2.7

Adjusted Signal

2.7

Raw Pattern Score

100%

Time Factor

2026-10-28

Last Push

195.0K

Stars

Rust

Language

152.9K

Lines of Code

395

Files

307

Pattern Hits

2026-10-31

Scan Date

0.00

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 5.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 143 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.4/100 · LOW

Are imports declared and package/API names verified? 105 finding(s).

Agent Over-Engineering Ratio 6.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 119 finding(s).

PR Review Velocity Impact 12.3/100 · LOW

Which changes need focused human review? 307 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 0HIGH 1MEDIUM 45LOW 261

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 307 distinct pattern matches across 14 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.

Unused Imports101 hits · 100 pts

Severity	File	Line	Context
LOW	rust/scripts/run_mock_parity_diff.py	2	CODE
LOW	tests/test_porting_workspace.py	1	CODE
LOW	tests/test_roadmap_helpers.py	1	CODE
LOW	tests/test_roadmap_helpers.py	3	CODE
LOW	tests/test_roadmap_helpers.py	4	CODE
LOW	tests/test_security_scope.py	1	CODE
LOW	tests/test_pre_push_hook_contract.py	1	CODE
LOW	tests/test_pre_push_hook_contract.py	3	CODE
LOW	scripts/generate_cc2_board.py	3	CODE
LOW	scripts/validate_cc2_board.py	3	CODE
LOW	scripts/cc2_board.py	7	CODE
LOW	scripts/dogfood-probe.py	2	CODE
LOW	scripts/dogfood-probe.py	7	CODE
LOW	scripts/dogfood-probe.py	9	CODE
LOW	.github/scripts/check_doc_source_of_truth.py	2	CODE
LOW	.github/scripts/check_release_readiness.py	14	CODE
LOW	.omx/cc2/render_board_md.py	3	CODE
LOW	.omx/cc2/render_board_md.py	8	CODE
LOW	.omx/cc2/validate_issue_parity_intake.py	3	CODE
LOW	src/projectOnboardingState.py	1	CODE
LOW	src/query_engine.py	1	CODE
LOW	src/task.py	1	CODE
LOW	src/task.py	3	CODE
LOW	src/ink.py	1	CODE
LOW	src/cost_tracker.py	1	CODE
LOW	src/tasks.py	1	CODE
LOW	src/models.py	1	CODE
LOW	src/query.py	1	CODE
LOW	src/transcript.py	1	CODE
LOW	src/bootstrap_graph.py	1	CODE
LOW	src/execution_registry.py	1	CODE
LOW	src/_archive_helper.py	3	CODE
LOW	src/tools.py	1	CODE
LOW	src/remote_runtime.py	1	CODE
LOW	src/__init__.py	3	CODE
LOW	src/__init__.py	3	CODE
LOW	src/__init__.py	4	CODE
LOW	src/__init__.py	4	CODE
LOW	src/__init__.py	5	CODE
LOW	src/__init__.py	5	CODE
LOW	src/__init__.py	6	CODE
LOW	src/__init__.py	6	CODE
LOW	src/__init__.py	7	CODE
LOW	src/__init__.py	7	CODE
LOW	src/__init__.py	8	CODE
LOW	src/__init__.py	8	CODE
LOW	src/__init__.py	8	CODE
LOW	src/__init__.py	9	CODE
LOW	src/__init__.py	10	CODE
LOW	src/__init__.py	10	CODE
LOW	src/system_init.py	1	CODE
LOW	src/interactiveHelpers.py	1	CODE
LOW	src/costHook.py	1	CODE
LOW	src/port_manifest.py	1	CODE
LOW	src/runtime.py	1	CODE
LOW	src/deferred_init.py	1	CODE
LOW	src/dialogLaunchers.py	1	CODE
LOW	src/QueryEngine.py	1	CODE
LOW	src/setup.py	1	CODE
LOW	src/context.py	1	CODE
41 more matches not shown…

Decorative Section Separators24 hits · 93 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	install.sh	176	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	install.sh	178	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	install.sh	184	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	install.sh	186	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	install.sh	233	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	install.sh	235	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	install.sh	255	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	install.sh	257	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	install.sh	304	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	install.sh	306	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	install.sh	333	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	install.sh	335	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	install.sh	360	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	install.sh	362	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	install.sh	20	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	install.sh	22	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	install.sh	88	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	install.sh	90	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	install.sh	127	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	install.sh	129	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	rust/crates/runtime/src/team_cron_registry.rs	236	// ── Team tests ──────────────────────────────────────	COMMENT
MEDIUM	rust/crates/runtime/src/team_cron_registry.rs	278	// ── Cron tests ──────────────────────────────────────	COMMENT
MEDIUM⚡	rust/.claude/sessions/session-1775011562247.json	1	{"messages":[{"blocks":[{"text":"analyze this repo and make a plan for enhancing tui","type":"text"}],"role":"user"},{"b	CODE
MEDIUM⚡	rust/.claude/sessions/session-1775011562247.json	1	{"messages":[{"blocks":[{"text":"analyze this repo and make a plan for enhancing tui","type":"text"}],"role":"user"},{"b	CODE

Hyper-Verbose Identifiers60 hits · 62 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/test_porting_workspace.py	45	def test_root_file_coverage_is_complete_when_local_archive_exists(self) -> None:	CODE
LOW⚡	tests/test_porting_workspace.py	53	def test_command_and_tool_snapshots_are_nontrivial(self) -> None:	CODE
LOW⚡	tests/test_porting_workspace.py	57	def test_commands_and_tools_cli_run(self) -> None:	CODE
LOW⚡	tests/test_porting_workspace.py	277	def test_remote_mode_clis_run(self) -> None:	CODE
LOW⚡	tests/test_porting_workspace.py	285	def test_flush_transcript_cli_runs(self) -> None:	CODE
LOW⚡	tests/test_porting_workspace.py	294	def test_command_graph_and_tool_pool_cli_run(self) -> None:	CODE
LOW⚡	tests/test_porting_workspace.py	300	def test_setup_report_mentions_deferred_init(self) -> None:	CODE
LOW⚡	tests/test_porting_workspace.py	310	def test_execution_registry_runs(self) -> None:	CODE
LOW⚡	tests/test_porting_workspace.py	319	def test_bootstrap_graph_and_direct_modes_run(self) -> None:	CODE
LOW	tests/test_porting_workspace.py	16	def test_manifest_counts_python_files(self) -> None:	CODE
LOW	tests/test_porting_workspace.py	21	def test_query_engine_summary_mentions_workspace(self) -> None:	CODE
LOW	tests/test_porting_workspace.py	73	def test_subsystem_packages_expose_archive_metadata(self) -> None:	CODE
LOW	tests/test_porting_workspace.py	81	def test_route_and_show_entry_cli_run(self) -> None:	CODE
LOW	tests/test_porting_workspace.py	115	def test_bootstrap_session_tracks_turn_state(self) -> None:	CODE
LOW	tests/test_porting_workspace.py	123	def test_exec_command_and_tool_cli_run(self) -> None:	CODE
LOW	tests/test_porting_workspace.py	139	def test_setup_report_and_registry_filters_run(self) -> None:	CODE
LOW	tests/test_porting_workspace.py	162	def test_plugin_command_filter_excludes_plugin_sources(self) -> None:	CODE
LOW	tests/test_porting_workspace.py	173	def test_plugin_command_aliases_execute_as_local_commands(self) -> None:	CODE
LOW	tests/test_porting_workspace.py	186	def test_command_lookup_normalizes_user_input_whitespace(self) -> None:	CODE
LOW	tests/test_porting_workspace.py	193	def test_route_plugin_slash_commands_match_commands(self) -> None:	CODE
LOW	tests/test_porting_workspace.py	208	def test_plugin_command_stream_emits_command_match(self) -> None:	CODE
LOW	tests/test_porting_workspace.py	221	def test_turn_loop_plugin_commands_are_not_prompt_only(self) -> None:	CODE
LOW	tests/test_porting_workspace.py	243	def test_load_session_cli_runs(self) -> None:	CODE
LOW	tests/test_porting_workspace.py	257	def test_tool_permission_filtering_cli_runs(self) -> None:	CODE
LOW	tests/test_roadmap_helpers.py	52	def test_roadmap_next_id_prints_only_next_id_after_duplicate_check(self) -> None:	CODE
LOW	tests/test_roadmap_helpers.py	64	def test_roadmap_next_id_fails_fast_on_helper_era_duplicate(self) -> None:	CODE
LOW	tests/test_roadmap_helpers.py	78	def test_roadmap_next_id_fails_when_explicit_roadmap_path_is_missing(self) -> None:	CODE
LOW	tests/test_roadmap_helpers.py	90	def test_roadmap_next_id_fails_closed_when_checker_is_unavailable(self) -> None:	CODE
LOW	tests/test_roadmap_helpers.py	106	def test_dogfood_probe_runs_explicit_argv_and_separates_channels(self) -> None:	CODE
LOW	tests/test_roadmap_helpers.py	143	def test_dogfood_probe_labels_timeout_separately_from_product_error(self) -> None:	CODE
LOW	tests/test_roadmap_helpers.py	157	def test_dogfood_probe_labels_probe_construction_failure(self) -> None:	CODE
LOW	tests/test_roadmap_helpers.py	167	def test_dogfood_probe_labels_stdout_json_prefix_failure_as_product_error(self) -> None:	CODE
LOW	tests/test_security_scope.py	17	def test_traversal_session_id_is_rejected_on_load(self) -> None:	CODE
LOW	tests/test_security_scope.py	27	def test_absolute_and_separator_session_ids_are_rejected(self) -> None:	CODE
LOW	tests/test_security_scope.py	42	def test_traversal_session_id_is_rejected_on_save(self) -> None:	CODE
LOW	tests/test_security_scope.py	56	def test_legitimate_session_id_round_trips(self) -> None:	CODE
LOW	tests/test_security_scope.py	100	def test_direct_parent_escape_is_denied(self) -> None:	CODE
LOW	tests/test_security_scope.py	124	def test_windows_absolute_symlink_escape_is_denied(self) -> None:	CODE
LOW	tests/test_security_scope.py	141	def test_symlink_resolution_escape_mocked(self) -> None:	CODE
LOW	tests/test_security_scope.py	155	def test_symlink_resolving_to_unc_escape_mocked(self) -> None:	CODE
LOW	tests/test_security_scope.py	169	def test_unresolvable_path_raises_oserror_is_denied(self) -> None:	CODE
LOW	tests/test_security_scope.py	182	def test_glob_expansion_must_stay_inside_workspace(self) -> None:	CODE
LOW	tests/test_security_scope.py	196	def test_shell_environment_expansion_is_validated(self) -> None:	CODE
LOW	tests/test_security_scope.py	217	def test_attached_shell_redirection_targets_are_validated(self) -> None:	CODE
LOW	tests/test_security_scope.py	239	def test_explicit_worktree_roots_are_allowed(self) -> None:	CODE
LOW	tests/test_security_scope.py	252	def test_extract_path_candidates_preserves_unc_paths(self) -> None:	CODE
LOW	tests/test_security_scope.py	257	def test_windows_absolute_paths_are_denied_for_posix_workspace(self) -> None:	CODE
LOW	tests/test_security_scope.py	274	def test_drive_relative_paths_are_resolved_and_denied_if_cross_drive(self) -> None:	CODE
LOW	tests/test_security_scope.py	295	def test_unc_paths_are_evaluated_correctly_inside_and_outside(self) -> None:	CODE
LOW	tests/test_security_scope.py	330	def test_file_and_shell_tools_use_workspace_scope_context(self) -> None:	CODE
LOW	tests/test_security_scope.py	349	def test_permission_denial_stream_events_expose_status_and_reason(self) -> None:	CODE
LOW	tests/test_pre_push_hook_contract.py	25	def test_skip_escape_hatch_exits_successfully_with_stderr_notice(self) -> None:	CODE
LOW	tests/test_pre_push_hook_contract.py	44	def test_default_build_gate_uses_workspace_locked_cargo_build(self) -> None:	CODE
LOW	.github/scripts/check_release_readiness.py	133	def validate_command_examples(errors: list[str]) -> None:	CODE
LOW	src/query_engine.py	136	def compact_messages_if_needed(self) -> None:	CODE
LOW	src/query_engine.py	168	def _render_structured_output(self, payload: dict[str, object]) -> str:	CODE
LOW	src/tools.py	56	def filter_tools_by_permission_context(tools: tuple[PortingModule, ...], permission_context: ToolPermissionContext \| Non	CODE
LOW	src/system_init.py	8	def build_system_init_message(trusted: bool = True) -> str:	CODE
LOW	src/runtime.py	196	def _infer_permission_denials(self, matches: list[RoutedMatch]) -> list[PermissionDenial]:	CODE
LOW	src/path_scope.py	165	def _strip_redirection_operator(token: str) -> str:	CODE

Modern AI Meta-Vocabulary18 hits · 47 pts

Severity	File	Line	Snippet	Context
MEDIUM	concept.md	96	## 7. RAG-сервис: роль и эволюция	COMMENT
MEDIUM	how_to_run.md	135	# Опционально: RAG (`claw-rag-service`) — см. раздел про RAG ниже	COMMENT
MEDIUM	how_to_run.md	247	## Отдельно: `claw-rag-service` (RAG)	COMMENT
MEDIUM⚡	rust/.claude/sessions/session-1775011562247.json	1	{"messages":[{"blocks":[{"text":"analyze this repo and make a plan for enhancing tui","type":"text"}],"role":"user"},{"b	CODE
MEDIUM	docs/rag-web-ui.md	1	# RAG и веб‑UI: архитектура и фазы	COMMENT
MEDIUM	docs/personal-assistant-roadmap.md	33	## 2) Memory: from “RAG for code” to “RAG for life”	COMMENT
MEDIUM	.omx/cc2/board.md	309	\| `CC2-RM-A0279-export-path-slash-command-and-claw-expor` \| **`/export <path>` (slash command) and `claw export <path>`	CODE
MEDIUM	.omx/cc2/board.md	312	\| `CC2-RM-A0282-the-entire-hook-subsystem-is-invisible-t` \| **The entire hook subsystem is invisible to every JSON diagn	CODE
MEDIUM⚡	.omx/cc2/board.md	408	\| `CC2-RM-A0525-skills-uninstall-name-requires-anthropic` \| **`skills uninstall <name>` requires Anthropic credentials d	CODE
MEDIUM⚡	.omx/cc2/board.md	410	\| `CC2-RM-A0530-claw-init-shipped-claw-json-template-exp` \| **`claw init` shipped `.claw.json` template explicitly sets	CODE
MEDIUM⚡	.omx/cc2/board.md	414	\| `CC2-RM-A0536-agents-discovery-requires-toml-format-to` \| **`agents` discovery requires TOML format (`.toml` files) wh	CODE
MEDIUM⚡	.omx/cc2/board.md	446	\| `CC2-RM-A0509-acp-output-format-json-leaks-internal-ro` \| **`acp --output-format json` leaks internal ROADMAP tracking	CODE
MEDIUM⚡	.omx/cc2/board.md	456	\| `CC2-RM-A0537-claw-acp-serve-exits-0-with-status-disco` \| **`claw acp serve` exits 0 with `status:"discoverability_onl	CODE
MEDIUM	.omx/cc2/board.md	523	\| `CC2-RM-A0049-plugins-hooks-collects-and-runs-hooks-fr` \| **`plugins::hooks::collects_and_runs_hooks_from_enabled_plug	CODE
MEDIUM	.omx/cc2/board.md	612	\| `CC2-RM-A0465-oc-work-send-can-fail-as-a-silent-contro` \| **`oc-work send` can fail as a silent control-plane misfire	CODE
MEDIUM	.omx/cc2/board.md	626	\| `CC2-RM-A0483-resume-safe-commands-output-format-json` \| **Resume-safe `/commands --output-format json` is rejected as	CODE
MEDIUM	.omx/cc2/board.md	636	\| `CC2-RM-A0502-export-output-format-json-and-resume-lat` \| **`export --output-format json` and `--resume latest` report	CODE
MEDIUM	.omx/cc2/board.md	777	\| `CC2-RM-A0277-claw-mcp-list-claw-mcp-show-claw-doctor` \| **`claw mcp list` / `claw mcp show` / `claw doctor` surface M	CODE

Over-Commented Block46 hits · 46 pts

Severity	File	Line	Snippet	Context
LOW	install.sh	1	#!/usr/bin/env bash	COMMENT
LOW	rust/crates/tools/src/lane_completion.rs	1	//! Lane completion detector — automatically marks lanes as completed when	COMMENT
LOW	rust/crates/tools/src/lib.rs	3201	#[derive(Debug, Deserialize)]	COMMENT
LOW	rust/crates/tools/src/lib.rs	3221	path: Option<String>,	COMMENT
LOW	rust/crates/tools/src/lib.rs	3241	/// Maximum number of commits to return. Defaults to 20.	COMMENT
LOW	rust/crates/tools/src/lib.rs	3261	commit: String,	COMMENT
LOW	rust/crates/tools/src/lib.rs	5601	(!content.is_empty()).then(\|\| InputMessage {	COMMENT
LOW	rust/crates/tools/src/pdf_extract.rs	1	//! Minimal PDF text extraction.	COMMENT
LOW	rust/crates/plugins/src/hooks.rs	341	// Tolerate BrokenPipe: a hook script that runs to completion	COMMENT
LOW	rust/crates/mock-anthropic-service/src/lib.rs	1041	}),	COMMENT
LOW	rust/crates/mock-anthropic-service/src/lib.rs	1061	/// would land in the same read chunk as the deltas — and `SseParser::push`	COMMENT
LOW	rust/crates/runtime/src/memory_store.rs	181	.filter(\|path\| is_memory_file(path))	COMMENT
LOW	rust/crates/runtime/src/compact.rs	121	.saturating_sub(config.preserve_recent_messages)	COMMENT
LOW	rust/crates/runtime/src/bash_validation.rs	1	//! Bash command validation submodules.	COMMENT
LOW	rust/crates/runtime/src/mcp_stdio.rs	21	// Test builds shrink the production handshake budgets (10s/30s) so that cases	COMMENT
LOW	rust/crates/runtime/src/conversation.rs	81	pub token_drop: u32,	COMMENT
LOW	rust/crates/runtime/src/trust_resolver.rs	21	/// Deny trust for this path	COMMENT
LOW	rust/crates/runtime/src/lane_events.rs	221	#[serde(skip_serializing_if = "Option::is_none")]	COMMENT
LOW	rust/crates/runtime/src/permission_enforcer.rs	221	} else {	COMMENT
LOW	rust/crates/runtime/src/mcp_server.rs	1	//! Minimal Model Context Protocol (MCP) server.	COMMENT
LOW	rust/crates/runtime/src/line_range_selector.rs	1	/// GJC-compatible line range selector parsing for the read tool.	COMMENT
LOW	rust/crates/runtime/src/task_packet.rs	41	/// Legacy verification commands kept for compatibility with existing task packets.	COMMENT
LOW	rust/crates/runtime/src/session_control.rs	1	#![allow(dead_code)]	COMMENT
LOW	rust/crates/runtime/src/session_control.rs	21	/// Resolved root of the session namespace, e.g.	COMMENT
LOW	rust/crates/runtime/src/worker_boot.rs	181	/// Whether prompt acceptance was detected	COMMENT
LOW	rust/crates/runtime/src/sandbox.rs	281	}	COMMENT
LOW	rust/crates/runtime/src/sandbox.rs	301	/// uses (see `build_linux_sandbox_command`): mapping flags followed by the	COMMENT
LOW	…rusty-claude-cli/tests/parallel_tool_result_pairing.rs	1	//! Wire contract for turns that issue several tool calls at once.	COMMENT
LOW	rust/crates/rusty-claude-cli/src/interrupt.rs	1	//! Esc-key interruption for running turns.	COMMENT
LOW	rust/crates/rusty-claude-cli/src/main.rs	3781	}	COMMENT
LOW	rust/crates/rusty-claude-cli/src/main.rs	8101	spinner.fail(	COMMENT
LOW	rust/crates/rusty-claude-cli/src/main.rs	13041	/// A turn's streamed assistant text has no trailing newline, and	COMMENT
LOW	rust/crates/rusty-claude-cli/src/main.rs	14781	content,	COMMENT
LOW	rust/crates/rusty-claude-cli/src/main.rs	14801	/// tool-call turn one message too late, and the request is rejected with	COMMENT
LOW	rust/crates/sdk/tests/operation_registry_gap.rs	1	//! Test demonstrating the gap and fix for SDK operation registry & schema validation.	COMMENT
LOW	rust/crates/api/src/types.rs	21	#[serde(skip_serializing_if = "Option::is_none")]	COMMENT
LOW	rust/crates/api/src/providers/openai_compat.rs	961	message: Option<String>,	COMMENT
LOW	rust/crates/api/src/providers/openai_compat.rs	1161	}));	COMMENT
LOW	rust/crates/api/src/providers/openai_compat.rs	1361	/// `role:"assistant"` message with a matching `tool_calls[].id` immediately	COMMENT
LOW	rust/crates/claw-analog/src/agents.rs	161	#[derive(Debug, Parser)]	COMMENT
LOW	rust/crates/claw-analog/src/doctor.rs	81		COMMENT
LOW	rust/crates/claw-analog/src/main.rs	121	#[derive(Parser, Debug)]	COMMENT
LOW	rust/crates/claw-analog/src/main.rs	141	#[arg(long, value_name = "PATH")]	COMMENT
LOW	examples/asolaria-wire/src/main.rs	1	//! asolaria_wire_bench — REPRODUCIBLE benchmark contributed by the Asolaria project.	COMMENT
LOW	scripts/dogfood-build.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/roadmap-next-id.sh	1	#!/usr/bin/env bash	COMMENT

Modern Structural Boilerplate31 hits · 31 pts

Severity	File	Line	Snippet	Context
LOW	src/task.py	5	__all__ = ['PortingTask']	CODE
LOW	src/__init__.py	12	__all__ = [	CODE
LOW	src/QueryEngine.py	19	__all__ = ['QueryEnginePort', 'QueryEngineRuntime']	CODE
LOW	src/assistant/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/vim/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/upstreamproxy/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/coordinator/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/types/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/native_ts/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/bootstrap/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/keybindings/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/plugins/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/bridge/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/constants/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/memdir/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/server/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/buddy/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/utils/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/cli/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/state/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/schemas/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/screens/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/components/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/voice/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/hooks/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/entrypoints/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/outputStyles/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/skills/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/moreright/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/services/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE
LOW	src/remote/__init__.py	14	__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]	CODE

AI Slop Vocabulary3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	rust/crates/runtime/src/permission_enforcer.rs	242	/// would be more robust. Tracked as follow-up.	COMMENT
MEDIUM⚡	rust/.claude/sessions/session-1775011562247.json	1	{"messages":[{"blocks":[{"text":"analyze this repo and make a plan for enhancing tui","type":"text"}],"role":"user"},{"b	CODE
MEDIUM⚡	rust/.claude/sessions/session-1775011562247.json	1	{"messages":[{"blocks":[{"text":"analyze this repo and make a plan for enhancing tui","type":"text"}],"role":"user"},{"b	CODE

Verbosity Indicators6 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW⚡	install.sh	185	# Step 1: detect OS / arch / WSL	COMMENT
LOW⚡	install.sh	234	# Step 2: locate the Rust workspace	COMMENT
LOW⚡	install.sh	256	# Step 3: prerequisite checks	COMMENT
LOW⚡	install.sh	305	# Step 4: build the workspace	COMMENT
LOW⚡	install.sh	334	# Step 5: post-install verification	COMMENT
LOW⚡	install.sh	361	# Step 6: next steps	COMMENT

Structural Annotation Overuse6 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW⚡	install.sh	185	# Step 1: detect OS / arch / WSL	COMMENT
LOW⚡	install.sh	234	# Step 2: locate the Rust workspace	COMMENT
LOW⚡	install.sh	256	# Step 3: prerequisite checks	COMMENT
LOW⚡	install.sh	305	# Step 4: build the workspace	COMMENT
LOW⚡	install.sh	334	# Step 5: post-install verification	COMMENT
LOW⚡	install.sh	361	# Step 6: next steps	COMMENT

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	tests/test_security_scope.py	92	except Exception:	CODE

Fake / Example Data4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	rust/crates/runtime/src/oauth.rs	527	.with_extra_param("login_hint", "user@example.com")	CODE
LOW	rust/crates/rusty-claude-cli/src/main.rs	18158	std::env::set_var("ANTHROPIC_API_KEY", "test-dummy-key-for-banner-test");	CODE
LOW	rust/crates/rusty-claude-cli/src/main.rs	20495	std::env::set_var("ANTHROPIC_API_KEY", "test-dummy-key-for-plugin-lifecycle");	CODE
LOW⚡	.omx/cc2/board.md	449	\| `CC2-RM-A0516-unknown-top-level-subcommands-fall-throu` \| **Unknown top-level subcommands fall through to chat prompt	CODE

Excessive Try-Catch Wrapping3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_security_scope.py	92	except Exception:	CODE
LOW	tests/_bash.py	15	except Exception:	CODE
LOW	scripts/generate_cc2_board.py	102	except Exception:	CODE

Deep Nesting3 hits · 3 pts

Severity	File	Line	Context
LOW	tests/_bash.py	19	CODE
LOW	.github/scripts/check_release_readiness.py	93	CODE
LOW	.github/scripts/check_release_readiness.py	133	CODE

Example Usage Blocks1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	install.sh	8	# Usage:	COMMENT

ultraworkers/claw-code

Open-Source Code Quality, Security and Technical Debt Review