opensquilla/opensquilla

27.4

Adjusted Score

27.4

Raw Score

100%

Time Factor

2026-07-14

Last Push

6.0K

Stars

Python

Language

963.4K

Lines of Code

3.0K

Files

21.8K

Pattern Hits

2026-07-14

Scan Date

0.14

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 419MEDIUM 1904LOW 19508

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 21831 distinct pattern matches across 22 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 Identifiers14390 hits · 13223 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_memory_vector_normalization.py	147	async def test_normalization_meta_still_rebuilds_missing_vec_table(tmp_path: Path) -> None:	CODE
LOW	tests/test_provider_request_proof.py	14	def test_provider_request_proof_allows_payload_within_budget() -> None:	CODE
LOW	tests/test_provider_request_proof.py	34	def test_provider_request_proof_blocks_oversized_payload() -> None:	CODE
LOW	tests/test_provider_request_proof.py	47	def test_provider_request_proof_uses_effective_budget_headroom() -> None:	CODE
LOW	tests/test_provider_request_proof.py	67	def test_provider_request_proof_excludes_native_image_payload_from_text_budget() -> None:	CODE
LOW	tests/test_provider_request_proof.py	127	def test_provider_request_proof_still_blocks_large_text_next_to_native_media() -> None:	CODE
LOW	tests/test_provider_request_proof.py	159	def test_provider_request_proof_compacts_tool_payload_once() -> None:	CODE
LOW	tests/test_provider_request_proof.py	180	def test_provider_request_proof_blocks_after_one_retry_when_still_oversized() -> None:	CODE
LOW	tests/test_provider_request_proof.py	195	def test_provider_request_proof_compacts_large_tool_args_preserving_protocol() -> None:	CODE
LOW	tests/test_provider_request_proof.py	253	def test_provider_request_proof_preserves_aggregate_tool_call_protocol() -> None:	CODE
LOW	tests/test_provider_request_proof.py	322	def test_provider_request_proof_compacts_leaked_tool_argument_projections() -> None:	CODE
LOW	tests/test_provider_request_proof.py	386	def test_provider_request_proof_compacts_leaked_provider_compacted_tool_arguments() -> None:	CODE
LOW	tests/test_provider_request_proof.py	432	def test_provider_request_proof_compacts_string_provider_context_markers() -> None:	CODE
LOW	tests/test_provider_request_proof.py	480	def test_provider_request_proof_compacts_leaked_tool_input_projections() -> None:	CODE
LOW	tests/test_provider_request_proof.py	535	def test_provider_request_proof_compacts_assistant_reasoning_content() -> None:	CODE
LOW	tests/test_provider_request_proof.py	562	def test_provider_request_proof_compacts_segmented_assistant_text_tail() -> None:	CODE
LOW	tests/test_provider_request_proof.py	592	def test_provider_request_proof_reports_recent_tail_after_tail_compaction_fails() -> None:	CODE
LOW	tests/test_provider_request_proof.py	616	def test_provider_request_proof_emergency_compacts_many_current_turn_tool_results() -> None:	CODE
LOW	tests/test_provider_request_proof.py	643	def test_provider_request_proof_hard_caps_many_tool_results_after_emergency_compaction() -> None:	CODE
LOW	tests/test_provider_request_proof.py	696	def test_provider_request_proof_hard_cap_compacts_leaked_tool_arguments() -> None:	CODE
LOW	tests/test_provider_request_proof.py	791	def test_provider_request_proof_emergency_compacts_oversized_request_context() -> None:	CODE
LOW	tests/test_provider_request_proof.py	821	def test_provider_request_proof_emergency_compacts_old_user_tail_but_keeps_latest_user() -> None:	CODE
LOW	tests/test_provider_request_proof.py	846	def test_provider_request_proof_final_hard_cap_digests_oversized_latest_user() -> None:	CODE
LOW	tests/test_provider_request_proof.py	872	def test_provider_request_proof_final_hard_cap_preserves_critical_tool_result() -> None:	CODE
LOW	tests/test_memory_checkpoint.py	44	def test_checkpoint_event_serializes_required_fields() -> None:	CODE
LOW	tests/test_memory_checkpoint.py	75	def test_checkpoint_hash_is_stable_for_normalized_content() -> None:	CODE
LOW	tests/test_memory_checkpoint.py	83	def test_build_checkpoint_events_preserves_content_and_reasoning_content() -> None:	CODE
LOW	tests/test_memory_checkpoint.py	107	def test_build_checkpoint_events_serializes_provider_content_blocks_as_json() -> None:	CODE
LOW	tests/test_memory_checkpoint.py	126	async def test_append_checkpoint_events_writes_jsonl_once(tmp_path):	CODE
LOW	tests/test_memory_checkpoint.py	146	def test_append_checkpoint_events_rejects_mixed_turn_batches(tmp_path, event):	CODE
LOW	tests/test_memory_checkpoint.py	151	def test_append_checkpoint_events_cleans_temp_file_when_write_fails(	CODE
LOW	tests/test_memory_checkpoint.py	178	def test_checkpoint_relative_path_is_sidecar_only() -> None:	CODE
LOW	tests/test_memory_checkpoint.py	201	def test_checkpoint_relative_path_sanitizes_unsafe_session_components(	CODE
LOW	tests/test_memory_dream_paths.py	64	async def test_dream_uses_workspace_root_memory_md_for_curated_memory(tmp_path):	CODE
LOW	tests/test_memory_dream_paths.py	87	async def test_dream_reports_apply_error_when_cursor_cleanup_fails(tmp_path, monkeypatch):	CODE
LOW	tests/test_skills_hub_installer_security.py	39	async def test_install_blocks_path_traversal(tmp_path: Path) -> None:	CODE
LOW	tests/test_skills_hub_installer_security.py	62	async def test_install_preserves_binary_files(tmp_path: Path) -> None:	CODE
LOW	tests/test_skills_hub_installer_security.py	84	async def test_binary_sidecar_marks_scan_warning(tmp_path: Path) -> None:	CODE
LOW	tests/test_skills_hub_installer_security.py	116	async def test_dangerous_text_sidecar_blocks_install(tmp_path: Path) -> None:	CODE
LOW	tests/test_skills_hub_installer_security.py	140	async def test_uninstall_does_not_delete_lockfile_path_outside_managed(	CODE
LOW	tests/test_skills_hub_installer_security.py	167	async def test_lockfile_records_scan_and_provenance(tmp_path: Path) -> None:	CODE
LOW	tests/test_skills_hub_installer_security.py	200	async def test_lockfile_records_source_trust_and_scan_strategy(tmp_path: Path) -> None:	CODE
LOW	tests/test_provider_openai_prompt_cache.py	66	def test_provider_strips_trailing_paste_punctuation_from_api_key(monkeypatch) -> None:	CODE
LOW	tests/test_provider_openai_prompt_cache.py	80	def test_openrouter_anthropic_auto_cache_adds_top_level_cache_control(monkeypatch) -> None:	CODE
LOW	tests/test_provider_openai_prompt_cache.py	110	def test_openrouter_deepseek_auto_cache_does_not_add_top_level_cache_control(monkeypatch) -> None:	CODE
LOW	tests/test_provider_openai_prompt_cache.py	236	def test_openrouter_zai_auto_cache_requires_live_capability_proof(monkeypatch) -> None:	CODE
LOW	tests/test_provider_openai_prompt_cache.py	257	def test_openrouter_payload_cache_shape_logs_fixed_prefix_item_hashes(monkeypatch) -> None:	CODE
LOW	tests/test_provider_openai_prompt_cache.py	289	def test_openrouter_anthropic_cache_off_does_not_add_cache_control(monkeypatch) -> None:	CODE
LOW⚡	tests/test_provider_openrouter_attribution.py	9	def test_openrouter_app_headers_match_app_attribution_contract() -> None:	CODE
LOW⚡	tests/test_provider_openrouter_attribution.py	19	def test_openrouter_url_detection_accepts_openrouter_hosts_only() -> None:	CODE
LOW⚡	tests/test_provider_openrouter_attribution.py	26	def test_openrouter_app_headers_skip_non_openrouter_urls() -> None:	CODE
LOW⚡	tests/test_provider_openrouter_attribution.py	31	def test_openrouter_compat_headers_remain_openrouter_only() -> None:	CODE
LOW	tests/test_skills_hub_github.py	66	async def test_fetch_github_tree_url_downloads_whole_skill_directory(monkeypatch) -> None:	CODE
LOW	tests/test_skills_hub_github.py	85	async def test_fetch_github_blob_url_uses_parent_skill_directory(monkeypatch) -> None:	CODE
LOW	tests/test_skills_hub_github.py	101	async def test_fetch_legacy_identifier_keeps_support_and_downloads_directory(monkeypatch) -> None:	CODE
LOW	tests/test_skills_hub_github.py	114	def test_default_gateway_router_exposes_github_without_token(monkeypatch) -> None:	CODE
LOW	tests/test_provider_reasoning_stream.py	123	def test_anthropic_streams_reasoning_as_delta_events(monkeypatch) -> None:	CODE
LOW	tests/test_provider_reasoning_stream.py	134	def test_anthropic_reasoning_deltas_concat_equals_done_reasoning_content(	CODE
LOW	tests/test_provider_reasoning_stream.py	151	def test_anthropic_reasoning_precedes_answer_text(monkeypatch) -> None:	CODE
LOW	tests/test_provider_reasoning_stream.py	223	def test_openai_streams_reasoning_details_as_delta_events(monkeypatch) -> None:	CODE
14330 more matches not shown…

Decorative Section Separators1694 hits · 6135 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/test_provider_openai_codex.py	36	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_provider_openai_codex.py	38	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_openai_codex.py	138	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_openai_codex.py	140	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_openai_codex.py	197	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_openai_codex.py	199	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_openai_codex.py	411	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_openai_codex.py	413	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_provider_openai_compat_payloads.py	4141	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_provider_openai_compat_payloads.py	4143	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_stream_contract.py	100	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_stream_contract.py	102	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_provider_stream_contract.py	293	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_provider_stream_contract.py	295	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_provider_stream_contract.py	342	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_provider_stream_contract.py	344	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_provider_stream_contract.py	440	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_provider_stream_contract.py	442	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_attachments.py	38	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_attachments.py	40	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_attachments.py	76	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_attachments.py	80	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_attachments.py	114	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_attachments.py	118	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_attachments.py	135	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_attachments.py	141	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_provider_attachments.py	176	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_provider_attachments.py	179	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gateway_config_legacy.py	92	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gateway_config_legacy.py	94	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gateway_config_legacy.py	320	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gateway_config_legacy.py	322	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gateway_config_legacy.py	354	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gateway_config_legacy.py	356	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gateway_config_legacy.py	525	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gateway_config_legacy.py	527	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_gateway_config_legacy.py	24	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_gateway_config_legacy.py	26	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_selector.py	206	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_selector.py	208	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gateway_config_default_provider.py	28	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gateway_config_default_provider.py	30	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gateway_config_default_provider.py	128	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gateway_config_default_provider.py	130	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gateway_config_default_provider.py	176	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gateway_config_default_provider.py	178	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_models_dev.py	60	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_models_dev.py	63	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross_provider_tiers.py	28	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross_provider_tiers.py	30	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross_provider_tiers.py	67	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross_provider_tiers.py	69	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross_provider_tiers.py	116	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_cross_provider_tiers.py	118	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_cross_provider_tiers.py	162	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_cross_provider_tiers.py	164	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_openai_usage.py	131	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_provider_openai_usage.py	133	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gemini_thought_signature.py	87	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_gemini_thought_signature.py	89	# ---------------------------------------------------------------------------	COMMENT
1634 more matches not shown…

Unused Imports2671 hits · 2411 pts

Severity	File	Line	Context
LOW	tests/test_memory_vector_normalization.py	1	CODE
LOW	tests/test_provider_request_proof.py	1	CODE
LOW	tests/test_memory_dream_paths.py	1	CODE
LOW	tests/test_skills_hub_installer_security.py	1	CODE
LOW	tests/test_provider_openai_prompt_cache.py	1	CODE
LOW	tests/test_skills_hub_github.py	1	CODE
LOW	tests/test_provider_reasoning_stream.py	11	CODE
LOW	tests/test_provider_metadata.py	1	CODE
LOW	tests/test_paths_media_root.py	1	CODE
LOW	tests/test_skills_provenance_contract.py	1	CODE
LOW	tests/test_router_self_learning.py	8	CODE
LOW	tests/conftest.py	1	CODE
LOW	tests/test_skills_loader_namespaces.py	3	CODE
LOW	tests/test_execution_status_contract.py	1	CODE
LOW	tests/test_release_oss_mirror_workflow.py	1	CODE
LOW	tests/test_provider_compat_policy.py	9	CODE
LOW	tests/test_memory_retention.py	1	CODE
LOW	tests/test_provider_openai_codex.py	3	CODE
LOW	tests/test_provider_tool_stream_accumulator.py	9	CODE
LOW	tests/test_provider_openai_compat_payloads.py	1	CODE
LOW	tests/test_root_start_scripts.py	1	CODE
LOW	tests/test_live_provider_profile_gateway_e2e.py	1	CODE
LOW	tests/test_compose_yaml_shape.py	1	CODE
LOW	tests/test_router_self_learning_training.py	3	CODE
LOW	tests/test_memory_sync_manager_architecture.py	1	CODE
LOW	tests/test_bundled_voice_skills.py	3	CODE
LOW	tests/test_model_strategy_settings_contract.py	1	CODE
LOW	tests/test_router_self_learning_feedback_align.py	7	CODE
LOW	tests/test_skills_community_copy_contract.py	1	CODE
LOW	tests/test_skill_docx.py	3	CODE
LOW	tests/test_memory_flush.py	1	CODE
LOW	tests/test_github_issue_link_sync.py	1	CODE
LOW	tests/test_live_provider_profile_smoke.py	1	CODE
LOW	tests/test_subprocess_encoding.py	8	CODE
LOW	tests/test_memory_dream_factory.py	1	CODE
LOW	tests/test_provider_stream_contract.py	18	CODE
LOW	tests/test_provider_attachments.py	21	CODE
LOW	tests/test_agent_cmd_no_key.py	3	CODE
LOW	tests/test_memory_search_defaults.py	1	CODE
LOW	tests/test_memory_embedding_ollama.py	1	CODE
LOW	tests/test_provider_ollama_trace.py	1	CODE
LOW	tests/test_provider_anthropic_sse_nospace.py	13	CODE
LOW	tests/test_memory_manager_embedding_config.py	1	CODE
LOW	tests/test_skills_third_party_notices.py	1	CODE
LOW	tests/test_attachment_workspace.py	1	CODE
LOW	tests/test_skill_html_to_pdf.py	3	CODE
LOW	tests/test_gateway_config_legacy.py	8	CODE
LOW	tests/test_memory_store_embedding_usage.py	10	CODE
LOW	tests/test_router_self_learning_promotion.py	3	CODE
LOW	tests/test_provider_selector.py	1	CODE
LOW	tests/test_release_consistency.py	1	CODE
LOW	tests/test_skills_eligibility.py	3	CODE
LOW	tests/test_memory_dream_runner.py	1	CODE
LOW	tests/test_gateway_config_default_provider.py	11	CODE
LOW	tests/test_memory_flush_status.py	1	CODE
LOW	tests/test_artifacts.py	1	CODE
LOW	tests/test_asyncio_utils.py	1	CODE
LOW	tests/test_skill_pdf_toolkit.py	3	CODE
LOW	tests/test_memory_store_legacy_schema.py	12	CODE
LOW	tests/test_memory_embedding.py	1	CODE
2611 more matches not shown…

Cross-Language Confusion376 hits · 1878 pts

Severity	File	Line	Snippet	Context
HIGH	tests/test_provider_openai_compat_payloads.py	1743	command = "cd /workspace/project && cargo test -p mypkg case1"	CODE
HIGH⚡	tests/test_memory_manager_embedding_config.py	669	'"vector_dims":null,"fts_tokenizer":"unicode61","sources":["memory"],'	CODE
HIGH⚡	tests/test_core_lightweight_contracts.py	110	assert guard.push("Let me write the dashboard now.\n\n<tvoe") == (	CODE
HIGH⚡	tests/test_core_lightweight_contracts.py	114	guard.push(	CODE
HIGH⚡	tests/test_core_lightweight_contracts.py	126	assert guard.push("Let me make the sheet.\n\n<｜DS") == "Let me make the sheet."	CODE
HIGH⚡	tests/test_core_lightweight_contracts.py	128	guard.push(	CODE
HIGH⚡	tests/test_core_lightweight_contracts.py	140	assert guard.push("Explain literal <invoke") == "Explain literal"	CODE
HIGH⚡	tests/test_core_lightweight_contracts.py	147	assert guard.push("Let me read the specific problematic areas.\n\n<details>") == (	CODE
HIGH⚡	tests/test_core_lightweight_contracts.py	151	guard.push(	CODE
HIGH⚡	tests/test_core_lightweight_contracts.py	157	assert guard.push("Fixed the issues.") == "Fixed the issues."	CODE
HIGH⚡	tests/test_core_lightweight_contracts.py	163	assert guard.push("Here is a collapsible note.\n\n<details>") == (	CODE
HIGH⚡	tests/test_core_lightweight_contracts.py	166	assert guard.push("<summary>More</summary>Visible note.</details>") == ""	CODE
HIGH⚡	tests/test_gateway_static_skills_view.py	251	assert "if (_proposalsSettings && _proposalsSettings.available)" in view	CODE
HIGH	tests/test_gateway_static_skills_view.py	55	return null;	CODE
HIGH	tests/test_gateway_static_skills_view.py	63	return null;	CODE
HIGH	tests/test_gateway_static_skills_view.py	77	App: {{ getRpc: () => null }},	CODE
HIGH	tests/test_gateway_static_skills_view.py	96	console.error(error && error.stack ? error.stack : String(error));	CODE
HIGH⚡	tests/test_gateway_static_skills_view.py	17	_el = state.el \|\| _el;	STRING
HIGH⚡	tests/test_gateway_static_skills_view.py	18	_rpc = state.rpc \|\| _rpc;	STRING
HIGH⚡	tests/test_gateway_static_skills_view.py	19	_allSkills = state.allSkills \|\| _allSkills;	STRING
HIGH	tests/test_gateway_static_skills_view.py	514	calls.push({ method, payload });	STRING
HIGH⚡	tests/unit/cli/tui/test_opentui_messages.py	132	'{"type":"approval.response","id":"appr-2","approved":false,"choice":null}'	CODE
HIGH	tests/test_tools/test_workspace_write_deny_levers.py	103	"cat tests/test_a.py \| grep x && sed -i 's/a/b/' tests/test_b.py",	CODE
HIGH	tests/test_tools/test_endgame_git_freeze_lever.py	113	("echo done && git reset --hard", "git_reset_hard"),	CODE
HIGH⚡	tests/test_tools/test_shell_process_isolation.py	120	command="cd /workspace && python3 -m http.server 8080",	CODE
HIGH⚡	tests/test_tools/test_shell_process_isolation.py	122	"cd /workspace && python3 -m http.server 8080"	CODE
HIGH	tests/test_tools/test_mutation_ledger_observe.py	65	"mkdir -p src && printf 'print(1)\\n' > src/app.py",	CODE
HIGH	tests/test_tools/test_mutation_ledger_observe.py	118	"mkdir -p src && printf 'print(1)\\n' > src/app.py",	CODE
HIGH⚡	tests/test_tools/test_source_diff_preservation.py	97	("cd /tmp && git checkout src/app.py && echo restored", "git_checkout"),	CODE
HIGH⚡	tests/test_tools/test_source_diff_preservation.py	99	'cd /tmp && git checkout -- src/app.py 2>&1 \|\| echo "restore failed"',	CODE
HIGH⚡	tests/test_tools/test_source_diff_preservation.py	99	'cd /tmp && git checkout -- src/app.py 2>&1 \|\| echo "restore failed"',	CODE
HIGH⚡	tests/test_tools/test_source_diff_preservation.py	103	'cd /tmp && git checkout src/app.py 2>&1 \|\| echo "restore failed"',	CODE
HIGH⚡	tests/test_tools/test_source_diff_preservation.py	103	'cd /tmp && git checkout src/app.py 2>&1 \|\| echo "restore failed"',	CODE
HIGH⚡	…st_contrib/test_codetask/test_codetask_verification.py	235	cmd = f"cat {sibling}/data && ls {sibling2} && cd {repo} && pytest"	CODE
HIGH⚡	…st_contrib/test_codetask/test_codetask_verification.py	262	for tail in ["/src && x", " && x", '"', ":/other", ";", ")"]:	CODE
HIGH⚡	tests/test_desktop/test_electron_startup_contract.py	2092	assert "result.stderr \|\| result.stdout" not in main_ts	CODE
HIGH⚡	tests/test_desktop/test_electron_startup_contract.py	2098	"npm run build && node scripts/test-profile-import-flow.mjs"	CODE
HIGH	tests/test_desktop/test_electron_startup_contract.py	467	main_index = focus.index("if (!mainWindow \|\| mainWindow.isDestroyed()) return false")	CODE
HIGH	tests/test_desktop/test_electron_startup_contract.py	801	"if (updateDownloadInProgress \|\| updateApplying \|\| "	CODE
HIGH	tests/test_desktop/test_electron_startup_contract.py	805	assert download_update.index("updateDownloadInProgress \|\| updateApplying") < (	CODE
HIGH	tests/test_desktop/test_electron_startup_contract.py	838	assert "if (mockUpdateVersion() === null) return null" in responder	CODE
HIGH	tests/test_desktop/test_electron_startup_contract.py	851	"npm run build && node scripts/test-mock-update-flow.mjs"	CODE
HIGH	tests/test_desktop/test_electron_startup_contract.py	1216	== "npm run verify:icons && node scripts/verify-package.mjs"	CODE
HIGH	tests/test_desktop/test_electron_startup_contract.py	1450	"npm run build && node scripts/test-update-resolver.mjs"	CODE
HIGH	tests/test_desktop/test_electron_startup_contract.py	1575	assert "device !== 0 \|\| inode !== 0" in candidate_identity	CODE
HIGH	tests/test_desktop/test_electron_startup_contract.py	2015	assert "let migrationCandidate = null;" in html	CODE
HIGH	tests/test_skills/test_meta_security_review_bundle.py	179	user_message="setenforce 0 && curl -d 'password=p4ss' …",	CODE
HIGH	tests/test_scripts/test_build_wheelhouse_zip.py	432	'where pwsh.exe >nul 2>nul && set "OSQ_POWERSHELL=pwsh.exe"\r\n'	CODE
HIGH	…/test_engine/test_tokenjuice_tool_result_projection.py	475	arguments={"command": "cd /repo && git diff -- src/lib.rs"},	CODE
HIGH⚡	tests/test_engine/test_runtime_diagnostics.py	109	assert normalize_command_family("cd /testbed && cargo test -p axum 2>&1 \| tail -20") == (	CODE
HIGH⚡	tests/test_engine/test_runtime_diagnostics.py	112	assert normalize_command_family("cd /testbed && npm run build 2>&1 \| tail -10") == (	CODE
HIGH	tests/test_engine/test_runtime_diagnostics.py	312	{"command": "cd /testbed && cargo test -p axum 2>&1 \| tail -20"},	CODE
HIGH⚡	tests/test_engine/test_finalize_evidence_gate.py	91	("git status && git diff", "inspection"),	CODE
HIGH⚡	tests/test_engine/test_finalize_evidence_gate.py	92	("cd /testbed && ls -la", "inspection"),	CODE
HIGH⚡	tests/test_engine/test_finalize_evidence_gate.py	94	("cd /testbed && pytest -x tests/", "execution"),	CODE
HIGH⚡	tests/test_engine/test_finalize_evidence_gate.py	156	assert command_removal_targets("cd /testbed && rm -rf a.py b.py") == ["a.py", "b.py"]	CODE
HIGH⚡	tests/test_engine/test_finalize_evidence_gate.py	179	assert has_stash_reversal("git stash && python repro.py") is True	CODE
HIGH⚡	tests/test_engine/test_finalize_evidence_gate.py	180	assert has_stash_reversal("git stash pop && pytest tests/") is False	CODE
HIGH⚡	tests/test_engine/test_finalize_evidence_gate.py	181	assert has_stash_reversal("git stash apply && pytest tests/") is False	CODE
HIGH⚡	tests/test_engine/test_finalize_evidence_gate.py	186	assert has_stash_reversal("git -C /repo stash && pytest tests/") is True	CODE
316 more matches not shown…

Excessive Try-Catch Wrapping1021 hits · 967 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_memory_manager_embedding_config.py	87	except Exception:	CODE
MEDIUM	tests/test_model_router_behavior.py	119	def require_runtime_router() -> None:	CODE
LOW	tests/test_model_router_behavior.py	122	except Exception as exc:	CODE
LOW	tests/test_tools/test_sessions_spawn_regressions.py	237	except Exception as exc:	CODE
LOW	tests/test_tools/test_apply_patch_gates.py	41	except Exception as exc: # pragma: no cover - exercised by awaiting callers	CODE
LOW	tests/test_tools/test_dispatch_legacy_coverage.py	133	except Exception:	CODE
LOW	tests/integration/cli/tui_real_terminal/scenarios.py	434	except Exception as exc:	CODE
LOW	tests/test_skills/test_meta_router_live.py	168	except Exception as exc: # noqa: BLE001	CODE
LOW	tests/test_skills/test_meta_plan_serde.py	198	except Exception as exc:	CODE
LOW	tests/test_skills/test_meta_plan_serde.py	205	except Exception as exc:	CODE
LOW	tests/test_skills/test_meta_invoke_recursion_guard.py	594	except Exception:	CODE
LOW	tests/test_ci/test_meta_skill_lint.py	128	except Exception: # noqa: BLE001	CODE
LOW	tests/test_engine/test_routing_policy_parity.py	720	except Exception as exc: # noqa: BLE001 - the raised error is part of the contract	CODE
LOW	tests/test_mcp_server/test_protocol_smoke.py	55	except Exception as exc: # noqa: BLE001 - surfaced on timeout.	CODE
LOW	tests/test_session/test_media_atomic_write.py	77	except Exception:	CODE
LOW	tests/test_session/test_media_atomic_write.py	114	except Exception as exc:	CODE
MEDIUM	tests/test_session/test_media_atomic_write.py	74	def __exit__(self, *args):	CODE
LOW⚡	tests/test_provider/test_preset_registry.py	325	except Exception:	CODE
LOW	tests/functional/test_webui_browser_chat_e2e.py	61	except Exception as exc: # noqa: BLE001 - surfaced on timeout.	CODE
LOW	…/functional/test_live_channel_feishu_platform_smoke.py	291	except Exception as exc:	CODE
LOW	…/functional/test_live_channel_feishu_platform_smoke.py	459	except Exception as exc:	CODE
LOW	tests/functional/test_gateway_llm_e2e.py	51	except Exception as exc: # noqa: BLE001 - surfaced on timeout.	CODE
LOW	tests/functional/test_gateway_compaction_e2e.py	43	except Exception as exc: # noqa: BLE001 - surfaced on timeout.	CODE
LOW	tests/functional/test_webui_browser_e2e.py	75	except Exception as exc: # noqa: BLE001 - included in timeout assertion.	CODE
LOW	scripts/live_provider_profile_smoke.py	231	except Exception as exc: # noqa: BLE001 - smoke reports compact diagnostic	CODE
LOW	scripts/live_provider_profile_smoke.py	270	except Exception as exc: # noqa: BLE001 - smoke reports compact diagnostic	CODE
LOW	scripts/live_provider_profile_smoke.py	317	except Exception as exc: # noqa: BLE001 - smoke reports compact diagnostic	CODE
LOW	scripts/live_provider_thinking_smoke.py	195	except Exception as exc: # noqa: BLE001 - smoke reports compact diagnostics	CODE
LOW	scripts/live_provider_thinking_smoke.py	282	except Exception as exc: # noqa: BLE001 - smoke reports compact diagnostics	CODE
LOW	scripts/bench_tui_replay.py	296	except Exception as exc: # pragma: no cover - summarized for CLI evidence.	CODE
LOW	scripts/live_router_provider_output_recovery.py	208	except Exception as exc: # noqa: BLE001 - preflight report	CODE
MEDIUM	scripts/live_router_provider_output_recovery.py	202	def _runtime_router_available() -> dict[str, Any]:	CODE
LOW	scripts/live_provider_profile_gateway_e2e.py	508	except Exception as exc: # noqa: BLE001 - compact E2E diagnostic	STRING
LOW	scripts/compare_meta_skill_openclaw.py	1213	except Exception as exc:	CODE
LOW	scripts/compare_meta_skill_openclaw.py	1395	except Exception as exc:	CODE
LOW	scripts/compare_meta_skill_openclaw.py	1696	except Exception:	CODE
LOW	scripts/compare_meta_skill_openclaw.py	1718	except Exception:	CODE
LOW	scripts/compare_meta_skill_openclaw.py	1988	except Exception as exc:	CODE
LOW	scripts/compare_meta_skill_openclaw.py	2028	except Exception as exc:	CODE
LOW	scripts/compare_meta_skill_openclaw.py	2100	except Exception as exc:	CODE
LOW	scripts/live_openrouter_prompt_cache_smoke.py	154	except Exception as exc: # pragma: no cover - live diagnostic path	CODE
LOW	scripts/compare_meta_skill_openclaw_lifestyle.py	429	except Exception as exc:	CODE
LOW	scripts/compare_meta_skill_openclaw_lifestyle.py	485	except Exception as exc:	CODE
LOW⚡	scripts/compare_meta_skill_openclaw_lifestyle.py	686	except Exception as exc:	CODE
LOW	scripts/experiments/exp_run.py	84	except Exception as exc: # pragma: no cover - defensive ledger cleanup path	CODE
LOW	scripts/experiments/check_docker_image_lock.py	90	except Exception as exc:	CODE
LOW	src/opensquilla/gateway_client.py	119	except Exception:	CODE
LOW	src/opensquilla/gateway_client.py	142	except Exception as exc:	CODE
LOW	src/opensquilla/gateway_client.py	222	except Exception as exc:	CODE
LOW	src/opensquilla/gateway_client.py	234	except Exception as exc:	CODE
MEDIUM	src/opensquilla/gateway_client.py	205	def _listen(self) -> None:	CODE
LOW	src/opensquilla/subprocess_encoding.py	46	except Exception:	CODE
LOW	src/opensquilla/asyncio_utils.py	14	except Exception:	CODE
LOW	src/opensquilla/context_budget.py	90	except Exception: # noqa: BLE001 - tests may pass lightweight config doubles	CODE
LOW	src/opensquilla/attachment_workspace.py	152	except Exception as exc: # noqa: BLE001 - materialization is best-effort	CODE
LOW	src/opensquilla/attachment_workspace.py	196	except Exception as exc: # noqa: BLE001 - materialization is best-effort	CODE
LOW	src/opensquilla/artifacts.py	634	except Exception:	CODE
LOW	src/opensquilla/tools/source_diff_candidates.py	207	except Exception:	CODE
LOW	src/opensquilla/tools/source_diff_candidates.py	235	except Exception:	CODE
LOW	src/opensquilla/tools/source_diff_preservation.py	116	except Exception:	CODE
961 more matches not shown…

Deep Nesting494 hits · 388 pts

Severity	File	Line	Context
LOW	tests/test_skills_provenance_contract.py	14	CODE
LOW	tests/test_skills_third_party_notices.py	72	CODE
LOW	tests/test_tools/test_registry_visibility_boundary.py	83	CODE
LOW	tests/test_tools/test_policy_runtime_boundary.py	48	CODE
LOW	tests/test_tools/test_dispatch_legacy_coverage.py	95	CODE
LOW	tests/test_tools/test_dispatch_legacy_coverage.py	110	CODE
LOW	tests/test_tools/test_policy_config_boundary.py	48	CODE
LOW	…/integration/cli/tui_real_terminal/fake_opentui_app.py	36	CODE
LOW	tests/integration/cli/tui_real_terminal/replay.py	17	CODE
LOW	tests/test_skills/test_meta_pre_commit_quality_gate.py	89	CODE
LOW	tests/test_skills/test_meta_pre_commit_quality_gate.py	102	CODE
LOW	tests/test_skills/test_meta_stack_trace_investigator.py	218	CODE
LOW	tests/test_skills/test_meta_stack_trace_investigator.py	320	CODE
LOW	tests/test_skills/test_meta_stack_trace_investigator.py	232	CODE
LOW	tests/test_skills/test_meta_stack_trace_investigator.py	330	CODE
LOW	tests/test_skills/test_meta_codereview_current_diff.py	94	CODE
LOW	tests/test_skills/test_meta_codereview_current_diff.py	107	CODE
LOW	tests/test_skills/test_meta_mvp.py	671	CODE
LOW	tests/test_skills/test_meta_mvp.py	3609	CODE
LOW	tests/test_skills/test_meta_diagram_triangulation.py	86	CODE
LOW	tests/test_skills/test_meta_diagram_triangulation.py	133	CODE
LOW	tests/test_skills/test_meta_diagram_triangulation.py	92	CODE
LOW	tests/test_skills/test_meta_diagram_triangulation.py	143	CODE
LOW	tests/test_scripts/test_router_live_script_defaults.py	45	CODE
LOW	tests/test_ci/test_migration_v019.py	60	CODE
LOW	tests/test_ci/test_meta_skill_lint.py	57	CODE
LOW	tests/test_ci/test_architecture_import_contracts.py	229	CODE
LOW	tests/test_engine/test_router_calibration.py	282	CODE
LOW	tests/test_engine/test_tool_result_store_offloop.py	96	CODE
LOW	tests/test_engine/test_tool_result_store_offloop.py	116	CODE
LOW	tests/test_engine/test_provider_history_dedup.py	173	CODE
LOW	tests/test_engine/test_runtime_diagnostics.py	82	CODE
LOW	…_engine/test_agent_usage_tracker_billed_propagation.py	77	CODE
LOW	tests/live/test_web_search_agent_e2e.py	54	CODE
LOW	tests/live/test_web_search_agent_e2e.py	61	CODE
LOW	tests/test_sandbox/test_path_access.py	35	CODE
LOW	tests/test_sandbox/test_web_chat_run_mode_default.py	20	CODE
LOW	tests/test_gateway/test_update_endpoint.py	96	CODE
LOW	tests/test_gateway/test_boot_dream_cron.py	64	CODE
LOW	tests/test_gateway/test_chat_view_static.py	566	CODE
LOW	tests/test_recovery/test_historical_upgrades.py	76	CODE
LOW	tests/test_mcp_server/test_protocol_smoke.py	38	CODE
LOW	tests/test_mcp_server/test_bridge.py	212	CODE
LOW	tests/test_provider/test_stream_goldens.py	287	CODE
LOW	tests/functional/test_webui_browser_chat_e2e.py	4520	CODE
LOW	…st_gateway_non_image_attachment_materialization_e2e.py	268	CODE
LOW	…/functional/test_live_channel_feishu_platform_smoke.py	258	CODE
LOW	tests/functional/test_gateway_attachment_history_e2e.py	225	CODE
LOW	scripts/refresh_models_dev_snapshot.py	97	CODE
LOW	scripts/live_provider_profile_smoke.py	275	CODE
LOW	scripts/live_provider_thinking_smoke.py	200	CODE
LOW	scripts/bench_tui_replay.py	199	CODE
LOW	scripts/bench_tui_replay.py	251	CODE
LOW	scripts/smoke_v4_phase3_router.py	1047	CODE
LOW	scripts/smoke_v4_phase3_router.py	1207	CODE
LOW	scripts/smoke_v4_phase3_router.py	1298	CODE
LOW	scripts/smoke_v4_phase3_router.py	1484	CODE
LOW	scripts/live_long_context_chat_smoke.py	85	CODE
LOW	scripts/live_provider_profile_gateway_e2e.py	402	CODE
LOW	scripts/live_codex_smoke.py	34	CODE
434 more matches not shown…

Over-Commented Block515 hits · 303 pts

Severity	File	Line	Snippet	Context
LOW	compose.yaml	1	services:	COMMENT
LOW	compose.yaml	21	volumes:	COMMENT
LOW	tests/test_tools/test_dispatch_properties.py	401		COMMENT
LOW	tests/test_ci/test_architecture_import_contracts.py	41	("cli", "skills"),	COMMENT
LOW	tests/test_contracts/test_onboarding_status.py	61	"warnings",	COMMENT
LOW	tests/test_persistence/test_schema_convergence.py	21		COMMENT
LOW	tests/test_provider/test_spec_substrate.py	21	"ovms",	COMMENT
LOW	tests/test_provider/test_reasoning_dialects.py	21	ReasoningEnableArgs,	COMMENT
LOW	tests/test_provider/golden/_harness.py	61	COMPAT_THINKING_MODELS: dict[str, tuple[str, str]] = {	COMMENT
LOW	desktop/electron/src/main.ts	441	OPENSQUILLA_DESKTOP: '1',	COMMENT
LOW	desktop/electron/src/main.ts	7021	})	COMMENT
LOW	desktop/electron/src/main.ts	7181	}	COMMENT
LOW	desktop/electron/src/desktop-locale.ts	21	// compatibility with legacy locale strings, but let Intl.Locale reject	COMMENT
LOW	…nsquilla-webui/e2e/share-export-image-artifact.spec.ts	1	import { test, expect, type Page, type Route } from '@playwright/test'	COMMENT
LOW	opensquilla-webui/e2e/fold-live-turn.spec.ts	1	import { test, expect, type Page } from '@playwright/test'	COMMENT
LOW	opensquilla-webui/e2e/theme.spec.ts	1	import { test, expect, type Page } from '@playwright/test'	COMMENT
LOW	opensquilla-webui/src/App.vue	501	const themeMenuOpen = ref(false)	COMMENT
LOW	opensquilla-webui/src/App.vue	1041	function handleKeydown(e: KeyboardEvent) {	COMMENT
LOW	…posables/chat/useChatRpcEventHandlers.issue344.test.ts	1	// Issue #344: a stale task's late stream events bled into the current turn.	COMMENT
LOW	…illa-webui/src/composables/chat/useChatAnswerReveal.ts	1	import { ref, watch, onScopeDispose, type Ref } from 'vue'	COMMENT
LOW	…lla-webui/src/composables/chat/useChatStallWatchdog.ts	1	import { computed, onScopeDispose, ref, watch, type Ref } from 'vue'	COMMENT
LOW	…uilla-webui/src/composables/chat/useChatShareExport.ts	401	#${SHARE_STAGE_ID} .msg-ai-text h3,	COMMENT
LOW	…quilla-webui/src/composables/setup/settingsSections.ts	1	// Canonical list of Settings rail sections, kept in a standalone module so both	COMMENT
LOW	…la-webui/src/composables/setup/useSetupEnsembleForm.ts	1	import { computed, ref, type ComputedRef } from 'vue'	COMMENT
LOW	opensquilla-webui/src/components/UpdateBanner.vue	1	<script setup lang="ts">	COMMENT
LOW	opensquilla-webui/src/components/ControlSwitch.vue	1	<script setup lang="ts">	COMMENT
LOW	opensquilla-webui/src/themes/tokens.ts	1	// Eagerly bundle every value theme's L1 token block ([data-theme="<id>"]) into	COMMENT
LOW	opensquilla-webui/src/router/lastRoute.ts	1	// Persist + restore the last-viewed view so the app reopens where you left off	COMMENT
LOW	opensquilla-webui/src/router/desktopRoutes.ts	1	import type { RouteRecordRaw } from 'vue-router'	COMMENT
LOW	scripts/install_source.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.github/workflows/docker-image.yml	1	name: Container Images	COMMENT
LOW	src/opensquilla/identity/types.py	61	agents_doc: AgentsDocument \| None = None	COMMENT
LOW	src/opensquilla/contracts/attachments.py	101	IMAGE_ATTACHMENT_BYTES = 5 * 1024 * 1024	COMMENT
LOW	src/opensquilla/provider/registry.py	21	# env_key is declared — local runtimes plus the generic self-hosted	COMMENT
LOW	src/opensquilla/provider/registry.py	81	compat: OpenAICompatPolicy = field(default_factory=OpenAICompatPolicy)	COMMENT
LOW	src/opensquilla/provider/openai.py	2141	self._provider_kind = provider_kind	COMMENT
LOW	src/opensquilla/provider/model_catalog.py	41	# and the packaged corrections, so the 200k cloud default would make the turn	COMMENT
LOW	src/opensquilla/provider/ensemble.py	1681		COMMENT
LOW	src/opensquilla/provider/catalog_overrides.toml	1	# catalog_overrides.toml — packaged metadata corrections for the layered	COMMENT
LOW	src/opensquilla/provider/catalog_overrides.toml	21	# quality_prior = 0.7	COMMENT
LOW	src/opensquilla/provider/catalog_overrides.toml	41	# _STATIC_FALLBACK in src/opensquilla/provider/model_catalog.py (tuples of	COMMENT
LOW	src/opensquilla/provider/catalog_overrides.toml	121	# code branches in ModelCatalog.get_capabilities (model_catalog.py). Each	COMMENT
LOW	src/opensquilla/cli/onboard_cmd.py	581	# idempotent gate did not short-circuit.	COMMENT
LOW	src/opensquilla/cli/tui/opentui/renderer.py	121	self._pill_phase = "output"	COMMENT
LOW	src/opensquilla/cli/tui/opentui/bridge.py	201	# errors="replace" so a corrupted byte from the host never raises a hard	COMMENT
LOW	src/opensquilla/cli/tui/adapters/slash_policy.py	61	)	COMMENT
LOW	src/opensquilla/observability/redact.py	21	# so it is only attempted at word-run starts: without the anchor the engine	COMMENT
LOW	src/opensquilla/contrib/codetask/adapter.py	201	# of the shared global media root. The tool-result store rescans every	COMMENT
LOW	…squilla/contrib/codetask/data/agent_config/config.toml	1	# OpenSquilla agent RUN-POLICY template for the code-task host real-repo solver.	COMMENT
LOW	…squilla/contrib/codetask/data/agent_config/config.toml	41	"image", "tts", "music", "song", "voice", "dubbing", "audio",	COMMENT
LOW	…squilla/contrib/codetask/data/agent_config/config.toml	61	# Disable model-visible meta-skill resolution for the code-task subprocess.	COMMENT
LOW	…lla/contrib/swebench/data/container_config/config.toml	1	# OpenSquilla config for SWE-bench evaluation runs (v0.3.1, router mode).	COMMENT
LOW	src/opensquilla/safety/injection_guard.py	61	# ---------------------------------------------------------------------------	COMMENT
LOW	…router/models/v4.2_phase3_inference/bge_onnx/vocab.txt	8161	##9	COMMENT
LOW	…router/models/v4.2_phase3_inference/bge_onnx/vocab.txt	8601	##2015	COMMENT
LOW	…router/models/v4.2_phase3_inference/bge_onnx/vocab.txt	8821	##bo	COMMENT
LOW	…router/models/v4.2_phase3_inference/bge_onnx/vocab.txt	9161	2019	COMMENT
LOW	…router/models/v4.2_phase3_inference/bge_onnx/vocab.txt	9341	##46	COMMENT
LOW	…router/models/v4.2_phase3_inference/bge_onnx/vocab.txt	9741	##king	COMMENT
LOW	…router/models/v4.2_phase3_inference/bge_onnx/vocab.txt	9761	##マ	COMMENT
455 more matches not shown…

Modern Structural Boilerplate277 hits · 278 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit/cli/tui/test_native_chat_runtime.py	51	def set_cancel_callback(self, cb: Callable[[], None] \| None) -> None:	CODE
LOW	tests/unit/cli/tui/test_native_chat_runtime.py	54	def set_shutdown_callback(self, cb: Callable[[], None] \| None) -> None:	CODE
LOW	tests/unit/cli/tui/test_runtime.py	42	def set_cancel_callback(self, cb) -> None: # noqa: ANN001	CODE
LOW	tests/unit/cli/tui/test_runtime.py	45	def set_shutdown_callback(self, cb) -> None: # noqa: ANN001	CODE
LOW	tests/unit/cli/tui/test_runtime.py	814	def set_cancel_callback(self, cb) -> None: # noqa: ANN001	CODE
LOW	tests/unit/cli/tui/test_runtime.py	817	def set_shutdown_callback(self, cb) -> None: # noqa: ANN001	CODE
LOW	tests/unit/cli/tui/test_router_hud_plugin.py	224	def set_toolbar(self, key: str, value: object \| None) -> None:	CODE
LOW	tests/unit/cli/tui/test_router_hud_plugin.py	256	def set_toolbar(self, key: str, value: object \| None) -> None:	CODE
LOW	tests/unit/cli/tui/test_router_hud_plugin.py	276	def set_toolbar(self, key: str, value: object \| None) -> None:	CODE
LOW	tests/unit/cli/tui/test_backend_hardening.py	56	def set_cancel_callback(self, cb) -> None: # noqa: ANN001	CODE
LOW	tests/unit/cli/tui/test_backend_hardening.py	59	def set_shutdown_callback(self, cb) -> None: # noqa: ANN001	CODE
LOW	tests/unit/cli/tui/test_opentui_renderer.py	35	def set_toolbar(self, key: str, value: object \| None) -> None:	CODE
LOW	tests/unit/cli/repl/test_opentui_chat_adapter.py	42	def set_cancel_callback(self, cb: Callable[[], None] \| None) -> None:	CODE
LOW	tests/unit/cli/repl/test_opentui_chat_adapter.py	45	def set_shutdown_callback(self, cb: Callable[[], None] \| None) -> None:	CODE
LOW	tests/unit/cli/repl/test_runtime_bridge.py	53	def set_toolbar(self, key: str, value: object \| None) -> None:	CODE
LOW	tests/unit/cli/repl/test_runtime_bridge.py	66	def set_cancel_callback(self, cb) -> None:	CODE
LOW	tests/unit/cli/repl/test_runtime_bridge.py	69	def set_shutdown_callback(self, cb) -> None:	CODE
LOW	…/integration/cli/tui_real_terminal/fake_opentui_app.py	107	def _set_toolbar(output: Any, key: str, value: object \| None) -> None:	CODE
LOW	tests/integration/cli/tui_real_terminal/replay.py	104	def _set_toolbar(output: Any, key: str, value: object \| None) -> None:	CODE
LOW	…tion/cli/tui_real_terminal/test_architecture_prompt.py	66	def set_toolbar(self, key: str, value: object \| None) -> None:	CODE
LOW	tests/integration/cli/tui_real_terminal/driver.py	409	def _set_pty_size(self) -> None:	CODE
LOW	tests/test_cli/test_chat_cmd.py	55	def set_toolbar(self, key: str, value) -> None:	CODE
LOW	tests/test_cli/test_chat_cmd.py	70	def set_cancel_callback(self, cb) -> None:	CODE
LOW	tests/test_cli/test_chat_cmd.py	73	def set_shutdown_callback(self, cb) -> None:	CODE
LOW	tests/test_cli/test_migrate_cmd.py	29	def _set_fake_home(monkeypatch, home: Path) -> None:	CODE
LOW	…est_skills/router_fixtures/knowledge_base_bootstrap.py	84	__all__ = ["CASES", "OUTPUT_CHOICES", "SKILL_NAME"]	CODE
LOW	tests/test_skills/router_fixtures/__init__.py	67	__all__ = ["ALL_CASES", "RouterCase", "migration_assistant"]	CODE
LOW	…sts/test_skills/router_fixtures/migration_assistant.py	108	__all__ = ["CASES", "OUTPUT_CHOICES", "SKILL_NAME"]	CODE
LOW	tests/test_engine/test_preflight_compaction.py	774	def set_history(self, history: list[Any]) -> None:	CODE
LOW	tests/test_engine/test_preflight_compaction.py	915	def set_history(self, history: list[Any]) -> None:	CODE
LOW	tests/test_engine/test_preflight_compaction.py	971	def set_history(self, history: list[Any]) -> None:	CODE
LOW	tests/test_engine/test_runtime_artifacts.py	656	def set_history(self, history) -> None:	CODE
LOW	tests/test_engine/test_t3_upgrade_compaction.py	749	def set_history(self, history: list[Any]) -> None:	CODE
LOW	…t_engine/turn_runner/test_attachment_stage_snapshot.py	86	def set_history(self, _history: Any) -> None:	CODE
LOW	…ine/turn_runner/test_stream_consumer_stage_snapshot.py	73	def set_history(self, _history: Any) -> None:	CODE
LOW⚡	tests/test_gateway/test_router_boot.py	667	def set_session_lock_provider(self, provider: Any) -> None:	CODE
LOW⚡	tests/test_gateway/test_router_boot.py	742	def set_session_lock_provider(self, _provider: Any) -> None:	CODE
LOW⚡	tests/test_gateway/test_router_boot.py	822	def set_session_lock_provider(self, _provider: Any) -> None:	CODE
LOW⚡	tests/test_gateway/test_router_boot.py	925	def set_session_lock_provider(self, _provider: Any) -> None:	CODE
LOW	tests/test_gateway/test_router_boot.py	159	def set_session_lock_provider(self, _provider: Any) -> None:	CODE
LOW	tests/test_gateway/test_router_boot.py	1030	def set_session_lock_provider(self, _provider: Any) -> None: ...	CODE
LOW	tests/test_gateway/test_router_boot.py	1161	def set_session_lock_provider(self, _provider: Any) -> None: ...	CODE
LOW	tests/test_gateway/test_rpc_session_services.py	22	def set_cached_epoch(self, session_key: str, epoch: int) -> None:	CODE
LOW	src/opensquilla/bootstrap_types.py	20	__all__ = ["BootstrapFileReport"]	CODE
LOW	src/opensquilla/__init__.py	16	__all__ = ["__version__"]	CODE
LOW	src/opensquilla/profile_operation_lock.py	13	__all__ = ["ProfileOperationLock"]	CODE
LOW	src/opensquilla/tools/boundary.py	7	__all__ = ["AgentToolHandler", "ToolCall", "ToolResult"]	CODE
LOW	src/opensquilla/tools/run_mode.py	55	__all__ = [	CODE
LOW⚡	src/opensquilla/tools/dispatch.py	75	__all__ = ["build_tool_handler", "preflight_tool_call"]	CODE
LOW	src/opensquilla/tools/__init__.py	13	__all__ = [	CODE
LOW⚡	src/opensquilla/tools/builtin/sessions.py	82	def set_session_manager(mgr: object) -> None:	CODE
LOW⚡	src/opensquilla/tools/builtin/sessions.py	88	def set_task_runtime(runtime: object \| None) -> None:	CODE
LOW⚡	src/opensquilla/tools/builtin/sessions.py	94	def set_gateway_config(config: object \| None) -> None:	CODE
LOW	src/opensquilla/tools/builtin/agents.py	22	def set_agent_registry(registry: object \| None) -> None:	CODE
LOW	src/opensquilla/tools/builtin/admin.py	78	def set_scheduler(engine: _SchedulerProtocol) -> None:	CODE
LOW	src/opensquilla/tools/builtin/admin.py	84	def set_gateway_config(config: object) -> None:	CODE
LOW	src/opensquilla/tools/builtin/shell_policy.py	161	def set_policy(policy: SafeBinPolicy) -> None:	CODE
LOW	src/opensquilla/tools/policy/__init__.py	29	__all__ = [	CODE
LOW	src/opensquilla/compat/__init__.py	5	__all__ = ["aiosqlite"]	CODE
LOW	src/opensquilla/memory/session_flush.py	1712	logger = logging.getLogger(__name__)	CODE
217 more matches not shown…

AI Slop Vocabulary49 hits · 161 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	tests/test_tools/test_dispatch_equivalence.py	170	# Async harness runner	COMMENT
MEDIUM	…/integration/cli/tui_real_terminal/fake_opentui_app.py	62	# Mirror the real turn shape so the harness exercises all three block	COMMENT
MEDIUM	…/integration/cli/tui_real_terminal/fake_opentui_app.py	89	# Echo the submitted input back so the harness can prove a multi-line	COMMENT
MEDIUM	tests/test_skills/test_meta_router_live.py	49	# Conservative cross-vendor lineup. Cheap-per-token to keep the harness	COMMENT
MEDIUM	tests/test_ci/test_architecture_import_contracts.py	22	# opensquilla swebench CLI drives the contrib SWE-bench harness (lazy import).	COMMENT
MEDIUM	tests/test_ci/test_architecture_import_contracts.py	77	# The measurement-only eval harness observes providers (and pricing) through	COMMENT
MEDIUM⚡	tests/test_engine/test_finalize_evidence_gate.py	589	# Non-verification executions (denied / harness errors / form errors)	COMMENT
MEDIUM	…gine/turn_runner/test_turn_finalizer_stage_snapshot.py	28	# harness -- this stage sits one step after the stream consumer, so the	COMMENT
MEDIUM⚡	…gine/turn_runner/test_turn_finalizer_stage_snapshot.py	56	# harness can pin bit-identical behavior across modes.	COMMENT
MEDIUM	…gine/turn_runner/test_turn_finalizer_stage_snapshot.py	96	# them into a separate bucket so the harness can pin each	COMMENT
MEDIUM	…gine/turn_runner/test_turn_finalizer_stage_snapshot.py	451	# recording session manager so the harness can pin the system-role	COMMENT
MEDIUM	…gine/turn_runner/test_turn_finalizer_stage_snapshot.py	468	# Record memory-capture invocations so the harness can pin call	COMMENT
MEDIUM	…gine/turn_runner/test_turn_finalizer_stage_snapshot.py	478	# session.keys source (imported lazily by the harness adapter).	COMMENT
MEDIUM	…n_runner/test_compaction_and_history_stage_snapshot.py	32	# Reuse upstream patch helpers from's equivalence harness — this	COMMENT
MEDIUM	…t_engine/turn_runner/test_attachment_stage_snapshot.py	27	# Reuse upstream patch helpers from's equivalence harness — this	COMMENT
MEDIUM	…t_engine/turn_runner/test_attachment_stage_snapshot.py	110	# Local budget / thinking / compaction patches — match's harness shape.	COMMENT
MEDIUM	…ine/turn_runner/test_stream_consumer_stage_snapshot.py	30	# Reuse upstream patch helpers from's equivalence harness -- this	COMMENT
MEDIUM⚡	…ine/turn_runner/test_stream_consumer_stage_snapshot.py	94	# equivalence harness shape.	COMMENT
MEDIUM	…ine/turn_runner/test_stream_consumer_stage_snapshot.py	461	# the session.keys source (imported lazily by the harness adapter).	COMMENT
MEDIUM	…ine/turn_runner/test_stream_consumer_stage_snapshot.py	536	# The harness may append an ErrorEvent at the tail when a pending	COMMENT
MEDIUM⚡	…/turn_runner/test_compaction_and_history_stage_unit.py	400	# Agent.config.request_context_prompt unchanged by the stage; harness	COMMENT
MEDIUM	scripts/refresh_models_dev_snapshot.py	91	# worse than "unknown", and nuanced pricing is corrections-owned.	COMMENT
MEDIUM	src/opensquilla/cli/ensemble_cmd.py	149	# Config loading is a CLI concern; the eval harness owns provider coupling.	COMMENT
MEDIUM	src/opensquilla/cli/tui/opentui/surface.py	388	# The readiness sentinel is harness scaffolding (tmux drivers wait for	COMMENT
MEDIUM	src/opensquilla/contrib/codetask/types.py	25	# Dependency install / build / test harness could not be brought up, so	COMMENT
MEDIUM	src/opensquilla/contrib/swebench/patch.py	64	# Check for non-ASCII filename (git apply / harness can't handle these)	COMMENT
MEDIUM	src/opensquilla/contrib/swebench/evaluate.py	75	# The harness writes logs/ and evaluation_results/ into its cwd; keep	COMMENT
MEDIUM	src/opensquilla/contrib/swebench/workspace.py	70	# Default to harness format even if not found (will fail at start)	COMMENT
MEDIUM⚡	src/opensquilla/contrib/swebench/workspace.py	174	# commit out of the eval container. SWE-bench harness applies this for	COMMENT
MEDIUM	src/opensquilla/skills/meta/orchestrator.py	1099	# For other kinds, the test harness's outer dispatch handles them.	COMMENT
MEDIUM	…la/skills/bundled/skill-creator-linter/scripts/lint.py	29	# subprocess until we add it here; the in-process test harness avoids this	COMMENT
MEDIUM	src/opensquilla/engine/runtime.py	3126	# Same precedence as the harness catalog adapter: a	COMMENT
MEDIUM	src/opensquilla/engine/runtime.py	3259	# this preserves the harness's read-after-stream	COMMENT
MEDIUM	src/opensquilla/engine/runtime.py	3266	# Post-stage edge owned by the harness: flush remaining	COMMENT
MEDIUM	src/opensquilla/engine/runtime.py	5682	# Total savings is the comprehensive per-turn estimate used by	COMMENT
MEDIUM	src/opensquilla/engine/finalize_evidence_gate.py	203	# approval denials, harness-internal tool errors, cancellations, harness	COMMENT
MEDIUM	src/opensquilla/engine/finalize_evidence_gate.py	955	# Policy/approval denials, harness-internal tool errors, and	COMMENT
MEDIUM⚡	…pensquilla/engine/turn_runner/stream_consumer_stage.py	212	# PASSED IN by the harness -- references, not copies.	COMMENT
MEDIUM	…pensquilla/engine/turn_runner/stream_consumer_stage.py	549	# comprehensive score rejects for ensemble turns: the input-price	COMMENT
MEDIUM⚡	…ensquilla/engine/turn_runner/prompt_assembler_stage.py	80	# TurnRunner. The runtime adapters in ``harness.py`` bind these to the	COMMENT
MEDIUM	src/opensquilla/engine/turn_runner/context.py	89	# Populated by StreamConsumerStage. Written by the harness	COMMENT
MEDIUM	src/opensquilla/engine/turn_runner/context.py	99	# Populated by TurnFinalizerStage. Written by the harness	COMMENT
MEDIUM⚡	…opensquilla/engine/turn_runner/turn_finalizer_stage.py	403	# Cost-rollup result -- exposed for equivalence-harness pinning	COMMENT
MEDIUM	…opensquilla/engine/turn_runner/turn_finalizer_stage.py	481	# Heartbeat-normalized final text (the harness writes this onto	COMMENT
MEDIUM⚡	…squilla/engine/turn_runner/provider_and_tools_stage.py	39	# TurnRunner. The runtime adapters in ``harness.py`` bind these to the	COMMENT
MEDIUM⚡	…squilla/engine/turn_runner/provider_and_tools_stage.py	92	# the harness accumulates onto TurnContext)	COMMENT
MEDIUM	…squilla/engine/turn_runner/provider_and_tools_stage.py	184	# produces. The harness emits the turn_error trace + persists	COMMENT
MEDIUM⚡	…pensquilla/engine/turn_runner/agent_bootstrap_stage.py	300	# full TurnRunner. The runtime adapters in ``harness.py`` bind these to the	COMMENT
MEDIUM	src/opensquilla/gateway/boot.py	3657	# setattr (not direct assignment) so this is robust to uvicorn type stubs	COMMENT

Modern AI Meta-Vocabulary47 hits · 132 pts

Severity	File	Line	Snippet	Context
MEDIUM	CONTRIBUTORS.md	66	\| [@HuaXiawithMoon](https://github.com/HuaXiawithMoon) \| Kept `code-task` build scaffolding non-interactive by switching	CODE
MEDIUM⚡	tests/test_provider_model_catalog.py	370	# max_tokens cannot exceed the (smaller) local context window.	COMMENT
MEDIUM	tests/test_skills_default_prompt_contract.py	257	# The meta-orchestration guidance is part of the prompt only when meta	COMMENT
MEDIUM	…sts/test_contrib/test_codetask/test_codetask_status.py	102	# stuck/opaque scaffold (issue #470) names its likely cause.	COMMENT
MEDIUM⚡	…/test_contrib/test_codetask/test_codetask_workspace.py	86	# --- empty/unborn source repo: build mode scaffolding from scratch ---	COMMENT
MEDIUM⚡	tests/test_engine/test_routing_policy_stages.py	393	# 40% of the context window kicks in below the absolute c3 floor.	COMMENT
MEDIUM⚡	tests/test_gateway/test_agents_view_static.py	189	# Drawer scaffolding.	COMMENT
MEDIUM⚡	tests/test_gateway/test_agents_view_static.py	195	# Combobox scaffolding.	COMMENT
MEDIUM⚡	tests/test_gateway/test_chat_view_static.py	2998	# base look attribute-free. A documented CSS scaffold marks the extension	COMMENT
MEDIUM	tests/test_onboarding/test_flow_provider_verify.py	108	# The context window rides the label; a zero window keeps a bare id row;	COMMENT
MEDIUM	scripts/_gen_meta_short_drama.py	592	# __SHOT_ABSENT__, units like "10s", chain-of-thought text). A	COMMENT
MEDIUM	src/opensquilla/provider/openai.py	1537	# Keep the initial user task pinned. In long agentic coding loops, spending all remaining	COMMENT
MEDIUM	src/opensquilla/provider/model_catalog.py	719	# Clamp to context window. Some provider catalogs report a model's	COMMENT
MEDIUM	src/opensquilla/provider/model_catalog.py	720	# max_completion_tokens as almost the entire context window; using that	COMMENT
MEDIUM	src/opensquilla/provider/ollama.py	33	# Default to a context window large enough for real agent turns; callers can	COMMENT
MEDIUM	src/opensquilla/cli/tui/opentui/surface.py	388	# The readiness sentinel is harness scaffolding (tmux drivers wait for	COMMENT
MEDIUM	src/opensquilla/contrib/codetask/runner.py	50	# Appended to any scaffold-stage failure so a stuck/opaque bootstrap (issue	COMMENT
MEDIUM	src/opensquilla/contrib/codetask/runner.py	51	# #470) names its likely cause and the fix. The built-in scaffold shells out to	COMMENT
MEDIUM	src/opensquilla/contrib/codetask/runner.py	216	# From-scratch app build: no repo needed; we scaffold a workspace repo.	COMMENT
MEDIUM	src/opensquilla/contrib/codetask/runner.py	283	# From-scratch app build: scaffold into a DURABLE workspace repo so the	COMMENT
MEDIUM	src/opensquilla/contrib/codetask/runner.py	337	# 3. Build-from-scratch gets a runner-owned scaffold before the agent.	COMMENT
MEDIUM	…squilla/contrib/codetask/data/agent_config/config.toml	31	# Inter-session / multi-agent orchestration — single isolated run.	COMMENT
MEDIUM	…squilla/contrib/codetask/data/agent_config/config.toml	31	# Inter-session / multi-agent orchestration — single isolated run.	COMMENT
MEDIUM	…lla/contrib/swebench/data/container_config/config.toml	52	# Inter-session / multi-agent orchestration — single isolated run.	COMMENT
MEDIUM	…lla/contrib/swebench/data/container_config/config.toml	52	# Inter-session / multi-agent orchestration — single isolated run.	COMMENT
MEDIUM⚡	…ensquilla/squilla_router/self_learning/orchestrator.py	347	except Exception as exc: # pragma: no cover — orchestration must not raise	CODE
MEDIUM	src/opensquilla/skills/types.py	108	# Optional meta-skill pre-flight request scaffold. Surfaces use this	COMMENT
MEDIUM	src/opensquilla/skills/creator/proposer.py	285	# reasoning models (deepseek-v4-flash) the chain-of-thought is counted	COMMENT
MEDIUM	src/opensquilla/skills/creator/proposer.py	481	# LLM cannot hallucinate field names such as ``execution_sequence`` or	COMMENT
MEDIUM	src/opensquilla/skills/meta/types.py	219	# Optional request scaffold used by the P0-2 pre-flight preview	COMMENT
MEDIUM	src/opensquilla/skills/meta/orchestrator.py	1100	# Production orchestration uses its existing inline builders.	COMMENT
MEDIUM	…c/opensquilla/skills/bundled/meta-short-drama/SKILL.md	1175	# __SHOT_ABSENT__, units like "10s", chain-of-thought text). A	COMMENT
MEDIUM	…c/opensquilla/skills/bundled/meta-short-drama/SKILL.md	1237	# __SHOT_ABSENT__, units like "10s", chain-of-thought text). A	COMMENT
MEDIUM	…c/opensquilla/skills/bundled/meta-short-drama/SKILL.md	1299	# __SHOT_ABSENT__, units like "10s", chain-of-thought text). A	COMMENT
MEDIUM	…c/opensquilla/skills/bundled/meta-short-drama/SKILL.md	1361	# __SHOT_ABSENT__, units like "10s", chain-of-thought text). A	COMMENT
MEDIUM	…c/opensquilla/skills/bundled/meta-short-drama/SKILL.md	1423	# __SHOT_ABSENT__, units like "10s", chain-of-thought text). A	COMMENT
MEDIUM	…c/opensquilla/skills/bundled/meta-short-drama/SKILL.md	1485	# __SHOT_ABSENT__, units like "10s", chain-of-thought text). A	COMMENT
MEDIUM	…c/opensquilla/skills/bundled/meta-short-drama/SKILL.md	1547	# __SHOT_ABSENT__, units like "10s", chain-of-thought text). A	COMMENT
MEDIUM	…c/opensquilla/skills/bundled/meta-short-drama/SKILL.md	1609	# __SHOT_ABSENT__, units like "10s", chain-of-thought text). A	COMMENT
MEDIUM	…c/opensquilla/skills/bundled/meta-short-drama/SKILL.md	1671	# __SHOT_ABSENT__, units like "10s", chain-of-thought text). A	COMMENT
MEDIUM	…c/opensquilla/skills/bundled/meta-short-drama/SKILL.md	1733	# __SHOT_ABSENT__, units like "10s", chain-of-thought text). A	COMMENT
MEDIUM	…uilla/skills/bundled/meta-kid-project-planner/SKILL.md	959	## Composition philosophy — multi-skill bundled orchestration	COMMENT
MEDIUM	src/opensquilla/engine/steps/meta_resolution.py	62	# forced tool call. Then T2 carries follow-up details ("我想写 RAG…")	COMMENT
MEDIUM	src/opensquilla/engine/turn_runner/harness.py	423	# Explicit config override for the model context window. Zero (the	COMMENT
MEDIUM⚡	src/opensquilla/gateway/boot.py	2937	# ── TurnRunner (shared agent orchestration layer) ────────────────	COMMENT
MEDIUM	src/opensquilla/session/models.py	156	# Agent id for multi-agent support	COMMENT
MEDIUM	src/opensquilla/session/compaction.py	353	# still fits the context window. The default token-budget path retains its	COMMENT

Magic Placeholder Names23 hits · 122 pts

Severity	File	Line	Snippet	Context
HIGH	tests/test_health/test_model.py	69	command="opensquilla providers configure openrouter --api-key YOUR_API_KEY",	CODE
HIGH⚡	tests/test_health/test_evaluator.py	216	assert "opensquilla providers configure zhipu --api-key YOUR_API_KEY" in commands	CODE
HIGH⚡	tests/test_health/test_evaluator.py	217	assert "opensquilla providers configure zai --api-key YOUR_API_KEY" not in commands	CODE
HIGH	tests/test_health/test_evaluator.py	183	"opensquilla providers configure zhipu --api-key YOUR_API_KEY"	CODE
HIGH	tests/test_health/test_evaluator.py	273	"opensquilla providers configure openrouter --api-key YOUR_API_KEY"	CODE
HIGH	tests/test_health/test_evaluator.py	363	"opensquilla providers configure openrouter --api-key YOUR_API_KEY",	CODE
HIGH	tests/test_health/test_evaluator.py	908	"opensquilla configure image-generation --image-provider openai --api-key YOUR_API_KEY",	CODE
HIGH	tests/test_health/test_evaluator.py	981	"opensquilla configure image-generation --image-provider openai --api-key YOUR_API_KEY"	CODE
HIGH	tests/test_health/test_recovery_commands.py	26	"YOUR_API_KEY": "dummy-key",	CODE
HIGH⚡	tests/test_cli/test_doctor_cmd.py	385	assert commands == ["opensquilla providers configure openrouter --api-key YOUR_API_KEY"]	CODE
HIGH	tests/test_cli/test_doctor_cmd.py	38	"--api-key YOUR_API_KEY"	CODE
HIGH	tests/test_cli/test_doctor_cmd.py	185	"opensquilla providers configure openrouter --api-key YOUR_API_KEY "	CODE
HIGH	tests/test_cli/test_doctor_cmd.py	214	"opensquilla providers configure openrouter --api-key YOUR_API_KEY "	CODE
HIGH	tests/test_cli/test_doctor_cmd.py	236	"opensquilla providers configure openrouter --api-key YOUR_API_KEY "	CODE
HIGH	tests/test_cli/test_doctor_cmd.py	531	"opensquilla providers configure openrouter --api-key YOUR_API_KEY "	CODE
HIGH	tests/test_cli/test_doctor_cmd.py	576	"--search-provider brave --api-key YOUR_API_KEY"	CODE
HIGH	tests/test_cli/test_doctor_cmd.py	659	"--image-provider openai --api-key YOUR_API_KEY"	CODE
HIGH	tests/test_cli/test_doctor_cmd.py	675	"opensquilla providers configure openrouter --api-key YOUR_API_KEY"	CODE
HIGH	tests/test_cli/test_doctor_cmd.py	756	"--image-provider openai --api-key YOUR_API_KEY"	CODE
HIGH	tests/test_cli/test_doctor_cmd.py	808	"--image-provider openai --api-key YOUR_API_KEY"	CODE
HIGH	tests/test_gateway/test_rpc_doctor.py	186	"opensquilla providers configure openrouter --api-key YOUR_API_KEY "	CODE
HIGH	src/opensquilla/health/evaluator.py	21	_API_KEY_PLACEHOLDER = "YOUR_API_KEY"	CODE
HIGH	src/opensquilla/cli/doctor_cmd.py	24	_API_KEY_PLACEHOLDER = "YOUR_API_KEY"	CODE

Cross-File Repetition18 hits · 90 pts

Severity	File	Snippet	Context
HIGH	tests/test_memory_vector_normalization.py	insert or replace into chunks (id, path, source, start_line, end_line, hash, model, text, embedding, updated_at) values	STRING
HIGH	tests/test_memory_store_keyword_fallback.py	insert or replace into chunks (id, path, source, start_line, end_line, hash, model, text, embedding, updated_at) values	STRING
HIGH	src/opensquilla/memory/store.py	insert or replace into chunks (id, path, source, start_line, end_line, hash, model, text, embedding, updated_at) values	STRING
HIGH	tests/test_skills/test_meta_skill_proposals.py	--- name: synth-test-pipeline description: "sample synthetic pipeline for runtime e2e tests" kind: meta meta_priority: 5	STRING
HIGH	tests/test_skills/test_proposals_lib.py	--- name: synth-test-pipeline description: "sample synthetic pipeline for runtime e2e tests" kind: meta meta_priority: 5	STRING
HIGH	tests/test_skills/test_runtime_e2e_gate.py	--- name: synth-test-pipeline description: "sample synthetic pipeline for runtime e2e tests" kind: meta meta_priority: 5	STRING
HIGH	tests/test_ci/test_migration_v016.py	insert into meta_skill_runs ( run_id, meta_skill_name, meta_skill_digest, plan_snapshot_json, triggered_by, status, star	STRING
HIGH	tests/test_ci/test_migration_v014.py	insert into meta_skill_runs ( run_id, meta_skill_name, meta_skill_digest, plan_snapshot_json, triggered_by, status, star	STRING
HIGH	tests/test_ci/test_migration_v011.py	insert into meta_skill_runs ( run_id, meta_skill_name, meta_skill_digest, plan_snapshot_json, triggered_by, status, star	STRING
HIGH	tests/test_ci/test_migration_v014.py	insert into meta_skill_run_steps ( run_id, step_id, step_kind, declared_skill, effective_skill, status, started_at_ms, r	STRING
HIGH	tests/test_ci/test_migration_v011.py	insert into meta_skill_run_steps ( run_id, step_id, step_kind, declared_skill, effective_skill, status, started_at_ms, r	STRING
HIGH	src/opensquilla/persistence/meta_run_writer.py	insert into meta_skill_run_steps ( run_id, step_id, step_kind, declared_skill, effective_skill, status, started_at_ms, r	STRING
HIGH	src/opensquilla/provider/openai_responses.py	list available models. by default any auth/transport failure degrades to an empty list (the historical contract every ru	STRING
HIGH	src/opensquilla/provider/openai.py	list available models. by default any auth/transport failure degrades to an empty list (the historical contract every ru	STRING
HIGH	src/opensquilla/provider/ollama.py	list available models. by default any auth/transport failure degrades to an empty list (the historical contract every ru	STRING
HIGH	src/opensquilla/provider/openai.py	model id this provider was configured with. public so callers (e.g. derived-cache key construction) can identify the und	STRING
HIGH	src/opensquilla/provider/anthropic.py	model id this provider was configured with. public so callers (e.g. derived-cache key construction) can identify the und	STRING
HIGH	src/opensquilla/provider/ollama.py	model id this provider was configured with. public so callers (e.g. derived-cache key construction) can identify the und	STRING

Dead Code51 hits · 88 pts

Severity	File	Line	Context
MEDIUM	tests/test_meta_skill_run_announce.py	64	CODE
MEDIUM	tests/test_meta_skill_step_events.py	58	CODE
MEDIUM	tests/test_meta_skill_step_events.py	426	CODE
MEDIUM	tests/unit/cli/tui/test_opentui_notice_capture.py	162	CODE
MEDIUM	tests/unit/cli/repl/test_slash_adapter.py	68	CODE
MEDIUM	tests/test_channels/test_feishu_send_file.py	312	CODE
MEDIUM	tests/test_channels/test_channel_attachment_metadata.py	266	CODE
MEDIUM	tests/test_cli/test_chat_cmd.py	1940	CODE
MEDIUM	tests/test_cli/test_chat_cmd.py	1971	CODE
MEDIUM	…sts/test_skills/test_meta_travel_planner_direct_e2e.py	37	CODE
MEDIUM	tests/test_skills/test_meta_router_live.py	118	CODE
MEDIUM	tests/test_skills/test_meta_router_accuracy.py	122	CODE
MEDIUM	tests/test_skills/test_meta_router_accuracy.py	170	CODE
MEDIUM	tests/test_skills/test_meta_resume.py	113	CODE
MEDIUM	tests/test_skills/test_meta_dsl_extensions.py	72	CODE
MEDIUM	tests/test_skills/test_meta_dsl_extensions.py	133	CODE
MEDIUM	tests/test_skills/test_meta_dsl_extensions.py	187	CODE
MEDIUM	tests/test_skills/test_meta_dsl_extensions.py	226	CODE
MEDIUM	tests/test_skills/test_meta_dsl_extensions.py	277	CODE
MEDIUM	tests/test_skills/test_meta_dsl_extensions.py	334	CODE
MEDIUM	tests/test_skills/test_meta_paused_scheduler.py	45	CODE
MEDIUM	tests/test_skills/test_meta_paused_scheduler.py	154	CODE
MEDIUM	tests/test_skills/test_meta_paused_scheduler.py	219	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	1875	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	1919	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	1966	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	2013	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	2046	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	2095	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	2141	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	2196	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	2242	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	2340	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	2790	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	2840	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	2877	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	3076	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	3116	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	3196	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	3512	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	3574	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	3699	CODE
MEDIUM	tests/test_skills/test_meta_mvp.py	3744	CODE
MEDIUM	tests/test_engine/test_vision_followup_gate.py	69	CODE
MEDIUM	tests/test_engine/test_provider_history_dedup.py	39	CODE
MEDIUM	tests/test_engine/test_agent_llm_budget.py	3158	CODE
MEDIUM	tests/test_engine/test_meta_launch_marker.py	37	CODE
MEDIUM	…ts/test_engine/test_provider_context_block_feedback.py	47	CODE
MEDIUM	…t_engine/turn_runner/test_attachment_stage_snapshot.py	107	CODE
MEDIUM	tests/test_onboarding/test_provider_probe.py	142	CODE
MEDIUM	…la/skills/bundled/skill-creator-linter/scripts/lint.py	188	CODE

AI Structural Patterns92 hits · 78 pts

Severity	File	Line	Context
LOW	tests/test_skills/test_meta_mvp.py	43	CODE
LOW	tests/test_engine/test_t3_upgrade_compaction.py	234	CODE
LOW	…ne/turn_runner/test_prompt_assembler_stage_snapshot.py	194	CODE
LOW	…ine/turn_runner/test_agent_bootstrap_stage_snapshot.py	243	CODE
LOW	…t_engine/turn_runner/test_turn_finalizer_stage_unit.py	175	CODE
LOW	…_engine/turn_runner/test_agent_bootstrap_stage_unit.py	181	CODE
LOW	…engine/turn_runner/test_prompt_assembler_stage_unit.py	203	CODE
LOW	tests/test_gateway/test_rpc_sessions.py	152	CODE
LOW	scripts/live_meta_skill_creator_e2e.py	47	CODE
LOW	scripts/experiments/analyze_tool_compression.py	953	CODE
LOW	src/opensquilla/result_budget.py	159	CODE
LOW	src/opensquilla/tools/registry.py	391	CODE
LOW	src/opensquilla/tools/registry.py	420	CODE
LOW	src/opensquilla/tools/registry.py	449	CODE
LOW	src/opensquilla/tools/rpc_payload.py	49	CODE
LOW	src/opensquilla/tools/rpc_payload.py	86	CODE
LOW	src/opensquilla/tools/builtin/media.py	1852	CODE
LOW	src/opensquilla/tools/builtin/media.py	1961	CODE
LOW	src/opensquilla/tools/builtin/web.py	768	CODE
LOW	src/opensquilla/tools/builtin/web.py	1076	CODE
LOW	src/opensquilla/tools/builtin/admin.py	270	CODE
LOW	src/opensquilla/tools/builtin/admin.py	40	CODE
LOW	src/opensquilla/tools/builtin/tool_results.py	476	CODE
LOW	src/opensquilla/memory/session_flush.py	1961	CODE
LOW	src/opensquilla/memory/session_flush.py	2219	CODE
LOW	src/opensquilla/memory/retrieval.py	160	CODE
LOW	src/opensquilla/identity/prompt.py	22	CODE
LOW	src/opensquilla/provider/registry.py	123	CODE
LOW	src/opensquilla/provider/trace_recorder.py	114	CODE
LOW	src/opensquilla/provider/openai.py	2116	CODE
LOW	src/opensquilla/provider/ensemble.py	495	CODE
LOW	src/opensquilla/scheduler/handlers.py	496	CODE
LOW	src/opensquilla/scheduler/ops.py	126	CODE
LOW	src/opensquilla/scheduler/engine.py	112	CODE
LOW	src/opensquilla/agents/registry.py	50	CODE
LOW	src/opensquilla/cli/codetask_cmd.py	152	CODE
LOW	src/opensquilla/cli/agent_cmd.py	120	CODE
LOW	src/opensquilla/cli/agent_cmd.py	724	CODE
LOW	src/opensquilla/cli/migrate_cmd.py	279	CODE
LOW	src/opensquilla/cli/migrate_cmd.py	847	CODE
LOW	src/opensquilla/cli/migrate_cmd.py	1001	CODE
LOW	src/opensquilla/cli/migrate_cmd.py	1098	CODE
LOW	src/opensquilla/cli/swebench_cmd.py	112	CODE
LOW	src/opensquilla/cli/gateway_lifecycle.py	445	CODE
LOW	src/opensquilla/cli/uninstall_cmd.py	38	CODE
LOW	src/opensquilla/cli/search_cmd.py	119	CODE
LOW	src/opensquilla/cli/search_cmd.py	416	CODE
LOW	src/opensquilla/cli/cron_cmd.py	433	CODE
LOW	src/opensquilla/cli/cron_cmd.py	676	CODE
LOW	src/opensquilla/cli/memory_flush_cmd.py	193	CODE
LOW	src/opensquilla/cli/memory_flush_cmd.py	294	CODE
LOW	src/opensquilla/cli/ensemble_cmd.py	114	CODE
LOW	src/opensquilla/cli/recovery_cmd.py	448	CODE
LOW	src/opensquilla/cli/main.py	903	CODE
LOW	src/opensquilla/cli/onboard_cmd.py	494	CODE
LOW	src/opensquilla/cli/onboard_cmd.py	1347	CODE
LOW	src/opensquilla/cli/chat/turn_stream.py	154	CODE
LOW	…c/opensquilla/cli/tui/adapters/turn_stream_defaults.py	111	CODE
LOW	src/opensquilla/cli/tui/adapters/runtime_bridge.py	379	CODE
LOW	src/opensquilla/observability/trace.py	60	CODE
32 more matches not shown…

Fake / Example Data52 hits · 53 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_health/test_recovery_commands.py	26	"YOUR_API_KEY": "dummy-key",	CODE
LOW	tests/unit/cli/tui/test_opentui_surface.py	330	"placeholder": "send a message",	CODE
LOW	tests/test_cli/test_models_probe.py	41	api_key = "sk-test-dummy-key"	STRING
LOW	tests/test_cli/test_models_probe.py	237	api_key = "sk-test-dummy-key"	STRING
LOW	tests/test_cli/test_models_probe.py	285	api_key = "sk-test-dummy-key"	STRING
LOW	tests/test_skills/test_history_explorer.py	53	assert "no history" in out["placeholder"].lower()	CODE
LOW⚡	tests/test_engine/test_agent_llm_budget.py	3511	big_output = ("synthetic log line: lorem ipsum dolor sit amet 0123456789\n" * 700)[:40_000]	CODE
LOW⚡	tests/test_engine/test_agent_llm_budget.py	3511	big_output = ("synthetic log line: lorem ipsum dolor sit amet 0123456789\n" * 700)[:40_000]	CODE
LOW⚡	tests/test_onboarding/test_channel_specs.py	218	assert fields["app_secret"]["placeholder"]	CODE
LOW	tests/test_onboarding/test_channel_specs.py	329	"text": "dummy-value",	CODE
LOW	opensquilla-webui/e2e/toasts.spec.ts	62	await expect(textarea).toHaveAttribute('placeholder', 'Assign a task or ask anything')	CODE
LOW	opensquilla-webui/e2e/toasts.spec.ts	63	const placeholder = await textarea.getAttribute('placeholder')	CODE
LOW	opensquilla-webui/src/locales/ja.json	883	"placeholder": "セッションを検索…",	CODE
LOW	opensquilla-webui/src/locales/ja.json	926	"placeholder": "新しいタスクを開始…",	CODE
LOW	opensquilla-webui/src/locales/ja.json	1807	"placeholder": "メッセージを送信...",	CODE
LOW	opensquilla-webui/src/locales/ja.json	2144	"placeholder": "ページ、アクション、会話を検索…",	CODE
LOW	opensquilla-webui/src/locales/de.json	883	"placeholder": "Sitzungen durchsuchen…",	CODE
LOW	opensquilla-webui/src/locales/de.json	926	"placeholder": "Eine neue Aufgabe starten…",	CODE
LOW	opensquilla-webui/src/locales/de.json	1807	"placeholder": "Eine Nachricht senden...",	CODE
LOW	opensquilla-webui/src/locales/de.json	2144	"placeholder": "Seiten, Aktionen und Unterhaltungen durchsuchen…",	CODE
LOW	opensquilla-webui/src/locales/en.json	883	"placeholder": "Search sessions…",	CODE
LOW	opensquilla-webui/src/locales/en.json	926	"placeholder": "Start a new task…",	CODE
LOW	opensquilla-webui/src/locales/en.json	1807	"placeholder": "Send a message...",	CODE
LOW	opensquilla-webui/src/locales/en.json	2144	"placeholder": "Search pages, actions, and conversations…",	CODE
LOW	opensquilla-webui/src/locales/zh-Hans.json	883	"placeholder": "搜索会话…",	CODE
LOW	opensquilla-webui/src/locales/zh-Hans.json	926	"placeholder": "开始一项新任务…",	CODE
LOW	opensquilla-webui/src/locales/zh-Hans.json	1807	"placeholder": "发送消息……",	CODE
LOW	opensquilla-webui/src/locales/zh-Hans.json	2144	"placeholder": "搜索页面、操作和会话…",	CODE
LOW	opensquilla-webui/src/locales/fr.json	883	"placeholder": "Rechercher des sessions…",	CODE
LOW	opensquilla-webui/src/locales/fr.json	926	"placeholder": "Démarrer une nouvelle tâche…",	CODE
LOW	opensquilla-webui/src/locales/fr.json	1807	"placeholder": "Envoyer un message...",	CODE
LOW	opensquilla-webui/src/locales/fr.json	2144	"placeholder": "Rechercher des pages, des actions et des conversations…",	CODE
LOW	opensquilla-webui/src/locales/es.json	883	"placeholder": "Buscar sesiones…",	CODE
LOW	opensquilla-webui/src/locales/es.json	926	"placeholder": "Inicia una nueva tarea…",	CODE
LOW	opensquilla-webui/src/locales/es.json	1807	"placeholder": "Envía un mensaje...",	CODE
LOW	opensquilla-webui/src/locales/es.json	2144	"placeholder": "Buscar páginas, acciones y conversaciones…",	CODE
LOW	opensquilla-webui/src/components/SetupField.vue	39	:placeholder="placeholder"	CODE
LOW	opensquilla-webui/src/components/chat/ChatComposer.vue	36	:placeholder="placeholder"	CODE
LOW	scripts/compare_meta_skill_openclaw.py	128	r"placeholder",	CODE
LOW	…lla/skills/bundled/history-explorer/scripts/explore.py	166	result["placeholder"] = "no history available; downstream should rely on user intent only"	CODE
LOW	src/opensquilla/skills/bundled/docx/SKILL.md	103	{"op": "replace_text", "find": "{{CLIENT}}", "with": "Acme Corp"}	CODE
LOW	…skills/bundled/html-coder/references/add-javascript.md	339	data-user-name="John Doe"	CODE
LOW	…skills/bundled/html-coder/references/add-javascript.md	349	console.log(btn.dataset.userName); // "John Doe"	CODE
LOW	…lls/bundled/html-coder/references/global-attributes.md	135	data-author="John Doe"	CODE
LOW	…lls/bundled/html-coder/references/global-attributes.md	661	data-author="John Doe"	CODE
LOW	src/opensquilla/onboarding/channel_specs.py	440	"placeholder": f.placeholder,	CODE
LOW⚡	src/opensquilla/gateway/channel_dispatch.py	1803	"placeholder": placeholder,	CODE
LOW⚡	src/opensquilla/gateway/channel_dispatch.py	1810	"placeholder": placeholder,	CODE
LOW⚡	src/opensquilla/gateway/channel_dispatch.py	1819	"placeholder": placeholder,	CODE
LOW	src/opensquilla/gateway/static/js/views/chat.js	2613	if (_textarea.getAttribute('placeholder') !== want) {	CODE
LOW	src/opensquilla/gateway/static/js/views/chat.js	2614	_textarea.setAttribute('placeholder', want);	CODE
LOW	src/opensquilla/channels/stream_policy.py	52	if override in {"typing_final", "typing", "typing_indicator", "placeholder"}:	CODE

Structural Annotation Overuse27 hits · 39 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/test_skills/test_meta_skill_accept.py	43	# Step 1: write proposal (eligible)	STRING
LOW	tests/test_skills/test_meta_skill_accept.py	54	# Step 2: accept	STRING
LOW	tests/test_skills/test_meta_skill_accept.py	66	# Step 3: loader picks it up via MANAGED layer	STRING
LOW	src/opensquilla/scheduler/timer.py	69	# Step 1: clear stale RUNNING jobs	COMMENT
LOW	src/opensquilla/scheduler/timer.py	80	# Step 2: collect missed jobs	COMMENT
LOW	src/opensquilla/scheduler/timer.py	91	# Step 3: first max_catchup jobs — run with stagger	COMMENT
LOW	src/opensquilla/scheduler/timer.py	122	# Step 4: fast-forward remaining (except AT one-shots). Delegates to	COMMENT
LOW⚡	src/opensquilla/skills/meta/orchestrator.py	1611	# Step 1: schema-declared defaults form the baseline.	COMMENT
LOW⚡	src/opensquilla/skills/meta/orchestrator.py	1620	# Step 2: user-supplied values win over defaults (and unknown keys	COMMENT
LOW	src/opensquilla/skills/bundled/skill-creator/SKILL.md	227	### Step 1: Understanding the Skill with Concrete Examples	COMMENT
LOW	src/opensquilla/skills/bundled/skill-creator/SKILL.md	244	### Step 2: Planning the Reusable Skill Contents	COMMENT
LOW	src/opensquilla/skills/bundled/skill-creator/SKILL.md	268	### Step 3: Initializing the Skill	COMMENT
LOW	src/opensquilla/skills/bundled/skill-creator/SKILL.md	306	### Step 4: Edit the Skill	COMMENT
LOW	src/opensquilla/skills/bundled/skill-creator/SKILL.md	347	### Step 5: Packaging a Skill	COMMENT
LOW	src/opensquilla/skills/bundled/skill-creator/SKILL.md	375	### Step 6: Iterate	COMMENT
LOW	…ensquilla/skills/bundled/pptx/scripts/render_thumbs.sh	92	# Step 1: pptx -> pdf	COMMENT
LOW	…ensquilla/skills/bundled/pptx/scripts/render_thumbs.sh	105	# Step 2: pdf -> per-page jpg	COMMENT
LOW⚡	src/opensquilla/gateway/rpc_config.py	980	# Step 2: carry forward boot-generated secrets the disk cannot restore.	COMMENT
LOW	src/opensquilla/gateway/rpc_config.py	991	# Step 3: selector sync on the candidate BEFORE the in-place swap.	COMMENT
LOW	src/opensquilla/gateway/rpc_config.py	1002	# Step 4: swap values + runtime-secret markers into the live config.	COMMENT
LOW⚡	src/opensquilla/gateway/websocket.py	559	# Step 1: Send connect.challenge	COMMENT
LOW⚡	src/opensquilla/gateway/websocket.py	566	# Step 2: Pre-auth timeout — client must send connect request	COMMENT
LOW	src/opensquilla/gateway/websocket.py	577	# Step 3: Parse the connect request	COMMENT
LOW	src/opensquilla/gateway/websocket.py	601	# Step 4: Resolve auth via server-side ScopeResolver	COMMENT
LOW	src/opensquilla/gateway/websocket.py	619	# Step 5: Negotiate protocol version	COMMENT
LOW	src/opensquilla/gateway/websocket.py	633	# Step 6: Send HelloOk	COMMENT
LOW	src/opensquilla/gateway/websocket.py	679	# Step 7: Main message loop	COMMENT

Verbosity Indicators21 hits · 30 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/test_skills/test_meta_skill_accept.py	43	# Step 1: write proposal (eligible)	STRING
LOW	tests/test_skills/test_meta_skill_accept.py	54	# Step 2: accept	STRING
LOW	tests/test_skills/test_meta_skill_accept.py	66	# Step 3: loader picks it up via MANAGED layer	STRING
LOW	src/opensquilla/scheduler/timer.py	69	# Step 1: clear stale RUNNING jobs	COMMENT
LOW	src/opensquilla/scheduler/timer.py	80	# Step 2: collect missed jobs	COMMENT
LOW	src/opensquilla/scheduler/timer.py	91	# Step 3: first max_catchup jobs — run with stagger	COMMENT
LOW	src/opensquilla/scheduler/timer.py	122	# Step 4: fast-forward remaining (except AT one-shots). Delegates to	COMMENT
LOW⚡	src/opensquilla/skills/meta/orchestrator.py	1611	# Step 1: schema-declared defaults form the baseline.	COMMENT
LOW⚡	src/opensquilla/skills/meta/orchestrator.py	1620	# Step 2: user-supplied values win over defaults (and unknown keys	COMMENT
LOW	…ensquilla/skills/bundled/pptx/scripts/render_thumbs.sh	92	# Step 1: pptx -> pdf	COMMENT
LOW	…ensquilla/skills/bundled/pptx/scripts/render_thumbs.sh	105	# Step 2: pdf -> per-page jpg	COMMENT
LOW⚡	src/opensquilla/gateway/rpc_config.py	980	# Step 2: carry forward boot-generated secrets the disk cannot restore.	COMMENT
LOW	src/opensquilla/gateway/rpc_config.py	991	# Step 3: selector sync on the candidate BEFORE the in-place swap.	COMMENT
LOW	src/opensquilla/gateway/rpc_config.py	1002	# Step 4: swap values + runtime-secret markers into the live config.	COMMENT
LOW⚡	src/opensquilla/gateway/websocket.py	559	# Step 1: Send connect.challenge	COMMENT
LOW⚡	src/opensquilla/gateway/websocket.py	566	# Step 2: Pre-auth timeout — client must send connect request	COMMENT
LOW	src/opensquilla/gateway/websocket.py	577	# Step 3: Parse the connect request	COMMENT
LOW	src/opensquilla/gateway/websocket.py	601	# Step 4: Resolve auth via server-side ScopeResolver	COMMENT
LOW	src/opensquilla/gateway/websocket.py	619	# Step 5: Negotiate protocol version	COMMENT
LOW	src/opensquilla/gateway/websocket.py	633	# Step 6: Send HelloOk	COMMENT
LOW	src/opensquilla/gateway/websocket.py	679	# Step 7: Main message loop	COMMENT

Docstring Block Structure2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/_gen_meta_short_drama.py	15	--- name: meta-short-drama description: "Use this meta-skill instead of answering directly when the current user asks to	STRING
HIGH	…lla/skills/bundled/skill-creator/scripts/init_skill.py	256	Initialize a new skill directory with template SKILL.md. Args: skill_name: Name of the skill p	STRING

Self-Referential Comments3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/opensquilla/recovery/cleanup.py	936	# Creating the persistent compatibility lock changes only its	COMMENT
MEDIUM	src/opensquilla/engine/subagent.py	141	# Create a dummy completed task as placeholder	COMMENT
MEDIUM	src/opensquilla/session/manager.py	569	# Create the file owner-only (0600) so the raw transcript is never	COMMENT

Redundant / Tautological Comments5 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_readme_links.py	56	# Check if file exists at repo root	COMMENT
LOW	src/opensquilla/memory/store.py	684	# Check if file changed	COMMENT
LOW	src/opensquilla/contrib/swebench/patch.py	57	# Check if this file should be removed	COMMENT
LOW	…lla/skills/bundled/skill-creator/scripts/init_skill.py	271	# Check if directory already exists	COMMENT
LOW	…pensquilla/skills/bundled/web-search/scripts/search.py	564	# Output results	STRING

Overly Generic Function Names2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_tools/test_source_edit_tools.py	334	"def helper(value):\n"	CODE
LOW	tests/test_tools/test_source_edit_tools.py	349	"preview": "def helper(value):",	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…ensquilla/skills/bundled/pptx/scripts/render_thumbs.sh	7	# Usage:	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings