2.0

Adjusted Signal

2.0

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

267.7K

Stars

TypeScript

Language

2.3M

Lines of Code

18.5K

Files

2.8K

Pattern Hits

2026-10-31

Scan Date

0.01

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 5.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2389 finding(s).

Hallucinated Dependency & Supply Chain Risk 4.2/100 · LOW

Are imports declared and package/API names verified? 308 finding(s).

Agent Over-Engineering Ratio 2.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1166 finding(s).

PR Review Velocity Impact 9.8/100 · LOW

Which changes need focused human review? 2756 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 161HIGH 41MEDIUM 111LOW 2443

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 2756 distinct pattern matches across 18 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hallucination Indicators161 hits · 1690 pts

Severity	File	Line	Snippet	Context
CRITICAL	…experimental/client-ui-forge/tests/states.host.spec.ts	126	expect(f.sources.watch.mock.calls.map(([target]) => target.number)).toEqual([7, 8])	CODE
CRITICAL	…experimental/client-ui-forge/tests/states.host.spec.ts	139	expect(f.sources.watch.mock.calls.map(([target]) => target.number)).toEqual([7, 8])	CODE
CRITICAL	…ntal/client-ui-forge/tests/changes-tab.client.spec.tsx	421	expect(m.faces.localDiff.mock.calls.map(([scope]) => scope.kind)).toEqual(['branch', 'staged', 'unstaged', 'uncommit	CODE
CRITICAL	…imental/liveshare/tests/owner-share-operations.spec.ts	362	expect(h.tunnel.send.mock.calls.map(call => call[0].type)).toEqual(['remove-share', 'add-share'])	CODE
CRITICAL	…imental/liveshare/tests/owner-share-operations.spec.ts	399	expect(h.tunnel.send.mock.calls.map(call => call[0].type)).toEqual(['remove-share', 'add-share'])	CODE
CRITICAL	packages/experimental/cua/tests/api.spec.ts	63	const emitted = f.sink.text.mock.calls.map(([text]): unknown => JSON.parse(text))	CODE
CRITICAL	packages/experimental/cua/tests/api.spec.ts	249	expect(f.sink.text.mock.calls.map(([text]) => text)).toEqual(['Tree 1', 'Tree 2', 'Tree 3'])	CODE
CRITICAL	…tal/cua-macos/native/tests/blender_keyboard_fixture.py	97	keymap = bpy.context.window_manager.keyconfigs.active.keymaps.get("Text")	CODE
CRITICAL	…/core/agent-loop/tests/system-prompt-admission.spec.ts	138	const seq = h.agent.session.surface.nodes.find(seq => h.agent.session.eventAt(seq)?.type === 'user/message')!	CODE
CRITICAL	…/core/agent-loop/tests/system-prompt-admission.spec.ts	272	const seq = h.agent.session.surface.nodes.findLast(node => h.agent.session.eventAt(node)?.type === 'user/message')!	CODE
CRITICAL	packages/core/agent-loop/src/agent.ts	588	const maxParallelToolCalls = this.loopCtx.agentLoop.config.maxParallelToolCalls.get()	CODE
CRITICAL	…sions/cordis-host-runner/tests/sandbox-context.spec.ts	74	// `ctx.systemPrompt.ctx.root.tools.register(…)` would escape the façade; service-return	COMMENT
CRITICAL	…sions/cordis-host-runner/tests/sandbox-context.spec.ts	84	ctx.systemPrompt.ctx.root.tools.register({	CODE
CRITICAL	…es/api/session-controller/tests/manager.client.spec.ts	871	expect(remote.subagents.prompt.mock.calls.map(([request]) => request)).toEqual([	CODE
CRITICAL⚡	…es/api/session-controller/tests/manager.client.spec.ts	882	expect(remote.session.prompt.mock.calls.map(([request]) => request)).toEqual([])	CODE
CRITICAL⚡	…es/api/session-controller/tests/manager.client.spec.ts	883	const listCalls = remote.session.projections.mock.calls.map(([request]) => request).length	CODE
CRITICAL⚡	…es/api/session-controller/tests/manager.client.spec.ts	888	expect(remote.session.projections.mock.calls.map(([request]) => request)).toHaveLength(listCalls)	CODE
CRITICAL	…es/api/session-controller/tests/manager.client.spec.ts	934	expect(remote.session.projections.mock.calls.map(([request]) => request)).toEqual([])	CODE
CRITICAL	…es/api/session-controller/tests/manager.client.spec.ts	1017	expect(remote.session.projections.mock.calls.map(([request]) => request)).toHaveLength(1)	CODE
CRITICAL	…es/api/session-controller/tests/manager.client.spec.ts	1049	expect(remote.session.projections.mock.calls.map(([request]) => request)).toHaveLength(1)	CODE
CRITICAL	…es/api/session-controller/tests/manager.client.spec.ts	1097	expect(remote.session.projections.mock.calls.map(([request]) => request)).toHaveLength(1)	CODE
CRITICAL	…es/api/session-controller/tests/manager.client.spec.ts	1114	expect(remote.session.projections.mock.calls.map(([request]) => request)).toHaveLength(1)	CODE
CRITICAL	…es/api/session-controller/tests/manager.client.spec.ts	1155	expect(remote.session.projections.mock.calls.map(([request]) => request)).toHaveLength(1)	CODE
CRITICAL	…es/api/session-controller/tests/manager.client.spec.ts	1508	const reads = remote.session.projections.mock.calls.map(([request]) => request).length	CODE
CRITICAL	…es/api/session-controller/tests/manager.client.spec.ts	1517	expect(remote.session.projections.mock.calls.map(([request]) => request)).toHaveLength(reads + 1)	CODE
CRITICAL	…es/api/session-controller/tests/manager.client.spec.ts	1532	expect(remote.session.projections.mock.calls.map(([request]) => request)).toHaveLength(2)	CODE
CRITICAL	…es/api/session-controller/tests/manager.client.spec.ts	1540	expect(remote.session.projections.mock.calls.map(([request]) => request)).toHaveLength(2)	CODE
CRITICAL	…es/api/session-controller/tests/manager.client.spec.ts	1587	expect(remote.session.list.mock.calls.map(([request]) => request)).toHaveLength(1)	CODE
CRITICAL	…es/api/session-controller/tests/manager.client.spec.ts	1590	expect(remote.session.projections.mock.calls.map(([request]) => request)).toEqual([	CODE
CRITICAL⚡	…ssion-controller/tests/sessions-service.client.spec.ts	1016	b.mock.remote.session.fork.mockResolvedValue(ok({ sessionId: sid('child') }))	CODE
CRITICAL⚡	…ssion-controller/tests/sessions-service.client.spec.ts	1026	b.mock.remote.session.fork.mockResolvedValue(ok({ sessionId: sid('child') }))	CODE
CRITICAL⚡	…ssion-controller/tests/sessions-service.client.spec.ts	1030	b.mock.remote.session.fork.mockResolvedValue(ok({ sessionId: sid('child-2') }))	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	66	b.mock.remote.session.list.mockResolvedValue(ok({	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	88	b.mock.remote.session.list.mockResolvedValue(ok({ items: [historical] }))	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	95	b.mock.remote.session.list.mockReturnValueOnce(pending.promise)	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	154	b.mock.remote.session.search.mockResolvedValue(ok({	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	583	b.mock.remote.session.follow.mockImplementation((request, signal) => {	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	653	b.mock.remote.session.follow.mockImplementation((request, signal) => {	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	758	b.mock.remote.session.projections.mockResolvedValue(ok({	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	789	b.mock.remote.session.projections.mockResolvedValue(ok({	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	806	b.mock.remote.session.projections.mockImplementation((payload) => {	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	845	b.mock.remote.session.projections.mockImplementation((payload) => {	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	887	b.mock.remote.session.create.mockResolvedValue(ok({ sessionId: sid('fresh') }))	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	890	b.mock.remote.session.create.mockResolvedValue(err(new RemoteError('gateway/internal', '爆了', {})))	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	901	b.mock.remote.session.create.mockResolvedValue(ok({ sessionId: sid('born') }))	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	916	b.mock.remote.session.create.mockResolvedValue(err(new RemoteError(	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	938	b.mock.remote.session.fork.mockResolvedValueOnce(ok({ sessionId: sid('child') }))	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	954	b.mock.remote.session.fork.mockResolvedValueOnce(err(error))	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	971	b.mock.remote.session.fork.mockResolvedValue(err(error))	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	990	b.mock.remote.session.fork.mockResolvedValue(ok({ sessionId: sid('child') }))	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	991	b.mock.remote.session.rename.mockImplementation((payload) => {	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	1041	b.mock.remote.session.fork.mockResolvedValue(ok({ sessionId: sid('child') }))	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	1042	b.mock.remote.session.rename.mockResolvedValue(err(new RemoteError('session/title-invalid', 'rejected', { sessionId:	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	1098	b.mock.remote.session.prompt.mockReturnValue(gate.promise)	CODE
CRITICAL	…ssion-controller/tests/sessions-service.client.spec.ts	1116	b.mock.remote.session.prompt.mockResolvedValue(err(new RemoteError('gateway/internal', 'agent busy', {})))	CODE
CRITICAL	…-open-in-app/tests/context-menu-actions.client.spec.ts	203	expect((await h.fileActions.save.mock.calls.at(-1)![0].read!(new AbortController().signal)).type).toBe('')	CODE
CRITICAL	…ttings-account/tests/quota-notice-hold.client.spec.tsx	230	expect(b.platform.open.mock.calls.map(([page]) => page)).toEqual(['usage', 'top-up'])	CODE
CRITICAL	…ttings-account/tests/quota-notice-hold.client.spec.tsx	271	expect(b.platform.open.mock.calls.map(([page]) => page)).toEqual(['top-up'])	CODE
CRITICAL	…ttings-account/tests/quota-notice-hold.client.spec.tsx	304	expect(b.platform.open.mock.calls.map(([page]) => page)).toEqual(['top-up', 'top-up'])	CODE
CRITICAL⚡	…/client/ui-settings-account/tests/apply.client.spec.ts	269	c.mock.remote.account.getProfile.mockResolvedValue(ok(profile))	CODE
101 more matches not shown…

Hyper-Verbose Identifiers1106 hits · 1097 pts

Severity	File	Line	Snippet	Context
LOW⚡	python/sdk/tests/test_smoke_model.py	727	def test_persisted_session_requires_current_writer(version: int) -> None:	CODE
LOW⚡	python/sdk/tests/test_smoke_model.py	737	def test_snapshot_generation_filename_must_match_header(tmp_path: Path) -> None:	CODE
LOW⚡	python/sdk/tests/test_smoke_model.py	747	def test_profile_plugin_failure_reports_native_exit_status(monkeypatch: pytest.MonkeyPatch, returncode: int) -> None:	CODE
LOW⚡	python/sdk/tests/test_smoke_model.py	761	def test_live_turn_accepts_explanation_before_acknowledgement(prefix: str) -> None:	CODE
LOW⚡	python/sdk/tests/test_smoke_model.py	766	def test_live_turn_rejects_missing_standalone_acknowledgement(answer: str) -> None:	CODE
LOW⚡	python/sdk/tests/test_smoke_model.py	771	def test_job_snapshot_normalization_preserves_pairing_and_uncertainty():	CODE
LOW	python/sdk/tests/test_smoke_model.py	106	def test_live_smoke_requires_fresh_external_content(live_smoke: SimpleNamespace) -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	115	def test_live_smoke_accepts_file_details_after_acknowledgement(	CODE
LOW	python/sdk/tests/test_smoke_model.py	139	def test_live_smoke_rejects_invalid_turn_before_continuing(	CODE
LOW	python/sdk/tests/test_smoke_model.py	153	def test_live_smoke_rejects_bad_create_before_host_overwrite(	CODE
LOW	python/sdk/tests/test_smoke_model.py	171	def test_live_smoke_rejects_unrelated_tool_without_exact_receipt(	CODE
LOW	python/sdk/tests/test_smoke_model.py	189	def test_child_prompt_precedes_runtime_context(prompt_name: str, expected: str) -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	205	def test_mcp_smoke_requests_the_discovered_tool() -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	221	def test_mcp_smoke_accepts_the_external_server_result() -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	243	def test_mock_model_serves_native_messages_events() -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	263	def test_minimal_snapshot_pins_quoted_working_directory(directory: str) -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	278	def test_advanced_snapshot_normalizes_catalog_child_creation_time() -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	299	def test_snapshot_comparison_preserves_opaque_generation_qualifiers() -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	335	def test_snapshot_value_scrubs_system_nodes_without_erasing_header_fields() -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	348	def test_snapshot_value_preserves_deterministic_tool_repair_ids() -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	376	def test_snapshot_value_normalizes_embedded_assistant_stream_timing() -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	399	def test_snapshot_comparison_expands_embedded_assistant_streams() -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	445	def test_snapshot_stream_expands_reasoning_and_tool_call_records() -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	461	def test_snapshot_file_builder_order_is_checked_outside_update_mode(tmp_path: Path) -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	468	def test_snapshot_comparison_expands_sdk_wrapped_attempts() -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	499	def test_snapshot_generation_names_select_highest_role_without_double_counting(	CODE
LOW	python/sdk/tests/test_smoke_model.py	561	def test_native_writer_comparison_requires_opt_in_and_preserves_written_generations(tmp_path: Path) -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	579	def test_native_writer_comparison_rejects_stale_current_delivery(tmp_path: Path, surface: str) -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	598	def test_native_writer_comparison_preserves_captured_and_nested_delivery_values() -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	622	def test_default_comparison_keeps_a_migrated_delivery_generation_exact() -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	632	def test_native_writer_comparison_rejects_mixed_expected_role_generations(tmp_path: Path) -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	647	def test_committed_python_native_goldens_compare_current_output_without_rewriting(scenario: str) -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	689	def test_snapshot_builder_checks_role_order_and_count_across_generations(	CODE
LOW	python/sdk/tests/test_smoke_model.py	697	def test_snapshot_generation_comparison_rejects_changed_payload(tmp_path: Path) -> None:	CODE
LOW	python/sdk/tests/test_smoke_model.py	712	def test_snapshot_comparison_rejects_noncurrent_writer(	CODE
LOW⚡	python/sdk/tests/test_runtime_resolution.py	113	def test_unknown_env_mode_fails_loud(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW⚡	python/sdk/tests/test_runtime_resolution.py	119	def test_explicit_mode_wins_over_env_mode(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW⚡	python/sdk/tests/test_runtime_resolution.py	128	def test_runtime_requires_spawn_helper_only_on_macos(	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	66	def test_unknown_explicit_mode_fails_loud() -> None:	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	73	def test_authoring_resources_validate_installed_and_wheel_payloads(tmp_path: Path, target: str, invalid: str \| None) ->	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	149	def test_windows_runtime_uses_exe_payload_and_exe_sidecar(	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	181	def test_runtime_requires_ripgrep_sidecar(	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	194	def test_runtime_requires_complete_resource_sidecars(	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	214	def test_node_mode_runs_the_deployed_dsh_cli(	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	226	def test_python_dsh_command_requires_explicit_home(	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	238	def test_python_dsh_command_executes_the_bundled_cli(	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	261	def test_windows_console_waits_and_forwards_runtime_status(monkeypatch: pytest.MonkeyPatch, returncode: int) -> None:	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	283	def test_windows_console_branch_preserves_real_child_io_and_completion(tmp_path: Path, returncode: int) -> None:	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	313	def test_runtime_starts_independently_of_office_engine(	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	339	def test_explicit_download_uses_runtime_without_a_harness_home(	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	376	def test_primary_download_rejects_an_incomplete_payload(tmp_path: Path, monkeypatch: pytest.MonkeyPatch, missing: str) -	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	386	def test_office_resolution_requires_explicit_download(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	415	def test_download_manifest_rejects_invalid_wheel_resources(tmp_path: Path, invalid: str) -> None:	CODE
LOW	python/sdk/tests/test_command_attachments_runtime.py	61	def test_plan_image_reaches_the_model_and_persists_as_a_reference(	CODE
LOW	python/sdk/tests/test_command_attachments_runtime.py	91	def test_plan_off_compact_and_permission_reject_images_without_applying_the_command(tmp_path: Path) -> None:	CODE
LOW	python/sdk/tests/test_command_attachments_runtime.py	119	def test_goal_create_and_edit_images_reach_following_requests_as_durable_references(tmp_path: Path) -> None:	CODE
LOW	python/sdk/tests/test_command_attachments_runtime.py	157	def test_cleared_goal_waits_for_its_image_input_queued_during_compaction(tmp_path: Path) -> None:	CODE
LOW	python/sdk/tests/test_command_attachments_runtime.py	186	def test_goal_controls_with_images_leave_the_active_request_and_goal_unchanged(tmp_path: Path) -> None:	CODE
LOW	python/sdk/tests/test_command_attachments_runtime.py	214	def test_prompt_images_queue_during_an_active_turn(tmp_path: Path, image_first: bool) -> None:	CODE
LOW	python/sdk/tests/test_command_attachments_runtime.py	249	def test_top_level_run_accepts_an_image_without_text(tmp_path: Path) -> None:	CODE
1046 more matches not shown…

Over-Commented Block1133 hits · 1090 pts

Severity	File	Line	Snippet	Context
LOW	vitest.config.ts	81		COMMENT
LOW	vitest.config.ts	101	const windowsRunnerCoverageExclusions = process.platform === 'win32'	COMMENT
LOW	pnpm-workspace.yaml	41	node-addon-require-builtin: false	COMMENT
LOW	native/system/packages/entry/src/main.c	61		COMMENT
LOW	…/2026-07-25-scriptable-llm-wire-fault-server.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…6-08-18-session-snapshot-envelope-projection.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ting/2026-07-22-cross-platform-test-fixtures.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ting/2026-09-06-python-runtime-install-retry.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…-08-29-windows-lane-hook-and-lefthook-budget.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…/2026-09-06-standard-hosted-benchmark-runner.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ing/2026-09-07-pwsh-ci-observable-completion.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…026-07-26-execa-for-test-subprocess-plumbing.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ting/2026-07-30-web-browser-snapshot-ci-gate.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…/2026-09-07-publint-test-subprocess-lifetime.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…g/2026-06-22-fork-child-replay-seed-boundary.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…7-web-lane-assertions-name-their-input-state.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ng/2026-09-06-pr-ci-runner-temporary-storage.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…026-09-26-web-conversation-clock-fixture-day.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…chived/testing/2026-06-19-acp-snapshot-tests.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…d/testing/2026-06-22-fork-snapshot-scenarios.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ing/2026-09-10-hosted-image-test-assumptions.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…26-09-27-plugin-install-interceptor-lifetime.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…8-12-required-python-runtime-pull-request-ci.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…testing/2026-08-28-ci-test-reliability-skill.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ng/2026-09-07-subagent-teardown-test-budgets.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…6-09-28-detail-close-waits-on-observed-state.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ting/2026-07-18-tui-terminal-state-snapshots.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ived/testing/2026-07-04-hook-snapshot-matrix.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…2026-07-30-vitest-jsdom-webstorage-ownership.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ting/2026-09-09-user-patch-hmr-test-delivery.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…emove-redundant-snapshot-log-expected-output.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…/2026-08-27-translation-pairing-merge-budget.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…-08-13-python-minimal-model-visible-snapshot.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…026-09-27-oxlint-contract-spawn-case-budgets.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…sting/2026-07-08-shared-acp-snapshot-package.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…nection-and-compaction-fixture-preconditions.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…sting/2026-09-08-ci-readiness-and-completion.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…/testing/2026-06-22-subagent-snapshot-replay.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ed/testing/2026-06-11-property-based-testing.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…g/2026-07-04-single-source-acp-replay-config.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…esting/2026-09-08-ci-completion-observations.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…testing/2026-09-06-client-assembly-test-line.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…6-pin-request-header-content-in-one-scenario.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…2026-06-21-mandatory-app-attribution-headers.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…rchitecture/2026-09-02-durable-image-offload.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ved/architecture/2026-07-30-web-config-plane.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ture/2026-09-21-live-config-inspect-provider.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…architecture/2026-07-23-toolview-dissolution.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ecture/2026-07-27-dispose-ladder-to-consumer.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…6-07-29-request-level-llm-config-credentials.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ure/2026-08-13-session-content-search-opt-in.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…hitecture/2026-09-15-platform-office-engines.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…/2026-08-23-webworker-vfs-watch-and-landlock.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…-adapter-owned-reasoning-effort-capabilities.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…re/2026-07-20-canonical-tool-output-contract.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ed/architecture/2026-08-11-cmdline-seam-trim.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…08-31-viewport-activated-syntax-highlighting.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…04-declaring-a-provider-from-the-models-page.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…08-31-session-sequence-and-log-offset-brands.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
LOW	…ture/2026-09-16-desktop-cos-upload-transport.i18n.yaml	1	# Bilingual-pair consistency record (docs/i18n/README.md): the git blob hash of each	COMMENT
1073 more matches not shown…

Modern AI Meta-Vocabulary55 hits · 155 pts

Severity	File	Line	Snippet	Context
MEDIUM	snapshots/acp/image-compaction/cordis.snapshot.yml	49	# context window turns that visual pressure into an automatic	COMMENT
MEDIUM	…nted/testing/2026-07-24-web-gui-browser-e2e-lane.zh.md	15	### Scaffold：`apps/web/tests/scaffold.ts`	COMMENT
MEDIUM	…emented/testing/2026-07-24-web-gui-browser-e2e-lane.md	15	### Scaffold: `apps/web/tests/scaffold.ts`	COMMENT
MEDIUM	…notes/archived/feature/2026-07-05-dynamic-workflows.md	1	# Agent Note: Dynamic workflows — a script-driven multi-agent orchestration seam	COMMENT
MEDIUM	…notes/archived/feature/2026-07-05-dynamic-workflows.md	1	# Agent Note: Dynamic workflows — a script-driven multi-agent orchestration seam	COMMENT
MEDIUM	.agents/skills/dsh-doc/SKILL.md	97	`pnpm run verify-doc-budgets` compares standing documents against ceilings in [scripts/doc-budgets.manifest.json](../../	CODE
MEDIUM	docs/defensive-patterns/remote-and-api.md	83	## `packages/api` carries generic orchestration only	COMMENT
MEDIUM	docs/i18n/translation-prompt.md	3	本文件是自动翻译流水线的 prompt 模板；从 `# Translation Prompt` 开始的正文会逐字进入模型请求，因此本文件不参与双语配对（见 [README.md](README.md) 排除清单）。模板正文与内嵌 few-s	CODE
MEDIUM⚡	…s/translation-prompt-v4/request-response.expected.json	7	"content": "# Translation Prompt\n\nYou are a senior technical translator specializing in LLM and agent developm	CODE
MEDIUM	packages/experimental/tool-ralph/README.md	130	The generated [`ralph` schema](../../../docs/tool-catalog.md#deepseek-aidsh-tool-ralph) exposes one required `objective`	CODE
MEDIUM	apps/web/tsconfig.json	21	// The web e2e lane (scaffold + replay specs) boots the host spine and reads	COMMENT
MEDIUM	apps/web/tests/preview-boot.e2e.ts	676	// the same patch batch without racing the declaration service; the ordinary Web scaffold covers	COMMENT
MEDIUM	apps/web/tests/pin-browse-picker.overlay.yml	6	# apps/web/tests/scaffold.ts.	COMMENT
MEDIUM	apps/web/tests/navigation-panes.e2e.ts	373	const snapshot = await captureStableAria(page, '#trajectory-detail-panel', scaffold.workspaceCwd)	CODE
MEDIUM	apps/web/tests/navigation-panes.e2e.ts	721	LIVE_RESULT_EXPECTED, await captureStableAria(page, '#trajectory-detail-panel', scaffold.workspaceCwd), MODE,	CODE
MEDIUM	apps/web/tests/navigation-panes.e2e.ts	780	EVICTED_RESULT_EXPECTED, await captureStableAria(page, '#trajectory-detail-panel', scaffold.workspaceCwd), MODE,	CODE
MEDIUM	apps/web/tests/navigation-panes.e2e.ts	809	RUNNING_RESULT_EXPECTED, await captureStableAria(page, '#trajectory-detail-panel', scaffold.workspaceCwd), MODE,	CODE
MEDIUM	apps/web/tests/seeded-history.e2e.ts	255	// Composer recording uses a child workspace; seedSession owns the scaffold root.	COMMENT
MEDIUM	apps/web/tests/seeded-history.e2e.ts	431	// This scenario issues zero model calls — the scaffold's route-only	COMMENT
MEDIUM	apps/web/tests/jobs-menu-layering.e2e.ts	23	// The private scaffold cwd owns the barrier; the loop bounds an orphan's lifetime.	COMMENT
MEDIUM	apps/web/tests/scaffold.ts	1	// Shared scaffold for the keyless browser e2e lane (Agent Note:	COMMENT
MEDIUM	apps/web/tests/scaffold.ts	536	// whole scaffold lifetime, not just the boot, since presets mount when a	COMMENT
MEDIUM	apps/web/tests/scaffold.ts	539	// the resolved harness home so a scaffold sharing another's home — the	COMMENT
MEDIUM	apps/web/tests/scaffold.ts	588	// The scaffold's own overrides, above every bundle layer like `--patch` overlays.	COMMENT
MEDIUM	apps/web/tests/scaffold.ts	609	// First-use initialization must create directories only inside this scaffold's temporary world.	COMMENT
MEDIUM	apps/web/tests/scaffold.ts	657	// URL line are disabled because this scaffold owns its Playwright browser.	COMMENT
MEDIUM	apps/web/tests/scaffold.ts	818	// the values this scaffold composed above. An exit request can only come	COMMENT
MEDIUM	apps/web/tests/scaffold.ts	918	// Chromium resolves *.localhost itself; Node may not. Both scaffold	COMMENT
MEDIUM	apps/web/tests/sidebar-right.e2e.ts	303	// scaffold's Agent and Session carry different ids, that mismatch is the	COMMENT
MEDIUM	apps/web/tests/sidebar-right.e2e.ts	317	// It goes in the SESSION's cwd, not the scaffold's: the endpoint resolves	COMMENT
MEDIUM	apps/web/tests/sidebar-right.e2e.ts	362	// both work in this scaffold; nothing rendered means the wire is the fault.	COMMENT
MEDIUM	apps/web/tests/sidebar-right.e2e.ts	763	// as a console error, which the scaffold tripwire does not watch, so this	COMMENT
MEDIUM	apps/web/tests/skill-menu-plugin-change.e2e.ts	28	// The scaffold pins the skill-filesystem harness home inside its temporary world.	COMMENT
MEDIUM	apps/web/tests/settings-import.e2e.ts	2	// scaffold profile at start, through the shipped entries, and the imported values reach the page.	COMMENT
MEDIUM	apps/web/tests/onboarding-deepseek-config.e2e.ts	284	// trigger — on the page; the scaffold boots without one.	COMMENT
MEDIUM	apps/web/tests/default-model.e2e.ts	10	// fixture-less scaffold registers no adapter at all, so the routes the	COMMENT
MEDIUM	apps/web/tests/plan-review.e2e.ts	196	await compareOrRefreshGolden(TEMPORARY_EXPECTED, await captureStableAria(page, '[data-plan-preview^="dsh-resource:	CODE
MEDIUM	apps/web/tests/plugin-manager.e2e.ts	2	// managed scaffold profile: installed bundles, their rows, and bundle enablement. Zero	COMMENT
MEDIUM	apps/web/tests/plugin-manager.e2e.ts	104	// A dedicated scaffold keeps the measured header deterministic: an install	COMMENT
MEDIUM	apps/web/tests/plugin-manager.e2e.ts	1447	// A dedicated scaffold keeps this profile patch away from the shared fixture profile above.	COMMENT
MEDIUM	apps/web/tests/live-interactions.e2e.ts	72	// scaffold.close() failures MUST fail the scenario: assertConsumed() is	COMMENT
MEDIUM	apps/web/tests/live-interactions.e2e.ts	97	// scaffold boots — installLlmReplay resolves the script at install.	COMMENT
MEDIUM	apps/web/tests/agent-preset-selection.e2e.ts	420	// The seeded session's cwd is the scaffold root rather than the connected	COMMENT
MEDIUM	apps/web/tests/default-model.overlay.yml	1	# The fixture-less web scaffold registers no adapter, so the shipped	COMMENT
MEDIUM	apps/web/tests/account-login.e2e.ts	2	// scaffold boots the shipped Web Loader tree, so the real account provider drives	COMMENT
MEDIUM	apps/web/tests/code-language.snapshot.ts	68	snapshots.push(`## Read ${file.name}\n\n${await captureStableAria(page, readSelector, scaffold.workspaceCwd)}`)	CODE
MEDIUM	apps/web/tests/code-language.snapshot.ts	82	snapshots.push(`## Preview ${file.name}\n\n${await captureStableAria(page, '[data-code-preview]', scaffold.workspa	CODE
MEDIUM	apps/web/tests/declared-reasoning.overlay.yml	1	# The fixture-less web scaffold registers no adapter, so the shipped	COMMENT
MEDIUM	apps/web/tests/bonus-notice.e2e.ts	1	// Real-composition acceptance for the user-side bonus notice. The scaffold boots the	COMMENT
MEDIUM	apps/web/tests/settings-chrome.e2e.ts	962	// and the unavailable notice a scaffold without a profile runtime shows.	COMMENT
MEDIUM	apps/web/tests/workspace-management.e2e.ts	247	// Register the scaffold's existing project directory through the real UI.	COMMENT
MEDIUM	apps/web/tests/workspace-management.e2e.ts	439	// A staged subtree under the scaffold cwd keeps the listing deterministic	COMMENT
MEDIUM	apps/web/tests/workspace-management.e2e.ts	447	// at the scaffold cwd so the golden's ancestry collapses everywhere.	COMMENT
MEDIUM	apps/web/tests/file-upload-round.e2e.ts	3	// bytes below the scaffold's isolated DSH_HOME, the prompt cites the staged	COMMENT
MEDIUM	apps/web/tests/present-svg.e2e.ts	171	// The scaffold workspace is not a git repository; the write call supplies its single changed file.	COMMENT

AI Slop Vocabulary32 hits · 90 pts

Severity	File	Line	Snippet	Context
MEDIUM	pnpm-workspace.yaml	4	# The Landlock launcher is developed with its harness consumers but keeps	COMMENT
MEDIUM	snapshots/sdk/background-wait-steer/snapshot.yml	12	# tool text yet (shared harness defect tracked in #6710), so replay is the	COMMENT
MEDIUM	snapshots/acp/image-compaction/cordis.yml	5	# snapshot harness scopes per run, so the patch itself carries no attachment	COMMENT
MEDIUM	snapshots/session/agent-instructions-budget/cordis.yml	1	# Workspace-context snapshot patch: the harness exports DSH_HOME=<cwd>/.dsh and	COMMENT
MEDIUM	snapshots/session/multimodal-spill-ends/cordis.yml	3	# snapshot harness scopes per run, so the patch itself carries no attachment	COMMENT
MEDIUM	snapshots/session/agent-instructions/cordis.yml	1	# Workspace-context snapshot patch: the harness exports DSH_HOME=<cwd>/.dsh and	COMMENT
MEDIUM	…ts/session/agent-instructions-group-failure/cordis.yml	1	# The snapshot harness supplies scenario-local .dsh and .agents roots.	COMMENT
MEDIUM	snapshots/session/read-image/cordis.yml	3	# snapshot harness scopes per run, so the patch itself carries no attachment	COMMENT
MEDIUM	website/tests/raw-markdown.spec.ts	23	const { res, next } = request('/deepseek-harness/en/reference/index.md?dsh-raw=1#section', destination, 'GET', '/dee	CODE
MEDIUM	…ture/2026-07-24-single-harness-home-resolver.i18n.yaml	1	# Bilingual-pair consistency record for 2026-07-24-single-harness-home-resolver.md (docs/i18n/README.md): per heading	COMMENT
MEDIUM	…ture/2026-07-24-single-harness-home-resolver.i18n.yaml	4	# pnpm run verify-translation-pairing --write .agents/notes/implemented/architecture/2026-07-24-single-harness-home-re	COMMENT
MEDIUM	…chived/feature/2026-07-16-harness-level-loop.i18n.yaml	4	# pnpm run verify-translation-pairing --write .agents/notes/archived/feature/2026-07-16-harness-level-loop.md	COMMENT
MEDIUM	docs/cordis-tutorial/07-into-the-harness.i18n.yaml	1	# Bilingual-pair consistency record for 07-into-the-harness.md (docs/i18n/README.md): per heading	COMMENT
MEDIUM	docs/cordis-tutorial/07-into-the-harness.i18n.yaml	4	# pnpm run verify-translation-pairing --write docs/cordis-tutorial/07-into-the-harness.md	COMMENT
MEDIUM	scripts/gen-doc-graphs.ts	1602	'## Non-harness or undeclared event strings seen in package source',	CODE
MEDIUM	scripts/translation-pairing.spec.ts	148	const canonicalMarkdown = '# README\n\nEnglish \| [中文](https://github.com/deepseek-ai/deepseek-harness/blob/master/py	CODE
MEDIUM	scripts/translation-pairing.spec.ts	150	const wrongMarkdown = '# README\n\nEnglish \| [中文](https://github.com/deepseek-ai/deepseek-harness/blob/master/other/	CODE
MEDIUM⚡	…s/translation-prompt-v4/request-response.expected.json	7	"content": "# Translation Prompt\n\nYou are a senior technical translator specializing in LLM and agent developm	CODE
MEDIUM⚡	…s/translation-prompt-v4/request-response.expected.json	11	"content": "# Acme Agent\n\nEnglish \| [中文](product.zh.md)\n\nAcme Agent is an open-source agent harness that aut	CODE
MEDIUM⚡	…s/translation-prompt-v4/request-response.expected.json	15	"content": "# Acme Agent\n\n[English](product.md) \| 中文\n\nAcme Agent 是一款开源 agent harness（智能体框架），用于自动化仓库日常事务。\n\n	CODE
MEDIUM	…es/experimental/cua-macos/native/tests/electron_e2e.py	38	# The fixture receives only launch essentials, not the harness environment.	COMMENT
MEDIUM	packages/context/harness-dev-context/README.i18n.yaml	4	# pnpm run verify-translation-pairing --write packages/context/harness-dev-context/README.md	COMMENT
MEDIUM	packages/boot/app-boot/src/index.ts	898	// Definitely assigned: the timeout promise's executor runs synchronously	COMMENT
MEDIUM	packages/bundle/web-app/cordis.patch.yml	202	# Model context for an agent that inspects or extends the harness serving	COMMENT
MEDIUM	packages/bundle/base/cordis.patch.yml	210	# a row). Exports carry the harness home's anonymous user id ($DSH_HOME/.anonymous-user-id,	COMMENT
MEDIUM	packages/workflow/workflow-ptc/src/guest-source.ts	4	export const WORKFLOW_GUEST_SOURCE = "import * as vm from \"node:vm\";\n//#region packages/workflow/workflow-ptc/src/rea	CODE
MEDIUM	…client/connection/tests/api-request-trust.host.spec.ts	130	for (const entry of ['harness.internal/path', 'harness.internal/', 'user@harness.internal', 'harness.internal?x', 'h	CODE
MEDIUM	.github/workflows/release.yml	166	# The harness packages declare the vendored framework as a peer, and this	COMMENT
MEDIUM	.github/workflows/sandbox.yml	118	# native architecture, then install the local native and harness tarballs	COMMENT
MEDIUM	.github/workflows/node-addon-system-release.yml	2	# harness source of record. Rehearsal and publication consume the same packed	COMMENT
MEDIUM	.github/workflows/release-publish.yml	136	# The harness packages declare the vendored framework as a peer, and this	COMMENT
MEDIUM	.github/workflows/node-addon-system.yml	3	# the harness Node matrix. Each platform job builds once and tests those bytes	COMMENT

Cross-Language Confusion (JS/TS)17 hits · 88 pts

Severity	File	Line	Snippet	Context
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1243	// The child always sends a value now (return None → JSON null), so a done	COMMENT
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1234	const explicit = await runtime.run(runtime.resolve({ program: 'return None', bindings: [] }))	CODE
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1266	program: ['print("a", "b")', 'print("c")', 'return None'].join('\n'),	CODE
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1276	program: ['print("partial", end="")', 'return None'].join('\n'),	CODE
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1293	program: ['import os', `os.write(1, b"A" * ${size})`, 'return None'].join('\n'),	CODE
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1305	program: ['import os', 'os.write(1, b"one\\ntwo\\nthree")', 'return None'].join('\n'),	CODE
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1321	'return None',	CODE
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1339	program: ['import os', 'os.write(1, b"A" * 2_000_000)', 'return None'].join('\n'),	CODE
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1365	'return None',	CODE
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1384	program: ['import os', 'os.write(1, b"\\x00" * 4000)', 'return None'].join('\n'),	CODE
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1456	'return None',	CODE
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1476	program: ['import os', 'os.write(1, b"A" * 100 + b"\\nSECOND\\n")', 'return None'].join('\n'),	CODE
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1498	'return None',	CODE
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1516	program: ['import os', String.raw`os.write(1, "\ta\"b\\c\x01é\n".encode("utf-8"))`, 'return None'].join('\n'),	CODE
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	4310	' def __gt__(self, other): return False',	CODE
HIGH	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	4311	' def __lt__(self, other): return False',	CODE
HIGH	…ckages/skill/skill-office/tests/xlsx-validation.e2e.ts	39	print('content' if any(low != high for low, high in visible.getextrema()) else 'blank')	CODE

Decorative Section Separators23 hits · 81 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/experimental/liveshare/src/endpoint-classification.ts	40	// ── reader-global-read ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/experimental/liveshare/src/endpoint-classification.ts	46	// ── reader-session-read ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	…/experimental/liveshare/src/endpoint-classification.ts	65	// ── reader-workspace-read ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	…/experimental/liveshare/src/endpoint-classification.ts	68	// ── reader-session-input ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	…/experimental/liveshare/src/endpoint-classification.ts	72	// ── reader-fork ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	…/experimental/liveshare/src/endpoint-classification.ts	75	// ── reader-child-rename ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	…/experimental/liveshare/src/endpoint-classification.ts	78	// ── always-allowed ───────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	…/experimental/liveshare/src/endpoint-classification.ts	81	// ── owner-only ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	485	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	487	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	87	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	89	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	809	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	811	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	955	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	957	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	packages/bundle/web-app/cordis.patch.yml	15	# ── surface-specific values the base deliberately omits ─────────────────────	COMMENT
MEDIUM	packages/bundle/web-app/cordis.patch.yml	32	# ── web-only host rows, the transport layer, and the browser roster ─────────	COMMENT
MEDIUM	packages/bundle/web-app/cordis.patch.yml	167	# ── layer 2: transport/service ──────────────────────────────────────────────	COMMENT
MEDIUM	packages/bundle/web-app/cordis.patch.yml	467	# ── the agent plane moves behind agent presets ─────────────────────────────	COMMENT
MEDIUM	packages/bundle/base/cordis.patch.yml	494	# ── rows every mode mounts, whose values each overlay may state ──────────────	COMMENT
MEDIUM	…kages/client/ui-slots/tests/type-chain.client.spec.tsx	152	// ── positive chain ─────────────────────────────────────────────	COMMENT
MEDIUM	…kages/client/ui-slots/tests/type-chain.client.spec.tsx	234	// ── negatives ──────────────────────────────────────────────────	COMMENT

Empty Error Handlers15 hits · 75 pts

Severity	File	Line	Snippet	Context
HIGH	python/sdk/tests/test_plan_input.py	209	except ProcessLookupError as error:	CODE
HIGH	python/sdk/tests/test_office_interrupts.py	62	except ProcessLookupError as error:	CODE
HIGH	python/sdk/examples/plan.py	70	except ProcessLookupError as error:	CODE
HIGH	python/sdk/src/deepseek_harness/client.py	127	except subprocess.TimeoutExpired:	CODE
HIGH	python/sdk/src/deepseek_harness/client.py	132	except ProcessLookupError:	CODE
HIGH	…sdk-runtime/src/deepseek_harness_runtime/_resources.py	116	except ProcessLookupError as error:	CODE
HIGH	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	1720	except UnicodeEncodeError:	CODE
HIGH	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	1437	except _BaseException: # noqa: BLE001 -- swallow ONLY the log tail; `done` must reach the host; `_BaseException` is a p	CODE
HIGH	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	2155	except caught as _error:	CODE
HIGH	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	2479	except _BaseException: # noqa: BLE001 -- a throw here would cost the done frame	CODE
HIGH	…ges/experimental/cua-macos/native/tests/startup_e2e.py	38	except ProcessLookupError:	CODE
HIGH	…ges/experimental/cua-macos/native/tests/startup_e2e.py	82	except ProcessLookupError:	CODE
HIGH	…rimental/cua-macos/native/tests/native_test_support.py	89	except ProcessLookupError:	CODE
HIGH	…perimental/cua-macos/native/tests/shared_helper_e2e.py	92	except BlockingIOError:	CODE
HIGH	…xperimental/cua-macos/native/tests/capabilities_e2e.py	27	except (FileNotFoundError, json.JSONDecodeError):	CODE

Unused Imports72 hits · 70 pts

Severity	File	Line	Context
LOW	python/sdk/tests/test_smoke_model.py	1	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	3	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	18	CODE
LOW	python/sdk/tests/test_command_attachments_runtime.py	3	CODE
LOW	python/sdk/tests/test_plan_runtime.py	3	CODE
LOW	python/sdk/tests/test_plan_runtime.py	12	CODE
LOW	python/sdk/tests/test_bundled_runtime.py	7	CODE
LOW	python/sdk/tests/test_macos_deployment_target.py	3	CODE
LOW	python/sdk/tests/test_working_directory.py	1	CODE
LOW	python/sdk/tests/test_run.py	2	CODE
LOW	python/sdk/tests/test_goal_runtime.py	3	CODE
LOW	python/sdk/tests/test_goal_runtime.py	7	CODE
LOW	python/sdk/tests/test_goal_runtime.py	15	CODE
LOW	python/sdk/tests/test_goal_runtime.py	15	CODE
LOW	python/sdk/tests/test_goal_runtime.py	15	CODE
LOW	python/sdk/tests/test_cot_translation_projection.py	2	CODE
LOW	python/sdk/tests/run_installed_commands.py	3	CODE
LOW	python/sdk/tests/test_plan_input.py	3	CODE
LOW	python/sdk/tests/test_office_render.py	3	CODE
LOW	python/sdk/tests/test_account_provider_snapshot.py	2	CODE
LOW	python/sdk/tests/test_office.py	3	CODE
LOW	python/sdk/tests/test_goal_example.py	3	CODE
LOW	python/sdk/tests/test_resume.py	1	CODE
LOW	python/sdk/tests/test_client.py	1	CODE
LOW	python/sdk/tests/test_plan_example.py	3	CODE
LOW	python/sdk/tests/test_office_interrupts.py	2	CODE
LOW	python/sdk/tests/test_approval_runtime.py	2	CODE
LOW	python/sdk/tests/test_user_questions.py	1	CODE
LOW	python/sdk/tests/manual_sdk_agent_smoke.py	7	CODE
LOW	python/sdk/tests/test_commands_runtime.py	8	CODE
LOW	python/sdk/tests/test_release_version.py	3	CODE
LOW	python/sdk/tests/test_approval.py	2	CODE
LOW	python/sdk/examples/plan.py	4	CODE
LOW	python/sdk/examples/permission.py	4	CODE
LOW	python/sdk/examples/manage_plugins.py	3	CODE
LOW	python/sdk/examples/compact.py	4	CODE
LOW	python/sdk/examples/minimal.py	4	CODE
LOW	python/sdk/examples/goal.py	4	CODE
LOW	python/sdk/src/deepseek_harness/office.py	10	CODE
LOW	python/sdk/src/deepseek_harness/models.py	1	CODE
LOW	python/sdk/src/deepseek_harness/client.py	1	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	1	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	1	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	1	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	1	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	2	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	2	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	2	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	3	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	4	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	4	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	4	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	4	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	4	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	4	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	4	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	4	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	4	CODE
LOW	python/sdk/src/deepseek_harness/__init__.py	4	CODE
LOW	python/sdk/src/deepseek_harness/api.py	1	CODE
12 more matches not shown…

Fake / Example Data49 hits · 49 pts

Severity	File	Line	Snippet	Context
LOW	docs/user/guide/plugin-market.zh.md	55	"author": "Jane Doe",	CODE
LOW	docs/user/guide/plugin-market.md	55	"author": "Jane Doe",	CODE
LOW	scripts/verify-client-ui-i18n.ts	29	'placeholder',	CODE
LOW	…ntal/liveshare/tests/share-relay-field.client.spec.tsx	104	expect(field.getAttribute('placeholder')).toBe('No address set')	CODE
LOW	…es/experimental/forge-session/tests/projection.spec.ts	93	shellTurn(session, [{ callId: 'create', command: 'gh pr create --fill', output: 'placeholder' }])	CODE
LOW	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1178	const error = new Error('placeholder')	CODE
LOW	…/experimental/ptc-runtime-python/tests/runtime.spec.ts	1208	const error = new Error('placeholder')	CODE
LOW	packages/llm/llm-pi-ai/tests/dynamic-config.spec.ts	88	await writeFile(join(dir, '.credentials.yaml'), 'version: 1\nrefs:\n PI_DYNAMIC_KEY: fake-key\n', { mode: 0o600 })	CODE
LOW	packages/skill/skill/tests/skill.spec.ts	198	...memorySkill('bad-candidate', 'placeholder', 1),	CODE
LOW	…/plugin-market-index/tests/plugin-market-index.spec.ts	57	author: 'Jane Doe',	CODE
LOW	…/plugin-market-index/tests/plugin-market-index.spec.ts	93	author: 'Jane Doe',	CODE
LOW	…les/workspace-changes/tests/loader-composition.spec.ts	65	await writeFile(join(root, 'placeholder'), '')	CODE
LOW	packages/sdk/client/tests/sdk-client.spec.ts	75	expect(await harness.client.prompt('literal', blocks)).toMatch(/^fake-user-/)	CODE
LOW	packages/sdk/client/tests/fake-runtime.ts	337	const messageId = `fake-user-${seq}`	CODE
LOW	…/api/session-controller/src/client/sessions/manager.ts	81	\| { kind: 'upsert' \| 'placeholder'; summary: SessionSummary }	CODE
LOW	…/api/session-controller/src/client/sessions/manager.ts	530	this.recordMutation({ kind: 'placeholder', summary: { agentAvailable: true,	CODE
LOW	…/api/session-controller/src/client/sessions/manager.ts	540	this.recordMutation({ kind: 'placeholder', summary: { agentAvailable: true,	CODE
LOW	…/api/session-controller/src/client/sessions/manager.ts	574	this.recordMutation({ kind: 'placeholder', summary: { agentAvailable: true,	CODE
LOW	…/api/session-controller/src/client/sessions/manager.ts	835	case 'placeholder': {	CODE
LOW	…nt/ui-primitives/tests/settings-fields.client.spec.tsx	74	expect(input).toHaveProperty('placeholder', 'https://api.deepseek.com')	CODE
LOW	…client/ui-secret-mask/tests/secret-rule.client.spec.ts	69	expect(found('https://example.com:8443?email=alice@example.org https://example.com:8443#alice@example.org')).toEqual	CODE
LOW	…nt/ui-schedule/tests/task-manager-page.client.spec.tsx	537	expect(input.getAttribute('placeholder')).toBe(en['search.placeholder'])	CODE
LOW	…es/client/ui-commands/tests/popup-view.client.spec.tsx	111	expect(search.getAttribute('placeholder')).toBe(labels.placeholder)	CODE
LOW	…es/client/ui-commands/tests/popup-view.client.spec.tsx	126	expect(search.getAttribute('placeholder')).toBe(zh['search.placeholder'])	CODE
LOW	…message-feedback/tests/feedback-dialog.client.spec.tsx	67	expect(ui.getByLabelText(zh['dialog.detail']).getAttribute('placeholder')).toBe(zh['dialog.hint'])	CODE
LOW	…ubagent-claude-code/tests/subagent-claude-code.spec.ts	313	env: { ANTHROPIC_API_KEY: 'fake-key' },	CODE
LOW	…ubagent-claude-code/tests/subagent-claude-code.spec.ts	651	ANTHROPIC_API_KEY: 'provider-fake-key',	CODE
LOW	…ubagent-claude-code/tests/subagent-claude-code.spec.ts	704	ANTHROPIC_API_KEY: 'provider-fake-key',	CODE
LOW	…ubagent-claude-code/tests/subagent-claude-code.spec.ts	849	ANTHROPIC_API_KEY: 'explicit-fake-key',	CODE
LOW	…ubagent-claude-code/tests/subagent-claude-code.spec.ts	877	ANTHROPIC_API_KEY: 'explicit-fake-key',	CODE
LOW	…ession/session-format-v2-to-v3/tests/migration.spec.ts	114	const priorInbox = event('agent/inbox/spliced', { target: 'next-turn', start: 0, inserted: [user('placeholder')] })	CODE
LOW	apps/plugin-market-generator/tests/generate.spec.ts	108	manifest: { ...BUNDLE, author: { name: 'Jane Doe', email: 'jane@example.com' } },	CODE
LOW	apps/plugin-market-generator/tests/generate.spec.ts	110	'package.json': bundleManifest('dsh-a', '2.0.0-rc.1', { author: { name: 'Jane Doe' }, icon: 'icon.png', homepa	CODE
LOW	apps/plugin-market-generator/tests/generate.spec.ts	140	name: 'dsh-a', title: { en: 'Alpha', zh: '甲' }, icon: expect.stringMatching(/^icons\/[0-9a-f]{16}\.png$/u) as stri	CODE
LOW	apps/plugin-market-generator/src/sources.ts	33	check('placeholder', { type: 'git', url, commit: '0'.repeat(40) })	CODE
LOW	apps/plugin-market-generator/src/generate.ts	113	const minimal = { ...display, name: 'placeholder', versions: [{ version: '0.0.0', publishTimestamp: 0, source: { typ	CODE
LOW	apps/web/tests/deepseek-messages-settings.e2e.ts	94	expect(await messages.getByLabel('API 地址', { exact: true }).getAttribute('placeholder'))	CODE
LOW	apps/web/tests/message-feedback.e2e.ts	87	await expect.poll(() => dialog.getByRole('textbox', { name: 'Feedback details' }).getAttribute('placeholder'))	CODE
LOW	apps/web/tests/models-settings.e2e.ts	312	expect(await custom.getByLabel('上下文窗口 1').getAttribute('placeholder')).toBe('1M')	CODE
LOW	apps/web/tests/models-settings.e2e.ts	313	expect(await custom.getByLabel('最大输出 token 数 1').getAttribute('placeholder')).toBe('128K')	CODE
LOW	apps/web/tests/onboarding-deepseek-config.e2e.ts	116	() => configuredInput.getAttribute('placeholder'),	CODE
LOW	apps/web/tests/onboarding-deepseek-config.e2e.ts	258	() => settings.getByLabel('API 密钥', { exact: true }).getAttribute('placeholder'),	CODE
LOW	apps/web/tests/default-model.e2e.ts	172	expect(await search.getAttribute('placeholder')).toBe('搜索模型…')	CODE
LOW	apps/web/tests/default-model.e2e.ts	375	expect(await commandSearch.getAttribute('placeholder')).toBe('搜索模型…')	CODE
LOW	apps/web/tests/official-subagent-bundle.e2e.ts	82	server = await startMockLlmServer({ sequence: ['success'], successText: RESPONSE, apiKey: 'snapshot-fake-key' })	CODE
LOW	apps/web/tests/official-subagent-bundle.e2e.ts	89	ANTHROPIC_API_KEY: 'snapshot-fake-key', ANTHROPIC_BASE_URL: nativeEndpoint.baseURL,	CODE
LOW	apps/web/tests/official-subagent-bundle.e2e.ts	164	expect(server.requests[0]?.headers['x-api-key']).toBe('snapshot-fake-key')	CODE
LOW	apps/desktop/tests/desktop-package-environment.spec.ts	296	validateDesktopPackageEnvironment({ ...RELEASE, ...MAC_IDENTITY, APPLE_ID: 'user@example.com', APPLE_APP_SPECIFIC_	CODE
LOW	apps/cli/tests/lazy-search-startup.compat.spec.ts	51	DEEPSEEK_API_KEY: 'dsh-cli-smoke-dummy-key',	CODE

Deep Nesting54 hits · 47 pts

Severity	File	Line	Context
LOW	python/sdk/tests/test_smoke_model.py	36	CODE
LOW	python/sdk/tests/test_smoke_model.py	64	CODE
LOW	python/sdk/tests/test_runtime_resolution.py	73	CODE
LOW	python/sdk/tests/test_plan_input.py	163	CODE
LOW	python/sdk/tests/test_office_render.py	40	CODE
LOW	python/sdk/tests/test_goal_example.py	21	CODE
LOW	python/sdk/tests/test_user_questions.py	115	CODE
LOW	python/sdk/examples/plan.py	136	CODE
LOW	python/sdk/examples/plan.py	104	CODE
LOW	python/sdk/examples/manage_plugins.py	14	CODE
LOW	python/sdk/examples/goal.py	32	CODE
LOW	python/sdk/src/deepseek_harness/office.py	108	CODE
LOW	python/sdk/src/deepseek_harness/client.py	332	CODE
LOW	python/sdk/src/deepseek_harness/client.py	447	CODE
LOW	python/sdk/src/deepseek_harness/client.py	513	CODE
LOW	python/sdk/src/deepseek_harness/client.py	526	CODE
LOW	python/sdk/src/deepseek_harness/api.py	214	CODE
LOW	…sdk-runtime/src/deepseek_harness_runtime/_resources.py	89	CODE
LOW	scripts/smoke-python-runtime.py	340	CODE
LOW	scripts/smoke-python-runtime.py	958	CODE
LOW	scripts/smoke-python-runtime.py	1036	CODE
LOW	scripts/smoke-python-runtime.py	1264	CODE
LOW	scripts/smoke-python-runtime.py	1417	CODE
LOW	scripts/smoke-python-runtime.py	2636	CODE
LOW	scripts/smoke-python-runtime.py	2865	CODE
LOW	scripts/build-python-release.py	232	CODE
LOW	scripts/check-macos-deployment-target.py	37	CODE
LOW	scripts/cua-helper/test_smoke.py	44	CODE
LOW	scripts/cua-helper/smoke.py	51	CODE
LOW	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	507	CODE
LOW	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	960	CODE
LOW	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	1814	CODE
LOW	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	2004	CODE
LOW	packages/experimental/cua-macos/native/build_app.py	30	CODE
LOW	…ges/experimental/cua-macos/native/tests/startup_e2e.py	61	CODE
LOW	…imental/cua-macos/native/tests/text_input_benchmark.py	111	CODE
LOW	…imental/cua-macos/native/tests/text_input_benchmark.py	240	CODE
LOW	…ages/experimental/cua-macos/native/tests/axless_e2e.py	22	CODE
LOW	…perimental/cua-macos/native/tests/shared_helper_e2e.py	82	CODE
LOW	…perimental/cua-macos/native/tests/shared_helper_e2e.py	98	CODE
LOW	…es/experimental/cua-macos/native/tests/electron_e2e.py	19	CODE
LOW	…xperimental/cua-macos/native/tests/capabilities_e2e.py	49	CODE
LOW	…xperimental/cua-macos/native/tests/capabilities_e2e.py	121	CODE
LOW	packages/experimental/cua-macos/native/tests/e2e.py	89	CODE
LOW	…imental/cua-macos/native/tests/blender_keyboard_e2e.py	88	CODE
LOW	…mental/cua-macos/native/tests/observation_benchmark.py	259	CODE
LOW	…mental/cua-macos/native/tests/observation_benchmark.py	345	CODE
LOW	…es/experimental/cua-macos/native/tests/protocol_e2e.py	104	CODE
LOW	…es/experimental/cua-macos/native/tests/protocol_e2e.py	140	CODE
LOW	…ntal/cua-macos/native/tests/application_consent_e2e.py	20	CODE
LOW	…ient/ui-sidebar-documentpreview/tests/fuzz/generate.py	58	CODE
LOW	…ient/ui-sidebar-documentpreview/tests/fuzz/generate.py	85	CODE
LOW	…ient/ui-sidebar-documentpreview/tests/fuzz/generate.py	230	CODE
LOW	…ient/ui-sidebar-documentpreview/tests/fuzz/generate.py	273	CODE

Cross-Language Confusion9 hits · 44 pts

Severity	File	Line	Snippet	Context
HIGH⚡	scripts/smoke-python-runtime.py	2195	child.stdio[5].on('data', chunk => { stdout += chunk.toString() })	STRING
HIGH⚡	scripts/smoke-python-runtime.py	2196	child.stdio[6].on('data', chunk => { stderr += chunk.toString() })	STRING
HIGH⚡	scripts/smoke-python-runtime.py	2197	child.on('message', message => { messages.push(message) })	STRING
HIGH⚡	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	482	self._logs.push(line, open=True)	CODE
HIGH	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	324	self._logs.push(line)	CODE
HIGH	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	345	self._logs.push(text[pos:pos + self._logs.remaining + 4])	CODE
HIGH	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	347	self._logs.push(text[pos:newline])	CODE
HIGH	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	379	self._logs.push(text[pos:pos + self._logs.remaining + 4])	CODE
HIGH	…ckages/experimental/ptc-runtime-python/py/bootstrap.py	446	self._logs.push("".join(parts))	CODE

Excessive Try-Catch Wrapping19 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	python/sdk/src/deepseek_harness/client.py	117	except Exception as exc:	CODE
LOW	python/sdk/src/deepseek_harness/client.py	122	except Exception as exc:	CODE
LOW	python/sdk/src/deepseek_harness/client.py	411	except Exception as exc:	CODE
LOW	python/sdk/src/deepseek_harness/client.py	535	except Exception as exc:	CODE
MEDIUM	python/sdk/src/deepseek_harness/client.py	526	def answer() -> None:	CODE
LOW	scripts/smoke-python-runtime.py	1740	except Exception as error:	CODE
LOW	…perimental/cua-macos/native/tests/shared_helper_e2e.py	270	except Exception as error:	CODE
LOW	…perimental/cua-macos/native/tests/shared_helper_e2e.py	278	except Exception as error:	CODE
LOW	…es/experimental/cua-macos/native/tests/electron_e2e.py	164	except Exception:	CODE
LOW	…tal/cua-macos/native/tests/blender_keyboard_fixture.py	118	except Exception as error:	CODE
LOW	…tal/cua-macos/native/tests/blender_keyboard_fixture.py	150	except Exception as error:	CODE
LOW	…imental/cua-macos/native/tests/blender_keyboard_e2e.py	254	except Exception as error:	CODE
LOW	…imental/cua-macos/native/tests/blender_keyboard_e2e.py	292	except Exception as error:	CODE
LOW	…es/experimental/cua-macos/native/tests/protocol_e2e.py	121	except Exception as error:	CODE
LOW	…es/experimental/cua-macos/native/tests/protocol_e2e.py	126	except Exception as error:	CODE
LOW	…ient/ui-sidebar-documentpreview/tests/fuzz/generate.py	312	except Exception as error:	CODE
LOW	…ient/ui-sidebar-documentpreview/tests/fuzz/generate.py	314	except Exception as error:	CODE
LOW	…ient/ui-sidebar-documentpreview/tests/fuzz/generate.py	327	except Exception as error:	CODE
LOW	…ient/ui-sidebar-documentpreview/tests/fuzz/generate.py	342	except Exception:	CODE

Redundant / Tautological Comments4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	packages/bundle/web-app/presets/cordis.patch.yml	33	# Set true to add the apply_patch tool beside edit.	COMMENT
LOW	packages/bundle/web-app/presets/ptc.patch.yml	30	# Set true to add the apply_patch tool beside edit.	COMMENT
LOW	packages/bundle/web-app/presets/standard.patch.yml	30	# Set true to add the apply_patch tool beside edit.	COMMENT
LOW	packages/bundle/base/cordis.patch.yml	298	# Set true to add the apply_patch tool beside edit.	COMMENT

Structural Annotation Overuse3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	docs/user/develop/practice/index.md	60	### Step 1: write the Service Definition	COMMENT
LOW	docs/user/develop/practice/index.md	90	### Step 2: write a Service Provider	COMMENT
LOW	docs/user/develop/practice/index.md	111	### Step 3: write a consumer	COMMENT

Modern Structural Boilerplate2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	python/sdk/src/deepseek_harness/__init__.py	9	__all__ = [	CODE
LOW	…n/sdk-runtime/src/deepseek_harness_runtime/__init__.py	212	__all__ = [	CODE

Overly Generic Function Names1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW⚡	…es/experimental/cua-macos/native/tests/test_cleanup.py	26	def helper():	CODE

AI Structural Patterns1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	python/sdk/src/deepseek_harness/office.py	155		CODE

deepseek-ai/deepseek-harness

Open-Source Code Quality, Security and Technical Debt Review