go.d/collector/dnsdist/metadata.yaml	185	X-API-Key: 'your-api-key' # static pre-shared authentication key for access to the REST API (api-k	CODE
HIGH	src/go/plugin/go.d/collector/dnsdist/metadata.yaml	190	X-API-Key: 'your-api-key'	CODE
HIGH	src/go/plugin/go.d/collector/dnsdist/README.md	157	X-API-Key: your-api-key # static pre-shared authentication key for access to the REST API (api-key).	CODE
HIGH	src/go/plugin/go.d/collector/dnsdist/README.md	176	X-API-Key: 'your-api-key' # static pre-shared authentication key for access to the REST API (api-key).	CODE
HIGH	src/go/plugin/go.d/collector/dnsdist/README.md	181	X-API-Key: 'your-api-key'	CODE
HIGH	…/plugin/go.d/collector/dnsdist/integrations/dnsdist.md	157	X-API-Key: your-api-key # static pre-shared authentication key for access to the REST API (api-key).	CODE
HIGH	…/plugin/go.d/collector/dnsdist/integrations/dnsdist.md	176	X-API-Key: 'your-api-key' # static pre-shared authentication key for access to the REST API (api-key).	CODE
HIGH	…/plugin/go.d/collector/dnsdist/integrations/dnsdist.md	181	X-API-Key: 'your-api-key'	CODE
HIGH	src/web/mcp/README.md	47	"YOUR_API_KEY",	CODE
HIGH⚡	src/web/mcp/README.md	78	--header "Authorization: Bearer YOUR_API_KEY"	CODE
HIGH⚡	src/web/mcp/README.md	86	--header "Authorization: Bearer YOUR_API_KEY"	CODE
HIGH⚡	src/web/mcp/README.md	95	`YOUR_API_KEY` is the API key that allows the AI assistant to access sensitive functions like logs and live system infor	CODE
HIGH	src/web/mcp/README.md	146	claude mcp add netdata /usr/bin/nd-mcp --bearer YOUR_API_KEY ws://IP_OF_YOUR_NETDATA:19999/mcp	CODE
HIGH	src/web/mcp/README.md	369	"YOUR_API_KEY",	CODE
HIGH	src/web/mcp/README.md	377	"YOUR_API_KEY",	CODE

Empty Error Handlers42 hits · 210 pts

Severity	File	Line	Snippet	Context
HIGH	packaging/tools/automation/mcp/tests/test_streams.py	208	except asyncio.CancelledError:	CODE
HIGH	packaging/tools/automation/mcp/netdata_mcp/run.py	316	except Exception:	CODE
HIGH	packaging/tools/automation/mcp/netdata_mcp/runner.py	87	except (ProcessLookupError, PermissionError):	CODE
HIGH	packaging/tools/automation/mcp/netdata_mcp/runner.py	118	except (asyncio.TimeoutError, asyncio.CancelledError):	CODE
HIGH	packaging/tools/automation/mcp/netdata_mcp/runner.py	208	except (asyncio.TimeoutError, asyncio.CancelledError, ProcessLookupError):	CODE
HIGH	packaging/tools/automation/mcp/netdata_mcp/streams.py	187	except BaseException:	CODE
HIGH	packaging/tools/automation/mcp/netdata_mcp/streams.py	202	except BaseException:	CODE
HIGH	packaging/tools/automation/mcp/netdata_mcp/jobs.py	117	except OSError:	CODE
HIGH	…ng/tools/automation/mcp/netdata_mcp/tools/agent_mcp.py	64	except (ValueError, TypeError):	CODE
HIGH	packaging/dem-runtime/bundle.py	244	except subprocess.CalledProcessError:	CODE
HIGH	packaging/installer/tests/test_prepare_fleet.py	219	except PermissionError:	CODE
HIGH	packaging/makeself/prepare-fleet.py	614	except FileNotFoundError:	CODE
HIGH	tests/nd-run/test_process_tree.py	405	except BrokenPipeError:	CODE
HIGH	integrations/gen_docs_integrations.py	643	except FileNotFoundError:	CODE
HIGH	integrations/gen_docs_integrations.py	589	except KeyError:	CODE
HIGH	integrations/tests/test_descriptions.py	563	except (SyntaxError, ValueError):	CODE
HIGH	…/python.d.plugin/python_modules/pyyaml3/representer.py	113	except TypeError:	CODE
HIGH	…n/python_modules/bases/FrameworkServices/UrlService.py	11	except AttributeError:	CODE
HIGH	…python.d.plugin/python_modules/third_party/filelock.py	349	except OSError:	CODE
HIGH	…python.d.plugin/python_modules/third_party/filelock.py	370	except OSError:	CODE
HIGH	…python.d.plugin/python_modules/third_party/filelock.py	417	except (IOError, OSError):	CODE
HIGH	…python.d.plugin/python_modules/third_party/filelock.py	430	except OSError:	CODE
HIGH	…ctors/python.d.plugin/python_modules/urllib3/fields.py	40	except (UnicodeEncodeError, UnicodeDecodeError):	CODE
HIGH	…/python.d.plugin/python_modules/urllib3/poolmanager.py	296	except KeyError:	CODE
HIGH	…python.d.plugin/python_modules/urllib3/_collections.py	211	except KeyError:	CODE
HIGH	…thon.d.plugin/python_modules/urllib3/connectionpool.py	270	except AttributeError:	CODE
HIGH	…thon.d.plugin/python_modules/urllib3/connectionpool.py	423	except queue.Empty:	CODE
HIGH	…thon.d.plugin/python_modules/urllib3/util/selectors.py	420	except SelectorError:	CODE
HIGH	…thon.d.plugin/python_modules/urllib3/util/selectors.py	499	except SelectorError:	CODE
HIGH	…thon.d.plugin/python_modules/urllib3/util/selectors.py	507	except SelectorError:	CODE
HIGH	…ython.d.plugin/python_modules/urllib3/util/response.py	20	except AttributeError:	CODE
HIGH	…ython.d.plugin/python_modules/urllib3/util/response.py	26	except AttributeError:	CODE
HIGH	…ython.d.plugin/python_modules/urllib3/util/response.py	33	except AttributeError:	CODE
HIGH	…rs/python.d.plugin/python_modules/urllib3/util/ssl_.py	47	except ImportError:	CODE
HIGH	…hon.d.plugin/python_modules/urllib3/util/connection.py	123	except Exception:	CODE
HIGH	…n.d.plugin/python_modules/urllib3/contrib/pyopenssl.py	92	except AttributeError:	CODE
HIGH	…plugin/python_modules/urllib3/packages/ordered_dict.py	13	except ImportError:	CODE
HIGH	…plugin/python_modules/urllib3/packages/ordered_dict.py	88	except AttributeError:	CODE
HIGH	…python.d.plugin/python_modules/urllib3/packages/six.py	82	except AttributeError:	CODE
HIGH	…python.d.plugin/python_modules/urllib3/packages/six.py	183	except KeyError:	CODE
HIGH	src/go/plugin/scripts.d/tests/native_health.py	165	except (OSError, ValueError):	CODE
HIGH	src/web/mcp/bridges/stdio-python/nd-mcp.py	281	except:	CODE

Unused Imports165 hits · 162 pts

Severity	File	Line	Context
LOW	packaging/tools/automation/mcp/tests/test_journal.py	5	CODE
LOW	packaging/tools/automation/mcp/tests/test_otel_files.py	5	CODE
LOW	…ools/automation/mcp/tests/test_web_port_clash_tools.py	4	CODE
LOW	packaging/tools/automation/mcp/tests/test_logs.py	4	CODE
LOW	…ckaging/tools/automation/mcp/tests/test_mint_bearer.py	6	CODE
LOW	…ckaging/tools/automation/mcp/tests/test_agents_tool.py	3	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/agentfn.py	14	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/run.py	12	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/runner.py	8	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/server.py	26	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/streams.py	19	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/journal.py	15	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/locks.py	14	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/runtime.py	8	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/agents.py	12	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/bearer.py	30	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/jobs.py	12	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/agentmcp.py	16	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/buildcfg.py	10	CODE
LOW	…kaging/tools/automation/mcp/netdata_mcp/agent_tools.py	10	CODE
LOW	…kaging/tools/automation/mcp/netdata_mcp/tools/build.py	3	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/tools/run.py	3	CODE
LOW	…ng/tools/automation/mcp/netdata_mcp/tools/otel_push.py	12	CODE
LOW	…ng/tools/automation/mcp/netdata_mcp/tools/configure.py	3	CODE
LOW	…aging/tools/automation/mcp/netdata_mcp/tools/models.py	3	CODE
LOW	…ging/tools/automation/mcp/netdata_mcp/tools/_common.py	3	CODE
LOW	…ing/tools/automation/mcp/netdata_mcp/tools/vendored.py	17	CODE
LOW	…ng/tools/automation/mcp/netdata_mcp/tools/otel_logs.py	22	CODE
LOW	…aging/tools/automation/mcp/netdata_mcp/tools/agents.py	3	CODE
LOW	…ckaging/tools/automation/mcp/netdata_mcp/tools/logs.py	3	CODE
LOW	…/tools/automation/mcp/netdata_mcp/tools/otel_config.py	10	CODE
LOW	…ng/tools/automation/mcp/netdata_mcp/tools/agent_mcp.py	15	CODE
LOW	…/tools/automation/mcp/netdata_mcp/tools/job_control.py	7	CODE
LOW	…g/tools/automation/mcp/netdata_mcp/tools/otel_files.py	16	CODE
LOW	…/tools/automation/mcp/netdata_mcp/tools/mint_bearer.py	21	CODE
LOW	…/tools/automation/mcp/netdata_mcp/tools/otel_stream.py	10	CODE
LOW	packaging/tools/automation/mcp/scripts/setup_mcp.py	30	CODE
LOW	packaging/windows/fetch-msys2-installer.py	5	CODE
LOW	…ectors-prometheus-profiles/scripts/test_profile_toc.py	4	CODE
LOW	…s-prometheus-profiles/scripts/test_validate_profile.py	4	CODE
LOW	…ctors-prometheus-profiles/scripts/test_proof_bundle.py	4	CODE
LOW	…ctors-prometheus-profiles/scripts/_go_tool_launcher.py	3	CODE
LOW	…collectors-prometheus-profiles/scripts/proof-bundle.py	4	CODE
LOW	…ectors-prometheus-profiles/scripts/validate-profile.py	4	CODE
LOW	…/collectors-prometheus-profiles/scripts/profile-toc.py	8	CODE
LOW	integrations/health_alerts.py	11	CODE
LOW	integrations/gen_doc_collector_page.py	12	CODE
LOW	integrations/gen_doc_service_discovery_page.py	11	CODE
LOW	integrations/gen_doc_secrets_page.py	10	CODE
LOW	integrations/descriptions.py	4	CODE
LOW	.github/scripts/netdata-pkgcloud-cleanup.py	5	CODE
LOW	.github/scripts/netdata-pkgcloud-cleanup.py	5	CODE
LOW	.github/scripts/netdata-pkgcloud-cleanup.py	9	CODE
LOW	.github/scripts/normalize-go-test-json.py	11	CODE
LOW	.github/scripts/gen-docker-tags.py	3	CODE
LOW	…tors/python.d.plugin/python_modules/pyyaml3/scanner.py	31	CODE
LOW	…/python.d.plugin/python_modules/pyyaml3/constructor.py	6	CODE
LOW	…/python.d.plugin/python_modules/pyyaml3/constructor.py	7	CODE
LOW	…ors/python.d.plugin/python_modules/pyyaml3/composer.py	6	CODE
LOW	…ors/python.d.plugin/python_modules/pyyaml3/composer.py	7	CODE
105 more matches not shown…

Cross-Language Confusion21 hits · 139 pts

Severity	File	Line	Snippet	Context
HIGH	packaging/tools/automation/mcp/tests/test_runtime.py	474	"receivers: {otlp: {protocols: {grpc: 1, http: null}}}\n",	CODE
HIGH⚡	packaging/tools/automation/mcp/tests/test_models.py	84	# a disabled OTLP/HTTP listener reports null, not ""	COMMENT
HIGH	…kaging/tools/automation/mcp/netdata_mcp/agent_tools.py	709	"description": "Select the alert statuses of interest. At least one status must be selected.\n - CRI	CODE
HIGH	…kaging/tools/automation/mcp/netdata_mcp/agent_tools.py	966	"description": "List all alerts including cleared, undefined, and uninitialized alerts across all nodes",	CODE
HIGH	packaging/installer/tests/test_snmp_diagnostics.py	65	$RuntimeSecs = 0; $NetdataProc = $null; $ApiOk = $false	CODE
HIGH	tests/system-info-windows-test.py	137	assert(cp == CP_UTF8 && flags == 0 && src_len == -1 && !def && !used);	CODE
HIGH	tests/system-info-windows-test.py	158	assert(opened == 2 && closed == 2);	CODE
HIGH	tests/system-info-windows-test.py	169	assert(si.writes == 1 && closed == before + 1);	CODE
HIGH⚡	tests/system-info-windows-test.py	193	assert(opened == 2 && closed == 2);	CODE
HIGH⚡	tests/system-info-windows-test.py	194	assert(si.detection_writes == 1 && environment_writes == 1);	CODE
HIGH⚡	tests/system-info-windows-test.py	200	assert(opened == 4 && closed == 3);	CODE
HIGH⚡	tests/system-info-windows-test.py	201	assert(si.detection_writes == 2 && environment_writes == 2);	CODE
HIGH⚡	tests/system-info-windows-test.py	205	assert(opened == 6 && closed == 5);	CODE
HIGH⚡	tests/system-info-windows-test.py	206	assert(si.detection_writes == 3 && environment_writes == 3);	CODE
HIGH⚡	tests/system-info-windows-test.py	213	assert(opened == 6 && closed == 5);	CODE
HIGH⚡	tests/system-info-windows-test.py	214	assert(si.detection_writes == 4 && environment_writes == 4);	CODE
HIGH⚡	tests/system-info-windows-test.py	218	assert(si.detection_writes == 4 && environment_writes == 4);	CODE
HIGH	tests/system-info-windows-test.py	244	assert(netdata_win_default_network(&iface, &ip) == -1 && !iface && !ip && adapter_calls == 3);	CODE
HIGH	…ts/skill-verification/query-snmp-traps/test_recipes.py	73	'{"status":200}', '{"status":200,"columns":{},"data":null}']:	CODE
HIGH⚡	.agents/skills/triage-codacy/tests/test_helpers.py	129	before="$(declare -p CODACY_TOKEN CODACY_HOST CODACY_PROVIDER CODACY_ORG CODACY_REPO 2>/dev/null \|\| true)"	CODE
HIGH⚡	.agents/skills/triage-codacy/tests/test_helpers.py	133	after="$(declare -p CODACY_TOKEN CODACY_HOST CODACY_PROVIDER CODACY_ORG CODACY_REPO 2>/dev/null \|\| true)"	CODE

Structural Annotation Overuse70 hits · 131 pts

Severity	File	Line	Snippet	Context
LOW⚡	packaging/windows/WINDOWS_INSTALLER.md	174	### Step 1: Download the MSI	COMMENT
LOW⚡	packaging/windows/WINDOWS_INSTALLER.md	178	### Step 2: Transfer to the Offline System	COMMENT
LOW⚡	packaging/windows/WINDOWS_INSTALLER.md	182	### Step 3: Install Without Cloud Parameters	COMMENT
LOW⚡	packaging/installer/methods/packages.md	238	# Step 1: Download the repository configuration package	COMMENT
LOW⚡	packaging/installer/methods/packages.md	241	# Step 2: Install the repository configuration	COMMENT
LOW⚡	packaging/installer/methods/packages.md	244	# Step 3: Update package lists	COMMENT
LOW⚡	packaging/installer/methods/packages.md	247	# Step 4: Install Netdata	COMMENT
LOW⚡	packaging/installer/methods/packages.md	250	# Step 5: Start and enable Netdata service	COMMENT
LOW⚡	packaging/installer/methods/packages.md	253	# Step 6: Verify installation	COMMENT
LOW	packaging/installer/methods/offline.md	25	## Step 1: Prepare the Offline Installation Package	COMMENT
LOW	packaging/installer/methods/offline.md	68	## Step 2: Transfer to Offline System	COMMENT
LOW	.agents/skills/triage-coverity/scripts/fetch-table.sh	48	# Step 1: set server-side page state.	COMMENT
LOW	.agents/skills/triage-coverity/scripts/fetch-table.sh	65	# Step 2: fetch the now-current page.	COMMENT
LOW	docs/NIDL-Framework.md	258	#### Step 1: Identify Key Components and Characteristics	COMMENT
LOW	docs/NIDL-Framework.md	277	#### Step 2: Organize into Families	COMMENT
LOW	docs/NIDL-Framework.md	310	#### Step 3: Validate Metric Belonging and Instance Consistency	COMMENT
LOW	docs/NIDL-Framework.md	328	#### Step 4: Group Metrics into Contexts	COMMENT
LOW	docs/NIDL-Framework.md	362	#### Step 5: Validate Context Design	COMMENT
LOW	docs/NIDL-Framework.md	372	#### Step 6: Handle Edge Cases	COMMENT
LOW	docs/learn/unclaim-reclaim-node.md	40	## Step 1: Unclaim from Current Space	COMMENT
LOW	docs/learn/unclaim-reclaim-node.md	61	## Step 2: Reclaim to New Space	COMMENT
LOW⚡	docs/delete/netdata/account.md	11	### Step 1: Access Your Profile Settings	COMMENT
LOW⚡	docs/delete/netdata/account.md	15	### Step 2: Open Settings	COMMENT
LOW⚡	docs/delete/netdata/account.md	21	### Step 3: Locate the Delete Account Option	COMMENT
LOW⚡	docs/delete/netdata/account.md	25	### Step 4: Confirm Account Deletion	COMMENT
LOW	docs/delete/netdata/account.md	37	### Step 5: Final Confirmation	COMMENT
LOW	docs/netdata-ai/mcp/mcp-clients/vs-code.md	121	##### Step 1: Add Claude Model	COMMENT
LOW	docs/netdata-ai/mcp/mcp-clients/vs-code.md	131	##### Step 2: Add Netdata MCP Server	COMMENT
LOW	docs/npm/snmp-traps/quick-start.md	24	## Step 1 - Create a local test listener	COMMENT
LOW	docs/npm/snmp-traps/quick-start.md	78	## Step 2 - Send one known trap	COMMENT
LOW	docs/npm/snmp-traps/quick-start.md	96	## Step 3 - Find the trap in Logs	COMMENT
LOW	docs/npm/snmp-traps/quick-start.md	110	## Step 4 - Confirm receiver metrics moved	COMMENT
LOW	docs/npm/snmp-traps/quick-start.md	123	## Step 5 - If it does not appear	COMMENT
LOW	src/crates/sfsq/src/logs/engine.rs	235	// Step 1: evaluate every source into a shard (see `LogSource::to_shard`)	COMMENT
LOW	src/crates/sfsq/src/logs/engine.rs	264	// Step 2: paginate across every source under the unified cursor	COMMENT
LOW	src/crates/jf/journal_file/src/writer.rs	513	// Step 1: Create and write to the journal	COMMENT
LOW	src/crates/jf/journal_file/src/writer.rs	549	// Step 2: Read back and verify the journal contents	COMMENT
LOW	src/crates/jf/journal_file/src/writer.rs	620	// Step 3: Test filtering by specific fields	COMMENT
LOW	src/collectors/apps.plugin/apps_os_windows.c	526	// Step 1: Convert ANSI string (LPSTR) to wide string (UTF-16)	COMMENT
LOW⚡	src/go/plugin/go.d/pkg/pathvalidate/validate_unix.go	17	// Step 1: Resolve full symlink path	COMMENT
LOW⚡	src/go/plugin/go.d/pkg/pathvalidate/validate_unix.go	23	// Step 2: Resolve to absolute path	COMMENT
LOW⚡	src/go/plugin/go.d/pkg/pathvalidate/validate_unix.go	29	// Step 3: Stat the resolved file	COMMENT
LOW⚡	src/go/plugin/go.d/pkg/pathvalidate/validate_unix.go	35	// Step 4: Check that it is a regular file	COMMENT
LOW⚡	src/go/plugin/go.d/pkg/pathvalidate/validate_unix.go	40	// Step 5: Check file ownership and permissions	COMMENT
LOW⚡	src/go/plugin/go.d/pkg/pathvalidate/validate_unix.go	54	// Step 6: Check executable bit	COMMENT
LOW⚡	src/go/plugin/go.d/pkg/pathvalidate/validate_unix.go	59	// Step 7: Check all ancestor directories up to and including root	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/channel_commands.go	233	// Step 1: Enhanced Discovery (with channel types)	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/channel_commands.go	239	// Step 2: Filtering (including template filtering)	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/channel_commands.go	242	// Step 3: Enrichment (now pass channel info with types)	COMMENT
LOW	src/go/plugin/ibm.d/protocols/pcf/listener_commands.go	155	// Step 1: Discovery - get all listener names	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/listener_commands.go	199	// Step 2: Smart filtering decision	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/listener_commands.go	207	// Step 3: Apply filtering	COMMENT
LOW	src/go/plugin/ibm.d/protocols/pcf/listener_commands.go	248	// Step 4: Enrich selected listeners	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/topic_commands.go	116	// Step 1: Discovery	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/topic_commands.go	122	// Step 2: Filtering	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/topic_commands.go	125	// Step 3: Enrichment	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/queue_commands.go	102	// Step 1: Discovery	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/queue_commands.go	108	// Step 2: Filtering	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/queue_commands.go	111	// Step 3: Enrichment	COMMENT
LOW	src/go/plugin/ibm.d/protocols/pcf/statistics_queue.go	78	// NOTE: This function is partially implemented for when MQGET operations become available	COMMENT
10 more matches not shown…

Deep Nesting136 hits · 124 pts

Severity	File	Line	Context
LOW	packaging/dag/nd.py	83	CODE
LOW	packaging/dem-runtime/locked.py	25	CODE
LOW	packaging/dem-runtime/locked.py	79	CODE
LOW	packaging/dem-runtime/bundle.py	159	CODE
LOW	packaging/dem-runtime/test_delivery.py	22	CODE
LOW	packaging/dem-runtime/test_delivery.py	117	CODE
LOW	packaging/dem-runtime/test_delivery.py	159	CODE
LOW	packaging/dem-runtime/test_locked.py	22	CODE
LOW	packaging/dem-runtime/test_locked.py	108	CODE
LOW	packaging/dem-runtime/test_bundle.py	41	CODE
LOW	packaging/installer/tests/test_prepare_fleet.py	402	CODE
LOW	packaging/installer/tests/test_prepare_fleet.py	427	CODE
LOW	packaging/installer/tests/test_prepare_fleet.py	450	CODE
LOW	packaging/installer/tests/test_prepare_fleet.py	520	CODE
LOW	packaging/installer/tests/test_prepare_fleet.py	663	CODE
LOW	packaging/installer/tests/test_snmp_diagnostics.py	223	CODE
LOW	packaging/makeself/prepare-fleet.py	166	CODE
LOW	packaging/makeself/prepare-fleet.py	458	CODE
LOW	packaging/makeself/prepare-fleet.py	564	CODE
LOW	tests/nd-run/test_nd_run.py	84	CODE
LOW	tests/nd-run/test_nd_run.py	296	CODE
LOW	tests/nd-run/test_process_tree.py	184	CODE
LOW	tests/nd-run/test_process_tree.py	302	CODE
LOW	tests/api/fuzzer.py	61	CODE
LOW	tests/api/fuzzer.py	269	CODE
LOW	tests/api/fuzzer.py	160	CODE
LOW	tests/api/fuzzer.py	221	CODE
LOW	tests/weights-limit/weights-openapi-test.py	39	CODE
LOW	…ts/skill-verification/query-snmp-traps/test_recipes.py	17	CODE
LOW	…ts/skill-verification/query-snmp-traps/test_recipes.py	61	CODE
LOW	…ls/docs-learn-pr-preview/tests/test_snapshot_source.py	103	CODE
LOW	…ls/docs-learn-pr-preview/tests/test_snapshot_source.py	252	CODE
LOW	…kills/docs-learn-pr-preview/scripts/snapshot-source.py	93	CODE
LOW	…kills/docs-learn-pr-preview/scripts/snapshot-source.py	116	CODE
LOW	…kills/docs-learn-pr-preview/scripts/snapshot-source.py	161	CODE
LOW	…/collectors-prometheus-profiles/scripts/profile-toc.py	150	CODE
LOW	…i/skills/query-netdata-agents/scripts/test_wrappers.py	107	CODE
LOW	integrations/health_alerts.py	162	CODE
LOW	integrations/health_alerts.py	362	CODE
LOW	integrations/gen_docs_integrations.py	204	CODE
LOW	integrations/gen_docs_integrations.py	252	CODE
LOW	integrations/gen_docs_integrations.py	561	CODE
LOW	integrations/gen_docs_integrations.py	709	CODE
LOW	integrations/check_collector_metadata.py	12	CODE
LOW	integrations/gen_doc_collector_page.py	186	CODE
LOW	integrations/gen_doc_collector_page.py	253	CODE
LOW	integrations/gen_doc_collector_page.py	265	CODE
LOW	integrations/gen_taxonomy.py	556	CODE
LOW	integrations/gen_integrations.py	755	CODE
LOW	integrations/gen_integrations.py	952	CODE
LOW	integrations/gen_integrations.py	994	CODE
LOW	integrations/gen_integrations.py	1037	CODE
LOW	integrations/gen_integrations.py	1079	CODE
LOW	integrations/gen_integrations.py	1126	CODE
LOW	integrations/gen_integrations.py	1173	CODE
LOW	integrations/gen_integrations.py	1215	CODE
LOW	integrations/gen_integrations.py	1258	CODE
LOW	integrations/gen_integrations.py	1309	CODE
LOW	integrations/_common.py	121	CODE
LOW	integrations/context_owners.py	62	CODE
76 more matches not shown…

Excessive Try-Catch Wrapping74 hits · 97 pts

Severity	File	Line	Snippet	Context
LOW⚡	packaging/tools/automation/mcp/netdata_mcp/agentfn.py	55	except Exception as exc:	CODE
LOW⚡	packaging/tools/automation/mcp/netdata_mcp/agentfn.py	61	except Exception as read_exc:	CODE
LOW⚡	packaging/tools/automation/mcp/netdata_mcp/agentfn.py	65	except Exception as exc: # connection refused, timeout, etc.	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/run.py	193	except Exception as exc: # surface, never crash the server	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/run.py	302	except Exception as exc: # keep the timeout diagnostic in run.error	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/run.py	316	except Exception:	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/streams.py	205	except Exception as exc: # spawn failure (e.g. cargo not found)	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/streams.py	274	except Exception as exc: # surface, never crash the server	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/runtime.py	590	except Exception:	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/bearer.py	140	except Exception as exc:	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/bearer.py	161	except Exception:	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/bearer.py	164	except Exception as exc:	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/jobs.py	150	except Exception as exc: # surface, do not crash the server	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/agentmcp.py	71	except Exception as exc: # unreachable agent, handshake failure, etc.	CODE
LOW	packaging/tools/automation/mcp/scripts/setup_mcp.py	250	except Exception as exc: # one tool's failure must not abort the others	CODE
LOW	tests/api/fuzzer.py	41	except Exception as e:	CODE
LOW	tests/api/fuzzer.py	200	except Exception as e:	CODE
LOW	tests/api/fuzzer.py	218	except Exception as e:	CODE
MEDIUM	tests/api/fuzzer.py	33	def build_url(host_maybe_scheme, base_path):	CODE
LOW	docs/.map/validate_map_schema.py	78	except Exception:	CODE
LOW	docs/.map/validate_map_schema.py	258	except Exception as e:	CODE
MEDIUM⚡	integrations/gen_docs_integrations.py	727	print(f"Error: {error}", file=sys.stderr)	CODE
MEDIUM⚡	integrations/gen_docs_integrations.py	733	print(f"Error: {error}", file=sys.stderr)	CODE
MEDIUM⚡	integrations/gen_docs_integrations.py	738	print(f"Error: no matching collector found for: {args.collector}", file=sys.stderr)	CODE
MEDIUM⚡	integrations/gen_docs_integrations.py	741	print("Error: generated integrations input contains no documentation records", file=sys.stderr)	CODE
LOW	integrations/gen_docs_integrations.py	533	except Exception as e:	CODE
MEDIUM	integrations/gen_integrations.py	1475	print(f'Error: {error}', file=sys.stderr)	CODE
LOW	integrations/gen_npm_catalog.py	206	except Exception:	CODE
LOW	.github/scripts/netdata-pkgcloud-cleanup.py	170	except Exception as e:	CODE
LOW	.github/scripts/modules/version_manipulation.py	47	except Exception as e:	CODE
LOW	.github/scripts/modules/version_manipulation.py	120	except Exception as e:	CODE
LOW⚡	.github/scripts/modules/github_actions.py	11	except Exception as e:	CODE
MEDIUM⚡	.github/scripts/modules/github_actions.py	12	print(f"Error updating GITHUB_ENV. Error: {e}")	CODE
LOW⚡	.github/scripts/modules/github_actions.py	22	except Exception as e:	CODE
MEDIUM⚡	.github/scripts/modules/github_actions.py	23	print(f"Error updating GITHUB_OUTPUT. Error: {e}")	CODE
MEDIUM	.github/scripts/modules/github_actions.py	4	def update_github_env(key, value):	CODE
MEDIUM	.github/scripts/modules/github_actions.py	15	def update_github_output(key, value):	CODE
LOW	…ors/python.d.plugin/python_modules/bases/collection.py	42	except Exception:	CODE
MEDIUM	…ors/python.d.plugin/python_modules/bases/collection.py	39	def wrapper(args, *kwargs):	CODE
LOW	…n/python_modules/bases/FrameworkServices/UrlService.py	103	except Exception as error:	CODE
LOW	…n/python_modules/bases/FrameworkServices/UrlService.py	166	except Exception as error:	CODE
LOW	…n_modules/bases/FrameworkServices/ExecutableService.py	27	except Exception as error:	CODE
LOW	…n_modules/bases/FrameworkServices/ExecutableService.py	81	except Exception as error:	CODE
LOW	…ython_modules/bases/FrameworkServices/SimpleService.py	200	except Exception as error:	CODE
LOW	…ython_modules/bases/FrameworkServices/SocketService.py	177	except Exception as error:	CODE
LOW	…ython_modules/bases/FrameworkServices/SocketService.py	192	except Exception as error:	CODE
LOW	…ython_modules/bases/FrameworkServices/SocketService.py	209	except Exception as error:	CODE
LOW	…ython_modules/bases/FrameworkServices/SocketService.py	230	except Exception as error:	CODE
LOW	…python_modules/bases/FrameworkServices/MySQLService.py	113	except Exception as error:	CODE
MEDIUM	…python_modules/bases/FrameworkServices/MySQLService.py	32	def __connect(self):	CODE
LOW	…ython.d.plugin/python_modules/third_party/monotonic.py	200	except Exception as e:	CODE
LOW	…thon.d.plugin/python_modules/urllib3/connectionpool.py	384	except Exception as e:	CODE
LOW	…hon.d.plugin/python_modules/urllib3/util/connection.py	123	except Exception:	CODE
LOW	…ugin/python_modules/urllib3/contrib/securetransport.py	230	except Exception as e:	CODE
LOW	…ugin/python_modules/urllib3/contrib/securetransport.py	280	except Exception as e:	CODE
LOW	…_modules/urllib3/contrib/_securetransport/low_level.py	144	except Exception:	CODE
LOW	src/go/tools/functions-validation/e2e/mssql.sh	45	except Exception:	CODE
LOW	src/go/tools/functions-validation/e2e/mssql.sh	65	except Exception:	CODE
LOW	src/go/tools/functions-validation/e2e/mssql.sh	1101	except Exception:	CODE
LOW	src/go/tools/functions-validation/e2e/mssql.sh	1154	except Exception:	CODE
14 more matches not shown…

AI Slop Vocabulary24 hits · 67 pts

Severity	File	Line	Snippet	Context
MEDIUM	packaging/tools/automation/mcp/tests/test_runtime.py	408	# base_dir, both endpoint addresses and the HTTP enabled flag are harness	COMMENT
MEDIUM	packaging/tools/automation/mcp/tests/test_runtime.py	434	# Endpoints and the HTTP enabled flag are re-pinned to the harness values.	COMMENT
MEDIUM	packaging/tools/automation/mcp/netdata_mcp/runtime.py	150	# Route logs so the harness can read them back. On journald hosts use the	COMMENT
MEDIUM	packaging/tools/automation/mcp/netdata_mcp/runtime.py	229	# listener's enabled flag stay pinned (the harness' per-agent isolation	COMMENT
MEDIUM	packaging/tools/automation/mcp/netdata_mcp/runtime.py	368	# harness invariants (per-agent isolation; the reported OTLP endpoints; no	COMMENT
LOW	packaging/tools/automation/mcp/netdata_mcp/agentmcp.py	62	# 30s general / 300s SSE-read timeouts — and just add the Authorization header.	COMMENT
MEDIUM	packaging/installer/install-required-packages.sh	1746	# In pacman, you can utilize alternative flags to exactly match package names,	COMMENT
MEDIUM	tests/manual/spawn-termination-macos.sh	53	# 3 usage or harness error	COMMENT
MEDIUM	tests/manual/spawn-termination-macos.sh	89	# defect the agent fix is about - SIG_IGN surviving exec - showing up in the harness built to test	COMMENT
MEDIUM	tests/manual/spawn-termination-macos.sh	160	# Test-only hook: overrides the streaming command so this harness can be exercised on a	COMMENT
MEDIUM	tests/manual/spawn-termination-macos.sh	213	# died-sigpipe \| survived \| self-exited:<rc> \| harness-error.	COMMENT
MEDIUM	src/crates/sfst/src/trace_bloom.rs	209	// asserted loosely (< 2x target) to stay robust across crate versions.	COMMENT
MEDIUM	src/crates/netflow-plugin/src/startup_memory_tests.rs	57	#[ignore = "manual production-data startup profiling harness"]	COMMENT
MEDIUM	src/crates/netflow-plugin/src/startup_memory_tests.rs	67	#[ignore = "manual production-data startup profiling harness with multi-thread tokio runtime"]	COMMENT
MEDIUM	src/crates/netflow-plugin/src/memory_tests.rs	68	#[ignore = "manual memory profiling harness"]	COMMENT
MEDIUM	src/crates/netflow-plugin/src/memory_tests.rs	102	#[ignore = "manual memory profiling harness"]	COMMENT
MEDIUM	src/crates/netflow-plugin/src/memory_tests.rs	131	#[ignore = "manual memory profiling harness"]	COMMENT
MEDIUM	src/crates/netflow-plugin/src/memory_tests.rs	160	#[ignore = "manual memory profiling harness"]	COMMENT
LOW	…python.d.plugin/python_modules/third_party/filelock.py	110	# If we would simply return self, the lock would be acquired again	COMMENT
MEDIUM	…thon.d.plugin/python_modules/urllib3/util/selectors.py	573	""" This function serves as a first call for DefaultSelector to	STRING
MEDIUM	…ugin/python_modules/urllib3/contrib/securetransport.py	734	# trouble. Essentially we need to enumerate all of the SSL options that	COMMENT
MEDIUM	…go.d/snmp.profiles/default/_std-topology-lldp-mib.yaml	1	# Topology-focused LLDP profile for robust multi-vendor discovery.	COMMENT
MEDIUM	src/web/mcp/mcp-tools-execute-function-unittest.c	169	// prompt (no data query), keeping the control robust.	COMMENT
MEDIUM	src/daemon/status-file-dmi.c	1306	// Parse all SMBIOS structures with robust error handling	COMMENT

Self-Referential Comments22 hits · 65 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ills/repo-mirror-sources/scripts/sync-netdata-repos.sh	124	# This file is updated on commits, pulls, etc.	COMMENT
MEDIUM	.github/workflows/build.yml	971	create-nightly: # Create a nightly build release in netdata/netdata-nightlies	CODE
MEDIUM	.github/workflows/build.yml	1157	upload-release: # Create the draft release and upload the build artifacts.	CODE
MEDIUM	.github/scripts/check_latest_versions.py	15	# Create a temp output folder for the release that need update	COMMENT
MEDIUM	.github/scripts/functions.sh	3	# This file is included by download.sh & build.sh	COMMENT
MEDIUM	src/crates/netflow-plugin/configs/netflow.yaml	3	# This file is loaded by netflow-plugin when running under Netdata from:	COMMENT
MEDIUM	…llectors/log2journal/tests.d/error-invalid-syntax.yaml	1	# This file contains invalid YAML syntax to test error handling	COMMENT
MEDIUM	…ctors/python.d.plugin/python_modules/pyyaml3/reader.py	2	# This module contains abstractions for the input stream. You don't have to	COMMENT
MEDIUM	…ors/python.d.plugin/python_modules/urllib3/response.py	511	# This method is required for `io` module compatibility.	COMMENT
MEDIUM	…ors/python.d.plugin/python_modules/urllib3/response.py	515	# This method is required for `io` module compatibility.	COMMENT
MEDIUM	…hon.d.plugin/python_modules/urllib3/util/connection.py	33	# This function is copied from socket.py in the Python 2.7 standard	COMMENT
MEDIUM	…hon.d.plugin/python_modules/urllib3/util/connection.py	98	"""This function is designed to work in the context of	STRING
MEDIUM⚡	…md-journal.plugin/systemd-journal-self-signed-certs.sh	59	# Define a regular expression pattern for a valid canonical name	COMMENT
MEDIUM⚡	…md-journal.plugin/systemd-journal-self-signed-certs.sh	69	# Create the CA	COMMENT
MEDIUM	…md-journal.plugin/systemd-journal-self-signed-certs.sh	133	# Create a server certificate	COMMENT
MEDIUM	…md-journal.plugin/systemd-journal-self-signed-certs.sh	159	# Create a script to install the certificate on each server	COMMENT
MEDIUM	…md-journal.plugin/systemd-journal-self-signed-certs.sh	250	# Create the client certificates	COMMENT
MEDIUM	src/go/plugin/ibm.d/modules/mq/contexts/contexts.yaml	2	# This file defines all metrics collected by the MQ module using PCF protocol	COMMENT
MEDIUM	src/web/mcp/bridges/stdio-python/nd-mcp.py	32	# Create a JSON-RPC error response	COMMENT
MEDIUM	src/web/mcp/bridges/stdio-python/nd-mcp.py	131	# Create an event for signaling reconnection	COMMENT
MEDIUM	src/web/mcp/bridges/stdio-python/nd-mcp.py	149	# Create a wait task, but also break on retry_event being set	COMMENT
MEDIUM	src/libnetdata/log/wevt_netdata_compile.sh	19	# Create a temporary batch file	COMMENT

Verbosity Indicators34 hits · 64 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/triage-coverity/scripts/fetch-table.sh	48	# Step 1: set server-side page state.	COMMENT
LOW	.agents/skills/triage-coverity/scripts/fetch-table.sh	65	# Step 2: fetch the now-current page.	COMMENT
LOW	src/crates/sfsq/src/logs/engine.rs	235	// Step 1: evaluate every source into a shard (see `LogSource::to_shard`)	COMMENT
LOW	src/crates/sfsq/src/logs/engine.rs	264	// Step 2: paginate across every source under the unified cursor	COMMENT
LOW	src/crates/jf/journal_file/src/writer.rs	513	// Step 1: Create and write to the journal	COMMENT
LOW	src/crates/jf/journal_file/src/writer.rs	549	// Step 2: Read back and verify the journal contents	COMMENT
LOW	src/crates/jf/journal_file/src/writer.rs	620	// Step 3: Test filtering by specific fields	COMMENT
LOW	src/collectors/apps.plugin/apps_os_windows.c	526	// Step 1: Convert ANSI string (LPSTR) to wide string (UTF-16)	COMMENT
LOW⚡	src/go/plugin/go.d/pkg/pathvalidate/validate_unix.go	17	// Step 1: Resolve full symlink path	COMMENT
LOW⚡	src/go/plugin/go.d/pkg/pathvalidate/validate_unix.go	23	// Step 2: Resolve to absolute path	COMMENT
LOW⚡	src/go/plugin/go.d/pkg/pathvalidate/validate_unix.go	29	// Step 3: Stat the resolved file	COMMENT
LOW⚡	src/go/plugin/go.d/pkg/pathvalidate/validate_unix.go	35	// Step 4: Check that it is a regular file	COMMENT
LOW⚡	src/go/plugin/go.d/pkg/pathvalidate/validate_unix.go	40	// Step 5: Check file ownership and permissions	COMMENT
LOW⚡	src/go/plugin/go.d/pkg/pathvalidate/validate_unix.go	54	// Step 6: Check executable bit	COMMENT
LOW⚡	src/go/plugin/go.d/pkg/pathvalidate/validate_unix.go	59	// Step 7: Check all ancestor directories up to and including root	COMMENT
LOW	src/go/plugin/go.d/pkg/iprange/pool.go	129	// If not in a single range, we need to check if the range is covered	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/channel_commands.go	233	// Step 1: Enhanced Discovery (with channel types)	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/channel_commands.go	239	// Step 2: Filtering (including template filtering)	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/channel_commands.go	242	// Step 3: Enrichment (now pass channel info with types)	COMMENT
LOW	src/go/plugin/ibm.d/protocols/pcf/listener_commands.go	155	// Step 1: Discovery - get all listener names	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/listener_commands.go	199	// Step 2: Smart filtering decision	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/listener_commands.go	207	// Step 3: Apply filtering	COMMENT
LOW	src/go/plugin/ibm.d/protocols/pcf/listener_commands.go	248	// Step 4: Enrich selected listeners	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/topic_commands.go	116	// Step 1: Discovery	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/topic_commands.go	122	// Step 2: Filtering	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/topic_commands.go	125	// Step 3: Enrichment	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/queue_commands.go	102	// Step 1: Discovery	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/queue_commands.go	108	// Step 2: Filtering	COMMENT
LOW⚡	src/go/plugin/ibm.d/protocols/pcf/queue_commands.go	111	// Step 3: Enrichment	COMMENT
LOW	src/web/websocket/websocket-receive.c	576	// Step 1: Parse the frame header	COMMENT
LOW	src/web/websocket/websocket-receive.c	679	// Step 2: Validate the frame header	COMMENT
LOW	src/web/websocket/websocket-receive.c	732	// Step 3: Handle the frame based on its opcode	COMMENT
LOW	src/web/websocket/websocket-receive.c	810	// Step 4: Append payload data to the message	COMMENT
LOW	src/web/websocket/websocket-receive.c	840	// Step 5: At this point, we know we've processed a complete frame	COMMENT

Fake / Example Data58 hits · 62 pts

Severity	File	Line	Snippet	Context
LOW⚡	integrations/gen_docs_integrations.py	210	dummy_id = category_fragment[0]	CODE
LOW⚡	integrations/gen_docs_integrations.py	214	if dummy_id == category["id"]:	CODE
LOW⚡	integrations/gen_docs_integrations.py	217	dummy_id = f"{dummy_id}.{category_fragment[i + 1]}"	CODE
LOW⚡	src/collectors/ebpf.plugin/ebpf_unittest.c	190	char *fake_name = strdupz("I_am_not_here");	CODE
LOW⚡	src/collectors/ebpf.plugin/ebpf_unittest.c	191	if (!fake_name)	CODE
LOW⚡	src/collectors/ebpf.plugin/ebpf_unittest.c	195	test_em.info.thread_name = fake_name;	CODE
LOW⚡	src/collectors/ebpf.plugin/ebpf_unittest.c	199	freez(fake_name);	CODE
LOW	…ython_modules/bases/FrameworkServices/SimpleService.py	83	self.fake_name = None	CODE
LOW	…ython_modules/bases/FrameworkServices/SimpleService.py	105	return self.fake_name or self.name	CODE
LOW	src/go/plugin/go.d/collector/dmcache/collector_test.go	228	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/dmcache/collector_test.go	228	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/exim/collector_test.go	201	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/exim/collector_test.go	201	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/gearman/collector_test.go	278	resp := []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit.")	CODE
LOW	src/go/plugin/go.d/collector/gearman/collector_test.go	278	resp := []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit.")	CODE
LOW	src/go/plugin/go.d/collector/dovecot/collector_test.go	251	exportGlobalResponse: []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit."),	CODE
LOW	src/go/plugin/go.d/collector/dovecot/collector_test.go	251	exportGlobalResponse: []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit."),	CODE
LOW	src/go/plugin/go.d/collector/ap/collector_test.go	283	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/ap/collector_test.go	283	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	…/plugin/go.d/collector/powervault/testdata/system.json	13	"system-contact": "admin@example.com",	CODE
LOW	src/go/plugin/go.d/collector/squid/collector_test.go	185	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/squid/collector_test.go	185	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/hpssa/collector_test.go	439	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/hpssa/collector_test.go	439	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/zfspool/collector_test.go	524	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/zfspool/collector_test.go	524	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	…go/plugin/go.d/collector/adaptecraid/collector_test.go	307	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	…go/plugin/go.d/collector/adaptecraid/collector_test.go	307	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/varnish/collector_test.go	238	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/varnish/collector_test.go	238	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	…c/go/plugin/go.d/collector/memcached/collector_test.go	266	statsResponse: []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit."),	CODE
LOW	…c/go/plugin/go.d/collector/memcached/collector_test.go	266	statsResponse: []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit."),	CODE
LOW	src/go/plugin/go.d/collector/storcli/collector_test.go	265	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/storcli/collector_test.go	265	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/samba/collector_test.go	323	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/samba/collector_test.go	323	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/spigotmc/collector_test.go	305	resp := "Lorem ipsum dolor sit amet, consectetur adipiscing elit."	CODE
LOW	src/go/plugin/go.d/collector/spigotmc/collector_test.go	305	resp := "Lorem ipsum dolor sit amet, consectetur adipiscing elit."	CODE
LOW	src/go/plugin/go.d/collector/ethtool/collector_test.go	263	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/ethtool/collector_test.go	263	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/postfix/collector_test.go	224	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/postfix/collector_test.go	224	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/uwsgi/collector_test.go	275	statsResponse: []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit."),	CODE
LOW	src/go/plugin/go.d/collector/uwsgi/collector_test.go	275	statsResponse: []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit."),	CODE
LOW	src/go/plugin/go.d/collector/hddtemp/collector_test.go	258	hddTempLine: "Lorem ipsum dolor sit amet, consectetur adipiscing elit.",	CODE
LOW	src/go/plugin/go.d/collector/hddtemp/collector_test.go	258	hddTempLine: "Lorem ipsum dolor sit amet, consectetur adipiscing elit.",	CODE
LOW	src/go/plugin/go.d/collector/megacli/collector_test.go	290	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/megacli/collector_test.go	290	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/lvm/collector_test.go	222	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/lvm/collector_test.go	222	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/nsd/collector_test.go	323	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/go.d/collector/nsd/collector_test.go	323	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	src/go/plugin/ibm.d/docgen/config_parser.go	495	if placeholder, ok := opts["placeholder"]; ok {	CODE
LOW	…c/go/plugin/dem/collector/lighthouse/collector_test.go	78	"credentials": {func(c *Collector) { c.URL = "https://user:pass@example.org" }, false},	CODE
LOW	…c/go/plugin/dem/collector/lighthouse/collector_test.go	79	"username only": {func(c *Collector) { c.URL = "https://user@example.org" }, false},	CODE
LOW	…m-notify/internal/legacydelivery/commands_unix_test.go	88	"email auto finds sendmail without curl": {method: "email", tool: "sendmail", settings: `SEND_EMAIL=AUTO; EMAIL_SENDER	CODE
LOW	src/libnetdata/yaml/yaml-unittest.c	258	strcmp(json_object_get_string(prop), "John Doe") != 0) {	CODE
LOW	src/libnetdata/yaml/yaml-unittest.c	285	strcmp(json_object_get_string(street), "123 Main St") != 0) {	CODE

Redundant / Tautological Comments40 hits · 61 pts

Severity	File	Line	Snippet	Context
LOW	packaging/check-for-go-toolchain.sh	4	# Check if we need to install a Go toolchain.	COMMENT
LOW	packaging/docker/run.sh	15	# Check if user is a member of a group by GID	COMMENT
LOW	packaging/windows/find-sdk-path.sh	55	# Check if required tools exist	COMMENT
LOW	packaging/windows/find-sdk-path.sh	189	# Check if required tools exist	COMMENT
LOW	packaging/installer/kickstart-ng.sh	396	# Check if a URL is valid, and ensure it uses one of the specified protocols.	COMMENT
LOW	packaging/installer/kickstart-static64.sh	396	# Check if a URL is valid, and ensure it uses one of the specified protocols.	COMMENT
LOW	packaging/installer/netdata-uninstaller.sh	478	# Check if group exist	COMMENT
LOW	packaging/installer/kickstart.sh	396	# Check if a URL is valid, and ensure it uses one of the specified protocols.	COMMENT
LOW	packaging/installer/functions.sh	1191	# Check if user exists	COMMENT
LOW	packaging/installer/functions.sh	1239	# Check if group exist	COMMENT
LOW	packaging/installer/functions.sh	1268	# Check if group exist	COMMENT
LOW	packaging/installer/functions.sh	1275	# Check if user is in group	COMMENT
LOW	packaging/installer/functions.sh	1298	# Append username to the list	COMMENT
LOW	.github/workflows/platform-eol-check.yml	99	# Check if there is an existing issue in the repo for the platform EOL.	COMMENT
LOW	.github/scripts/platform-impending-eol.py	60	# Check if the value is a boolean	COMMENT
LOW	src/collectors/log2journal/tests.sh	140	# Check if this is a failure test	COMMENT
LOW	src/collectors/log2journal/tests.sh	263	# Check if test has any actual test files	COMMENT
LOW	…c/collectors/log2journal/log2journal.d/nginx-json.yaml	157	# Set this to MESSAGE, so you to see the error in the log.	COMMENT
LOW	…llectors/log2journal/log2journal.d/nginx-combined.yaml	84	# Set this to MESSAGE, so you to see the error in the log.	COMMENT
LOW	…tors/python.d.plugin/python_modules/pyyaml3/scanner.py	115	# Check if the next token is one of the given types.	COMMENT
LOW	…tors/python.d.plugin/python_modules/pyyaml3/scanner.py	298	# Check if a simple key is required at the current position.	COMMENT
LOW	…tors/python.d.plugin/python_modules/pyyaml3/scanner.py	352	# Check if we need to increase indentation.	COMMENT
LOW	…n_modules/bases/FrameworkServices/ExecutableService.py	71	# Check if binary exist and executable	COMMENT
LOW	…python_modules/bases/FrameworkServices/MySQLService.py	94	# Check if "self.queries" exist, not empty and all queries are in valid format	COMMENT
LOW	…thon.d.plugin/python_modules/urllib3/connectionpool.py	707	# Check if we should retry the HTTP response.	COMMENT
LOW	…ython.d.plugin/python_modules/urllib3/util/response.py	30	# Check if the object is a container for another file-like object that	COMMENT
LOW	…n.d.plugin/python_modules/urllib3/contrib/appengine.py	207	# Check if we should retry the HTTP response.	COMMENT
LOW⚡	…md-journal.plugin/systemd-journal-self-signed-certs.sh	62	# Check if ${1} matches the pattern	COMMENT
LOW	src/go/plugin/scripts.d/collector/nagios/metadata.yaml	425	# Check if a Windows service is running	COMMENT
LOW	…fig/go.d/snmp.profiles/default/_mikrotik-hardware.yaml	23	transform: \| # Set temperature to 0 when no SFP module present (MikroTik returns ~4294967168 for empty slots)	CODE
LOW	src/web/mcp/bridges/stdio-python/nd-mcp.py	254	# Check if the connection is still open	COMMENT
LOW	src/web/mcp/bridges/stdio-python/nd-mcp.py	274	# Check if this is a response to a tracked request	COMMENT
LOW	src/web/mcp/bridges/stdio-python/nd-mcp.py	290	# Check if the connection is still open	COMMENT
LOW⚡	src/web/mcp/bridges/stdio-python/nd-mcp.py	326	# Check if websocket is already closed	COMMENT
LOW	src/web/mcp/bridges/stdio-python/build.sh	10	# Check if Python is installed	COMMENT
LOW	src/web/mcp/bridges/stdio-nodejs/build.sh	10	# Check if Node.js is installed	COMMENT
LOW	src/web/mcp/bridges/stdio-nodejs/build.sh	20	# Check if package.json exists, if not create it	COMMENT
LOW	src/web/mcp/bridges/stdio-golang/build.sh	10	# Check if Go is installed	COMMENT
LOW	src/libnetdata/log/wevt_netdata_compile.sh	5	# Check if both parameters are provided	COMMENT
LOW	src/daemon/system-info.sh	90	# Check if lxcfs is mounted on /proc	COMMENT

Modern AI Meta-Vocabulary16 hits · 44 pts

Severity	File	Line	Snippet	Context
MEDIUM	CMakeLists.txt	3	# This file orchestrates. The work lives in packaging/cmake/Modules/ and in the	COMMENT
MEDIUM	…s/skills/collectors-authoring/landscape-and-domains.md	272	### Container / orchestration collectors	COMMENT
MEDIUM	.agents/skills/triage-support-bundle/environment.md	46	## Containers and orchestration	COMMENT
MEDIUM	…/skills/collectors-prometheus-profiles/chart-design.md	164	### Kubernetes-hosted microservice	COMMENT
MEDIUM	docs/npm/network-flows/configuration.md	40	journal: { ... } # tier directories, retention, query guardrails	CODE
MEDIUM	docs/npm/network-flows/configuration.md	210	### Query guardrails	COMMENT
MEDIUM	src/crates/ng-flatten/src/traces.rs	435	/// append-only id space. Id `2` (the retired traces proof scaffold's raw-OTLP	COMMENT
MEDIUM	src/crates/ng-flatten/src/logs.rs	43	/// traces proof scaffold's raw-OTLP payload — never reuse), `3` is the traces	COMMENT
MEDIUM	src/crates/file-lifecycle/src/recovery/mod.rs	32	//! - The `#[cfg(test)]` import block below: test scaffolding, not a public	COMMENT
MEDIUM	src/crates/sfst/src/index_reader/session.rs	6	//! each shared structure exactly once (the phase-4 guardrails):	COMMENT
MEDIUM	src/go/plugin/framework/chartengine/engine.go	14	// Engine is the chartengine runtime scaffold.	COMMENT
MEDIUM	src/go/plugin/framework/chartengine/engine.go	26	// New creates an engine scaffold with optional configuration.	COMMENT
MEDIUM	…/go.d/config/go.d/cloudwatch.profiles/default/eks.yaml	7	# which is agent-based and billed separately).	COMMENT
MEDIUM	src/go/plugin/go.d/docs/how-to-write-a-collector.md	82	\|-- collect.go # Collect orchestration	CODE
MEDIUM	src/go/plugin/go.d/docs/migrate-v1-to-v2.md	159	collect.go # Collect orchestration	CODE
MEDIUM	src/go/plugin/ibm.d/modules/README.md	7	├── collector.go # orchestration logic	CODE

Example Usage Blocks23 hits · 34 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/triage-agent-events/scripts/_lib.sh	8	# Usage:	COMMENT
LOW	…skills/triage-support-bundle/scripts/bundle-summary.sh	10	# Usage:	COMMENT
LOW	…ents/skills/triage-coverity/scripts/finalize-defect.sh	4	# Usage:	COMMENT
LOW	.agents/skills/triage-coverity/scripts/fetch-table.sh	4	# Usage:	COMMENT
LOW	…gents/skills/triage-coverity/scripts/prepare-defect.sh	4	# Usage:	COMMENT
LOW	…/skills/triage-coverity/scripts/resolve-cid-to-diid.sh	10	# Usage:	COMMENT
LOW	.agents/skills/triage-coverity/scripts/update-triage.sh	4	# Usage:	COMMENT
LOW	.agents/skills/triage-coverity/scripts/keepalive.sh	12	# Usage:	COMMENT
LOW	.agents/skills/triage-coverity/scripts/fetch-details.sh	4	# Usage:	COMMENT
LOW	.agents/skills/triage-sonarqube/scripts/sonar-search.sh	4	# Usage:	COMMENT
LOW	.agents/skills/triage-codeql/scripts/codeql-dismiss.sh	4	# Usage:	COMMENT
LOW	.agents/skills/triage-codeql/scripts/codeql-list.sh	4	# Usage:	COMMENT
LOW	.agents/skills/repo-pr-reviews/scripts/trigger-cubic.sh	7	# Usage:	COMMENT
LOW	…ts/skills/repo-pr-reviews/scripts/wait-for-activity.sh	5	# Usage:	COMMENT
LOW	…gents/skills/repo-pr-reviews/scripts/resolve-thread.sh	4	# Usage:	COMMENT
LOW	.agents/skills/repo-pr-reviews/scripts/ci-status.sh	4	# Usage:	COMMENT
LOW	…skills/repo-pr-reviews/scripts/fetch-sonar-findings.sh	4	# Usage:	COMMENT
LOW	…s/skills/repo-pr-reviews/scripts/trigger-coderabbit.sh	9	# Usage:	COMMENT
LOW	.agents/skills/repo-pr-reviews/scripts/reply-thread.sh	4	# Usage:	COMMENT
LOW	…ts/skills/repo-pr-reviews/scripts/list-open-threads.sh	3	# Usage:	COMMENT
LOW	.agents/skills/repo-pr-reviews/scripts/fetch-all.sh	4	# Usage:	COMMENT
LOW	…ents/skills/repo-pr-reviews/scripts/trigger-copilot.sh	8	# Usage:	COMMENT
LOW	…twork-viewer.plugin/tests/validate_topology_payload.py	9	# Usage:	COMMENT

Modern Structural Boilerplate24 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	packaging/tools/automation/mcp/tests/test_runner.py	143	def _set_proc(self, proc) -> None:	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/run.py	88	def _set_proc(self, proc: asyncio.subprocess.Process) -> None:	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/runner.py	224	def _set_proc(self, proc: asyncio.subprocess.Process) -> None: ...	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/streams.py	233	def _set_proc(self, proc: asyncio.subprocess.Process) -> None:	CODE
LOW	packaging/tools/automation/mcp/netdata_mcp/jobs.py	85	def _set_proc(self, proc: asyncio.subprocess.Process) -> None:	CODE
LOW	…tors/python.d.plugin/python_modules/pyyaml3/scanner.py	28	__all__ = ['Scanner', 'ScannerError']	CODE
LOW	…ectors/python.d.plugin/python_modules/pyyaml3/error.py	3	__all__ = ['Mark', 'YAMLError', 'MarkedYAMLError']	CODE
LOW	…/python.d.plugin/python_modules/pyyaml3/constructor.py	3	__all__ = ['BaseConstructor', 'SafeConstructor', 'Constructor',	CODE
LOW	…ors/python.d.plugin/python_modules/pyyaml3/composer.py	3	__all__ = ['Composer', 'ComposerError']	CODE
LOW	…/python.d.plugin/python_modules/pyyaml3/representer.py	3	__all__ = ['BaseRepresenter', 'SafeRepresenter', 'Representer',	CODE
LOW	…ctors/python.d.plugin/python_modules/pyyaml3/dumper.py	3	__all__ = ['BaseDumper', 'SafeDumper', 'Dumper']	CODE
LOW	…ectors/python.d.plugin/python_modules/pyyaml3/cyaml.py	3	__all__ = ['CBaseLoader', 'CSafeLoader', 'CLoader',	CODE
LOW	…ctors/python.d.plugin/python_modules/pyyaml3/parser.py	63	__all__ = ['Parser', 'ParserError']	CODE
LOW	…ctors/python.d.plugin/python_modules/pyyaml3/reader.py	19	__all__ = ['Reader', 'ReaderError']	CODE
LOW	…ctors/python.d.plugin/python_modules/pyyaml3/loader.py	3	__all__ = ['BaseLoader', 'SafeLoader', 'Loader']	CODE
LOW	…ors/python.d.plugin/python_modules/pyyaml3/resolver.py	3	__all__ = ['BaseResolver', 'Resolver']	CODE
LOW	…s/python.d.plugin/python_modules/pyyaml3/serializer.py	3	__all__ = ['Serializer', 'SerializerError']	CODE
LOW	…tors/python.d.plugin/python_modules/pyyaml3/emitter.py	10	__all__ = ['Emitter', 'EmitterError']	CODE
LOW⚡	…python.d.plugin/python_modules/third_party/filelock.py	63	__all__ = [	CODE
LOW	…tors/python.d.plugin/python_modules/urllib3/request.py	8	__all__ = ['RequestMethods']	CODE
LOW	…/python.d.plugin/python_modules/urllib3/poolmanager.py	17	__all__ = ['PoolManager', 'ProxyManager', 'proxy_from_url']	CODE
LOW	…python.d.plugin/python_modules/urllib3/_collections.py	27	__all__ = ['RecentlyUsedContainer', 'HTTPHeaderDict']	CODE
LOW	…ugin/python_modules/urllib3/contrib/securetransport.py	60	__all__ = ['inject_into_urllib3', 'extract_from_urllib3']	CODE
LOW	…n.d.plugin/python_modules/urllib3/contrib/pyopenssl.py	73	__all__ = ['inject_into_urllib3', 'extract_from_urllib3']	CODE

AI Structural Patterns24 hits · 24 pts

Severity	File	Line	Context
LOW	packaging/tools/automation/mcp/netdata_mcp/streams.py	84	CODE
LOW	…ng/tools/automation/mcp/netdata_mcp/tools/otel_push.py	99	CODE
LOW	…ng/tools/automation/mcp/netdata_mcp/tools/otel_push.py	145	CODE
LOW	…ng/tools/automation/mcp/netdata_mcp/tools/otel_logs.py	124	CODE
LOW	…/tools/automation/mcp/netdata_mcp/tools/otel_config.py	167	CODE
LOW	…ors/python.d.plugin/python_modules/pyyaml3/__init__.py	126	CODE
LOW	…ors/python.d.plugin/python_modules/pyyaml3/__init__.py	163	CODE
LOW	…ctors/python.d.plugin/python_modules/pyyaml3/dumper.py	12	CODE
LOW	…ctors/python.d.plugin/python_modules/pyyaml3/dumper.py	30	CODE
LOW	…ctors/python.d.plugin/python_modules/pyyaml3/dumper.py	48	CODE
LOW	…ectors/python.d.plugin/python_modules/pyyaml3/cyaml.py	38	CODE
LOW	…ectors/python.d.plugin/python_modules/pyyaml3/cyaml.py	55	CODE
LOW	…ectors/python.d.plugin/python_modules/pyyaml3/cyaml.py	72	CODE
LOW	…n/python_modules/bases/FrameworkServices/UrlService.py	149	CODE
LOW	…ctors/python.d.plugin/python_modules/urllib3/fields.py	48	CODE
LOW	…ors/python.d.plugin/python_modules/urllib3/response.py	114	CODE
LOW	…thon.d.plugin/python_modules/urllib3/connectionpool.py	162	CODE
LOW	…thon.d.plugin/python_modules/urllib3/connectionpool.py	447	CODE
LOW	…thon.d.plugin/python_modules/urllib3/connectionpool.py	753	CODE
LOW	…thon.d.plugin/python_modules/urllib3/util/selectors.py	377	CODE
LOW	…rs/python.d.plugin/python_modules/urllib3/util/ssl_.py	279	CODE
LOW	…s/python.d.plugin/python_modules/urllib3/util/retry.py	153	CODE
LOW	…ugin/python_modules/urllib3/contrib/securetransport.py	518	CODE
LOW	src/collectors/python.d.plugin/pandas/pandas.chart.py	50	CODE

Synthetic Comment Markers3 hits · 22 pts

Severity	File	Line	Snippet	Context
HIGH	src/web/mcp/mcp-initialize.c	273	// Add _meta field (optional) - empty as requested	COMMENT
HIGH	src/libnetdata/aral/aral.h	42	// return the size of the element, as requested	COMMENT
HIGH	src/libnetdata/socket/socket.c	310	// Set the FD_CLOEXEC flag as requested	COMMENT

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	…go.d/config/go.d/snmp.profiles/default/checkpoint.yaml	67	# In this example, the OS Version is 2.6, at the moment it's not possible to add metadata based on 2 OID	COMMENT

TODO Padding3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…config/go.d/snmp.profiles/default/_cisco-metadata.yaml	33	# TODO: Add tests (possibly unit tests) for profile regex patterns	COMMENT
LOW	src/go/plugin/go.d/collector/httpcheck/cookiejar.go	20	// TODO: implement proper cookie auth support	COMMENT
LOW	src/go/plugin/ibm.d/protocols/pcf/channel_commands.go	267	// TODO: Add error counting when we update parseChannelInfoFromParams	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/go/plugin/go.d/collector/smartctl/metadata.yaml	60	Netdata requires the `SYS_RAWIO` capability and access to the storage devices to run the `smartctl` collec	CODE

netdata/netdata

Open-Source Code Quality, Security and Technical Debt Review