esphome/esphome

10.4

Adjusted Score

10.4

Raw Score

100%

Time Factor

2026-08-28

Last Push

11.6K

Stars

C++

Language

812.1K

Lines of Code

8.4K

Files

7.5K

Pattern Hits

2026-08-29

Scan Date

0.01

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 0HIGH 71MEDIUM 533LOW 6867

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 7471 distinct pattern matches across 21 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers4917 hits · 4268 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit_tests/test_api_client.py	21	def test_component_shim_reexports_runtime_client() -> None:	CODE
LOW	tests/unit_tests/test_api_client.py	32	async def test_async_run_logs_full_flow(caplog) -> None:	CODE
LOW	tests/unit_tests/test_api_client.py	89	async def test_async_run_logs_never_resolves_without_crash_lines() -> None:	CODE
LOW	tests/unit_tests/test_api_client.py	123	def test_run_logs_suppresses_keyboard_interrupt() -> None:	CODE
LOW	tests/unit_tests/test_api_client.py	142	async def test_async_run_logs_passes_deep_sleep(	CODE
LOW	tests/unit_tests/test_api_client.py	169	async def test_async_run_logs_mqtt_resolver_feeds_addresses(caplog) -> None:	CODE
LOW	tests/unit_tests/test_api_client.py	205	async def test_async_run_logs_mqtt_resolver_no_addresses_keeps_running() -> None:	CODE
LOW	tests/unit_tests/test_api_client.py	239	async def test_async_run_logs_mqtt_resolver_stopped_on_teardown() -> None:	CODE
LOW	tests/unit_tests/test_api_client.py	276	async def test_async_run_logs_mqtt_resolver_crash_still_stops_cleanly(caplog) -> None:	CODE
LOW	tests/unit_tests/test_api_client.py	309	async def test_async_run_logs_connect_cancels_mqtt_discovery() -> None:	CODE
LOW	tests/unit_tests/test_api_client.py	353	async def test_async_run_logs_connect_before_discovery_skips_lookup() -> None:	CODE
LOW	tests/unit_tests/test_api_client.py	384	async def test_async_run_logs_mqtt_resolver_duplicate_addresses_logged(caplog) -> None:	CODE
LOW	tests/unit_tests/test_api_client.py	421	async def test_async_run_logs_base_exception_escape_logged_at_teardown(caplog) -> None:	CODE
LOW	tests/unit_tests/test_api_client.py	456	async def test_async_run_logs_stubborn_worker_cancelled_at_teardown() -> None:	CODE
LOW⚡	tests/unit_tests/test_upload_targets.py	19	def test_get_port_type_serial(port: str) -> None:	CODE
LOW⚡	tests/unit_tests/test_upload_targets.py	24	def test_get_port_type_bootsel() -> None:	CODE
LOW⚡	tests/unit_tests/test_upload_targets.py	34	def test_get_port_type_mqttip() -> None:	CODE
LOW	tests/unit_tests/test_upload_targets.py	48	def test_get_port_type_network(port: str) -> None:	CODE
LOW	tests/unit_tests/test_upload_targets.py	53	def test_port_type_values_are_stable() -> None:	CODE
LOW	tests/unit_tests/test_upload_targets.py	67	def test_main_re_exports_for_backwards_compat() -> None:	CODE
LOW⚡	tests/unit_tests/test_web_server_logs.py	140	def test_consume_emits_only_log_frames(	CODE
LOW⚡	tests/unit_tests/test_web_server_logs.py	173	def test_stream_returns_false_when_connect_fails(	CODE
LOW⚡	tests/unit_tests/test_web_server_logs.py	223	def test_run_logs_streams_then_reconnects_until_interrupt(	CODE
LOW	tests/unit_tests/test_web_server_logs.py	114	def test_build_urls_dedups_and_skips_unresolvable(	CODE
LOW	tests/unit_tests/test_web_server_logs.py	156	def test_consume_ignores_unterminated_trailing_frame(	CODE
LOW	tests/unit_tests/test_web_server_logs.py	192	def test_stream_returns_true_when_established_then_dropped(	CODE
LOW	tests/unit_tests/test_web_server_logs.py	251	def test_run_logs_passes_basic_auth(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	tests/unit_tests/test_web_server_logs.py	281	def test_run_logs_no_auth_when_credentials_missing(	CODE
LOW	tests/unit_tests/test_web_server_logs.py	308	def test_run_logs_raises_on_auth_failure(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	tests/unit_tests/test_web_server_logs.py	321	def test_run_logs_retries_on_transient_status(	CODE
LOW	tests/unit_tests/test_web_server_logs.py	343	def test_run_logs_raises_on_permanent_status(	CODE
LOW	tests/unit_tests/test_web_server_logs.py	358	def test_run_logs_backs_off_on_repeated_failure(	CODE
LOW	tests/unit_tests/test_web_server_logs.py	377	def test_run_logs_reports_unresolvable(	CODE
LOW	tests/unit_tests/test_wizard.py	44	def test_sanitize_quotes_replaces_with_escaped_char():	CODE
LOW	tests/unit_tests/test_wizard.py	58	def test_config_file_fallback_ap_includes_descriptive_name(	CODE
LOW	tests/unit_tests/test_wizard.py	91	def test_config_file_should_include_ota(default_config: dict[str, Any]):	CODE
LOW	tests/unit_tests/test_wizard.py	104	def test_config_file_should_include_ota_when_password_set(	CODE
LOW	tests/unit_tests/test_wizard.py	121	def test_config_file_should_include_api_encryption_key(	CODE
LOW	tests/unit_tests/test_wizard.py	139	def test_wizard_write_sets_platform(	CODE
LOW	tests/unit_tests/test_wizard.py	178	def test_wizard_upload_config(tmp_path: Path, monkeypatch: MonkeyPatch):	CODE
LOW	tests/unit_tests/test_wizard.py	329	def test_safe_print_step_prints_step_number_and_description(monkeypatch: MonkeyPatch):	CODE
LOW	tests/unit_tests/test_wizard.py	353	def test_default_input_uses_default_if_no_input_supplied(monkeypatch: MonkeyPatch):	CODE
LOW	tests/unit_tests/test_wizard.py	369	def test_default_input_uses_user_supplied_value(monkeypatch: MonkeyPatch):	CODE
LOW	tests/unit_tests/test_wizard.py	386	def test_strip_accents_removes_diacritics():	CODE
LOW	tests/unit_tests/test_wizard.py	402	def test_wizard_rejects_path_with_invalid_extension():	CODE
LOW	tests/unit_tests/test_wizard.py	417	def test_wizard_rejects_existing_files(tmp_path):	CODE
LOW	tests/unit_tests/test_wizard.py	507	def test_wizard_offers_better_node_name(	CODE
LOW	tests/unit_tests/test_wizard.py	540	def test_wizard_requires_correct_platform(	CODE
LOW	tests/unit_tests/test_wizard.py	564	def test_wizard_requires_correct_board(	CODE
LOW	tests/unit_tests/test_wizard.py	588	def test_wizard_requires_valid_ssid(	CODE
LOW	tests/unit_tests/test_wizard.py	612	def test_wizard_write_protects_existing_config(	CODE
LOW	tests/unit_tests/test_wizard.py	633	def test_wizard_accepts_ota_password(	CODE
LOW	tests/unit_tests/test_wizard.py	660	def test_wizard_accepts_rpipico_board(tmp_path: Path, monkeypatch: MonkeyPatch):	CODE
LOW	tests/unit_tests/test_wizard.py	691	def test_fallback_psk_uses_secrets_choice(	CODE
LOW⚡	tests/unit_tests/test_address_cache.py	13	def test_normalize_simple_hostname() -> None:	CODE
LOW⚡	tests/unit_tests/test_address_cache.py	20	def test_normalize_removes_trailing_dots() -> None:	CODE
LOW⚡	tests/unit_tests/test_address_cache.py	28	def test_normalize_converts_to_lowercase() -> None:	CODE
LOW	tests/unit_tests/test_address_cache.py	102	def test_get_addresses_auto_detection() -> None:	CODE
LOW	tests/unit_tests/test_address_cache.py	124	def test_add_mdns_addresses_stores_and_normalizes() -> None:	CODE
LOW	tests/unit_tests/test_address_cache.py	137	def test_add_mdns_addresses_empty_is_noop() -> None:	CODE
4857 more matches not shown…

Decorative Section Separators407 hits · 1480 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ker/ha-addon-rootfs/etc/cont-init.d/30-esphome-fork.sh	2	# ==============================================================================	COMMENT
MEDIUM	…ker/ha-addon-rootfs/etc/cont-init.d/30-esphome-fork.sh	7	# ==============================================================================	COMMENT
MEDIUM⚡	tests/unit_tests/test_web_server_logs.py	135	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_web_server_logs.py	137	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_web_server_logs.py	168	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_web_server_logs.py	170	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_web_server_logs.py	218	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_web_server_logs.py	220	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_web_server_logs.py	85	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_web_server_logs.py	87	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_preference_hash_stability.py	27	# =============================================================================	COMMENT
MEDIUM⚡	tests/unit_tests/test_preference_hash_stability.py	29	# =============================================================================	COMMENT
MEDIUM⚡	tests/unit_tests/test_preference_hash_stability.py	35	# =====================================================================	COMMENT
MEDIUM⚡	tests/unit_tests/test_preference_hash_stability.py	37	# =====================================================================	COMMENT
MEDIUM	tests/unit_tests/test_preference_hash_stability.py	73	# =====================================================================	COMMENT
MEDIUM	tests/unit_tests/test_preference_hash_stability.py	75	# =====================================================================	COMMENT
MEDIUM	tests/unit_tests/test_preference_hash_stability.py	96	# =====================================================================	COMMENT
MEDIUM	tests/unit_tests/test_preference_hash_stability.py	98	# =====================================================================	COMMENT
MEDIUM⚡	tests/unit_tests/test_preference_hash_stability.py	138	# =============================================================================	COMMENT
MEDIUM⚡	tests/unit_tests/test_preference_hash_stability.py	140	# =============================================================================	COMMENT
MEDIUM	tests/unit_tests/test_preference_hash_stability.py	194	# =============================================================================	COMMENT
MEDIUM	tests/unit_tests/test_preference_hash_stability.py	196	# =============================================================================	COMMENT
MEDIUM⚡	tests/unit_tests/test_loader.py	563	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_loader.py	565	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_loader.py	24	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_loader.py	26	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_loader.py	179	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_loader.py	183	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_loader.py	343	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_loader.py	345	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_substitutions.py	709	# ── IncludeFile / package loading tests ────────────────────────────────────	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_normalization.py	202	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_normalization.py	205	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_config_normalization.py	120	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_config_normalization.py	123	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_web_server_ota.py	53	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_web_server_ota.py	55	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_web_server_ota.py	167	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_web_server_ota.py	169	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	102	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	104	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	119	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	121	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	173	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	175	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	213	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	215	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	300	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	302	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	446	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	448	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	509	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	511	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	759	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	761	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	846	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	848	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	1563	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	1565	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	1597	# ---------------------------------------------------------------------------	COMMENT
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Over-Commented Block1027 hits · 1009 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit_tests/test_lazy_imports.py	41	API_HEAVY_MODULES = ("aioesphomeapi",)	COMMENT
LOW	tests/unit_tests/components/test_rp2_generate_boards.py	21	#define PIN_SERIAL1_RX (1u)	COMMENT
LOW	tests/integration/test_status_flags.py	141		COMMENT
LOW	tests/components/core/test_component_iterator.cpp	1	#include <gtest/gtest.h>	COMMENT
LOW	tests/components/core/test_lock_free_queue_single.cpp	1	// Exercises the LockFreeQueue PlainAtomic path under ESPHOME_THREAD_SINGLE —	COMMENT
LOW	tests/components/psram/validate.esp32-idf.yaml	1	# Config-only: with no options the single-mode ESP32 resolves mode -> quad and	COMMENT
LOW	tests/components/psram/validate.esp32-p4-idf.yaml	1	# Config-only: the ESP32-P4 has a distinct value set (hex mode, 20/100/200MHz).	COMMENT
LOW	tests/components/mitsubishi_cn105/common.h	1	#pragma once	COMMENT
LOW	…ts/mitsubishi_cn105/climate/mitsubishi_cn105_tests.cpp	201	// Partial frame (declares payload len=5, but we cut it short)	COMMENT
LOW	…ts/mitsubishi_cn105/climate/mitsubishi_cn105_tests.cpp	221	// ─────────────────────────────	COMMENT
LOW	…omponents/epaper_spi/display/test_t133a01_transfer.cpp	21		COMMENT
LOW	tests/components/camera/common.yaml	1	# Camera is a base component auto-loaded by esp32_camera	COMMENT
LOW	tests/components/bluetooth_proxy/test.rp2040-ard.yaml	1	# Full proxy on the rp2 BLE hub: active defaults to true here (esp32 parity),	COMMENT
LOW	…mponents/ble_device_base/test_scan_response_merger.cpp	1	// The host test build gets this from the manifest override; clang-tidy does not.	COMMENT
LOW	tests/components/ble_device_base/test_raw_callback.cpp	1	#include <gtest/gtest.h>	COMMENT
LOW	tests/components/packet_transport/common.h	1	#pragma once	COMMENT
LOW	tests/components/time/is_valid.cpp	1	// Regression tests for ESPTime::is_valid() optional checks.	COMMENT
LOW	tests/components/time/posix_tz.cpp	1	// Tests for time conversion functions, DST detection, and ESPTime::strptime.	COMMENT
LOW	…/components/modbus_controller/command_payload_test.cpp	1	#include <gtest/gtest.h>	COMMENT
LOW	tests/components/modbus_client/common.yaml	1	# The modbus_client actions are self-contained hub devices: each takes the hub (auto-resolved when there	COMMENT
LOW	tests/components/modbus/heap_probe_test.cpp	1	#include <gtest/gtest.h>	COMMENT
LOW	tests/components/modbus/modbus_client_hub_test.cpp	1	#include <gtest/gtest.h>	COMMENT
LOW	tests/benchmarks/core/bench_scheduler.cpp	1	#include <benchmark/benchmark.h>	COMMENT
LOW	tests/benchmarks/components/api/bench_helpers.h	1	#pragma once	COMMENT
LOW	…uild_components/common/uart_bridge_2/esp32-s3-idf.yaml	1	# Common configuration for 2-channel UART bridge/expander chips	COMMENT
LOW	…t_build_components/common/uart_bridge_2/esp32-idf.yaml	1	# Common configuration for 2-channel UART bridge/expander chips	COMMENT
LOW	…uild_components/common/uart_bridge_4/esp32-s3-idf.yaml	1	# Common configuration for 4-channel UART bridge/expander chips	COMMENT
LOW	…t_build_components/common/uart_bridge_4/esp32-idf.yaml	1	# Common configuration for 4-channel UART bridge/expander chips	COMMENT
LOW	…build_components/common/test_display/test_display.yaml	1	# Shared "test display" package for component tests.	COMMENT
LOW	script/build_language_schema.py	1161	if isinstance(k, vol.Marker) and callable(k.schema):	COMMENT
LOW	script/merge_component_configs.py	161	return data	COMMENT
LOW	script/determine-jobs.py	721	benchmarked_components = {	COMMENT
LOW	script/list-components.py	61	changed = changed_files(args.branch)	COMMENT
LOW	script/analyze_component_buses.py	361	# Note: Components using $component_dir are now groupable because the merge	COMMENT
LOW	script/split_components_for_ci.py	101		COMMENT
LOW	script/split_components_for_ci.py	161	# Components with the same signature stay in the same batches	COMMENT
LOW	.github/workflows/sync-device-classes.yml	61	uv pip install --system -r requirements.txt -r requirements_test.txt	COMMENT
LOW	.github/workflows/codeql.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	.github/workflows/codeql.yml	41	# - language: c-cpp	COMMENT
LOW	.github/workflows/codeql.yml	61	languages: ${{ matrix.language }}	COMMENT
LOW	.github/workflows/ci.yml	321	runs-on: ubuntu-24.04	COMMENT
LOW	.github/workflows/ci.yml	1181	version: "0.11.15"	COMMENT
LOW	esphome/git.py	41	# entry lock so that recovery cannot hang forever behind another process.	COMMENT
LOW	esphome/git.py	221		COMMENT
LOW	esphome/git.py	781	# can tell a quiescent complete entry from one mid-rewrite,	COMMENT
LOW	esphome/yaml_util.py	721	"While constructing a mapping",	COMMENT
LOW	esphome/util.py	221	# real result is already on its way out; raising here would	COMMENT
LOW	esphome/framework_helpers.py	1081	# No sha, no size, and the server sent no usable	COMMENT
LOW	esphome/coroutine.py	81	# Examples: async_tcp (200)	COMMENT
LOW	esphome/coroutine.py	121	WEB_SERVER_OTA = 52	COMMENT
LOW	esphome/loader.py	341	# ``esphome/component_aliases.py`` (CI and a unit test fail if the registry	COMMENT
LOW	esphome/loader.py	541	try:	COMMENT
LOW	esphome/api_client.py	121	# safe_print handles the dashboard \033 escaping and falls back	COMMENT
LOW	esphome/__main__.py	2581	parser_bundle.add_argument(	COMMENT
LOW	esphome/core/time.h	1	#pragma once	COMMENT
LOW	esphome/core/helpers.cpp	1	#include "esphome/core/helpers.h"	COMMENT
LOW	esphome/core/progmem.h	1	#pragma once	COMMENT
LOW	esphome/core/progmem.h	21	#define ESPHOME_snprintf_P snprintf_P	COMMENT
LOW	esphome/core/progmem.h	41	#define ESPHOME_PSTR(s) (s)	COMMENT
LOW	esphome/core/version.h	1	#pragma once	COMMENT
967 more matches not shown…

Unused Imports433 hits · 386 pts

Severity	File	Line	Context
LOW	tests/unit_tests/test_api_client.py	3	CODE
LOW	tests/unit_tests/test_web_server_logs.py	3	CODE
LOW	tests/unit_tests/test_address_cache.py	3	CODE
LOW	tests/unit_tests/test_async_thread.py	3	CODE
LOW	tests/unit_tests/test_arduino_library.py	3	CODE
LOW	tests/unit_tests/test_lazy_imports.py	15	CODE
LOW	tests/unit_tests/test_platformio_runner.py	3	CODE
LOW	tests/unit_tests/test_compiled_config.py	3	CODE
LOW	tests/unit_tests/test_config_prefetch.py	3	CODE
LOW	tests/unit_tests/test_platformio_extra_script.py	3	CODE
LOW	tests/unit_tests/test_dashboard_import.py	10	CODE
LOW	tests/unit_tests/test_platformio_registry.py	3	CODE
LOW	tests/unit_tests/test_size_summary.py	3	CODE
LOW	tests/unit_tests/test_mqtt.py	3	CODE
LOW	tests/unit_tests/test_espota2.py	3	CODE
LOW	tests/unit_tests/test_util.py	3	CODE
LOW	tests/unit_tests/test_happy_eyeballs.py	3	CODE
LOW	tests/unit_tests/test_web_server_ota.py	3	CODE
LOW	tests/unit_tests/test_bundle.py	3	CODE
LOW	tests/unit_tests/test_download_types.py	8	CODE
LOW	tests/unit_tests/test_platform_hooks.py	9	CODE
LOW	tests/unit_tests/test_espidf_runner.py	3	CODE
LOW	tests/unit_tests/test_stacktrace.py	3	CODE
LOW	tests/unit_tests/test_zeroconf.py	11	CODE
LOW	tests/unit_tests/test_main.py	3	CODE
LOW	tests/unit_tests/test_resolver.py	3	CODE
LOW	tests/unit_tests/test_arduino8266_framework.py	3	CODE
LOW	tests/unit_tests/test_web_server_helpers.py	3	CODE
LOW	tests/unit_tests/components/test_esp8266.py	3	CODE
LOW	tests/unit_tests/components/test_rp2_generate_boards.py	3	CODE
LOW	tests/unit_tests/components/file/test_image.py	3	CODE
LOW	tests/unit_tests/components/shelly_dimmer/test_light.py	3	CODE
LOW	…ts/unit_tests/components/esp8266/test_build_surgery.py	3	CODE
LOW	tests/unit_tests/components/api/test_api_proto.py	31	CODE
LOW	…it_tests/components/api/test_api_protobuf_generator.py	9	CODE
LOW	tests/unit_tests/components/gsl3670/test_touchscreen.py	3	CODE
LOW	tests/unit_tests/components/font/test_init.py	3	CODE
LOW	tests/unit_tests/components/bme68x_bsec2/test_init.py	3	CODE
LOW	tests/unit_tests/components/lvgl/test_table_codegen.py	3	CODE
LOW	tests/unit_tests/components/lvgl/test_table_config.py	3	CODE
LOW	tests/unit_tests/build_gen/test_build_tool.py	3	CODE
LOW	tests/unit_tests/build_gen/test_platformio.py	3	CODE
LOW	tests/unit_tests/build_gen/test_espidf.py	3	CODE
LOW	tests/unit_tests/build_helpers/test_size_summary.py	3	CODE
LOW	tests/unit_tests/build_helpers/test_ccache.py	3	CODE
LOW	tests/unit_tests/build_helpers/test_ninja.py	3	CODE
LOW	tests/integration/test_large_message_batching.py	3	CODE
LOW	tests/integration/test_host_mode_many_entities.py	3	CODE
LOW	tests/integration/test_wait_until_ordering.py	10	CODE
LOW	tests/integration/test_select_stringref_trigger.py	3	CODE
LOW	…sts/integration/test_binary_sensor_invalidate_state.py	10	CODE
LOW	tests/integration/test_gpio_expander_cache.py	3	CODE
LOW	tests/integration/test_text_command.py	8	CODE
LOW	tests/integration/test_api_action_responses.py	6	CODE
LOW	tests/integration/test_host_mode_basic.py	3	CODE
LOW	tests/integration/test_script_array_params.py	10	CODE
LOW	…ts/integration/test_logger_buffered_recursion_guard.py	24	CODE
LOW	tests/integration/test_addressable_light_transition.py	19	CODE
LOW	tests/integration/test_uart_mock_modbus.py	18	CODE
LOW	tests/integration/conftest.py	3	CODE
373 more matches not shown…

Self-Referential Comments91 hits · 276 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	tests/unit_tests/test_loader.py	123	# Create a mock module with FILTER_SOURCE_FILES function	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	852	# Create a real file with markers	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	942	# Create a file with begin marker but no end marker	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	964	# Create a file with duplicate begin markers	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	1119	# Create an absolute custom build path directory with contents	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	1217	# Create a file in cwd that must NOT be cleaned	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	1582	# Create a read-only file (simulating git pack files on Windows)	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	1616	# Create a subdirectory with read-only files	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	2240	# Create a source file	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	2361	# Create an existing source file in the build tree	COMMENT
MEDIUM	tests/unit_tests/test_substitutions.py	209	# Create an OrderedDict config with substitutions	COMMENT
MEDIUM	tests/unit_tests/test_substitutions.py	299	# Create a minimal valid config	COMMENT
MEDIUM	tests/unit_tests/test_substitutions.py	329	# Create a minimal valid config	COMMENT
MEDIUM	tests/unit_tests/test_espota2.py	744	# Create a real firmware file	COMMENT
MEDIUM	tests/unit_tests/test_espota2.py	954	# Create a real firmware file	COMMENT
MEDIUM⚡	tests/unit_tests/test_git.py	122	# Create a simple git repo to test with	COMMENT
MEDIUM	tests/unit_tests/test_git.py	729	# Create the git repo directory structure	COMMENT
MEDIUM	tests/unit_tests/test_git.py	795	# Create the git repo directory structure	COMMENT
MEDIUM	tests/unit_tests/test_git.py	844	# Create the git repo directory structure	COMMENT
MEDIUM	tests/unit_tests/test_git.py	898	# Create the git repo directory structure	COMMENT
MEDIUM	tests/unit_tests/test_git.py	977	# Create the git repo directory structure	COMMENT
MEDIUM	tests/unit_tests/test_git.py	805	fetch_head.touch() # Create the file	CODE
MEDIUM	tests/unit_tests/test_git.py	854	fetch_head.touch() # Create the file	CODE
MEDIUM	tests/unit_tests/test_git.py	987	fetch_head.touch() # Create the file	CODE
MEDIUM	tests/unit_tests/test_util.py	917	# Create the expected directory structure	COMMENT
MEDIUM⚡	tests/unit_tests/test_yaml_util.py	135	# Create an empty secrets file	COMMENT
MEDIUM⚡	tests/unit_tests/test_yaml_util.py	145	# Create a YAML file with a secret but no secrets.yaml	COMMENT
MEDIUM	tests/unit_tests/test_yaml_util.py	123	# Create a YAML file with a secret that doesn't exist	COMMENT
MEDIUM	tests/unit_tests/test_yaml_util.py	166	# Create a subdirectory with a YAML file that uses secrets	COMMENT
MEDIUM	tests/unit_tests/test_yaml_util.py	370	# Create a dict with unsorted keys	COMMENT
MEDIUM⚡	tests/unit_tests/test_helpers.py	783	# Create a file	COMMENT
MEDIUM⚡	tests/unit_tests/test_helpers.py	794	# Create a file where we want to create a directory	COMMENT
MEDIUM	tests/unit_tests/test_helpers.py	888	# Create a directory and make it read-only	COMMENT
MEDIUM	tests/unit_tests/test_main.py	1623	# Create the actual firmware files so they exist	COMMENT
MEDIUM	tests/unit_tests/test_main.py	1731	# Create a test firmware file	COMMENT
MEDIUM	tests/unit_tests/test_main.py	4998	# Create a mock OSError with a specific message	COMMENT
MEDIUM	tests/unit_tests/test_main.py	5026	# Create a mock OSError without a message	COMMENT
MEDIUM	tests/unit_tests/test_config_helpers.py	43	# Create the filter function	COMMENT
MEDIUM	tests/unit_tests/test_config_helpers.py	82	# Create the filter function	COMMENT
MEDIUM	tests/unit_tests/test_config_helpers.py	111	# Create the filter function	COMMENT
MEDIUM	tests/unit_tests/core/test_config.py	722	# Create a file (not a directory)	COMMENT
MEDIUM	tests/unit_tests/core/test_config.py	725	# Create a directory without __init__.py	COMMENT
MEDIUM	tests/integration/conftest.py	97	# Create the test cache directory if it doesn't exist	COMMENT
MEDIUM	tests/integration/conftest.py	380	# Create a future to signal when connected	COMMENT
MEDIUM	tests/integration/conftest.py	526	# Create a pseudo-terminal to make the binary think it's running interactively	COMMENT
MEDIUM	tests/integration/test_oversized_payloads.py	42	# Create an oversized payload (>32768 bytes which is our new limit)	COMMENT
MEDIUM	tests/integration/test_oversized_payloads.py	47	# Create a message with oversized payload	COMMENT
MEDIUM	tests/integration/test_oversized_payloads.py	170	# Create an oversized payload (>32768 bytes which is our new limit)	COMMENT
MEDIUM	tests/integration/test_host_mode_entity_fields.py	25	# Create a map of entity names to entity info	COMMENT
MEDIUM	tests/integration/test_object_id_api_verification.py	98	# Create a map of entity names to entity info	COMMENT
MEDIUM	tests/integration/test_scheduler_rapid_cancellation.py	31	# Create a future to signal test completion	COMMENT
MEDIUM	tests/integration/test_scheduler_recursive_timeout.py	30	# Create a future to signal test completion	COMMENT
MEDIUM	tests/integration/test_scheduler_heap_stress.py	31	# Create a future to signal test completion	COMMENT
MEDIUM	…s/integration/test_scheduler_simultaneous_callbacks.py	31	# Create a future to signal test completion	COMMENT
MEDIUM	tests/integration/test_device_id_in_state.py	108	# Create a mapping of entity key to expected device_id	COMMENT
MEDIUM	tests/integration/test_entity_icon.py	25	# Create a map of entity names to entity info	COMMENT
MEDIUM	tests/integration/test_scheduler_bulk_cleanup.py	31	# Create a future to signal test completion	COMMENT
MEDIUM	tests/integration/test_scheduler_defer_stress.py	31	# Create a future to signal test completion	COMMENT
MEDIUM	tests/integration/test_host_mode_fan_preset.py	28	# Create a map of fan names to entity info	COMMENT
MEDIUM	…sts/integration/test_scheduler_defer_cancel_regular.py	19	# Create a future to signal test completion	COMMENT
31 more matches not shown…

Deep Nesting245 hits · 238 pts

Severity	File	Line	Context
LOW	docker/build.py	102	CODE
LOW	docker/generate_tags.py	35	CODE
LOW	tests/unit_tests/test_compiled_config.py	200	CODE
LOW	tests/unit_tests/test_substitutions.py	44	CODE
LOW	tests/unit_tests/test_stacktrace.py	121	CODE
LOW	tests/unit_tests/components/api/test_api_proto.py	99	CODE
LOW	tests/integration/test_scheduler_defer_cancel.py	12	CODE
LOW	tests/integration/test_scheduler_self_keyed.py	19	CODE
LOW	tests/integration/test_scheduler_self_keyed.py	36	CODE
LOW	tests/integration/test_api_action_responses.py	19	CODE
LOW	tests/integration/test_api_action_responses.py	49	CODE
LOW	tests/integration/test_scheduler_string_test.py	12	CODE
LOW	tests/integration/test_scheduler_string_test.py	41	CODE
LOW	tests/integration/conftest.py	517	CODE
LOW	tests/integration/test_api_custom_services.py	16	CODE
LOW	tests/integration/test_api_custom_services.py	58	CODE
LOW	…integration/test_scheduler_internal_id_no_collision.py	18	CODE
LOW	…integration/test_scheduler_internal_id_no_collision.py	47	CODE
LOW	tests/integration/test_scheduler_numeric_id_test.py	12	CODE
LOW	tests/integration/test_scheduler_numeric_id_test.py	42	CODE
LOW	tests/integration/test_scheduler_pool.py	14	CODE
LOW	tests/integration/test_scheduler_pool.py	54	CODE
LOW	tests/integration/test_api_message_size_batching.py	14	CODE
LOW	tests/integration/test_crc8_helper.py	14	CODE
LOW	tests/integration/test_crc8_helper.py	44	CODE
LOW	tests/integration/test_api_homeassistant.py	23	CODE
LOW	tests/integration/test_api_homeassistant.py	116	CODE
LOW	tests/integration/test_loop_disable_enable.py	15	CODE
LOW	tests/integration/test_loop_disable_enable.py	61	CODE
LOW	tests/integration/test_sensor_filters_sliding_window.py	15	CODE
LOW	tests/integration/test_sensor_filters_sliding_window.py	39	CODE
LOW	tests/integration/test_scheduler_rapid_cancellation.py	14	CODE
LOW	tests/integration/test_scheduler_rapid_cancellation.py	45	CODE
LOW	tests/integration/test_sensor_timeout_filter.py	15	CODE
LOW	tests/integration/test_sensor_timeout_filter.py	35	CODE
LOW	tests/integration/test_scheduler_recursive_timeout.py	13	CODE
LOW	tests/integration/test_scheduler_recursive_timeout.py	43	CODE
LOW	tests/integration/state_utils.py	333	CODE
LOW	tests/integration/test_script_wait_on_boot.py	31	CODE
LOW	tests/integration/test_script_wait_on_boot.py	61	CODE
LOW	tests/integration/test_script_queued_idle_loop.py	14	CODE
LOW	tests/integration/test_script_queued_idle_loop.py	38	CODE
LOW	tests/integration/test_wait_until_reentrant_restart.py	22	CODE
LOW	tests/integration/test_wait_until_reentrant_restart.py	37	CODE
LOW	tests/integration/test_light_automations.py	15	CODE
LOW	tests/integration/test_light_automations.py	36	CODE
LOW	tests/integration/test_scheduler_defer_fifo_simple.py	12	CODE
LOW	tests/integration/test_api_conditional_memory.py	15	CODE
LOW	tests/integration/test_api_conditional_memory.py	39	CODE
LOW	tests/integration/test_sensor_filters_value_list.py	16	CODE
LOW	tests/integration/test_sensor_filters_value_list.py	44	CODE
LOW	…egration/test_alarm_control_panel_state_transitions.py	23	CODE
LOW	tests/integration/test_script_delay_params.py	27	CODE
LOW	tests/integration/test_script_delay_params.py	55	CODE
LOW	tests/integration/test_action_concurrent_reentry.py	15	CODE
LOW	tests/integration/test_action_concurrent_reentry.py	42	CODE
LOW	tests/integration/test_api_action_timeout.py	20	CODE
LOW	tests/integration/test_api_action_timeout.py	54	CODE
LOW	tests/integration/test_automations.py	14	CODE
LOW	tests/integration/test_automations.py	38	CODE
185 more matches not shown…

Cross-File Repetition33 hits · 165 pts

Severity	File	Snippet	Context
HIGH	tests/integration/test_light_effect_zero_brightness.py	send a light command and wait for the state response.	STRING
HIGH	tests/integration/test_light_binary_effect_off_phase.py	send a light command and wait for the state response.	STRING
HIGH	tests/integration/test_light_constant_brightness.py	send a light command and wait for the state response.	STRING
HIGH	…ts/component_tests/binary_sensor/test_binary_sensor.py	when the gpio binary sensor is set in the yaml file, it should be registered in main	STRING
HIGH	tests/component_tests/text/test_text.py	when the gpio binary sensor is set in the yaml file, it should be registered in main	STRING
HIGH	tests/component_tests/gpio/test_gpio_binary_sensor.py	when the gpio binary sensor is set in the yaml file, it should be registered in main	STRING
HIGH	…ts/component_tests/binary_sensor/test_binary_sensor.py	when the mandatory fields are set in the yaml, they should be set in main	STRING
HIGH	tests/component_tests/text_sensor/test_text_sensor.py	when the mandatory fields are set in the yaml, they should be set in main	STRING
HIGH	tests/component_tests/button/test_button.py	when the mandatory fields are set in the yaml, they should be set in main	STRING
HIGH	tests/component_tests/text/test_text.py	when the mandatory fields are set in the yaml, they should be set in main	STRING
HIGH	…ts/component_tests/binary_sensor/test_binary_sensor.py	test that the "internal" config value is correctly set	STRING
HIGH	tests/component_tests/text_sensor/test_text_sensor.py	test that the "internal" config value is correctly set	STRING
HIGH	tests/component_tests/button/test_button.py	test that the "internal" config value is correctly set	STRING
HIGH	tests/component_tests/text/test_text.py	test that the "internal" config value is correctly set	STRING
HIGH	…s/component_tests/mipi_spi/test_padding_and_offsets.py	run schema + final validation and return the validated config.	STRING
HIGH	tests/component_tests/mipi_spi/test_page_selection.py	run schema + final validation and return the validated config.	STRING
HIGH	tests/component_tests/mipi_spi/test_display_metadata.py	run schema + final validation and return the validated config.	STRING
HIGH	esphome/components/qspi_dbi/__init__.py	the 'ili9xxx' component is deprecated and no new models will be added to it. new model prs should target the newer and m	STRING
HIGH	esphome/components/st7735/__init__.py	the 'ili9xxx' component is deprecated and no new models will be added to it. new model prs should target the newer and m	STRING
HIGH	esphome/components/ili9xxx/__init__.py	the 'ili9xxx' component is deprecated and no new models will be added to it. new model prs should target the newer and m	STRING
HIGH	esphome/components/mipi_rgb/display.py	it is safe to use strapping pins as rgb output data bits, as they are outputs only, and not initialised until after boot	STRING
HIGH	esphome/components/rpi_dpi_rgb/display.py	it is safe to use strapping pins as rgb output data bits, as they are outputs only, and not initialised until after boot	STRING
HIGH	esphome/components/st7701s/display.py	it is safe to use strapping pins as rgb output data bits, as they are outputs only, and not initialised until after boot	STRING
HIGH	esphome/components/ln882x/__init__.py	██╗ ██╗ █████╗ ██████╗ ███╗ ██╗██╗███╗ ██╗ ██████╗ ██║ ██║██╔══██╗██╔══██╗████╗ ██║██║████╗ ██║██╔════╝ ██║ █╗ ██║██████	STRING
HIGH	esphome/components/bk72xx/__init__.py	██╗ ██╗ █████╗ ██████╗ ███╗ ██╗██╗███╗ ██╗ ██████╗ ██║ ██║██╔══██╗██╔══██╗████╗ ██║██║████╗ ██║██╔════╝ ██║ █╗ ██║██████	STRING
HIGH	esphome/components/rtl87xx/__init__.py	██╗ ██╗ █████╗ ██████╗ ███╗ ██╗██╗███╗ ██╗ ██████╗ ██║ ██║██╔══██╗██╔══██╗████╗ ██║██║████╗ ██║██╔════╝ ██║ █╗ ██║██████	STRING
HIGH	esphome/components/ln882x/boards.py	██╗ ██╗ █████╗ ██████╗ ███╗ ██╗██╗███╗ ██╗ ██████╗ ██║ ██║██╔══██╗██╔══██╗████╗ ██║██║████╗ ██║██╔════╝ ██║ █╗ ██║██████	STRING
HIGH	esphome/components/bk72xx/boards.py	██╗ ██╗ █████╗ ██████╗ ███╗ ██╗██╗███╗ ██╗ ██████╗ ██║ ██║██╔══██╗██╔══██╗████╗ ██║██║████╗ ██║██╔════╝ ██║ █╗ ██║██████	STRING
HIGH	esphome/components/rtl87xx/boards.py	██╗ ██╗ █████╗ ██████╗ ███╗ ██╗██╗███╗ ██╗ ██████╗ ██║ ██║██╔══██╗██╔══██╗████╗ ██║██║████╗ ██║██╔════╝ ██║ █╗ ██║██████	STRING
HIGH	esphome/components/esp32/__init__.py	binary-download entries for a built libretiny firmware. used by device-builder (esphome/device-builder), via ``importlib	STRING
HIGH	esphome/components/esp8266/__init__.py	binary-download entries for a built libretiny firmware. used by device-builder (esphome/device-builder), via ``importlib	STRING
HIGH	esphome/components/rp2/__init__.py	binary-download entries for a built libretiny firmware. used by device-builder (esphome/device-builder), via ``importlib	STRING
HIGH	esphome/components/libretiny/__init__.py	binary-download entries for a built libretiny firmware. used by device-builder (esphome/device-builder), via ``importlib	STRING

Redundant / Tautological Comments102 hits · 165 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit_tests/core/test_entity_helpers.py	843	# Set friendly_name to a specific value	COMMENT
LOW	tests/unit_tests/core/test_entity_helpers.py	873	# Set friendly_name to empty	COMMENT
LOW	tests/integration/test_host_mode_many_entities.py	42	# Check if we have received minimum expected states	COMMENT
LOW	tests/integration/test_gpio_expander_cache.py	100	# Check if this line contains a read operation we're tracking	COMMENT
LOW	tests/integration/conftest.py	94	# Check if the native platform is installed (the actual indicator of a populated cache)	COMMENT
LOW	tests/integration/conftest.py	622	# Check if process died	COMMENT
LOW	tests/integration/test_api_message_size_batching.py	174	# Check if we've received states from all expected entities	COMMENT
LOW	tests/integration/test_api_homeassistant.py	99	# Check if this service call is one we're waiting for	COMMENT
LOW	tests/integration/test_loop_disable_enable.py	82	# Check if component was re-enabled (count > 10)	COMMENT
LOW	tests/integration/test_sensor_filters_sliding_window.py	55	# Check if we received the expected final value	COMMENT
LOW	tests/integration/test_sensor_filters_sliding_window.py	230	# Check if both have received their final values	COMMENT
LOW	tests/integration/test_sensor_filters_ring_buffer.py	50	# Check if we've received enough updates from all sensors	COMMENT
LOW	tests/integration/state_utils.py	254	# Check if we've now seen all entities	COMMENT
LOW	tests/integration/test_scheduler_heap_stress.py	72	# Check if we've executed all 1000 callbacks (0-999)	COMMENT
LOW	tests/integration/test_areas_and_devices.py	100	# Check if we have all initial states	COMMENT
LOW	tests/integration/test_scheduler_defer_stress.py	67	# Check if we've executed all 1000 defers (0-999)	COMMENT
LOW	tests/integration/test_automations.py	123	# Check if we have all 3 completions	COMMENT
LOW	tests/component_tests/conftest.py	41	# Check if config directory exists, if not use parent directory	COMMENT
LOW	tests/component_tests/conftest.py	43	# Set config_path to a dummy yaml file in the config directory	COMMENT
LOW	tests/component_tests/esp32/test_esp32.py	63	# Check if the variant is valid	COMMENT
LOW	tests/component_tests/sntp/test_init.py	140	# Check if merging occurred	COMMENT
LOW	script/determine-jobs.py	710	# Check if benchmark infrastructure changed	COMMENT
LOW	script/determine-jobs.py	717	# Check if any directly changed component has benchmarks	COMMENT
LOW	script/determine-jobs.py	998	# Check if this is a platform-specific file	COMMENT
LOW	script/analyze_component_buses.py	239	# Check if buses are defined directly (not via packages)	COMMENT
LOW⚡	script/analyze_component_buses.py	364	# Check if component is explicitly isolated	COMMENT
LOW⚡	script/analyze_component_buses.py	369	# Check if component is a base bus component	COMMENT
LOW⚡	script/analyze_component_buses.py	375	# Check if component uses !extend or !remove directives	COMMENT
LOW⚡	script/analyze_component_buses.py	382	# Check if component defines buses directly in test files	COMMENT
LOW	script/analyze_component_buses.py	512	# Check if buses are compatible	COMMENT
LOW	script/analyze_component_buses.py	646	# Output results	COMMENT
LOW	script/test_build_components.py	178	# Check if last part is a number (version)	COMMENT
LOW	script/helpers.py	656	# Check if any core C++ or header files changed first	COMMENT
LOW	script/helpers.py	991	# Check if we found any new components	STRING
LOW	script/split_components_for_ci.py	191	# Check if adding this component would exceed the batch size	COMMENT
LOW	script/split_components_for_ci.py	312	# Check if this is a merged signature (contains +)	COMMENT
LOW⚡	script/api_protobuf/api_protobuf.py	524	# Check if this is a packed_buffer field (zero-copy packed repeated)	COMMENT
LOW⚡	script/api_protobuf/api_protobuf.py	527	# Check if this repeated field has fixed_array_with_length_define option	COMMENT
LOW⚡	script/api_protobuf/api_protobuf.py	532	# Check if this repeated field has fixed_array_size option	COMMENT
LOW⚡	script/api_protobuf/api_protobuf.py	535	# Check if this repeated field has fixed_array_size_define option	COMMENT
LOW	script/api_protobuf/api_protobuf.py	901	# Check if this is being called from a repeated field context	COMMENT
LOW	script/api_protobuf/api_protobuf.py	1652	# Check if underlying type can use dump_field	COMMENT
LOW	script/api_protobuf/api_protobuf.py	1766	# Check if we should skip encoding when all elements are zero	COMMENT
LOW	script/api_protobuf/api_protobuf.py	1980	# Check if underlying type can use dump_field	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2021	# Check if this is a pointer field by looking for container_pointer option	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2030	# Check if this should use FixedVector instead of std::vector	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2168	# Check if this is const char* elements	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2210	# Check if this is a fixed-size type	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2219	# Check if inner type produces a constant size (doesn't depend on value)	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2360	# Check if this message is used by other messages	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2549	# Check if this message has a base class	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2759	# Check if this message uses inline_encode — if so, skip generating standalone	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2768	# Check if this message wants speed-optimized encode/calculate_size.	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2834	# Check if message has any non-deprecated fields	COMMENT
LOW	.github/workflows/ci.yml	999	# Check if /mnt has more free space than / before bind mounting	COMMENT
LOW	.github/workflows/ci.yml	1219	# Check if memory impact extraction script exists on target branch	COMMENT
LOW	.github/workflows/ci.yml	1231	# Check if test files exist on the target branch for the requested	COMMENT
LOW	esphome/yaml_util.py	671	# Check if key is hashable	COMMENT
LOW	esphome/yaml_util.py	684	# Check if it is a duplicate key	COMMENT
LOW	esphome/config_helpers.py	188	# Check if logger config exists	COMMENT
42 more matches not shown…

Cross-Language Confusion20 hits · 131 pts

Severity	File	Line	Snippet	Context
HIGH⚡	tests/unit_tests/test_substitutions.py	596	yaml_util.add_context(inner, {"a": "${undefined}"})	CODE
HIGH⚡	tests/unit_tests/test_yaml_util.py	887	value = _located("${undefined}", "root.yaml", 5, 10)	CODE
HIGH⚡	tests/unit_tests/test_yaml_util.py	1623	"""An empty (null) frontmatter document is treated as no frontmatter."""	STRING
HIGH	tests/unit_tests/test_cpp_generator.py	13	(cg.RawExpression("foo && bar"), "foo && bar"),	CODE
HIGH	tests/unit_tests/test_cpp_generator.py	324	(cg.RawStatement("foo && bar"), "foo && bar"),	CODE
HIGH⚡	tests/unit_tests/test_storage_json.py	980	"""Unset build/firmware paths serialize as JSON null, not str(None)."""	STRING
HIGH	tests/unit_tests/components/test_esp_stacktrace.py	159	# EXCVADDR pointing at data (heap/null) is not a code address, must be ignored	COMMENT
HIGH⚡	…it_tests/components/api/test_api_protobuf_generator.py	65	assert get_varint64_ifdef(file_desc, guards) == (True, "USE_X \|\| USE_Y")	CODE
HIGH⚡	…it_tests/components/api/test_api_protobuf_generator.py	71	assert get_varint64_ifdef(file_desc, guards) == (True, "USE_X \|\| USE_Y")	CODE
HIGH⚡	…it_tests/components/api/test_api_protobuf_generator.py	92	assert _make_ifdef_line("USE_X \|\| USE_Y") == "#if defined(USE_X) \|\| defined(USE_Y)"	CODE
HIGH	esphome/mqtt.py	307	_LOGGER.error("MQTT log topic set to null, can't start MQTT logs")	CODE
HIGH	esphome/cpp_helpers.py	117	cond = "index == 0" if count >= 255 else f"index == 0 \|\| index > {count}"	CODE
HIGH	esphome/core/config.py	221	# DEVICE_CLASS_MAX_LENGTH == MAX_DEVICE_CLASS_LENGTH - 1 (C++ includes the null)	COMMENT
HIGH	esphome/core/entity_helpers.py	145	lines.append(f" if (index == 0 \|\| index > {count}) return {empty_var};")	CODE
HIGH	esphome/core/entity_helpers.py	155	f' if (index == 0 \|\| index > {count}) return "";\n'	CODE
HIGH	esphome/core/entity_helpers.py	347	- If !has_own_name && is_name_add_mac_suffix_enabled():	STRING
HIGH	esphome/components/rp2040_pio_led_strip/light.py	92	; out null, 24 ; discard the byte lane replication of the FIFO since we only need 8 bits (not needed????)	CODE
HIGH⚡	esphome/components/uart/__init__.py	356	# - Serial (UART0): TX=1 or null, RX=3 or null	COMMENT
HIGH⚡	esphome/components/uart/__init__.py	357	# - Serial (UART0 swap): TX=15 or null, RX=13 or null	COMMENT
HIGH⚡	esphome/components/uart/__init__.py	358	# - Serial1: TX=2 or null, RX=8 or null	COMMENT

Excessive Try-Catch Wrapping89 hits · 116 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit_tests/test_framework_helpers.py	1212	except Exception as err: # noqa: BLE001 # pylint: disable=broad-exception-caught	CODE
MEDIUM	tests/integration/conftest.py	574	print(f"Error reading from PTY: {result[0]}", file=sys.stderr)	CODE
LOW	tests/integration/test_syslog.py	113	except Exception: # noqa: BLE001	CODE
LOW	tests/integration/online_image_utils.py	91	except Exception as exc:	CODE
LOW	tests/integration/online_image_utils.py	146	except Exception as exc:	CODE
MEDIUM	tests/integration/online_image_utils.py	61	def handler(reader, writer):	CODE
MEDIUM	tests/integration/online_image_utils.py	106	def handler(reader, writer):	CODE
LOW	tests/integration/raw_api_client.py	105	except Exception:	CODE
LOW	tests/integration/test_udp.py	83	except Exception: # noqa: BLE001	CODE
LOW	script/merge_component_configs.py	485	except Exception as e: # noqa: BLE001	CODE
MEDIUM	script/merge_component_configs.py	486	print(f"Error merging configs: {e}", file=sys.stderr)	CODE
MEDIUM⚡	script/ci_add_metadata_to_json.py	43	print(f"Error: JSON file not found: {args.json_file}", file=sys.stderr)	CODE
MEDIUM⚡	script/ci_add_metadata_to_json.py	50	print(f"Error loading JSON: {e}", file=sys.stderr)	CODE
MEDIUM⚡	script/ci_add_metadata_to_json.py	57	print("Error: --components must be a JSON array", file=sys.stderr)	CODE
MEDIUM	script/ci_add_metadata_to_json.py	68	print(f"Error parsing components: {e}", file=sys.stderr)	CODE
MEDIUM	script/ci_add_metadata_to_json.py	81	print(f"Error writing JSON: {e}", file=sys.stderr)	CODE
LOW	script/platformio_install_deps.py	144	except Exception as err: # noqa: BLE001	CODE
LOW	script/platformio_install_deps.py	248	except Exception as err: # noqa: BLE001	CODE
LOW	script/platformio_install_deps.py	281	except Exception as unlock_err: # noqa: BLE001	CODE
LOW	script/build_helpers.py	114	except Exception: # noqa: BLE001	CODE
MEDIUM⚡	script/build_helpers.py	399	print(f"Error compiling {label} for {', '.join(components)}")	CODE
LOW⚡	script/build_helpers.py	401	except Exception as e: # noqa: BLE001	CODE
MEDIUM⚡	script/build_helpers.py	402	print(f"Error compiling {label} for {', '.join(components)}: {e}")	CODE
MEDIUM	script/build_helpers.py	482	print(f"Error obtaining platform components: {e}")	CODE
LOW	script/stress_test_connect.py	24	except Exception as e: # noqa: BLE001	CODE
LOW	script/ci-custom.py	128	except Exception:	CODE
LOW	script/analyze_component_buses.py	139	except Exception: # noqa: BLE001 # pylint: disable=broad-exception-caught	CODE
LOW	script/analyze_component_buses.py	175	except Exception: # noqa: BLE001 # pylint: disable=broad-exception-caught	CODE
LOW	script/analyze_component_buses.py	233	except Exception: # noqa: BLE001 # pylint: disable=broad-exception-caught	CODE
MEDIUM	script/analyze_component_buses.py	342	print(f"Error: {tests_dir} does not exist", file=sys.stderr)	CODE
MEDIUM	script/ci_memory_impact_comment.py	657	print("Error: Failed to load PR analysis JSON", file=sys.stderr)	CODE
LOW	script/test_build_components.py	509	except Exception as e: # pylint: disable=broad-exception-caught	CODE
MEDIUM	script/test_build_components.py	510	print(f"Error merging configs for {components}: {e}")	CODE
LOW	script/helpers.py	264	except Exception: # noqa: BLE001 - never let a bad test config crash grouping	CODE
LOW	script/helpers.py	560	except Exception as e:	CODE
MEDIUM	script/split_components_for_ci.py	251	print(f"Error parsing components JSON: {e}", file=sys.stderr)	CODE
MEDIUM	script/split_components_for_ci.py	264	print(f"Error parsing directly-changed JSON: {e}", file=sys.stderr)	CODE
LOW	script/test_component_grouping.py	66	except Exception as e: # noqa: BLE001	CODE
MEDIUM	script/test_component_grouping.py	67	print(f"Error running test: {e}")	CODE
LOW	esphome/stacktrace.py	78	except Exception as exc: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/stacktrace.py	99	except Exception as exc: # noqa: BLE001 # pylint: disable=broad-except	CODE
MEDIUM	esphome/stacktrace.py	75	def _resolve_handler(self) -> bool:	CODE
LOW	esphome/config.py	777	except Exception as err: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/config.py	821	except Exception as err: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/config.py	854	except Exception as err: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/config.py	1501	except Exception:	CODE
LOW	esphome/storage_json.py	326	except Exception: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/storage_json.py	427	except Exception: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/storage_json.py	456	except Exception: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/util.py	320	except Exception as err: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/util.py	383	except Exception as err: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/mqtt.py	286	except Exception: # pylint: disable=broad-except	CODE
LOW	esphome/vscode.py	151	except Exception as err: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/vscode.py	160	except Exception: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/compiled_config.py	67	except Exception as err: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/compiled_config.py	94	except Exception as err: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/compiled_config.py	141	except Exception: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/zeroconf.py	339	except Exception as err: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/loader.py	299	except Exception: # pylint: disable=broad-except	CODE
LOW	esphome/async_thread.py	133	except Exception: # pylint: disable=broad-except	CODE
29 more matches not shown…

Docstring Block Structure17 hits · 85 pts

Severity	File	Line	Snippet	Context
HIGH	tests/integration/state_utils.py	30	Subscribe to states and wait for one matching ``predicate``. Resolves with the first :class:`EntityState` for which	STRING
HIGH	tests/integration/state_utils.py	94	Find an entity or raise AssertionError if not found. Args: entities: List of entity info objects from the A	STRING
HIGH	script/merge_component_configs.py	184	Deduplicate list items with the same ID. Identical items sharing an ID (e.g. a shared bus from a common package pul	STRING
HIGH	script/determine-jobs.py	304	Determine if clang-tidy should run based on changed files. This function is used by the CI workflow to intelligentl	STRING
HIGH	script/determine-jobs.py	947	Determine memory impact analysis configuration. Always runs memory impact analysis when there are changed component	STRING
HIGH	script/analyze_component_buses.py	148	Check if a component is a platform component (abstract base class). Platform components have IS_PLATFORM_COMPONENT	STRING
HIGH	script/ci_memory_impact_comment.py	32	Run a gh CLI command with retries and error reporting. Args: args: Command arguments (including 'gh')	STRING
HIGH	script/ci_memory_impact_comment.py	460	Find existing memory impact comment on the PR. Args: pr_number: PR number Returns: Comment num	STRING
HIGH	script/helpers.py	505	Run a gh CLI command, retrying transient network and server failures. Args: args: Full command line, includ	STRING
HIGH	esphome/bundle.py	589	Extract a bundle archive and return the path to the config YAML. Sanity checks reject path traversal, symlinks, abs	STRING
HIGH	esphome/bundle.py	640	Read and validate the manifest from a bundle without full extraction. Args: bundle_path: Path to the .tar.g	STRING
HIGH	esphome/framework_helpers.py	86	Remove a directory and its contents recursively if it exists. Args: directory: Path to the directory t	STRING
HIGH	esphome/framework_helpers.py	246	Create a Python virtual environment. Args: root: Path to the virtual environment directory msg	STRING
HIGH	esphome/framework_helpers.py	1233	Download file from multiple mirrors with substitution support. Args: mirrors: list of mirror URLs	STRING
HIGH	esphome/analyze_memory/__init__.py	609	Build mapping from heuristic pattern categories to discovered libraries. Heuristic categories like ``mdns_lib``	STRING
HIGH	esphome/espidf/framework.py	325	Get the ESP-IDF version from the specified framework root. Args: idf_framework_root: Path to the ESP-I	STRING
HIGH	esphome/espidf/framework.py	352	Get ESP-IDF tool paths and environment variables needed for building. Args: idf_framework_root: Path t	STRING

AI Slop Vocabulary18 hits · 42 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit_tests/core/test_entity_helpers.py	166	# Empty name is handled specially - it doesn't just use sanitize(snake_case(""))	COMMENT
MEDIUM	tests/integration/test_script_queued.py	19	"""Test comprehensive queued script functionality."""	STRING
MEDIUM	tests/script/test_determine_jobs.py	987	# Workflow / harness files	COMMENT
MEDIUM	tests/components/aqi/benchmark.yaml	3	# the test harness; this only pulls the sensor + aqi source/include paths in.	COMMENT
LOW	script/merge_component_configs.py	232	# No ID, just add it	COMMENT
MEDIUM	script/determine-jobs.py	504	# - script/test_build_components.py -- the harness the job invokes	COMMENT
MEDIUM	script/list-components.py	64	# BUT only for --changed (used by clang-tidy for comprehensive checking)	COMMENT
MEDIUM	script/list-components.py	90	# This is for --changed (clang-tidy) which needs comprehensive checking	COMMENT
MEDIUM	.github/workflows/ci.yml	918	# (no --all-headers; the comprehensive esp32-idf pass covers the shared tree).	COMMENT
MEDIUM	esphome/components/opentherm/opentherm_macros.h	156	// These macros utilize the structure of *_LIST macros in order	COMMENT
MEDIUM	esphome/components/epaper_spi/models/jd79660.py	59	# Device may have specific factory provisioned MTP content to facilitate vendor register features like fast init.	COMMENT
LOW	esphome/components/epaper_spi/models/__init__.py	63	# Explicit dimensions, just use as is	COMMENT
MEDIUM	esphome/components/shelly_dimmer/shelly_dimmer.cpp	54	// Essentially std::size() for pre c++17	COMMENT
LOW	esphome/components/esp32_ble_server/__init__.py	577	# Static value - just set it directly without action infrastructure	COMMENT
LOW	esphome/components/mipi/__init__.py	449	# Explicit dimensions, just use as is	COMMENT
LOW	esphome/components/substitutions/__init__.py	345	# This node does not define any vars itself, so just return parent context	COMMENT
LOW	esphome/components/mipi_spi/display.py	132	# No exact divisor, just use the closest.	COMMENT
MEDIUM	esphome/components/lvgl/animation.py	59	# It would be better to have a more robust way of passing arguments to the timing classes.	COMMENT

Modern Structural Boilerplate34 hits · 34 pts

Severity	File	Line	Snippet	Context
LOW	tests/testing_helpers.py	57	def set_testing_manifest(domain: str, manifest: ComponentManifestOverride) -> None:	CODE
LOW	tests/unit_tests/test_preferences.py	26	def _set_platform(platform: str) -> None:	CODE
LOW	tests/unit_tests/test_preferences.py	30	def _set_esp32(variant: str) -> None:	CODE
LOW	tests/unit_tests/test_compiled_config.py	104	def _set_cache_mtime(cache_path: Path, yaml_path: Path, *, offset: int) -> None:	CODE
LOW	tests/unit_tests/test_git.py	38	def _setup_old_repo(repo_dir: Path, days_old: int = 2) -> None:	CODE
LOW⚡	tests/unit_tests/test_config_validation.py	1402	def _set_core_target(platform: str, framework: str) -> None:	CODE
LOW⚡	tests/unit_tests/test_config_validation.py	1410	def _set_framework_version(platform: str, framework: str, version: cv.Version) -> None:	CODE
LOW	tests/unit_tests/test_config_validation.py	607	def _setup_core_for_framework(platform: str, framework: str) -> None:	CODE
LOW	tests/component_tests/mipi_rgb/test_mipi_rgb_config.py	41	def _set_s3(set_core_config: SetCoreConfigCallable) -> None:	CODE
LOW	…component_tests/bluetooth_proxy/test_platform_gates.py	52	def _set_platform(platform: str \| None) -> None:	CODE
LOW	…ts/component_tests/ble_device_base/test_hub_binding.py	37	def _set_platform(platform: str \| None) -> None:	CODE
LOW	tests/component_tests/ethernet/test_spi_id.py	52	def _set_esp32_s3(set_core_config: SetCoreConfigCallable) -> None:	CODE
LOW	tests/component_tests/ethernet/test_spi_id.py	143	def _set_spi_buses(*buses: dict) -> None:	CODE
LOW⚡	tests/component_tests/time/test_init.py	43	def _set_platform(platform: Platform) -> None:	CODE
LOW	script/ci_memory_impact_comment.py	525	def update_existing_comment(comment_id: str, comment_body: str) -> None:	CODE
LOW	esphome/git.py	507	def update_submodules(repo_dir: Path, key: str) -> None:	CODE
LOW	esphome/yaml_util.py	195	def set_context(self, vars: dict[str, Any]) -> None:	CODE
LOW	esphome/cpp_helpers.py	216	def set_setup_priority(var, priority: float) -> None:	CODE
LOW⚡	esphome/writer.py	135	def update_storage_json() -> None:	CODE
LOW	esphome/cpp_generator.py	721	def set_cpp_standard(standard: str) -> None:	CODE
LOW	esphome/core/entity_helpers.py	422	async def _setup_entity_impl(var: MockObj, config: ConfigType, platform: str) -> None:	CODE
LOW	esphome/components/openthread/__init__.py	97	def set_sdkconfig_options(config: ConfigType) -> None:	CODE
LOW	esphome/components/lock/__init__.py	106	async def _setup_lock_core(var: MockObj, config: ConfigType) -> None:	CODE
LOW	esphome/components/image/__init__.py	127	def set_big_endian(self, big_endian: bool) -> None:	CODE
LOW⚡	esphome/components/esp32/__init__.py	671	def set_idf_sdkconfig_default(name: str, value: SdkconfigValueType) -> None:	CODE
LOW	esphome/components/esp32/__init__.py	2254	async def _set_libc_picolibc_newlib_compat() -> None:	CODE
LOW	esphome/components/audio/__init__.py	214	def set_limits_in_config(config: ConfigType) -> None:	CODE
LOW	esphome/components/api/client.py	10	__all__ = ["async_run_logs", "run_logs"]	CODE
LOW	esphome/components/nrf52/clang_tidy.py	154	def _setup_core(work_dir: Path) -> None:	CODE
LOW	esphome/components/esp32_ble/__init__.py	285	__all__ = [	CODE
LOW	esphome/components/lvgl/defines.py	144	def set_widgets_completed(value: bool) -> None:	CODE
LOW	esphome/components/lvgl/widgets/__init__.py	556	def _set_layout_options(w: Widget, layout: dict, base_name: str \| None) -> None:	CODE
LOW	esphome/components/lvgl/widgets/table.py	147	async def set_selected_cell(w: Widget, config: ConfigType) -> None:	CODE
LOW	esphome/espidf/clang_tidy.py	148	def _setup_core(work_dir: Path, settings: _Settings) -> None:	STRING

Structural Annotation Overuse13 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/component_tests/motion/test_motion.py	611	# Step 1: Device flat — gravity in enclosure frame is [0, 0, 1]	COMMENT
LOW⚡	tests/component_tests/motion/test_motion.py	621	# Step 2: Tilt enclosure around Y by 20°	COMMENT
LOW⚡	esphome/components/epaper_spi/models/weact_bwr.py	33	# Step 1: Software Reset (0x12) - REQUIRED per SSD1680, but works without it as well, so it's commented out	COMMENT
LOW⚡	esphome/components/epaper_spi/models/weact_bwr.py	35	# Step 2: Wait 10ms after SWRESET (?) not sure how to implement wht waiting for 10ms after SWRESET, so it's	COMMENT
LOW⚡	esphome/components/epaper_spi/models/weact_bwr.py	36	# Step 3: DRV_OUT_CTL - driver output control (height-dependent)	COMMENT
LOW⚡	esphome/components/epaper_spi/models/weact_bwr.py	39	# Step 4: DATA_ENTRY - data entry mode (0x03 = decrement Y, increment X)	COMMENT
LOW⚡	esphome/components/epaper_spi/models/weact_bwr.py	41	# Step 5: BORDER_FULL - border waveform control	COMMENT
LOW⚡	esphome/components/epaper_spi/models/weact_bwr.py	43	# Step 6: TEMP_SENS - internal temperature sensor	COMMENT
LOW⚡	esphome/components/epaper_spi/models/weact_bwr.py	45	# Step 7: DISPLAY_UPDATE - display update control	COMMENT
LOW	esphome/components/async_tcp/async_tcp_socket.h	17	/// NOTE: This class is NOT thread-safe. All methods must be called from the main loop.	COMMENT
LOW⚡	esphome/components/sen6x/sen6x.cpp	77	// Step 1: Read serial number (~25ms with I2C delay)	COMMENT
LOW⚡	esphome/components/sen6x/sen6x.cpp	87	// Step 2: Read product name in next loop iteration	COMMENT
LOW	esphome/components/sen6x/sen6x.cpp	134	// Step 3: Read firmware version and start measurements in next loop iteration	COMMENT

Verbosity Indicators12 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/component_tests/motion/test_motion.py	611	# Step 1: Device flat — gravity in enclosure frame is [0, 0, 1]	COMMENT
LOW⚡	tests/component_tests/motion/test_motion.py	621	# Step 2: Tilt enclosure around Y by 20°	COMMENT
LOW⚡	esphome/components/epaper_spi/models/weact_bwr.py	33	# Step 1: Software Reset (0x12) - REQUIRED per SSD1680, but works without it as well, so it's commented out	COMMENT
LOW⚡	esphome/components/epaper_spi/models/weact_bwr.py	35	# Step 2: Wait 10ms after SWRESET (?) not sure how to implement wht waiting for 10ms after SWRESET, so it's	COMMENT
LOW⚡	esphome/components/epaper_spi/models/weact_bwr.py	36	# Step 3: DRV_OUT_CTL - driver output control (height-dependent)	COMMENT
LOW⚡	esphome/components/epaper_spi/models/weact_bwr.py	39	# Step 4: DATA_ENTRY - data entry mode (0x03 = decrement Y, increment X)	COMMENT
LOW⚡	esphome/components/epaper_spi/models/weact_bwr.py	41	# Step 5: BORDER_FULL - border waveform control	COMMENT
LOW⚡	esphome/components/epaper_spi/models/weact_bwr.py	43	# Step 6: TEMP_SENS - internal temperature sensor	COMMENT
LOW⚡	esphome/components/epaper_spi/models/weact_bwr.py	45	# Step 7: DISPLAY_UPDATE - display update control	COMMENT
LOW⚡	esphome/components/sen6x/sen6x.cpp	77	// Step 1: Read serial number (~25ms with I2C delay)	COMMENT
LOW⚡	esphome/components/sen6x/sen6x.cpp	87	// Step 2: Read product name in next loop iteration	COMMENT
LOW	esphome/components/sen6x/sen6x.cpp	134	// Step 3: Read firmware version and start measurements in next loop iteration	COMMENT

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	esphome/components/weikai/weikai.h	56	/// problem by asking users to rewrite their code, I have implemented this ring buffer that store the bytes received	COMMENT

Fake / Example Data6 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/unit_tests/components/test_rp2_generate_boards.py	436	_add_board(arduino_pico, "placeholder", pins_header=header)	STRING
LOW⚡	tests/unit_tests/components/test_rp2_generate_boards.py	440	assert "SDA1" not in board_pins["placeholder"]	STRING
LOW⚡	tests/unit_tests/components/test_rp2_generate_boards.py	441	assert "SCL1" not in board_pins["placeholder"]	STRING
LOW⚡	tests/unit_tests/components/test_rp2_generate_boards.py	442	assert board_pins["placeholder"]["LED"] == 25	STRING
LOW⚡	tests/unit_tests/components/test_rp2_generate_boards.py	443	assert "max_virtual_pin" not in boards["placeholder"]	STRING
LOW	esphome/components/runtime_image/__init__.py	21	CONF_PLACEHOLDER = "placeholder"	CODE

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/codeql.yml	51	# If you are analyzing a compiled language, you can modify the 'build-mode' for that language to customize h	COMMENT

AI Structural Patterns3 hits · 3 pts

Severity	File	Line	Context
LOW	esphome/coroutine.py	269	CODE
LOW	esphome/coroutine.py	189	CODE
LOW	esphome/components/sensor/__init__.py	366	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	esphome/components/sha256/sha256.h	46	/// Example usage:	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	esphome/components/rp2/gpio.cpp	96	// TODO: implement	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings