nesquena/hermes-webui

76.4

Adjusted Score

76.4

Raw Score

100%

Time Factor

2026-08-26

Last Push

17.8K

Stars

Python

Language

542.0K

Lines of Code

1.6K

Files

22.8K

Pattern Hits

2026-08-29

Scan Date

2.20

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 3443MEDIUM 1806LOW 17522

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 22771 distinct pattern matches across 17 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.

Cross-Language Confusion3367 hits · 18438 pts

Severity	File	Line	Snippet	Context
HIGH⚡	tests/test_real_steer.py	567	appendChild(child){{this.children.push(child);}},	CODE
HIGH⚡	tests/test_real_steer.py	570	querySelector(sel){{return null;}},	CODE
HIGH⚡	tests/test_real_steer.py	575	getElementById(id){{return id==='msgInner'?inner:null;}},	CODE
HIGH⚡	tests/test_real_steer.py	582	function showToast(key){{if(globalThis.__toasts)globalThis.__toasts.push(key);}}	CODE
HIGH⚡	tests/test_real_steer.py	586	function _clearComposerDraft(sid,text,files){{if(globalThis.__draftClears)globalThis.__draftClears.push({{si	CODE
HIGH⚡	tests/test_real_steer.py	595	let sendInput = null;	CODE
HIGH⚡	tests/test_real_steer.py	596	let sendOptions = null;	CODE
HIGH⚡	tests/test_real_steer.py	597	let apiPayload = null;	CODE
HIGH⚡	tests/test_real_steer.py	607	globalThis.clearInflightState = sid => clearInflightCalls.push(sid);	CODE
HIGH⚡	tests/test_real_steer.py	706	globalThis.clearInflightState = sid => clearInflightCalls.push(sid);	CODE
HIGH⚡	tests/test_real_steer.py	708	globalThis.queueSessionMessage = (sid, payload) => queued.push({{sid, payload}});	CODE
HIGH⚡	tests/test_real_steer.py	709	globalThis.updateQueueBadge = sid => queueBadges.push(sid);	CODE
HIGH⚡	tests/test_real_steer.py	942	_uploadPendingFilesUpdateProgress('A', null);	CODE
HIGH⚡	tests/test_real_steer.py	945	assert.strictEqual(barWrap.dataset.uploadSessionId, undefined);	CODE
HIGH	tests/test_real_steer.py	337	assert "const ownerSid=(typeof S!=='undefined'&&S.session&&S.session.session_id)\|\|null;" in body	CODE
HIGH	tests/test_real_steer.py	398	let apiPayload = null;	CODE
HIGH	tests/test_real_steer.py	399	let indicatorText = null;	CODE
HIGH	tests/test_real_steer.py	447	let apiPayload = null;	CODE
HIGH	tests/test_real_steer.py	448	let indicatorText = null;	CODE
HIGH	tests/test_real_steer.py	495	let uploadOptions = null;	CODE
HIGH	tests/test_real_steer.py	496	let apiPayload = null;	CODE
HIGH	tests/test_real_steer.py	507	function _clearComposerDraft(sid,text,files){{draftClears.push({{sid,text,files}});}}	CODE
HIGH	tests/test_real_steer.py	620	assert.strictEqual(S.activeStreamId, null);	CODE
HIGH	tests/test_real_steer.py	621	assert.strictEqual(S.session.active_stream_id, null);	CODE
HIGH	tests/test_real_steer.py	643	let apiPayload = null;	CODE
HIGH	tests/test_real_steer.py	653	globalThis.clearInflightState = sid => clearInflightCalls.push(sid);	CODE
HIGH	tests/test_real_steer.py	695	let apiPayload = null;	CODE
HIGH	tests/test_real_steer.py	774	globalThis.clearInflightState = sid => clearInflightCalls.push(sid);	CODE
HIGH	tests/test_real_steer.py	808	globalThis.clearInflightState = sid => clearInflightCalls.push(sid);	CODE
HIGH	tests/test_real_steer.py	918	return null;	CODE
HIGH	tests/test_real_steer.py	930	assert.strictEqual(barWrap.dataset.uploadSessionId, undefined);	CODE
HIGH	tests/test_real_steer.py	881	assert "_uploadPendingFilesUpdateProgress(sessionId,null)" in upload_body	STRING
HIGH⚡	tests/test_sidebar_tab_visibility.py	104	: null;	STRING
HIGH⚡	tests/test_sidebar_tab_visibility.py	110	this.children.push(child);	STRING
HIGH⚡	tests/test_sidebar_tab_visibility.py	113	querySelector: () => null,	STRING
HIGH⚡	tests/test_sidebar_tab_visibility.py	147	_store: Object.create(null),	STRING
HIGH⚡	tests/test_sidebar_tab_visibility.py	149	return Object.prototype.hasOwnProperty.call(this._store, k) ? this._store[k] : null;	STRING
HIGH⚡	tests/test_sidebar_tab_visibility.py	157	querySelector: () => null,	STRING
HIGH⚡	tests/test_sidebar_tab_visibility.py	161	global.$ = (id) => registry[id] \|\| null;	STRING
HIGH⚡	tests/test_sidebar_tab_visibility.py	171	apiCalls.push({ url: String(url), method: (opts.method \|\| 'GET').toUpperCase(), body: opts.body \|\| '' });	STRING
HIGH⚡	tests/test_sidebar_tab_visibility.py	214	if (forceNoRestore) global._dashboardLastNonNeverMode = null;	STRING
HIGH⚡	tests/test_sidebar_tab_visibility.py	223	chipText: chip && chip.textContent,	STRING
HIGH⚡	tests/test_sidebar_tab_visibility.py	224	chipAriaChecked: chip && chip.getAttribute('aria-checked'),	STRING
HIGH⚡	tests/test_sidebar_tab_visibility.py	225	chipIsOff: chip && chip.classList.contains('chip-off'),	STRING
HIGH	tests/test_sidebar_tab_visibility.py	43	let inString = null;	STRING
HIGH	tests/test_sidebar_tab_visibility.py	64	inString = null;	STRING
HIGH	tests/test_sidebar_tab_visibility.py	134	const registry = Object.create(null);	STRING
HIGH	tests/test_sidebar_tab_visibility.py	183	const normalized = _normalizeDashboardEnabledMode(saved && saved.enabled);	STRING
HIGH⚡	tests/test_6728_cron_running_sidebar.py	60	let str = null;	CODE
HIGH⚡	tests/test_6728_cron_running_sidebar.py	65	while (depth > 0 && i < src.length) {	CODE
HIGH⚡	tests/test_6728_cron_running_sidebar.py	72	if (c === str) str = null;	CODE
HIGH	tests/test_6728_cron_running_sidebar.py	118	function _markSessionCompletionUnread(sid, messageCount, meta) { markCount += 1; markedSids.push(sid); }	CODE
HIGH	tests/test_6728_cron_running_sidebar.py	123	let S = { session: null, busy: false };	CODE
HIGH	tests/test_issue3635_profile_chip_active.py	75	assert "(S.session && S.session.profile) \|\| S.activeProfile" not in body, (	CODE
HIGH	tests/test_issue4749_steer_reason_and_recovery.py	82	return (typeof LOCALES !== 'undefined' && LOCALES.en && LOCALES.en[key])	CODE
HIGH	tests/test_issue4749_steer_reason_and_recovery.py	106	const n = _steerFailureMessageKey(null);	CODE
HIGH	tests/test_issue4749_steer_reason_and_recovery.py	111	const u = _steerFailureMessageKey(undefined);	CODE
HIGH⚡	tests/test_issue4749_steer_reason_and_recovery.py	175	appendChild(c) { this.children.push(c); },	CODE
HIGH⚡	tests/test_issue4749_steer_reason_and_recovery.py	180	return null;	CODE
HIGH⚡	tests/test_issue4749_steer_reason_and_recovery.py	187	inner.querySelector = (sel) => null; // no existing recovery bar	CODE
3307 more matches not shown…

Hyper-Verbose Identifiers14644 hits · 13958 pts

Severity	File	Line	Snippet	Context
LOW	bootstrap.py	99	def ensure_supported_platform() -> None:	CODE
LOW	bootstrap.py	115	def _agent_dir_from_hermes_cli() -> Path \| None:	CODE
LOW	bootstrap.py	252	def _python_can_run_webui_and_agent(python_exe: str, agent_dir: Path \| None = None) -> bool:	CODE
LOW	bootstrap.py	275	def ensure_python_has_webui_deps(python_exe: str, agent_dir: Path \| None = None) -> str:	CODE
LOW	bootstrap.py	524	def _is_real_supervisor_value(name: str, value: str) -> bool:	CODE
LOW⚡	server.py	194	def _drain_request_input_nonblocking(self, request) -> None:	CODE
LOW⚡	server.py	247	def _reject_overflow_request_worker(self, request) -> None:	CODE
LOW	server.py	68	def _blocked_create_connection(address, a, *kw):	CODE
LOW	server.py	528	def _abort_if_already_serving(host: str, port: int) -> None:	CODE
LOW	tests/test_session_events_http_integration.py	61	def test_session_events_bus_subscribe_unsubscribe_balance():	CODE
LOW	tests/test_session_events_http_integration.py	82	def test_session_events_sse_endpoint_handshake_succeeds(cleanup_test_sessions):	CODE
LOW	tests/test_session_events_http_integration.py	149	def test_session_events_sse_endpoint_survives_rapid_disconnect():	CODE
LOW	tests/test_session_events_http_integration.py	182	def test_session_events_handler_uses_disconnect_safe_errors_tuple():	CODE
LOW⚡	tests/test_issues_907_908_909_model_dropdown.py	97	def test_get_label_for_model_helper_exists(self):	CODE
LOW⚡	tests/test_issues_907_908_909_model_dropdown.py	103	def test_label_helper_capitalizes_bare_id(self):	CODE
LOW⚡	tests/test_issues_907_908_909_model_dropdown.py	112	def test_label_helper_uses_catalog_when_available(self):	CODE
LOW	tests/test_issues_907_908_909_model_dropdown.py	124	def test_label_helper_strips_at_prefix_for_lookup(self):	CODE
LOW	tests/test_issues_907_908_909_model_dropdown.py	137	def test_config_uses_label_helper_not_raw_split(self):	CODE
LOW⚡	tests/test_real_steer.py	295	def test_cmd_steer_calls_endpoint(self):	CODE
LOW⚡	tests/test_real_steer.py	302	def test_try_steer_calls_endpoint(self):	CODE
LOW⚡	tests/test_real_steer.py	309	def test_try_steer_handles_fallback_without_cancelling(self):	CODE
LOW⚡	tests/test_real_steer.py	319	def test_send_busy_steer_uses_try_steer(self):	CODE
LOW⚡	tests/test_real_steer.py	326	def test_try_steer_uploads_pending_files_without_clearing_until_accepted(self):	CODE
LOW⚡	tests/test_real_steer.py	969	def test_cmd_steer_delivered_in_all_locales(self):	CODE
LOW⚡	tests/test_real_steer.py	975	def test_steer_leftover_queued_in_all_locales(self):	CODE
LOW⚡	tests/test_real_steer.py	988	def test_leftover_drain_call_in_streaming(self):	CODE
LOW⚡	tests/test_real_steer.py	998	def test_leftover_drain_runs_before_done_event(self):	CODE
LOW	tests/test_real_steer.py	104	def test_accepts_when_agent_cached_and_running(self, _clear_caches):	CODE
LOW	tests/test_real_steer.py	138	def test_gateway_owned_stream_without_cached_agent_queues_fallback(self, _clear_caches):	CODE
LOW	tests/test_real_steer.py	162	def test_agent_lacks_steer_method(self, _clear_caches):	CODE
LOW	tests/test_real_steer.py	266	def test_empty_text_after_strip(self, _clear_caches):	CODE
LOW	tests/test_real_steer.py	347	def test_file_steer_does_not_read_live_session_after_upload_await(self):	CODE
LOW	tests/test_real_steer.py	362	def test_file_steer_upload_status_and_indicator_are_owner_scoped(self):	CODE
LOW	tests/test_real_steer.py	378	def test_file_steer_indicator_omits_attachment_tool_note(self):	CODE
LOW	tests/test_real_steer.py	761	async function runLateDeadFallbackDoesNotClearNewStream(){{	CODE
LOW⚡	tests/test_real_steer.py	843	def test_send_busy_steer_accepts_file_only_input(self):	STRING
LOW⚡	tests/test_real_steer.py	852	def test_upload_pending_files_can_preserve_staged_files_for_steer(self):	STRING
LOW⚡	tests/test_real_steer.py	862	def test_upload_pending_files_progress_bar_is_session_scoped(self):	STRING
LOW⚡	tests/test_real_steer.py	950	def test_pending_steer_leftover_listener(self):	STRING
LOW	tests/test_real_steer.py	427	def test_attachment_only_steer_indicator_uses_file_label(self):	STRING
LOW	tests/test_real_steer.py	475	def test_file_steer_targets_captured_session_when_user_switches_mid_upload(self):	STRING
LOW	tests/test_real_steer.py	540	def test_dead_steer_fallback_clears_busy_state_and_recovery_sends_normally(self):	STRING
LOW	tests/test_real_steer.py	885	def test_upload_progress_bar_hides_on_switch_and_reappears_on_owner_return(self):	STRING
LOW⚡	tests/test_issue4842_cli_sessions_streaming_freeze.py	30	def test_freeze_marker_none_when_idle(monkeypatch):	CODE
LOW⚡	tests/test_issue4842_cli_sessions_streaming_freeze.py	35	def test_freeze_marker_stable_for_same_streams(monkeypatch):	CODE
LOW⚡	tests/test_issue4842_cli_sessions_streaming_freeze.py	45	def test_freeze_marker_changes_when_stream_set_changes(monkeypatch):	CODE
LOW⚡	tests/test_issue4842_cli_sessions_streaming_freeze.py	55	def test_cache_key_stable_across_message_writes_while_streaming(monkeypatch, tmp_path):	CODE
LOW	tests/test_issue4842_cli_sessions_streaming_freeze.py	91	def test_streaming_ttl_wider_than_idle(monkeypatch):	CODE
LOW	tests/test_issue4842_cli_sessions_streaming_freeze.py	102	def test_structural_change_listener_clears_cli_cache(monkeypatch):	CODE
LOW	tests/test_issue697_mcp_tool_inventory.py	34	def test_endpoint_returns_sanitized_registered_mcp_tools(self, mock_home, mock_cfg, mock_runtime):	CODE
LOW	tests/test_issue697_mcp_tool_inventory.py	83	def test_schema_summary_uses_parameter_names_types_required_and_descriptions_only(self):	CODE
LOW	tests/test_issue697_mcp_tool_inventory.py	97	def test_tool_summary_rejects_non_dict_schema_and_redacts_description(self):	CODE
LOW	tests/test_issue697_mcp_tool_inventory.py	109	def test_system_settings_contains_searchable_global_mcp_tool_section(self):	CODE
LOW	tests/test_issue697_mcp_tool_inventory.py	116	def test_panels_js_loads_tools_and_filters_name_server_description(self):	CODE
LOW	tests/test_turn_journal_callsite.py	4	def test_chat_start_appends_submitted_turn_journal_before_worker_thread_start():	CODE
LOW	tests/test_turn_journal_callsite.py	15	def test_chat_start_writes_turn_journal_after_session_lock_and_handles_failure():	CODE
LOW	tests/test_subagent_parent_in_import_window.py	49	def test_evicted_subagent_parent_is_kept_in_window(tmp_path):	CODE
LOW	tests/test_subagent_parent_in_import_window.py	64	def test_unrelated_older_subagent_row_stays_excluded(tmp_path):	CODE
LOW	tests/test_subagent_parent_in_import_window.py	74	def test_webui_parent_is_not_force_imported(tmp_path):	CODE
LOW	tests/test_subagent_parent_in_import_window.py	85	def test_recovered_parent_is_returned_beyond_limit(tmp_path):	CODE
14584 more matches not shown…

Decorative Section Separators1658 hits · 5973 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	mcp_server.py	41	# ── Ensure the repo root is on sys.path so api.* imports work ─────────────	COMMENT
MEDIUM⚡	mcp_server.py	46	# ── CLI: optional --profile override ──────────────────────────────────────	COMMENT
MEDIUM⚡	mcp_server.py	53	# ── Import webui canonical modules (after path setup) ─────────────────────	COMMENT
MEDIUM⚡	mcp_server.py	195	# ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	mcp_server.py	197	# ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	mcp_server.py	388	# ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	mcp_server.py	390	# ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	mcp_server.py	66	# ── API auth state ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	mcp_server.py	79	# ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	mcp_server.py	81	# ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	mcp_server.py	120	# ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	mcp_server.py	122	# ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	mcp_server.py	248	# ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	mcp_server.py	250	# ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	mcp_server.py	450	# ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	mcp_server.py	452	# ═════════════════════════════════════════════════════════════════════════==	COMMENT
MEDIUM	mcp_server.py	467	# ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	mcp_server.py	469	# ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	tests/test_issues_907_908_909_model_dropdown.py	10	# ── #907: Normalized dedup in _addLiveModelsToSelect ─────────────────────────	COMMENT
MEDIUM	tests/test_issues_907_908_909_model_dropdown.py	66	# ── #908: window._defaultModel updated on settings save ─────────────────────	COMMENT
MEDIUM⚡	tests/test_issues_907_908_909_model_dropdown.py	92	# ── #909: Injected default model label quality ───────────────────────────────	COMMENT
MEDIUM⚡	tests/test_real_steer.py	960	# ── i18n keys ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_real_steer.py	982	# ── Leftover SSE delivery: streaming.py emits pending_steer_leftover ─────	COMMENT
MEDIUM	tests/test_real_steer.py	99	# ── Backend: the /api/chat/steer endpoint ─────────────────────────────────	COMMENT
MEDIUM	tests/test_real_steer.py	273	# ── Routing ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/test_real_steer.py	284	# ── Frontend: cmdSteer + busy-mode steer use the new endpoint ────────────	COMMENT
MEDIUM⚡	tests/test_workspace_blocked_roots_macos.py	36	# ── Blocked-roots set includes both literal and resolved forms ──────────────	COMMENT
MEDIUM⚡	tests/test_workspace_blocked_roots_macos.py	55	# ── /etc is rejected on both Linux and macOS ────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_workspace_blocked_roots_macos.py	76	# ── /var is selectively blocked (system parts) but tmp carve-outs work ──────	COMMENT
MEDIUM⚡	tests/test_workspace_blocked_roots_macos.py	111	# ── Carve-out invariants ───────────────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/test_workspace_blocked_roots_macos.py	130	# ── Other roots: literal == resolved on both platforms ─────────────────────	COMMENT
MEDIUM	tests/test_workspace_blocked_roots_macos.py	155	# ── New macOS-specific blocked roots: /System and /Library ──────────────────	COMMENT
MEDIUM	tests/test_v050255_opus_followups.py	37	# ── 1: rollback checkpoint id validation ─────────────────────────────────────	COMMENT
MEDIUM	tests/test_v050255_opus_followups.py	94	# ── 2: redact_session_data settings.json read-once optimization ──────────────	COMMENT
MEDIUM	tests/test_v050255_opus_followups.py	164	# ── 3: voice mode session-id capture ─────────────────────────────────────────	COMMENT
MEDIUM	tests/test_v050255_opus_followups.py	205	# ── 4: rollback _inspect_checkpoint except tuple ─────────────────────────────	COMMENT
MEDIUM	tests/test_extension_sidecar_proxy.py	1016	# ── token-v1 proxy auth (§9.1/§9.2) ─────────────────────────────────────────	COMMENT
MEDIUM	tests/test_issue2565_reasoning_accumulation.py	27	# ── Issue 1: live reasoning segment reset at turn boundaries ─────────────────	COMMENT
MEDIUM⚡	tests/test_issue2565_reasoning_accumulation.py	90	# ── Issue 2: reasoning metadata renders as Worklog Thinking Card ─────────────	COMMENT
MEDIUM⚡	tests/test_issue2565_reasoning_accumulation.py	130	# ── Cross-cutting: done event still has the persist-on-done guard ────────────	COMMENT
MEDIUM	tests/test_resolve_model_provider_free_suffix.py	22	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_resolve_model_provider_free_suffix.py	25	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_resolve_model_provider_free_suffix.py	38	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_resolve_model_provider_free_suffix.py	40	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_resolve_model_provider_free_suffix.py	118	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_resolve_model_provider_free_suffix.py	133	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_issue5339_restart_stale_user_dedup.py	132	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_issue5339_restart_stale_user_dedup.py	134	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_issue5339_restart_stale_user_dedup.py	486	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_issue5339_restart_stale_user_dedup.py	488	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_issue5339_restart_stale_user_dedup.py	536	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_issue5339_restart_stale_user_dedup.py	538	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_issue569_579.py	18	# ── #569: docker UID/GID auto-detect ─────────────────────────────────────────	COMMENT
MEDIUM	tests/test_issue569_579.py	120	# ── #579: topbar message count already filters tool messages ──────────────────	COMMENT
MEDIUM	tests/test_issue4765_sessions_lru_eviction.py	112	# ─────────────────────────── config knob ────────────────────────────────────	COMMENT
MEDIUM	tests/test_issue4765_sessions_lru_eviction.py	153	# ─────────────────────────── invariant 1: eviction ──────────────────────────	COMMENT
MEDIUM	tests/test_issue4765_sessions_lru_eviction.py	180	# ────────────────────── invariant 2: never evict active ──────────────────────	COMMENT
MEDIUM	tests/test_issue4765_sessions_lru_eviction.py	259	# ───────────────── invariant 3: lazy reload + invariant 4: no data loss ──────	COMMENT
MEDIUM⚡	tests/test_media_message_snapshots.py	198	# ── resolve_media_ref / media_capture_allowed ──────────────────────────────	COMMENT
MEDIUM⚡	tests/test_media_message_snapshots.py	603	# ── display-metadata persistence (state.db ↔ sidecar merge) ────────────────	COMMENT
1598 more matches not shown…

Excessive Try-Catch Wrapping1294 hits · 1085 pts

Severity	File	Line	Snippet	Context
LOW	bootstrap.py	66	except Exception as exc:	CODE
LOW	bootstrap.py	396	except Exception:	CODE
LOW	bootstrap.py	463	except Exception as exc:	CODE
LOW	bootstrap.py	705	except Exception as exc:	CODE
MEDIUM	server.py	68	def _blocked_create_connection(address, a, *kw):	CODE
MEDIUM	server.py	188	def _close_request_quietly(self, request) -> None:	CODE
MEDIUM	server.py	247	def _reject_overflow_request_worker(self, request) -> None:	CODE
MEDIUM	server.py	273	def process_request_thread(self, request, client_address):	CODE
MEDIUM	server.py	637	def _start_watcher_safe():	CODE
LOW⚡	server.py	191	except Exception:	CODE
LOW⚡	server.py	203	except Exception:	CODE
LOW⚡	server.py	243	except Exception:	CODE
LOW⚡	server.py	254	except Exception:	CODE
LOW⚡	server.py	256	except Exception:	CODE
LOW⚡	server.py	640	except Exception as e:	CODE
LOW⚡	server.py	648	except Exception as e:	CODE
LOW⚡	server.py	655	except Exception as e:	CODE
LOW⚡	server.py	662	except Exception as e:	CODE
LOW⚡	server.py	668	except Exception as e:	CODE
LOW⚡	server.py	731	except Exception:	CODE
LOW⚡	server.py	736	except Exception:	CODE
LOW⚡	server.py	741	except Exception:	CODE
LOW⚡	server.py	746	except Exception:	CODE
LOW	server.py	177	except Exception:	CODE
LOW	server.py	227	except Exception:	CODE
LOW	server.py	268	except Exception:	CODE
LOW	server.py	343	except Exception:	CODE
LOW	server.py	354	except Exception:	CODE
LOW	server.py	359	except Exception:	CODE
LOW	server.py	388	except Exception:	CODE
LOW	server.py	394	except Exception:	CODE
LOW	server.py	416	except Exception:	CODE
LOW	server.py	422	except Exception:	CODE
LOW	server.py	456	except Exception as exc:	CODE
LOW	server.py	466	except Exception as exc:	CODE
LOW	server.py	481	except Exception:	CODE
LOW	server.py	514	except Exception:	CODE
LOW	server.py	582	except Exception as exc:	CODE
LOW	server.py	684	except Exception as e:	CODE
LOW	ctl.sh	757	except Exception:	CODE
LOW⚡	mcp_server.py	191	except Exception as e:	CODE
LOW⚡	mcp_server.py	378	except Exception:	CODE
LOW	mcp_server.py	101	except Exception:	CODE
LOW	mcp_server.py	164	except Exception:	CODE
LOW	tests/test_session_events_http_integration.py	121	except Exception:	CODE
LOW	tests/test_issue4749_steer_reason_and_recovery.py	280	except Exception:	CODE
LOW	tests/test_issue2931_edge_tts_endpoint.py	41	except Exception:	CODE
MEDIUM	tests/test_issue2931_edge_tts_endpoint.py	38	def payload(self):	CODE
MEDIUM	tests/test_issue765_streaming_persistence.py	303	def _save_worker():	CODE
LOW	tests/test_issue765_streaming_persistence.py	140	except Exception:	CODE
LOW	tests/test_issue765_streaming_persistence.py	306	except Exception as e:	CODE
LOW	tests/test_issue765_streaming_persistence.py	577	except Exception:	CODE
LOW	tests/test_issue765_streaming_persistence.py	580	except Exception as e:	CODE
LOW	tests/test_issue765_streaming_persistence.py	715	except Exception:	CODE
LOW	tests/test_issue765_streaming_persistence.py	718	except Exception as e:	CODE
LOW⚡	tests/test_terminal_fd_leak.py	78	except Exception:	CODE
LOW	tests/test_session_action_menu_focus.py	129	except Exception: # pragma: no cover - dependency missing path	CODE
LOW	tests/test_session_action_menu_focus.py	161	except Exception: # pragma: no cover - dependency missing path	CODE
MEDIUM	tests/test_session_action_menu_focus.py	126	def test_session_action_menu_focus_lifecycle_in_browser():	CODE
MEDIUM	tests/test_session_action_menu_focus.py	158	def test_session_action_menu_returns_to_prior_focus_for_nonfocusable_opener_in_b	CODE
1234 more matches not shown…

Unused Imports630 hits · 543 pts

Severity	File	Line	Context
LOW	bootstrap.py	4	CODE
LOW	mcp_server.py	54	CODE
LOW	mcp_server.py	55	CODE
LOW	mcp_server.py	55	CODE
LOW	mcp_server.py	55	CODE
LOW	mcp_server.py	59	CODE
LOW	tests/test_real_steer.py	20	CODE
LOW	tests/test_v050255_opus_followups.py	27	CODE
LOW	tests/test_v050255_opus_followups.py	29	CODE
LOW	tests/test_issue5532_clear_truncation_watermark.py	28	CODE
LOW	tests/test_issue4891_detail_header_visibility.py	16	CODE
LOW	tests/test_issue1257_llm_wiki_status.py	1	CODE
LOW	tests/test_issue569_579.py	11	CODE
LOW	tests/test_visible_video_preload.py	3	CODE
LOW	tests/test_run_journal_seq_cache.py	11	CODE
LOW	tests/test_media_message_snapshots.py	16	CODE
LOW	tests/test_issue3987_imported_session_titles.py	3	CODE
LOW	tests/test_issue5270_cli_webui_continuity.py	1	CODE
LOW	tests/test_sprint49.py	13	CODE
LOW	tests/test_update_checker.py	11	CODE
LOW	tests/test_update_checker.py	12	CODE
LOW	tests/test_update_checker.py	13	CODE
LOW	tests/test_update_checker.py	15	CODE
LOW	tests/test_approval_sse.py	14	CODE
LOW	tests/test_cli_session_tool_metadata.py	3	CODE
LOW	tests/test_issue3260_self_hosted_providers_settings.py	3	CODE
LOW	tests/test_wakeup_model_resolve_hang.py	30	CODE
LOW	tests/test_agent_runtime_revision_guard.py	3	CODE
LOW	tests/test_sprint40_ui_polish.py	8	CODE
LOW	tests/test_sprint40_ui_polish.py	10	CODE
LOW	tests/test_sprint40_ui_polish.py	13	CODE
LOW	tests/test_metadata_save_wipe_1558.py	21	CODE
LOW	tests/test_metadata_save_wipe_1558.py	22	CODE
LOW	tests/test_empty_session_no_disk_write.py	22	CODE
LOW	tests/test_empty_session_no_disk_write.py	27	CODE
LOW	tests/test_bg_task_complete_focus_drop.py	22	CODE
LOW	tests/test_issue1240_generic_cli_catalog_sync.py	8	CODE
LOW	tests/test_issue1095_pasted_images.py	8	CODE
LOW	tests/test_lineage_display_cache.py	13	CODE
LOW	tests/test_anchor_fallback_ownership.py	9	CODE
LOW	tests/test_cancelled_turn_status.py	7	CODE
LOW	tests/test_session_channel_option_x.py	12	CODE
LOW	tests/test_clarify_sse.py	12	CODE
LOW	tests/test_partial_bloat_fix.py	19	CODE
LOW	tests/test_issue3929_error_preserves_partial.py	3	CODE
LOW	tests/test_claude_code_session_import.py	1	CODE
LOW	tests/test_docker_docs_and_readonly.py	20	CODE
LOW	tests/test_stable_assistant_turn_anchor_phase0.py	6	CODE
LOW	tests/test_issue6209_data_image_renderer.py	8	CODE
LOW	tests/test_transcript_scroll_invariant.py	33	CODE
LOW	tests/test_gateway_status_agent_health.py	14	CODE
LOW	tests/test_issue798.py	20	CODE
LOW	tests/test_recovered_journal_context.py	9	CODE
LOW	…sts/test_checkpoint_skips_redundant_sidecar_rewrite.py	17	CODE
LOW	tests/test_issue4877_fresh_blank_boot_workspace_bind.py	3	CODE
LOW	tests/test_sprint9.py	5	CODE
LOW	tests/test_anchor_prose_incremental_finalize.py	3	CODE
LOW	tests/test_native_image_attachments.py	10	CODE
LOW	tests/test_native_image_attachments.py	14	CODE
LOW	tests/test_bg_task_drain_loop_backoff.py	16	CODE
570 more matches not shown…

Deep Nesting533 hits · 381 pts

Severity	File	Line	Context
LOW	bootstrap.py	26	CODE
LOW	bootstrap.py	275	CODE
LOW	bootstrap.py	400	CODE
LOW	bootstrap.py	560	CODE
LOW	server.py	141	CODE
LOW	mcp_server.py	321	CODE
LOW	tests/test_session_events_http_integration.py	25	CODE
LOW	tests/test_session_events_http_integration.py	82	CODE
LOW	tests/test_issue5637_mobile_scroll_clamp_jumpback.py	35	CODE
LOW	tests/test_issue5637_mobile_scroll_clamp_jumpback.py	52	CODE
LOW	tests/test_issue3635_profile_chip_active.py	29	CODE
LOW	tests/test_issue3635_profile_chip_active.py	98	CODE
LOW	tests/test_issue3599_inline_thinking_extraction.py	15	CODE
LOW	tests/test_issue4891_detail_header_visibility.py	24	CODE
LOW	tests/test_issue4749_steer_reason_and_recovery.py	268	CODE
LOW	tests/test_issue1431_toolsets_chip_responsive.py	141	CODE
LOW	tests/test_issue3250_upward_scroll_intent_window.py	15	CODE
LOW	tests/test_issue1731_upward_scroll_unpins.py	22	CODE
LOW	tests/test_issue765_streaming_persistence.py	521	CODE
LOW	tests/test_issue765_streaming_persistence.py	663	CODE
LOW	tests/test_issue765_streaming_persistence.py	564	CODE
LOW	tests/test_issue765_streaming_persistence.py	702	CODE
LOW	tests/test_korean_locale.py	18	CODE
LOW	tests/test_issue3571_saved_prompts.py	18	CODE
LOW	tests/test_large_text_paste_attachment.py	22	CODE
LOW	tests/test_session_unread_dot_on_visit.py	139	CODE
LOW	tests/test_bg_task_complete_focus_drop.py	51	CODE
LOW	tests/test_issue6080_model_picker_reparent.py	33	CODE
LOW	tests/test_anchor_fallback_ownership.py	127	CODE
LOW	tests/test_anchor_fallback_ownership.py	191	CODE
LOW	tests/test_session_channel_option_x.py	23	CODE
LOW	tests/test_session_channel_option_x.py	230	CODE
LOW	tests/test_session_channel_option_x.py	259	CODE
LOW	tests/test_language_precedence.py	42	CODE
LOW	tests/test_language_precedence.py	109	CODE
LOW	tests/test_tars_scroll_reset_regressions.py	8	CODE
LOW	tests/test_issue5514_composer_grow_scroll_pin.py	44	CODE
LOW	tests/test_issue6067_artifact_paths.py	35	CODE
LOW	tests/test_issue6067_artifact_paths.py	116	CODE
LOW	tests/test_issue4598_composer_control_visibility.py	69	CODE
LOW	tests/conftest.py	353	CODE
LOW	tests/conftest.py	704	CODE
LOW	tests/conftest.py	787	CODE
LOW	tests/test_issue4877_fresh_blank_boot_workspace_bind.py	20	CODE
LOW	tests/test_issue1690_scroll_completion.py	9	CODE
LOW	tests/test_issue1690_scroll_completion.py	23	CODE
LOW	tests/test_profile_switch_ux.py	20	CODE
LOW	tests/test_profile_switch_ux.py	85	CODE
LOW	tests/test_pr1355_sse_handler_no_deadlock.py	28	CODE
LOW	tests/test_pr1355_sse_handler_no_deadlock.py	40	CODE
LOW	tests/test_issue_edit_regenerate_absolute_keep_count.py	10	CODE
LOW	tests/test_issue6419_pending_user_reconnect_order.py	20	CODE
LOW	tests/test_issue1202_oauth_provider_status.py	171	CODE
LOW	tests/test_4676_project_new_session_shortcuts.py	21	CODE
LOW	tests/test_issue4985_orphaned_webui_zero_message.py	81	CODE
LOW	tests/test_api_timeout.py	23	CODE
LOW	tests/test_issue3820_chat_activity_display_mode.py	1012	CODE
LOW	tests/test_issue3100_profile_toolsets_affordance.py	11	CODE
LOW	tests/test_issue3762_importable_rows_schema_guard.py	20	CODE
LOW	tests/test_session_sidebar_relative_time.py	12	CODE
473 more matches not shown…

Cross-File Repetition76 hits · 380 pts

Severity	File	Line	Snippet	Context
HIGH	tests/test_6728_cron_running_sidebar.py	0	function extractfunc(name) { const re = new regexp('function\\s+' + name + '\\s*\\('); const start = src.search(re); if	STRING
HIGH	…s/test_issue5638_user_row_intrinsic_height_collapse.py	0	function extractfunc(name) { const re = new regexp('function\\s+' + name + '\\s*\\('); const start = src.search(re); if	STRING
HIGH	…test_issue5744_nonvirtual_userrow_collapse_jumpback.py	0	function extractfunc(name) { const re = new regexp('function\\s+' + name + '\\s*\\('); const start = src.search(re); if	STRING
HIGH	tests/test_issue5637_stale_anchor_guard.py	0	function extractfunc(name) { const re = new regexp('function\\s+' + name + '\\s*\\('); const start = src.search(re); if	STRING
HIGH	tests/test_issue1154_fenced_code_leak.py	0	const fs = require('fs'); const src = fs.readfilesync(process.argv[2], 'utf8'); global.window = {}; global.document = {	STRING
HIGH	tests/test_issue1618_yaml_json_diff_newline_preserve.py	0	const fs = require('fs'); const src = fs.readfilesync(process.argv[2], 'utf8'); global.window = {}; global.document = {	STRING
HIGH	tests/test_issue1446_glued_heading_lift.py	0	const fs = require('fs'); const src = fs.readfilesync(process.argv[2], 'utf8'); global.window = {}; global.document = {	STRING
HIGH	tests/test_issue2881_workspace_chat_links.py	0	const fs = require('fs'); const src = fs.readfilesync(process.argv[2], 'utf8'); global.window = {}; global.document = {	STRING
HIGH	tests/test_issue2428_table_pipe_protection.py	0	const fs = require('fs'); const src = fs.readfilesync(process.argv[2], 'utf8'); global.window = {}; global.document = {	STRING
HIGH	tests/test_issue5379_cron_project_optin.py	0	create table sessions ( id text primary key, source text, session_source text, title text, model text, started_at real n	STRING
HIGH	tests/test_session_lineage_report.py	0	create table sessions ( id text primary key, source text, session_source text, title text, model text, started_at real n	STRING
HIGH	tests/test_issue3930_source_filter_pushdown.py	0	create table sessions ( id text primary key, source text, session_source text, title text, model text, started_at real n	STRING
HIGH	tests/test_issue3506_memory_and_watcher.py	0	create table sessions ( id text primary key, source text, session_source text, title text, model text, started_at real n	STRING
HIGH	tests/test_issue3585_cron_session_overflow.py	0	create table sessions ( id text primary key, source text, session_source text, title text, model text, started_at real n	STRING
HIGH	tests/test_acp_session_sidebar_visibility.py	0	create table sessions ( id text primary key, source text, session_source text, title text, model text, started_at real n	STRING
HIGH	tests/test_issue4842_cron_projection_perf.py	0	create table sessions ( id text primary key, source text, session_source text, title text, model text, started_at real n	STRING
HIGH	tests/test_issue3586_cli_session_source_label.py	0	create table sessions ( id text primary key, source text, session_source text, title text, model text, started_at real n	STRING
HIGH	tests/test_issue2628_cli_sessions_perf.py	0	create table sessions ( id text primary key, source text, session_source text, title text, model text, started_at real n	STRING
HIGH	tests/test_issue1013_handoff_dock.py	0	create table sessions ( id text primary key, source text, session_source text, title text, model text, started_at real n	STRING
HIGH	tests/test_issue5379_cron_project_optin.py	0	create table sessions ( id text primary key, title text, model text, message_count integer, started_at real, source text	STRING
HIGH	tests/test_issue4385_cron_archive_reappears.py	0	create table sessions ( id text primary key, title text, model text, message_count integer, started_at real, source text	STRING
HIGH	tests/test_issue3762_importable_rows_schema_guard.py	0	create table sessions ( id text primary key, title text, model text, message_count integer, started_at real, source text	STRING
HIGH	tests/test_issue5455_listing_readonly_connection.py	0	create table sessions ( id text primary key, title text, model text, message_count integer, started_at real, source text	STRING
HIGH	tests/test_issue3172_cron_session_limit.py	0	create table sessions ( id text primary key, title text, model text, message_count integer, started_at real, source text	STRING
HIGH	tests/test_session_discoverability_repair.py	0	create table sessions ( id text primary key, title text, model text, message_count integer, started_at real, source text	STRING
HIGH	tests/test_cron_session_title.py	0	create table sessions ( id text primary key, title text, model text, message_count integer, started_at real, source text	STRING
HIGH	tests/test_issue3929_error_preserves_partial.py	0	redirect session_dir / session_index_file to an isolated temp dir.	STRING
HIGH	tests/test_issue1361_cancel_data_loss.py	0	redirect session_dir / session_index_file to an isolated temp dir.	STRING
HIGH	tests/test_issue1298_cancel_and_activity.py	0	redirect session_dir / session_index_file to an isolated temp dir.	STRING
HIGH	tests/test_issue1094_provider_bugs.py	0	stub hermes_cli so tests are deterministic and offline.	STRING
HIGH	tests/test_provider_management.py	0	stub hermes_cli so tests are deterministic and offline.	STRING
HIGH	tests/test_issue1500_lmstudio_env_var_alignment.py	0	stub hermes_cli so tests are deterministic and offline.	STRING
HIGH	tests/test_custom_provider_dict_models.py	0	stub hermes_cli so tests are deterministic and offline.	STRING
HIGH	tests/test_custom_providers_in_panel.py	0	stub hermes_cli so tests are deterministic and offline.	STRING
HIGH	tests/test_issue_neuralwatt_env_key.py	0	force get_available_models() down its explicit env-var fallback path.	STRING
HIGH	tests/test_issue2025_xiaomi_env_key.py	0	force get_available_models() down its explicit env-var fallback path.	STRING
HIGH	tests/test_issue2720_bedrock_model_picker.py	0	force get_available_models() down its explicit env-var fallback path.	STRING
HIGH	tests/test_gateway_sync.py	0	create table sessions ( id text primary key, source text, model text, message_count integer default 0, started_at real,	STRING
HIGH	tests/test_issue1611_session_profile_filtering.py	0	create table sessions ( id text primary key, source text, model text, message_count integer default 0, started_at real,	STRING
HIGH	tests/test_issue3506_memory_and_watcher.py	0	create table sessions ( id text primary key, source text, model text, message_count integer default 0, started_at real,	STRING
HIGH	tests/test_file_manager_external_session.py	0	create table sessions ( id text primary key, source text, model text, message_count integer default 0, started_at real,	STRING
HIGH	tests/test_issue2057_worktree_lifecycle.py	0	create table sessions ( id text primary key, source text, model text, message_count integer default 0, started_at real,	STRING
HIGH	tests/test_issue3930_source_filter_pushdown.py	0	insert into sessions (id, source, session_source, title, model, started_at, message_count, parent_session_id, ended_at,	STRING
HIGH	tests/test_issue3585_cron_session_overflow.py	0	insert into sessions (id, source, session_source, title, model, started_at, message_count, parent_session_id, ended_at,	STRING
HIGH	tests/test_acp_session_sidebar_visibility.py	0	insert into sessions (id, source, session_source, title, model, started_at, message_count, parent_session_id, ended_at,	STRING
HIGH	tests/test_issue3586_cli_session_source_label.py	0	insert into sessions (id, source, session_source, title, model, started_at, message_count, parent_session_id, ended_at,	STRING
HIGH	tests/test_issue2628_cli_sessions_perf.py	0	insert into sessions (id, source, session_source, title, model, started_at, message_count, parent_session_id, ended_at,	STRING
HIGH	tests/test_issue6220_id_linked_tool_anchor_hydration.py	0	function extractfunc(name){ const start = src.indexof('function ' + name); if(start === -1) throw new error(name + ' not	STRING
HIGH	tests/test_issue3820_chat_activity_display_mode.py	0	function extractfunc(name){ const start = src.indexof('function ' + name); if(start === -1) throw new error(name + ' not	STRING
HIGH	tests/test_live_to_final_anchor_visible_order.py	0	function extractfunc(name){ const start = src.indexof('function ' + name); if(start === -1) throw new error(name + ' not	STRING
HIGH	tests/test_jump_to_answer_scroll_settle.py	0	const src = {js!r}; function extractfunc(name) {{ const re = new regexp('function\\\\s+' + name + '\\\\s*\\\\('); const	STRING
HIGH	tests/test_issue500_session_list_virtualization.py	0	const src = {js!r}; function extractfunc(name) {{ const re = new regexp('function\\\\s+' + name + '\\\\s*\\\\('); const	STRING
HIGH	tests/test_issue4346_vscroll_footer_jitter.py	0	const src = {js!r}; function extractfunc(name) {{ const re = new regexp('function\\\\s+' + name + '\\\\s*\\\\('); const	STRING
HIGH	tests/test_issue500_message_list_virtualization.py	0	const src = {js!r}; function extractfunc(name) {{ const re = new regexp('function\\\\s+' + name + '\\\\s*\\\\('); const	STRING
HIGH	tests/test_issue644.py	0	invalidate the models ttl cache before and after every test in this file.	STRING
HIGH	tests/test_opencode_providers.py	0	invalidate the models ttl cache before and after every test in this file.	STRING
HIGH	tests/test_minimax_provider.py	0	invalidate the models ttl cache before and after every test in this file.	STRING
HIGH	tests/test_custom_provider_display_name.py	0	invalidate the models ttl cache before and after every test in this file.	STRING
HIGH	tests/test_turkish_locale.py	0	json-style double escapes (\\\\u2026) render literal backslash-u in the ui.	STRING
HIGH	tests/test_polish_locale.py	0	json-style double escapes (\\\\u2026) render literal backslash-u in the ui.	STRING
16 more matches not shown…

Over-Commented Block331 hits · 202 pts

Severity	File	Line	Snippet	Context
LOW	bootstrap.py	501	# - INVOCATION_ID systemd (set on every service activation)	COMMENT
LOW	requirements.txt	1	# Hermes Web UI -- minimal Python dependencies	COMMENT
LOW	pyproject.toml	61	"static",	COMMENT
LOW	pyproject.toml	81	# prevention value lives.	COMMENT
LOW	docker-compose.three-container.yml	1	# Three-container Docker Compose: Hermes Agent + Dashboard + WebUI	COMMENT
LOW	docker-compose.three-container.yml	21	#	COMMENT
LOW	docker-compose.three-container.yml	61	# Gateway API server (port 8642). The WebUI's Tasks/cron health probe	COMMENT
LOW	docker-compose.three-container.yml	121	container_name: hermes-webui	COMMENT
LOW	docker-compose.three-container.yml	141	environment:	COMMENT
LOW	docker-compose.three-container.yml	161	# NOTE: When using bind-mount volumes shared across containers, ALL containers	COMMENT
LOW	docker-compose.three-container.yml	181		COMMENT
LOW	docker-compose.yml	1	# Hermes WebUI — single-container Docker Compose	COMMENT
LOW	docker-compose.yml	21	volumes:	COMMENT
LOW	docker-compose.yml	41	# Where to store sessions, workspaces, and other state (default: ~/.hermes/webui)	COMMENT
LOW	docker_init.bash	61	# identity the operator chose explicitly — including the legitimate value 1024,	COMMENT
LOW	docker_init.bash	201	export "$key=$value"	COMMENT
LOW	docker_init.bash	441	if [ -w "$_agent_src" ]; then	COMMENT
LOW	docker_init.bash	461	# imports resolve through it at runtime. Placing it alongside the venv gives	COMMENT
LOW	ctl.sh	521		COMMENT
LOW	docker-compose.two-container.yml	1	# Two-container Docker Compose: Hermes Agent + Hermes WebUI	COMMENT
LOW	docker-compose.two-container.yml	21	# → see https://github.com/sunnysktsang/hermes-suite for an all-in-one image	COMMENT
LOW	docker-compose.two-container.yml	61	# Expose agent source so the WebUI can install dependencies from it	COMMENT
LOW	docker-compose.two-container.yml	101	- hermes-home:/home/hermeswebui/.hermes	COMMENT
LOW	docker-compose.two-container.yml	121	# Match your host user's UID/GID for correct file permissions.	COMMENT
LOW	docker-compose.two-container.yml	141	# - HERMES_HOME_MODE=0640	COMMENT
LOW	start.sh	1	#!/usr/bin/env bash	COMMENT
LOW	start.sh	21	# requires a password — better than exiting non-zero with `sudo: a password	COMMENT
LOW	start.sh	61	exit 1	COMMENT
LOW	start.sh	121	*) _hermes_probe_host="${_hermes_host}" ;;	COMMENT
LOW	tests/test_resolve_model_provider_free_suffix.py	121	# The PR #1762 fix for #1744 skipped the rsplit-fallback when the provider	COMMENT
LOW	tests/test_issue765_streaming_persistence.py	741	assert data["active_stream_id"] is None, (	COMMENT
LOW	tests/test_media_message_snapshots.py	761	# Transparent segments: original _getCachedRender line is preserved (source	COMMENT
LOW	tests/test_session_channel_option_x.py	521		COMMENT
LOW	tests/test_session_channel_option_x.py	621	with bp.SESSION_CHANNELS_LOCK:	COMMENT
LOW	tests/test_session_channel_option_x.py	841	assert '"event_id"' in fn_src or "'event_id'" in fn_src, (	COMMENT
LOW	tests/test_session_channel_option_x.py	861	# EventSource was ever created — the session stream stayed dead until the user	COMMENT
LOW	tests/test_session_channel_option_x.py	901	# Bug: loadSession() tears down the live per-session SSE unconditionally at the	COMMENT
LOW	tests/test_docker_docs_and_readonly.py	161	# `uv pip install "$_agent_src[all]"` invokes setuptools' egg_info build step,	COMMENT
LOW	tests/test_issue5514_composer_grow_scroll_pin.py	481	# Behavioral (node vm) — the autoResize() round-trip clamp-and-restore (#5514)	COMMENT
LOW	tests/test_issue5514_composer_grow_scroll_pin.py	561	def test_steady_state_keystroke_does_not_strand_pinned_reader():	COMMENT
LOW	tests/conftest.py	121	# Test state must NEVER live inside the real Hermes home (~/.hermes or any	COMMENT
LOW	tests/conftest.py	181	# tests that read/write config.yaml stay inside the isolated test home.	COMMENT
LOW	tests/conftest.py	281	# setting an active profile then resolves the LEAKED profile — e.g.	COMMENT
LOW	tests/conftest.py	421	config.option.verbose = verbose	COMMENT
LOW	tests/conftest.py	441		COMMENT
LOW	tests/conftest.py	461	# test's lifetime, and the no-op only kicks in after teardown for daemon	COMMENT
LOW	tests/conftest.py	481	# This module-level monkey-patch wraps socket.create_connection so any	COMMENT
LOW	tests/conftest.py	961	# can read them without importing conftest (avoids circular imports).	COMMENT
LOW	tests/conftest.py	1001	for _k in list(env):	COMMENT
LOW	tests/conftest.py	1141	try:	COMMENT
LOW	tests/conftest.py	1161	# test_sprint10 crons) and the "Failed to load OpenAI Codex models from	COMMENT
LOW	tests/test_custom_provider_prefix_collisions.py	1	import sys	COMMENT
LOW	tests/test_issue2518_active_provider_fallback.py	161	],	COMMENT
LOW	tests/test_issue2518_active_provider_fallback.py	181	# consulting the catalog — silently re-pointing the session at the wrong	COMMENT
LOW	tests/test_mcp_server.py	21	# CI and the local test runner install the compatible dependency; minimal	COMMENT
LOW	tests/test_mcp_server.py	61	# api.models (STATE_DIR, SESSION_DIR, PROJECTS_FILE, …) so the MCP server	COMMENT
LOW	tests/test_mcp_server.py	201	# Sibling tests (test_profile_path_security.py) deletes api.profiles from	COMMENT
LOW	tests/test_issue4985_orphaned_webui_zero_message.py	641	#	COMMENT
LOW	tests/test_issue4985_orphaned_webui_zero_message.py	761	# ``prune_session_from_index`` for the genuinely-surviving orphan shape	COMMENT
LOW	tests/test_issue4985_orphaned_webui_zero_message.py	1281	"A titled row with active_stream_id set and empty state.db.messages "	COMMENT
271 more matches not shown…

AI Slop Vocabulary30 hits · 84 pts

Severity	File	Line	Snippet	Context
MEDIUM	bootstrap.py	623	# Mirror the robust pattern from api/updates._schedule_restart:	COMMENT
MEDIUM	server.py	720	# Not on the main thread (e.g. embedded/test harness); skip handler.	COMMENT
LOW	ctl.sh	127	# into the shell environment (including those just set by repo .env) are	COMMENT
MEDIUM	tests/test_issue5532_clear_truncation_watermark.py	40	"""Point the session store at an isolated tmp dir (mirror #2914 harness)."""	STRING
MEDIUM	tests/test_media_message_snapshots.py	766	# scene render chain is exercised by harness-extracted tests that would	COMMENT
MEDIUM⚡	tests/test_issue5514_composer_grow_scroll_pin.py	487	# harness leaves the reader stranded; with the preserve-scrollTop fix it does not.	COMMENT
MEDIUM	tests/conftest.py	929	# Stale servers from QA harness runs or prior test sessions cause	COMMENT
MEDIUM	tests/test_7027_state_dir_uid_probe.py	133	# ── behavioural harness ───────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/test_runtime_adapter_seam.py	557	assert "#### Slice 4c: Feature-flagged runner backend and restart/reattach harness" in rfc	CODE
MEDIUM	tests/test_runtime_adapter_seam.py	589	assert "#### Slice 4e: Default-off runner chat-start route-selection harness" in rfc	CODE
MEDIUM	tests/test_runtime_adapter_seam.py	626	assert "#### Slice 4g: Supervised local runner process harness gate" in rfc	CODE
LOW	tests/test_session_sidebar_cache.py	615	# text-file state.db (a real sqlite connect would just return None here).	COMMENT
MEDIUM⚡	tests/test_5428_stale_client_recovery.py	62	# Node-backed behavioral harness	COMMENT
MEDIUM⚡	…test_6808_appearance_bootstrap_no_fabricated_choice.py	110	# The harness must have actually run the bootstrap: it always paints.	STRING
MEDIUM⚡	…ts/test_issue1567_nous_picker_capacity_and_symmetry.py	578	# robust against minor refactors of surrounding code.	COMMENT
MEDIUM	tests/test_issue4856_android_scroll_regression.py	142	# ── #4970 low-delta wheel intent: behavioral node-harness ────────────────────	COMMENT
MEDIUM⚡	tests/test_issue4856_android_scroll_regression.py	177	Mirrors the #4295 harness shape but injects the #4970 helpers so we can	STRING
MEDIUM	tests/test_issue4856_android_scroll_regression.py	676	# ── Behavioral harness: execute the REAL _fixMobileScrollJank against a mock	STRING
MEDIUM	tests/test_pinned_tail_midstream_jitter.py	209	# The call is typeof-guarded so a standalone renderMessages() node harness (which does	STRING
MEDIUM	tests/test_blank_live_turn_preserve_guard.py	182	"""#6948 browser-lifecycle equivalent in the node harness: the full	STRING
MEDIUM⚡	tests/test_issue5364_skills_stats_thundering_herd.py	37	# Import harness (mirrors tests/test_issue4783_profile_skills_mtime_cache.py)	COMMENT
MEDIUM⚡	tests/test_issue4662_profile_switch_skeleton_static.py	155	# window. Anchoring on the next function def keeps the assertion robust.	COMMENT
MEDIUM⚡	tests/test_extension_theme_registration.py	113	# ── Layer 2: behavioral (Node harness drives the real functions) ─────────────	COMMENT
MEDIUM	tests/test_issue3162_ensure_messages_loaded.py	23	# Balancing braces from the opening `{` is robust to any in-function growth.	COMMENT
MEDIUM	tests/test_issue1574_cron_profile_lock.py	299	# Use fork only for the outer test harness so this pytest module does not	COMMENT
MEDIUM	tests/test_optionz_liveview_perf.py	589	# jump). Reproduced deterministically with the controlled Playwright harness in	COMMENT
MEDIUM⚡	tests/test_issue2024_env_lock_skill_imports.py	108	# Simple string check is sufficient and more robust than AST for	COMMENT
LOW	tests/test_model_resolver.py	1530	# which would overwrite the in-memory cfg we just set up.	COMMENT
MEDIUM⚡	tests/test_v050260_docker_invariants.py	126	# ── 4: docs/docker.md comprehensive guide ──────────────────────────────────	COMMENT
MEDIUM⚡	api/crash_visibility.py	102	# Absolutely nothing a diagnostic writer may raise should propagate.	COMMENT

Self-Referential Comments20 hits · 68 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/test_issue3957_profile_providers_models.py	736	# Create a config.yaml with a custom provider that has key_env	COMMENT
MEDIUM⚡	tests/test_issue1094_provider_bugs.py	210	# Create a fake config.yaml with a provider key	COMMENT
MEDIUM	tests/test_issue570_permission.py	24	# Create the file then make the parent unreadable so .exists() raises PermissionError	COMMENT
MEDIUM	tests/test_gateway_sync.py	2579	# Create a WebUI session with a known ID	COMMENT
MEDIUM	tests/test_bootstrap_foreground.py	510	# Create a non-executable file at the python path	COMMENT
MEDIUM	tests/test_v050257_opus_followups.py	185	# Create a fake session file	COMMENT
MEDIUM	tests/test_symlink_cycle_detection.py	184	# Create a symlink inside target that points back to workspace	COMMENT
MEDIUM	tests/test_session_sidecar_repair.py	529	# Create an agent lock	COMMENT
MEDIUM	tests/test_sprint14.py	39	# Create a file first	COMMENT
MEDIUM	tests/test_issue893_cancel_preserves_partial.py	87	# Create a session and a fake running stream	COMMENT
MEDIUM	tests/test_workspace_upload.py	650	# Create a zip with a malicious member path	COMMENT
MEDIUM⚡	tests/test_sprint11.py	87	# Create a session with a custom model string	COMMENT
MEDIUM	tests/test_issue2698_isolated_hermes_home.py	130	# Create a few test profiles	COMMENT
MEDIUM⚡	tests/test_regressions.py	323	# Create a session with a title so it shows in the list	COMMENT
MEDIUM⚡	tests/test_session_index.py	1496	# Create a valid index file so the incremental path is attempted	COMMENT
MEDIUM	tests/test_session_index.py	309	# Create a new session C not in the index	COMMENT
MEDIUM	tests/test_media_inline.py	1033	# Create a session so we can use /api/file/raw	COMMENT
MEDIUM⚡	tests/test_issue1195_session_profile_routing.py	43	# Create an existing profile directory	COMMENT
MEDIUM	scripts/lib/health_probe.sh	23	# This file is safe to `source` (defines functions only) and is also runnable	COMMENT
MEDIUM	.github/workflows/native-windows-startup.yml	38	# Create the WebUI venv. start.ps1 prefers $AgentDir\venv if it	COMMENT

Modern AI Meta-Vocabulary25 hits · 66 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/test_issue3831_watermark_clear.py	136	# --- The guardrails: the fix must NOT regress #2914/#3102 ---------------------	COMMENT
MEDIUM	tests/test_pr1341_context_window_persistence.py	33	# Find the post-merge save block — anchored on the unique reasoning trace	COMMENT
MEDIUM	tests/test_tool_limit_terminal_state.py	760	# Synthetic scaffolding turn was still dropped, even after fallback injection.	COMMENT
MEDIUM	tests/test_issue5334_verification_stop_leak.py	105	# No leftover synthetic scaffolding rows.	COMMENT
MEDIUM	tests/test_1003_preferences_autosave.py	86	# We use a context window around the dom_id to find the listener.	COMMENT
MEDIUM	docs/rfcs/stable-assistant-turn-anchors.md	804	### Phase 1: Internal anchor scaffold	COMMENT
MEDIUM	…cs/architecture/stable-assistant-turn-anchor-phase0.md	15	- The #3962 Phase 0 scaffold shipped through #3977 / v0.51.359: inventory the	CODE
MEDIUM	api/config.py	8928	# agent token stream), an OOM risk with many tabs × long agentic turns. This	COMMENT
MEDIUM	api/config.py	9163	STREAM_REASONING_TEXT: dict = {} # stream_id -> reasoning trace accumulated during streaming (#1361 §A)	CODE
MEDIUM	api/streaming.py	1628	# Structured markers the Hermes Agent stamps on synthetic scaffolding turns that	COMMENT
MEDIUM	api/streaming.py	2170	# synthetic-scaffolding flag convention already used elsewhere (#5334).	COMMENT
MEDIUM	api/streaming.py	3687	# Guard against chain-of-thought leakage, meta-reasoning, and trivial echo.	COMMENT
MEDIUM	api/streaming.py	3869	# agentic first-turn plans that are legitimate title candidates.	COMMENT
MEDIUM	api/streaming.py	6776	# Drop Hermes Agent internal verify-loop scaffolding (synthetic "premature	COMMENT
MEDIUM	api/streaming.py	11595	# Persist reasoning trace in the session so it survives reload.	COMMENT
MEDIUM	api/streaming.py	11606	# (before tool calls) each receive their own reasoning trace rather	COMMENT
MEDIUM	api/streaming.py	11672	# Persist context window data on the session so the context-ring	COMMENT
MEDIUM	api/streaming.py	11674	# s.save() for the same reason as the reasoning trace above.	COMMENT
MEDIUM	api/streaming.py	12060	# Include context window data from the agent's compressor for the UI indicator.	COMMENT
MEDIUM	api/streaming.py	12122	# resolve the model's context window from metadata so the UI indicator	COMMENT
MEDIUM	api/streaming.py	12187	# (reasoning trace already attached + saved above, before s.save())	COMMENT
MEDIUM	api/streaming.py	13207	# Capture reasoning trace and live tool calls (#1361 §A + §B)	COMMENT
MEDIUM	api/streaming.py	13319	# #1361: Also persist reasoning trace and live tool calls that were	COMMENT
MEDIUM	api/streaming.py	8743	STREAM_REASONING_TEXT[stream_id] = '' # start accumulating reasoning trace (#1361 §A)	CODE
MEDIUM	api/streaming.py	12823	STREAM_REASONING_TEXT.pop(stream_id, None) # Clean up reasoning trace (#1361 §A)	CODE

Verbosity Indicators29 hits · 53 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/test_issue2914_truncation_watermark.py	356	# Step 4: Undo — removes "light speed"	COMMENT
LOW⚡	tests/test_issue2914_truncation_watermark.py	365	# Step 5: New turn — agent context should NOT include "triangle"	COMMENT
LOW	tests/test_issue2914_truncation_watermark.py	281	# Step 1: Initial message "triangle"	COMMENT
LOW	tests/test_issue2914_truncation_watermark.py	301	# Step 2: Edit "triangle" → "square" (new timestamp 200)	COMMENT
LOW	tests/test_issue2914_truncation_watermark.py	330	# Step 3: New message "light speed"	COMMENT
LOW⚡	tests/test_approval_unblock.py	165	# Step 1: streaming.py registers the notify callback	COMMENT
LOW⚡	tests/test_approval_unblock.py	170	# Step 2: check_all_command_guards fires the callback and queues an entry	COMMENT
LOW⚡	tests/test_approval_unblock.py	187	# Step 3: user responds via /api/approval/respond → resolve_gateway_approval	COMMENT
LOW⚡	tests/test_approval_unblock.py	191	# Step 4: agent thread is unblocked with the correct choice	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	97	# Step 1: Truncate (edit) — keep 2 messages (first exchange)	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	104	# Step 2: Send new message "square" — checkpoint advances watermark	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	134	# Step 1: Truncate (edit) — keep 2 messages (first exchange)	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	138	# Step 2: Send new message "square"	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	145	# Step 3: Simulate state.db containing both original and edited messages	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	155	# Step 4: Reload from disk (simulates session switch → switch back)	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	164	# Step 5: Merge sidecar + state.db (what GET /api/session does)	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	202	# Step 1: Truncate (edit) — keep 2 messages	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	206	# Step 2: Send edited message	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	211	# Step 3: Simulate assistant reply	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	215	# Step 4: Send second new turn	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	221	# Step 5: Simulate state.db with all messages	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	233	# Step 6: Reload from disk	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	241	# Step 7: Merge	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	277	# Step 1: Retry — truncates to before "second"	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	283	# Step 2: Send new message	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	310	# Step 1: Undo — removes "second" and "reply2"	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	316	# Step 2: Send new message	COMMENT
LOW⚡	tests/test_issue1633_models_cache_version_stamp.py	369	# Step 4: cache rejected → caller will rebuild from live provider data	COMMENT
LOW	tests/test_issue1633_models_cache_version_stamp.py	351	# Step 1: v0.50.281 writes cache	COMMENT

Structural Annotation Overuse29 hits · 53 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/test_issue2914_truncation_watermark.py	356	# Step 4: Undo — removes "light speed"	COMMENT
LOW⚡	tests/test_issue2914_truncation_watermark.py	365	# Step 5: New turn — agent context should NOT include "triangle"	COMMENT
LOW	tests/test_issue2914_truncation_watermark.py	281	# Step 1: Initial message "triangle"	COMMENT
LOW	tests/test_issue2914_truncation_watermark.py	301	# Step 2: Edit "triangle" → "square" (new timestamp 200)	COMMENT
LOW	tests/test_issue2914_truncation_watermark.py	330	# Step 3: New message "light speed"	COMMENT
LOW⚡	tests/test_approval_unblock.py	165	# Step 1: streaming.py registers the notify callback	COMMENT
LOW⚡	tests/test_approval_unblock.py	170	# Step 2: check_all_command_guards fires the callback and queues an entry	COMMENT
LOW⚡	tests/test_approval_unblock.py	187	# Step 3: user responds via /api/approval/respond → resolve_gateway_approval	COMMENT
LOW⚡	tests/test_approval_unblock.py	191	# Step 4: agent thread is unblocked with the correct choice	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	97	# Step 1: Truncate (edit) — keep 2 messages (first exchange)	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	104	# Step 2: Send new message "square" — checkpoint advances watermark	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	134	# Step 1: Truncate (edit) — keep 2 messages (first exchange)	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	138	# Step 2: Send new message "square"	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	145	# Step 3: Simulate state.db containing both original and edited messages	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	155	# Step 4: Reload from disk (simulates session switch → switch back)	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	164	# Step 5: Merge sidecar + state.db (what GET /api/session does)	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	202	# Step 1: Truncate (edit) — keep 2 messages	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	206	# Step 2: Send edited message	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	211	# Step 3: Simulate assistant reply	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	215	# Step 4: Send second new turn	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	221	# Step 5: Simulate state.db with all messages	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	233	# Step 6: Reload from disk	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	241	# Step 7: Merge	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	277	# Step 1: Retry — truncates to before "second"	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	283	# Step 2: Send new message	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	310	# Step 1: Undo — removes "second" and "reply2"	COMMENT
LOW⚡	tests/test_watermark_advance_after_edit.py	316	# Step 2: Send new message	COMMENT
LOW⚡	tests/test_issue1633_models_cache_version_stamp.py	369	# Step 4: cache rejected → caller will rebuild from live provider data	COMMENT
LOW	tests/test_issue1633_models_cache_version_stamp.py	351	# Step 1: v0.50.281 writes cache	COMMENT

Modern Structural Boilerplate48 hits · 45 pts

Severity	File	Line	Snippet	Context
LOW	server.py	100	logger = logging.getLogger(__name__)	CODE
LOW⚡	tests/test_auth_password_hash_cache.py	65	def _set_env_pw(self, pw: str) -> None:	CODE
LOW	tests/test_auth_password_hash_cache.py	178	def _set_env_pw(self, pw: str) -> None:	CODE
LOW	api/plugins.py	21	logger = logging.getLogger(__name__)	CODE
LOW	api/auth.py	21	logger = logging.getLogger(__name__)	CODE
LOW	api/auth.py	1237	def set_auth_cookie(handler, cookie_value) -> None:	CODE
LOW	api/process_event_utils.py	13	logger = logging.getLogger(__name__)	CODE
LOW	api/session_lifecycle.py	41	logger = logging.getLogger(__name__)	CODE
LOW	api/config.py	93	logger = logging.getLogger(__name__)	CODE
LOW	api/config.py	9468	def update_active_run(stream_id: str, **metadata) -> None:	CODE
LOW	api/plugin_providers.py	19	logger = logging.getLogger(__name__)	CODE
LOW	api/models.py	49	logger = logging.getLogger(__name__)	CODE
LOW	api/terminal.py	39	def _set_nonblocking(fd: int) -> None:	CODE
LOW	api/terminal.py	386	def _set_size(term: TerminalSession, rows: int, cols: int) -> None:	CODE
LOW	api/goals.py	12	logger = logging.getLogger(__name__)	CODE
LOW	api/agent_sessions.py	7	logger = logging.getLogger(__name__)	CODE
LOW	api/onboarding.py	35	logger = logging.getLogger(__name__)	CODE
LOW	api/updates.py	33	logger = logging.getLogger(__name__)	CODE
LOW	api/background_process.py	61	logger = logging.getLogger(__name__)	CODE
LOW	api/metering.py	100	def set_pending_started_at(self, stream_id: str, pending_started_at) -> None:	CODE
LOW	api/background.py	9	logger = logging.getLogger(__name__)	CODE
LOW	api/auth_oidc.py	24	logger = logging.getLogger(__name__)	CODE
LOW	api/skill_usage.py	9	logger = logging.getLogger(__name__)	CODE
LOW	api/gateway_chat.py	41	logger = logging.getLogger(__name__)	CODE
LOW	api/rollback.py	22	logger = logging.getLogger(__name__)	CODE
LOW	api/session_ops.py	24	logger = logging.getLogger(__name__)	CODE
LOW	api/session_events.py	7	logger = logging.getLogger(__name__)	CODE
LOW	api/todo_state.py	53	logger = logging.getLogger(__name__)	CODE
LOW	api/route_approvals.py	132	def set_session_yolo_enabled(session_key: str, enabled: bool) -> None:	CODE
LOW	api/providers.py	59	logger = logging.getLogger(__name__)	CODE
LOW	api/session_recovery.py	46	logger = logging.getLogger(__name__)	CODE
LOW	api/workspace_git.py	26	logger = logging.getLogger(__name__)	CODE
LOW	api/crash_visibility.py	50	__all__ = [	CODE
LOW	api/gateway_watcher.py	24	logger = logging.getLogger(__name__)	CODE
LOW⚡	api/workspace.py	467	def set_last_workspace(path: str) -> None:	CODE
LOW	api/workspace.py	26	logger = logging.getLogger(__name__)	CODE
LOW	api/streaming.py	28	logger = logging.getLogger(__name__)	CODE
LOW	api/helpers.py	15	logger = logging.getLogger(__name__)	CODE
LOW	api/gateway_restart.py	21	logger = logging.getLogger(__name__)	CODE
LOW	api/commands.py	13	logger = logging.getLogger(__name__)	CODE
LOW⚡	api/profiles.py	27	logger = logging.getLogger(__name__)	CODE
LOW	api/profiles.py	483	def set_request_profile(name: str) -> None:	CODE
LOW	api/shares.py	35	logger = logging.getLogger(__name__)	CODE
LOW	api/state_sync.py	21	logger = logging.getLogger(__name__)	CODE
LOW	api/oauth.py	25	logger = logging.getLogger(__name__)	CODE
LOW	api/oauth.py	657	def _set_flow_status(flow_id: str, status: str, **fields: Any) -> None:	CODE
LOW	api/worktrees.py	15	logger = logging.getLogger(__name__)	CODE
LOW	api/dashboard_probe.py	17	logger = logging.getLogger(__name__)	CODE

Fake / Example Data25 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_issue3957_profile_providers_models.py	606	return "fake_token"	CODE
LOW	tests/test_issue3957_profile_providers_models.py	659	return "fake_token"	CODE
LOW⚡	tests/test_auth_sessions.py	39	auth._sessions["fake_token"] = time.time() - 100	CODE
LOW⚡	tests/test_auth_sessions.py	49	auth.verify_session("fake_token.fake_sig")	CODE
LOW⚡	tests/test_auth_sessions.py	54	self.assertNotIn("fake_token", auth._sessions)	CODE
LOW⚡	tests/_layout_helpers.py	290	var RAW_ATTRS = ["title", "aria-label", "placeholder"]	CODE
LOW	tests/test_issue3825_oidc_auth.py	307	"allow_values": ["user@example.com"],	CODE
LOW	tests/test_issue3825_oidc_auth.py	404	"allow_values": ["user@example.com"],	CODE
LOW	tests/test_issue2271_keyless_custom_provider.py	18	assert api_key == "dummy-key"	CODE
LOW	tests/test_issue2271_keyless_custom_provider.py	54	assert api_key == "dummy-key"	CODE
LOW	tests/test_sprint46.py	73	"api_key": "fake-key",	CODE
LOW	tests/test_sprint46.py	98	"api_key": "fake-key",	CODE
LOW	tests/test_mobile_scroll_jank.html	166	addMessage(role,`Message ${i+1}: `+'Lorem ipsum dolor sit amet consectetur adipiscing elit. '.repeat(3));	CODE
LOW	tests/test_mobile_scroll_jank.html	166	addMessage(role,`Message ${i+1}: `+'Lorem ipsum dolor sit amet consectetur adipiscing elit. '.repeat(3));	CODE
LOW	tests/test_login_locale_parity.py	221	"placeholder",	CODE
LOW	tests/test_issue4836_manual_compression_recovery.py	61	"api_key": "fake-key",	CODE
LOW	tests/test_issue4836_manual_compression_recovery.py	86	"api_key": "fake-key",	CODE
LOW	tests/test_issue5331_index_only_ghost_cleanup.py	144	routes.SESSIONS["sess-mem"] = "placeholder"	CODE
LOW	tests/test_issue5331_index_only_ghost_cleanup.py	168	routes.SESSIONS["sess-3"] = "placeholder"	CODE
LOW⚡	tests/test_compression_phantom_barrier.py	242	assert before["placeholder"] == "Type a message — it will queue and send after compression"	STRING
LOW⚡	tests/test_compression_phantom_barrier.py	251	"placeholder": "Original placeholder",	STRING
LOW	tests/test_update_banner_fixes.py	1696	'api_key': 'fake-key',	CODE
LOW	tests/test_issue540_workspace_office_documents.py	323	preview_office_document("budget.xlsx", b"placeholder")	CODE
LOW	tests/test_issue540_workspace_office_documents.py	406	preview = preview_office_document("budget.xlsx", b"placeholder")	CODE
LOW	api/streaming.py	250	_KEYLESS_CUSTOM_API_KEY = "dummy-key"	CODE

AI Structural Patterns21 hits · 16 pts

Severity	File	Line	Context
LOW	tests/test_auto_compression_terminal_failure.py	58	CODE
LOW	tests/test_auto_compression_terminal_failure.py	356	CODE
LOW	tests/test_gateway_sync.py	123	CODE
LOW	tests/test_gateway_sync.py	167	CODE
LOW	tests/test_sprint42.py	196	CODE
LOW	tests/test_sprint42.py	289	CODE
LOW	tests/test_sprint42.py	592	CODE
LOW	tests/test_sprint42.py	954	CODE
LOW	tests/test_issue3895_opencode_go_model_picker.py	114	CODE
LOW	tests/test_issue1857_usage_overwrite.py	80	CODE
LOW	tests/test_issue_progress_echo_dedupe.py	76	CODE
LOW	tests/test_issue_progress_echo_dedupe.py	244	CODE
LOW	tests/test_issue_progress_echo_dedupe.py	426	CODE
LOW	tests/test_issue4251_wakeup_model_picker_race.py	54	CODE
LOW	tests/test_tool_limit_terminal_state.py	18	CODE
LOW	tests/test_issue5637_stale_anchor_guard.py	356	CODE
LOW	api/models.py	1195	CODE
LOW	api/runtime_adapter.py	314	CODE
LOW	api/workspace_git.py	194	CODE
LOW	api/route_session_list_cache.py	185	CODE
LOW	api/state_sync.py	135	CODE

Redundant / Tautological Comments11 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_onboarding_mvp.py	18	# Check if pyyaml is available — onboarding setup tests need it on the server	COMMENT
LOW	tests/test_sprint42.py	727	# Check if this try imports hermes_state	COMMENT
LOW	tests/test_issue1139_password_remote.py	75	# Check if pane has any input fields (not just buttons)	COMMENT
LOW	tests/test_sprint15.py	137	# Assign session to project	COMMENT
LOW	tests/test_session_batch_select.py	190	# Check if the key exists in the locale block	COMMENT
LOW⚡	api/config.py	885	# Check if session store is empty	COMMENT
LOW⚡	api/config.py	895	# Check if SESSION_INDEX_FILE is absent, empty, or contains only {}\|[]\|null	COMMENT
LOW	api/config.py	7540	# Check if user has configured models in config.yaml —	COMMENT
LOW	api/providers.py	2602	# Check if actually authenticated via hermes_cli.	COMMENT
LOW⚡	api/streaming.py	10473	# Check if cancel was requested during agent initialization	COMMENT
LOW	api/streaming.py	3648	# Check if contains any function_calls/DSML marker (case-insensitive)	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings