esphome/esphome

9.1

Adjusted Score

9.1

Raw Score

100%

Time Factor

2026-07-14

Last Push

11.4K

Stars

C++

Language

721.7K

Lines of Code

7.7K

Files

5.4K

Pattern Hits

2026-07-14

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 67MEDIUM 482LOW 4886

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 5435 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 Identifiers3252 hits · 2881 pts

Severity	File	Line	Snippet	Context
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_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
LOW	tests/unit_tests/test_address_cache.py	173	def test_from_cli_args_single_entry() -> None:	CODE
LOW	tests/unit_tests/test_address_cache.py	184	def test_from_cli_args_multiple_ips() -> None:	CODE
LOW	tests/unit_tests/test_address_cache.py	195	def test_from_cli_args_multiple_entries() -> None:	CODE
LOW	tests/unit_tests/test_address_cache.py	215	def test_from_cli_args_normalization() -> None:	CODE
LOW	tests/unit_tests/test_address_cache.py	233	def test_from_cli_args_whitespace_handling() -> None:	CODE
LOW	tests/unit_tests/test_address_cache.py	244	def test_from_cli_args_invalid_format(caplog: LogCaptureFixture) -> None:	CODE
LOW	tests/unit_tests/test_address_cache.py	307	def test_normalize_hostname_parametrized(hostname: str, expected: str) -> None:	CODE
LOW	tests/unit_tests/test_address_cache.py	320	def test_parse_cache_args_parametrized(	CODE
LOW⚡	tests/unit_tests/test_espidf_component.py	56	def test_idf_component_sanitized_name():	CODE
LOW⚡	tests/unit_tests/test_espidf_component.py	61	def test_idf_component_require_name():	CODE
LOW⚡	tests/unit_tests/test_espidf_component.py	66	def test_collect_filtered_files_basic(tmp_path):	CODE
LOW⚡	tests/unit_tests/test_espidf_component.py	375	def test_node_key_registry_owner_name():	CODE
LOW⚡	tests/unit_tests/test_espidf_component.py	380	def test_node_key_registry_bare_name():	CODE
LOW⚡	tests/unit_tests/test_espidf_component.py	385	def test_normalize_dependencies_none():	CODE
LOW⚡	tests/unit_tests/test_espidf_component.py	389	def test_normalize_dependencies_list_form():	CODE
LOW⚡	tests/unit_tests/test_espidf_component.py	394	def test_normalize_dependencies_dict_form():	CODE
LOW⚡	tests/unit_tests/test_espidf_component.py	400	def test_normalize_dependencies_dict_form_nested_spec():	CODE
LOW⚡	tests/unit_tests/test_espidf_component.py	439	def test_resolve_registry_version_intersects_constraints(monkeypatch):	CODE
LOW⚡	tests/unit_tests/test_espidf_component.py	448	def test_resolve_registry_version_picks_highest_satisfying(monkeypatch):	CODE
LOW⚡	tests/unit_tests/test_espidf_component.py	454	def test_resolve_registry_version_conflict_raises(monkeypatch):	CODE
LOW⚡	tests/unit_tests/test_espidf_component.py	460	def test_generate_idf_components_dedupes_shared_dependency(	CODE
LOW	tests/unit_tests/test_espidf_component.py	78	def test_collect_filtered_files_exclude(tmp_path):	CODE
LOW	tests/unit_tests/test_espidf_component.py	89	def test_split_list_by_condition():	CODE
LOW	tests/unit_tests/test_espidf_component.py	101	def test_generate_cmakelists_txt_basic(tmp_component):	CODE
LOW	tests/unit_tests/test_espidf_component.py	115	def test_generate_cmakelists_txt_with_flags(tmp_component, tmp_path):	CODE
LOW	tests/unit_tests/test_espidf_component.py	262	def test_extra_script_libpath_absolute_outside_library_dir(tmp_path):	CODE
LOW	tests/unit_tests/test_espidf_component.py	273	def test_extra_script_failure_returns_empty_result(tmp_path, caplog):	CODE
3192 more matches not shown…

Decorative Section Separators355 hits · 1275 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_loader.py	535	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_loader.py	537	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_loader.py	23	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_loader.py	25	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_loader.py	178	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_loader.py	182	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_loader.py	342	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_loader.py	344	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_substitutions.py	681	# ── IncludeFile / package loading tests ────────────────────────────────────	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	119	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	121	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	136	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	138	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	190	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	192	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	230	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	232	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	317	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	319	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	463	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	465	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	512	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	514	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	599	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	601	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	1142	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	1144	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	1176	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_bundle.py	1178	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_bundle.py	33	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_bundle.py	35	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_bundle.py	99	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_bundle.py	101	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_bundle.py	211	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_bundle.py	213	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_bundle.py	1353	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit_tests/test_bundle.py	1355	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_validation.py	1169	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_validation.py	1171	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_validation.py	1411	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_validation.py	1413	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_validation.py	1454	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_validation.py	1456	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_validation.py	1497	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_validation.py	1499	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_validation.py	1519	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_validation.py	1521	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_validation.py	1550	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_validation.py	1552	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_validation.py	1582	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_validation.py	1584	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit_tests/test_config_validation.py	1597	# ---------------------------------------------------------------------------	COMMENT
295 more matches not shown…

Over-Commented Block867 hits · 852 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit_tests/components/test_rp2_generate_boards.py	21	#define PIN_WIRE1_SCL (27u)	COMMENT
LOW	tests/integration/test_status_flags.py	141		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	…ts/mitsubishi_cn105/climate/mitsubishi_cn105_tests.cpp	181	// ─────────────────────────────	COMMENT
LOW	…ts/mitsubishi_cn105/climate/mitsubishi_cn105_tests.cpp	201		COMMENT
LOW	tests/components/camera/common.yaml	1	# Camera is a base component auto-loaded by esp32_camera	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_parser.cpp	1	// Tests for the POSIX TZ parser, time conversion functions, and ESPTime::strptime.	COMMENT
LOW	tests/components/modbus/heap_probe_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	script/build_language_schema.py	1141	else:	COMMENT
LOW	script/build_language_schema.py	1181		COMMENT
LOW	script/merge_component_configs.py	161	return data	COMMENT
LOW	script/determine-jobs.py	701	benchmarked_components = {	COMMENT
LOW	script/list-components.py	61	# When --changed* is passed, only get the changed files	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 pre-commit	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	181	# reuse; dev pushes seed the shared copy instead.	COMMENT
LOW	.github/workflows/ci.yml	1401	steps:	COMMENT
LOW	esphome/yaml_util.py	561	# We found some merge keys along the way, merge them into base pairs	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	321	# imports and resolves them against the canonical component so external	COMMENT
LOW	esphome/__main__.py	1481	# Legacy substring redaction fallback for unmigrated schemas; removed in	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
LOW	esphome/core/lwip_fast_select.c	1	// Fast socket monitoring for ESP32 and LibreTiny (LwIP >= 2.1.3)	COMMENT
LOW	esphome/core/lwip_fast_select.c	21	// - event_callback (static, same for all sockets): L327	COMMENT
LOW	esphome/core/lwip_fast_select.c	41	// lwip_close() -> lwip_close_internal() -> free_socket_free_elements() -> free_socket()	COMMENT
LOW	esphome/core/lwip_fast_select.c	61	// - lwip_close_internal (only caller of free_socket_free_elements): L2355	COMMENT
LOW	esphome/core/lwip_fast_select.c	81	// sock->conn->callback (netconn_callback, 4-byte function pointer):	COMMENT
LOW	esphome/core/lwip_fast_select.c	101	// FreeRTOS task notification value:	COMMENT
LOW	esphome/core/lwip_fast_select.c	121	#include <FreeRTOS.h>	COMMENT
LOW	esphome/core/lwip_fast_select.c	181	// Wake the main loop task if sleeping in ulTaskNotifyTake().	COMMENT
LOW	esphome/core/config.py	501	#undef delay	COMMENT
LOW	esphome/core/event_pool.h	1	#pragma once	COMMENT
LOW	esphome/core/entity_base.h	1	#pragma once	COMMENT
LOW	esphome/core/entity_base.h	261	uint8_t reserved : 2; // Reserved for future use	COMMENT
LOW	esphome/core/hal.h	1	#pragma once	COMMENT
LOW	esphome/core/hal.h	21	#include "esphome/components/libretiny/hal.h"	COMMENT
LOW	esphome/core/application.h	1	#pragma once	COMMENT
LOW	esphome/core/application.h	21	#include "esphome/core/string_ref.h"	COMMENT
LOW	esphome/core/application.h	101	void register_device(Device *device) { this->devices_.push_back(device); }	COMMENT
LOW	esphome/core/application.h	221		COMMENT
LOW	esphome/core/application.h	241	// Auto-scale to 1/5 of the configured ESP32 task WDT timeout so the safety	COMMENT
807 more matches not shown…

Unused Imports333 hits · 292 pts

Severity	File	Line	Context
LOW	tests/unit_tests/test_address_cache.py	3	CODE
LOW	tests/unit_tests/test_compiled_config.py	3	CODE
LOW	tests/unit_tests/test_dashboard_import.py	10	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_web_server_ota.py	3	CODE
LOW	tests/unit_tests/test_bundle.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/components/test_rp2_generate_boards.py	3	CODE
LOW	tests/unit_tests/components/api/test_client.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/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	14	CODE
LOW	tests/integration/conftest.py	3	CODE
LOW	tests/integration/host_prefs.py	12	CODE
LOW	tests/integration/test_runtime_stats.py	3	CODE
LOW	tests/integration/test_script_queued.py	3	CODE
LOW	tests/integration/test_object_id_no_friendly_name.py	16	CODE
LOW	tests/integration/test_legacy_fan_compat.py	10	CODE
LOW	…sts/integration/test_host_mode_empty_string_options.py	3	CODE
LOW	tests/integration/test_scheduler_blocking_warning.py	9	CODE
LOW	…egration/test_object_id_friendly_name_no_mac_suffix.py	10	CODE
LOW	tests/integration/test_api_custom_services.py	3	CODE
LOW	tests/integration/test_syslog.py	3	CODE
LOW	tests/integration/test_water_heater_template.py	3	CODE
LOW	tests/integration/test_host_logger_thread_safety.py	7	CODE
LOW	tests/integration/test_oversized_payloads.py	3	CODE
LOW	tests/integration/test_loop_interval_decoupling.py	17	CODE
LOW	tests/integration/test_uart_mock_ld2412.py	25	CODE
LOW	tests/integration/test_build_info.py	3	CODE
LOW	tests/integration/test_climate_control_action.py	8	CODE
LOW	tests/integration/test_legacy_area.py	3	CODE
LOW	tests/integration/test_host_mode_entity_fields.py	3	CODE
LOW	tests/integration/test_varint_five_byte_device_id.py	10	CODE
LOW	tests/integration/test_safe_mode_loop_runs.py	24	CODE
LOW	tests/integration/test_valve_control_action.py	7	CODE
LOW	tests/integration/test_cover_control_action.py	8	CODE
LOW	tests/integration/test_legacy_climate_compat.py	11	CODE
LOW	tests/integration/test_host_mode_reconnect.py	3	CODE
LOW	tests/integration/test_scheduler_pool.py	3	CODE
LOW	tests/integration/test_api_message_size_batching.py	3	CODE
LOW	tests/integration/test_crc8_helper.py	3	CODE
LOW	tests/integration/test_object_id_api_verification.py	24	CODE
LOW	tests/integration/test_api_homeassistant.py	11	CODE
273 more matches not shown…

Self-Referential Comments92 hits · 278 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	tests/unit_tests/test_loader.py	122	# Create a mock module with FILTER_SOURCE_FILES function	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	850	# Create a real file with markers	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	940	# Create a file with begin marker but no end marker	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	962	# Create a file with duplicate begin markers	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	1095	# Create an absolute custom build path directory with contents	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	1193	# Create a file in cwd that must NOT be cleaned	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	1558	# Create a read-only file (simulating git pack files on Windows)	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	1592	# Create a subdirectory with read-only files	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	2237	# Create a source file	COMMENT
MEDIUM	tests/unit_tests/test_writer.py	2358	# Create an existing source file in the build tree	COMMENT
MEDIUM	tests/unit_tests/test_substitutions.py	207	# Create an OrderedDict config with substitutions	COMMENT
MEDIUM	tests/unit_tests/test_substitutions.py	297	# Create a minimal valid config	COMMENT
MEDIUM	tests/unit_tests/test_substitutions.py	327	# Create a minimal valid config	COMMENT
MEDIUM	tests/unit_tests/test_espota2.py	538	# Create a real firmware file	COMMENT
MEDIUM	tests/unit_tests/test_espota2.py	571	# Create a real firmware file	COMMENT
MEDIUM	tests/unit_tests/test_espota2.py	586	# Create a real firmware file	COMMENT
MEDIUM	tests/unit_tests/test_git.py	59	# Create a simple git repo to test with	COMMENT
MEDIUM	tests/unit_tests/test_git.py	216	# Create the git repo directory structure	COMMENT
MEDIUM	tests/unit_tests/test_git.py	280	# Create the git repo directory structure	COMMENT
MEDIUM	tests/unit_tests/test_git.py	328	# Create the git repo directory structure	COMMENT
MEDIUM	tests/unit_tests/test_git.py	404	# Create the git repo directory structure	COMMENT
MEDIUM	tests/unit_tests/test_git.py	289	fetch_head.touch() # Create the file	CODE
MEDIUM	tests/unit_tests/test_git.py	337	fetch_head.touch() # Create the file	CODE
MEDIUM	tests/unit_tests/test_git.py	413	fetch_head.touch() # Create the file	CODE
MEDIUM	tests/unit_tests/test_util.py	587	# 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	324	# Create a dict with unsorted keys	COMMENT
MEDIUM⚡	tests/unit_tests/test_helpers.py	733	# Create a file	COMMENT
MEDIUM⚡	tests/unit_tests/test_helpers.py	744	# Create a file where we want to create a directory	COMMENT
MEDIUM	tests/unit_tests/test_helpers.py	838	# Create a directory and make it read-only	COMMENT
MEDIUM	tests/unit_tests/test_main.py	1532	# Create the actual firmware files so they exist	COMMENT
MEDIUM	tests/unit_tests/test_main.py	1634	# Create a test firmware file	COMMENT
MEDIUM	tests/unit_tests/test_main.py	4728	# Create a mock OSError with a specific message	COMMENT
MEDIUM	tests/unit_tests/test_main.py	4756	# Create a mock OSError without a message	COMMENT
MEDIUM	tests/unit_tests/test_config_helpers.py	35	# Create the filter function	COMMENT
MEDIUM	tests/unit_tests/test_config_helpers.py	74	# Create the filter function	COMMENT
MEDIUM	tests/unit_tests/test_config_helpers.py	103	# Create the filter function	COMMENT
MEDIUM⚡	tests/unit_tests/core/test_config.py	718	# Create a mock os module with process_cpu_count	COMMENT
MEDIUM	tests/unit_tests/core/test_config.py	750	# Create a file (not a directory)	COMMENT
MEDIUM	tests/unit_tests/core/test_config.py	753	# Create a directory without __init__.py	COMMENT
MEDIUM	tests/integration/conftest.py	88	# Create the test cache directory if it doesn't exist	COMMENT
MEDIUM	tests/integration/conftest.py	369	# Create a future to signal when connected	COMMENT
MEDIUM	tests/integration/conftest.py	515	# 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
32 more matches not shown…

Deep Nesting225 hits · 220 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	182	CODE
LOW	tests/unit_tests/test_substitutions.py	42	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	506	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	46	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_scheduler_retry_test.py	12	CODE
LOW	tests/integration/test_scheduler_retry_test.py	46	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_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
LOW	tests/integration/test_sensor_filters_delta.py	15	CODE
LOW	tests/integration/test_sensor_filters_delta.py	36	CODE
LOW	tests/component_tests/conftest.py	108	CODE
LOW	tests/component_tests/conftest.py	121	CODE
165 more matches not shown…

Redundant / Tautological Comments103 hits · 166 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit_tests/core/test_entity_helpers.py	811	# Set friendly_name to a specific value	COMMENT
LOW	tests/unit_tests/core/test_entity_helpers.py	841	# 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	85	# Check if the native platform is installed (the actual indicator of a populated cache)	COMMENT
LOW	tests/integration/conftest.py	611	# 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	56	# 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	690	# Check if benchmark infrastructure changed	COMMENT
LOW	script/determine-jobs.py	697	# Check if any directly changed component has benchmarks	COMMENT
LOW	script/determine-jobs.py	978	# Check if this is a platform-specific file	COMMENT
LOW	script/analyze_component_buses.py	238	# Check if buses are defined directly (not via packages)	COMMENT
LOW⚡	script/analyze_component_buses.py	363	# Check if component is explicitly isolated	COMMENT
LOW⚡	script/analyze_component_buses.py	368	# Check if component is a base bus component	COMMENT
LOW⚡	script/analyze_component_buses.py	374	# Check if component uses !extend or !remove directives	COMMENT
LOW⚡	script/analyze_component_buses.py	381	# Check if component defines buses directly in test files	COMMENT
LOW	script/analyze_component_buses.py	511	# Check if buses are compatible	COMMENT
LOW	script/analyze_component_buses.py	645	# Output results	COMMENT
LOW	script/test_build_components.py	178	# Check if last part is a number (version)	COMMENT
LOW	script/helpers.py	569	# Check if any core C++ or header files changed first	COMMENT
LOW	script/helpers.py	904	# 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	502	# Check if this is a packed_buffer field (zero-copy packed repeated)	COMMENT
LOW⚡	script/api_protobuf/api_protobuf.py	505	# Check if this repeated field has fixed_array_with_length_define option	COMMENT
LOW⚡	script/api_protobuf/api_protobuf.py	510	# Check if this repeated field has fixed_array_size option	COMMENT
LOW⚡	script/api_protobuf/api_protobuf.py	513	# Check if this repeated field has fixed_array_size_define option	COMMENT
LOW	script/api_protobuf/api_protobuf.py	877	# Check if this is being called from a repeated field context	COMMENT
LOW	script/api_protobuf/api_protobuf.py	1601	# Check if underlying type can use dump_field	COMMENT
LOW	script/api_protobuf/api_protobuf.py	1715	# Check if we should skip encoding when all elements are zero	COMMENT
LOW	script/api_protobuf/api_protobuf.py	1929	# Check if underlying type can use dump_field	COMMENT
LOW	script/api_protobuf/api_protobuf.py	1970	# Check if this is a pointer field by looking for container_pointer option	COMMENT
LOW	script/api_protobuf/api_protobuf.py	1979	# Check if this should use FixedVector instead of std::vector	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2117	# Check if this is const char* elements	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2159	# Check if this is a fixed-size type	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2168	# Check if inner type produces a constant size (doesn't depend on value)	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2309	# Check if this message is used by other messages	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2495	# Check if this message has a base class	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2709	# Check if this message uses inline_encode — if so, skip generating standalone	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2718	# Check if this message wants speed-optimized encode/calculate_size.	COMMENT
LOW	script/api_protobuf/api_protobuf.py	2784	# Check if message has any non-deprecated fields	COMMENT
LOW	.github/workflows/ci.yml	874	# Check if /mnt has more free space than / before bind mounting	COMMENT
LOW	.github/workflows/ci.yml	1101	# Check if memory impact extraction script exists on target branch	COMMENT
LOW	.github/workflows/ci.yml	1113	# Check if test files exist on the target branch for the requested	COMMENT
LOW	esphome/yaml_util.py	506	# Check if key is hashable	COMMENT
LOW	esphome/yaml_util.py	517	# Check if it is a duplicate key	COMMENT
LOW	esphome/config_helpers.py	150	# Check if logger config exists	COMMENT
43 more matches not shown…

Cross-File Repetition30 hits · 150 pts

Severity	File	Snippet	Context
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

Cross-Language Confusion20 hits · 135 pts

Severity	File	Line	Snippet	Context
HIGH⚡	tests/unit_tests/test_compiled_config.py	422	'{"storage_version": 1, "name": "lite_test", "friendly_name": null, '	CODE
HIGH⚡	tests/unit_tests/test_compiled_config.py	423	'"comment": null, "esphome_version": null, "src_version": 1, '	CODE
HIGH⚡	tests/unit_tests/test_compiled_config.py	424	'"address": null, "web_port": null, "esp_platform": null, '	CODE
HIGH⚡	tests/unit_tests/test_compiled_config.py	425	'"build_path": null, "firmware_bin_path": null, '	CODE
HIGH⚡	tests/unit_tests/test_compiled_config.py	427	'"framework": null, "core_platform": null}'	CODE
HIGH⚡	tests/unit_tests/test_substitutions.py	568	yaml_util.add_context(inner, {"a": "${undefined}"})	CODE
HIGH⚡	tests/unit_tests/test_yaml_util.py	816	value = _located("${undefined}", "root.yaml", 5, 10)	CODE
HIGH⚡	tests/unit_tests/test_yaml_util.py	1309	"""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	esphome/mqtt.py	240	_LOGGER.error("MQTT log topic set to null, can't start MQTT logs")	CODE
HIGH	esphome/cpp_helpers.py	116	cond = "index == 0" if count >= 255 else f"index == 0 \|\| index > {count}"	CODE
HIGH	esphome/core/config.py	230	# DEVICE_CLASS_MAX_LENGTH == MAX_DEVICE_CLASS_LENGTH - 1 (C++ includes the null)	COMMENT
HIGH	esphome/core/entity_helpers.py	139	lines.append(f" if (index == 0 \|\| index > {count}) return {empty_var};")	CODE
HIGH	esphome/core/entity_helpers.py	149	f' if (index == 0 \|\| index > {count}) return "";\n'	CODE
HIGH	esphome/core/entity_helpers.py	341	- If !has_own_name && is_name_add_mac_suffix_enabled():	STRING
HIGH	esphome/components/rp2040_pio_led_strip/light.py	90	; 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	353	# - Serial (UART0): TX=1 or null, RX=3 or null	COMMENT
HIGH⚡	esphome/components/uart/__init__.py	354	# - Serial (UART0 swap): TX=15 or null, RX=13 or null	COMMENT
HIGH⚡	esphome/components/uart/__init__.py	355	# - Serial1: TX=2 or null, RX=8 or null	COMMENT

Excessive Try-Catch Wrapping64 hits · 93 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/integration/conftest.py	563	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/test_udp.py	83	except Exception: # noqa: BLE001	CODE
LOW	tests/integration/test_online_image_bmp.py	51	except Exception as exc:	CODE
MEDIUM	tests/integration/test_online_image_bmp.py	22	def handler(reader, writer):	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/build_helpers.py	114	except Exception: # noqa: BLE001	CODE
MEDIUM⚡	script/build_helpers.py	402	print(f"Error compiling {label} for {', '.join(components)}")	CODE
LOW⚡	script/build_helpers.py	404	except Exception as e: # noqa: BLE001	CODE
MEDIUM⚡	script/build_helpers.py	405	print(f"Error compiling {label} for {', '.join(components)}: {e}")	CODE
MEDIUM	script/build_helpers.py	485	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	138	except Exception: # noqa: BLE001 # pylint: disable=broad-exception-caught	CODE
LOW	script/analyze_component_buses.py	174	except Exception: # noqa: BLE001 # pylint: disable=broad-exception-caught	CODE
LOW	script/analyze_component_buses.py	232	except Exception: # noqa: BLE001 # pylint: disable=broad-exception-caught	CODE
MEDIUM	script/analyze_component_buses.py	341	print(f"Error: {tests_dir} does not exist", file=sys.stderr)	CODE
MEDIUM	script/ci_memory_impact_comment.py	655	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	486	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/config.py	1350	except Exception:	CODE
LOW	esphome/storage_json.py	285	except Exception: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/storage_json.py	387	except Exception: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/storage_json.py	416	except Exception: # noqa: BLE001 # pylint: disable=broad-except	CODE
MEDIUM	esphome/storage_json.py	381	def last_update_check(self) -> datetime \| None:	CODE
LOW	esphome/util.py	274	except Exception as err: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/util.py	321	except Exception as err: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/framework_helpers.py	632	except Exception as e: # noqa: BLE001 # pylint: disable=broad-exception-caught	CODE
LOW	esphome/vscode.py	137	except Exception as err: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/vscode.py	144	except Exception: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/compiled_config.py	46	except Exception as err: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/compiled_config.py	65	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	276	except Exception: # pylint: disable=broad-except	CODE
LOW	esphome/async_thread.py	45	except Exception as exc: # noqa: BLE001 # pylint: disable=broad-except	CODE
MEDIUM	esphome/async_thread.py	42	def _runner(self) -> None:	CODE
LOW	esphome/__main__.py	1008	except Exception: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/__main__.py	1924	except Exception as e: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/platformio/runner.py	97	except Exception: # noqa: BLE001	CODE
MEDIUM	esphome/components/esp32/__init__.py	1047	def _parse_pio_platform_version(value):	CODE
LOW	esphome/components/esp32/__init__.py	3086	except Exception: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/components/esp8266/__init__.py	490	except Exception: # noqa: BLE001 # pylint: disable=broad-except	CODE
MEDIUM	esphome/components/esp8266/__init__.py	192	def _parse_platform_version(value):	CODE
LOW	esphome/components/ili9xxx/display.py	285	except Exception as e:	CODE
LOW	esphome/components/sdl/display.py	45	except Exception as e:	CODE
MEDIUM	esphome/components/rp2/generate_boards.py	192	print(f"Error: {arduino_pico_path}/tools/json not found", file=sys.stderr)	CODE
LOW	esphome/components/nrf52/__init__.py	707	except Exception as err: # noqa: BLE001 # pylint: disable=broad-except	CODE
LOW	esphome/components/bme68x_bsec2/__init__.py	174	except Exception as e:	CODE
4 more matches not shown…

Docstring Block Structure16 hits · 80 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	927	Determine memory impact analysis configuration. Always runs memory impact analysis when there are changed component	STRING
HIGH	script/analyze_component_buses.py	147	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	29	Run a gh CLI command with error handling. Args: args: Command arguments (including 'gh') operation:	STRING
HIGH	script/ci_memory_impact_comment.py	461	Find existing memory impact comment on the PR. Args: pr_number: PR number Returns: Comment num	STRING
HIGH	esphome/bundle.py	423	Extract a bundle archive and return the path to the config YAML. Sanity checks reject path traversal, symlinks, abs	STRING
HIGH	esphome/bundle.py	474	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	63	Remove a directory and its contents recursively if it exists. Args: directory: Path to the directory t	STRING
HIGH	esphome/framework_helpers.py	197	Create a Python virtual environment. Args: root: Path to the virtual environment directory msg	STRING
HIGH	esphome/framework_helpers.py	561	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	235	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	275	Get ESP-IDF tool paths and environment variables needed for building. Args: idf_framework_root: Path t	STRING

AI Slop Vocabulary17 hits · 38 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
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	65	# BUT only for --changed (used by clang-tidy for comprehensive checking)	COMMENT
MEDIUM	script/list-components.py	91	# This is for --changed (clang-tidy) which needs comprehensive checking	COMMENT
MEDIUM	.github/workflows/ci.yml	797	# (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	578	# 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	334	# This node does not define any vars itself, so just return parent context	COMMENT
LOW	esphome/components/mipi_spi/display.py	131	# No exact divisor, just use the closest.	COMMENT
MEDIUM	esphome/components/lvgl/animation.py	58	# It would be better to have a more robust way of passing arguments to the timing classes.	COMMENT

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

Modern Structural Boilerplate23 hits · 22 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	87	def _set_cache_mtime(cache_path: Path, yaml_path: Path, *, offset: int) -> None:	CODE
LOW	tests/unit_tests/test_git.py	22	def _setup_old_repo(repo_dir: Path, days_old: int = 2) -> None:	CODE
LOW⚡	tests/unit_tests/test_config_validation.py	1397	def _set_core_target(platform: str, framework: str) -> None:	CODE
LOW⚡	tests/unit_tests/test_config_validation.py	1405	def _set_framework_version(platform: str, framework: str, version: cv.Version) -> None:	CODE
LOW	tests/unit_tests/test_config_validation.py	602	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⚡	tests/component_tests/time/test_init.py	43	def _set_platform(platform: Platform) -> None:	CODE
LOW	script/ci_memory_impact_comment.py	526	def update_existing_comment(comment_id: str, comment_body: str) -> None:	CODE
LOW	esphome/yaml_util.py	195	def set_context(self, vars: dict[str, Any]) -> None:	CODE
LOW⚡	esphome/writer.py	135	def update_storage_json() -> None:	CODE
LOW	esphome/cpp_generator.py	716	def set_cpp_standard(standard: str) -> None:	CODE
LOW	esphome/core/entity_helpers.py	416	async def _setup_entity_impl(var: MockObj, config: ConfigType, platform: str) -> None:	CODE
LOW	esphome/components/image/__init__.py	117	def set_big_endian(self, big_endian: bool) -> None:	CODE
LOW	esphome/components/esp32/__init__.py	2006	async def _set_libc_picolibc_newlib_compat() -> None:	CODE
LOW	esphome/components/esp32/__init__.py	2039	def set_opt(name: str, value: SdkconfigValueType) -> None:	CODE
LOW	esphome/components/nrf52/clang_tidy.py	154	def _setup_core(work_dir: Path) -> None:	CODE
LOW	esphome/components/esp32_ble/__init__.py	272	__all__ = [	CODE
LOW	esphome/components/lvgl/defines.py	135	def set_widgets_completed(value: bool) -> None:	CODE
LOW	esphome/components/lvgl/widgets/__init__.py	552	def _set_layout_options(w: Widget, layout: dict, base_name: str \| None) -> None:	CODE
LOW	esphome/espidf/clang_tidy.py	142	def _setup_core(work_dir: Path, settings: _Settings) -> None:	STRING

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	254	_add_board(arduino_pico, "placeholder", pins_header=header)	STRING
LOW⚡	tests/unit_tests/components/test_rp2_generate_boards.py	258	assert "SDA1" not in board_pins["placeholder"]	STRING
LOW⚡	tests/unit_tests/components/test_rp2_generate_boards.py	259	assert "SCL1" not in board_pins["placeholder"]	STRING
LOW⚡	tests/unit_tests/components/test_rp2_generate_boards.py	260	assert board_pins["placeholder"]["LED"] == 25	STRING
LOW⚡	tests/unit_tests/components/test_rp2_generate_boards.py	261	assert "max_virtual_pin" not in boards["placeholder"]	STRING
LOW	esphome/components/runtime_image/__init__.py	19	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	365	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