Repository Analysis

ultraworkers/claw-code

An agent-managed museum exhibit, built in Rust with Gajae-Code / LazyCodex — developed and maintained with no human intervention.

2.9 Likely human-written View on GitHub

Analysis Overview

This report presents the forensic synthetic code analysis of ultraworkers/claw-code, a Rust project with 194,757 GitHub stars. SynthScan v2.0 examined 134,024 lines of code across 355 source files, recording 275 pattern matches distributed across 13 syntactic categories. The overall adjusted score of 2.9 places this repository in the Likely human-written band.

The scanner applied 160+ deterministic lexical heuristics, multi-line block detectors, abstract syntax tree depth profilers, and a cross-file Jaccard similarity matrix to construct a statistically normalised synthetic code estimate. All matches are individually weighted by severity coefficient and contextual multiplier before summation, and the resulting headline score is temporally discounted to account for the repository's development history relative to the commercial emergence of large language model coding tooling (November 2022 onward).

2.9
Adjusted Score
2.9
Raw Score
100%
Time Factor
2026-06-26
Last Push
194.8K
Stars
Rust
Language
134.0K
Lines of Code
355
Files
275
Pattern Hits
2026-07-14
Scan Date
0.00
HC Hit Rate

What These Metrics Mean

Adjusted Score
Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score
The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor
The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits
Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate
High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files
Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 0HIGH 0MEDIUM 45LOW 230

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 275 distinct pattern matches across 13 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Unused Imports98 hits · 98 pts
SeverityFileLineSnippetContext
LOWrust/scripts/run_mock_parity_diff.py2CODE
LOWtests/test_porting_workspace.py1CODE
LOWtests/test_roadmap_helpers.py1CODE
LOWtests/test_security_scope.py1CODE
LOWtests/test_pre_push_hook_contract.py1CODE
LOWscripts/generate_cc2_board.py3CODE
LOWscripts/validate_cc2_board.py3CODE
LOWscripts/cc2_board.py7CODE
LOWscripts/dogfood-probe.py2CODE
LOWscripts/dogfood-probe.py7CODE
LOWscripts/dogfood-probe.py9CODE
LOW.github/scripts/check_doc_source_of_truth.py2CODE
LOW.github/scripts/check_release_readiness.py14CODE
LOW.omx/cc2/render_board_md.py3CODE
LOW.omx/cc2/render_board_md.py8CODE
LOW.omx/cc2/validate_issue_parity_intake.py3CODE
LOWsrc/projectOnboardingState.py1CODE
LOWsrc/query_engine.py1CODE
LOWsrc/task.py1CODE
LOWsrc/task.py3CODE
LOWsrc/ink.py1CODE
LOWsrc/cost_tracker.py1CODE
LOWsrc/tasks.py1CODE
LOWsrc/models.py1CODE
LOWsrc/query.py1CODE
LOWsrc/transcript.py1CODE
LOWsrc/bootstrap_graph.py1CODE
LOWsrc/execution_registry.py1CODE
LOWsrc/_archive_helper.py3CODE
LOWsrc/tools.py1CODE
LOWsrc/remote_runtime.py1CODE
LOWsrc/__init__.py3CODE
LOWsrc/__init__.py3CODE
LOWsrc/__init__.py4CODE
LOWsrc/__init__.py4CODE
LOWsrc/__init__.py5CODE
LOWsrc/__init__.py5CODE
LOWsrc/__init__.py6CODE
LOWsrc/__init__.py6CODE
LOWsrc/__init__.py7CODE
LOWsrc/__init__.py7CODE
LOWsrc/__init__.py8CODE
LOWsrc/__init__.py8CODE
LOWsrc/__init__.py8CODE
LOWsrc/__init__.py9CODE
LOWsrc/__init__.py10CODE
LOWsrc/__init__.py10CODE
LOWsrc/system_init.py1CODE
LOWsrc/interactiveHelpers.py1CODE
LOWsrc/costHook.py1CODE
LOWsrc/port_manifest.py1CODE
LOWsrc/runtime.py1CODE
LOWsrc/deferred_init.py1CODE
LOWsrc/dialogLaunchers.py1CODE
LOWsrc/QueryEngine.py1CODE
LOWsrc/setup.py1CODE
LOWsrc/context.py1CODE
LOWsrc/path_scope.py1CODE
LOWsrc/command_graph.py1CODE
LOWsrc/direct_modes.py1CODE
38 more matches not shown…
Decorative Section Separators24 hits · 93 pts
SeverityFileLineSnippetContext
MEDIUMinstall.sh176# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh178# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh184# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh186# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh233# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh235# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh255# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh257# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh304# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh306# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh333# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh335# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh360# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh362# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh20# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh22# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh88# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh90# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh127# ---------------------------------------------------------------------------COMMENT
MEDIUMinstall.sh129# ---------------------------------------------------------------------------COMMENT
MEDIUMrust/crates/runtime/src/team_cron_registry.rs236 // ── Team tests ──────────────────────────────────────COMMENT
MEDIUMrust/crates/runtime/src/team_cron_registry.rs278 // ── Cron tests ──────────────────────────────────────COMMENT
MEDIUMrust/.claude/sessions/session-1775011562247.json1{"messages":[{"blocks":[{"text":"analyze this repo and make a plan for enhancing tui","type":"text"}],"role":"user"},{"bCODE
MEDIUMrust/.claude/sessions/session-1775011562247.json1{"messages":[{"blocks":[{"text":"analyze this repo and make a plan for enhancing tui","type":"text"}],"role":"user"},{"bCODE
Hyper-Verbose Identifiers49 hits · 52 pts
SeverityFileLineSnippetContext
LOWtests/test_porting_workspace.py45 def test_root_file_coverage_is_complete_when_local_archive_exists(self) -> None:CODE
LOWtests/test_porting_workspace.py53 def test_command_and_tool_snapshots_are_nontrivial(self) -> None:CODE
LOWtests/test_porting_workspace.py57 def test_commands_and_tools_cli_run(self) -> None:CODE
LOWtests/test_porting_workspace.py277 def test_remote_mode_clis_run(self) -> None:CODE
LOWtests/test_porting_workspace.py285 def test_flush_transcript_cli_runs(self) -> None:CODE
LOWtests/test_porting_workspace.py294 def test_command_graph_and_tool_pool_cli_run(self) -> None:CODE
LOWtests/test_porting_workspace.py300 def test_setup_report_mentions_deferred_init(self) -> None:CODE
LOWtests/test_porting_workspace.py310 def test_execution_registry_runs(self) -> None:CODE
LOWtests/test_porting_workspace.py319 def test_bootstrap_graph_and_direct_modes_run(self) -> None:CODE
LOWtests/test_porting_workspace.py16 def test_manifest_counts_python_files(self) -> None:CODE
LOWtests/test_porting_workspace.py21 def test_query_engine_summary_mentions_workspace(self) -> None:CODE
LOWtests/test_porting_workspace.py73 def test_subsystem_packages_expose_archive_metadata(self) -> None:CODE
LOWtests/test_porting_workspace.py81 def test_route_and_show_entry_cli_run(self) -> None:CODE
LOWtests/test_porting_workspace.py115 def test_bootstrap_session_tracks_turn_state(self) -> None:CODE
LOWtests/test_porting_workspace.py123 def test_exec_command_and_tool_cli_run(self) -> None:CODE
LOWtests/test_porting_workspace.py139 def test_setup_report_and_registry_filters_run(self) -> None:CODE
LOWtests/test_porting_workspace.py162 def test_plugin_command_filter_excludes_plugin_sources(self) -> None:CODE
LOWtests/test_porting_workspace.py173 def test_plugin_command_aliases_execute_as_local_commands(self) -> None:CODE
LOWtests/test_porting_workspace.py186 def test_command_lookup_normalizes_user_input_whitespace(self) -> None:CODE
LOWtests/test_porting_workspace.py193 def test_route_plugin_slash_commands_match_commands(self) -> None:CODE
LOWtests/test_porting_workspace.py208 def test_plugin_command_stream_emits_command_match(self) -> None:CODE
LOWtests/test_porting_workspace.py221 def test_turn_loop_plugin_commands_are_not_prompt_only(self) -> None:CODE
LOWtests/test_porting_workspace.py243 def test_load_session_cli_runs(self) -> None:CODE
LOWtests/test_porting_workspace.py257 def test_tool_permission_filtering_cli_runs(self) -> None:CODE
LOWtests/test_roadmap_helpers.py38 def test_roadmap_next_id_prints_only_next_id_after_duplicate_check(self) -> None:CODE
LOWtests/test_roadmap_helpers.py49 def test_roadmap_next_id_fails_fast_on_helper_era_duplicate(self) -> None:CODE
LOWtests/test_roadmap_helpers.py62 def test_roadmap_next_id_fails_when_explicit_roadmap_path_is_missing(self) -> None:CODE
LOWtests/test_roadmap_helpers.py73 def test_roadmap_next_id_fails_closed_when_checker_is_unavailable(self) -> None:CODE
LOWtests/test_roadmap_helpers.py89 def test_dogfood_probe_runs_explicit_argv_and_separates_channels(self) -> None:CODE
LOWtests/test_roadmap_helpers.py126 def test_dogfood_probe_labels_timeout_separately_from_product_error(self) -> None:CODE
LOWtests/test_roadmap_helpers.py139 def test_dogfood_probe_labels_probe_construction_failure(self) -> None:CODE
LOWtests/test_roadmap_helpers.py149 def test_dogfood_probe_labels_stdout_json_prefix_failure_as_product_error(self) -> None:CODE
LOWtests/test_security_scope.py16 def test_direct_parent_escape_is_denied(self) -> None:CODE
LOWtests/test_security_scope.py40 def test_glob_expansion_must_stay_inside_workspace(self) -> None:CODE
LOWtests/test_security_scope.py54 def test_shell_environment_expansion_is_validated(self) -> None:CODE
LOWtests/test_security_scope.py75 def test_attached_shell_redirection_targets_are_validated(self) -> None:CODE
LOWtests/test_security_scope.py97 def test_explicit_worktree_roots_are_allowed(self) -> None:CODE
LOWtests/test_security_scope.py110 def test_windows_absolute_paths_are_denied_for_posix_workspace(self) -> None:CODE
LOWtests/test_security_scope.py123 def test_file_and_shell_tools_use_workspace_scope_context(self) -> None:CODE
LOWtests/test_security_scope.py142 def test_permission_denial_stream_events_expose_status_and_reason(self) -> None:CODE
LOWtests/test_pre_push_hook_contract.py14 def test_skip_escape_hatch_exits_successfully_with_stderr_notice(self) -> None:CODE
LOWtests/test_pre_push_hook_contract.py31 def test_default_build_gate_uses_workspace_locked_cargo_build(self) -> None:CODE
LOW.github/scripts/check_release_readiness.py133def validate_command_examples(errors: list[str]) -> None:CODE
LOWsrc/query_engine.py136 def compact_messages_if_needed(self) -> None:CODE
LOWsrc/query_engine.py168 def _render_structured_output(self, payload: dict[str, object]) -> str:CODE
LOWsrc/tools.py56def filter_tools_by_permission_context(tools: tuple[PortingModule, ...], permission_context: ToolPermissionContext | NonCODE
LOWsrc/system_init.py8def build_system_init_message(trusted: bool = True) -> str:CODE
LOWsrc/runtime.py196 def _infer_permission_denials(self, matches: list[RoutedMatch]) -> list[PermissionDenial]:CODE
LOWsrc/path_scope.py143def _strip_redirection_operator(token: str) -> str:CODE
Modern AI Meta-Vocabulary18 hits · 47 pts
SeverityFileLineSnippetContext
MEDIUMconcept.md96## 7. RAG-сервис: роль и эволюцияCOMMENT
MEDIUMhow_to_run.md135# Опционально: RAG (`claw-rag-service`) — см. раздел про RAG нижеCOMMENT
MEDIUMhow_to_run.md247## Отдельно: `claw-rag-service` (RAG)COMMENT
MEDIUMrust/.claude/sessions/session-1775011562247.json1{"messages":[{"blocks":[{"text":"analyze this repo and make a plan for enhancing tui","type":"text"}],"role":"user"},{"bCODE
MEDIUMdocs/rag-web-ui.md1# RAG и веб‑UI: архитектура и фазыCOMMENT
MEDIUMdocs/personal-assistant-roadmap.md33## 2) Memory: from “RAG for code” to “RAG for life”COMMENT
MEDIUM.omx/cc2/board.md309| `CC2-RM-A0279-export-path-slash-command-and-claw-expor` | **`/export <path>` (slash command) and `claw export <path>` CODE
MEDIUM.omx/cc2/board.md312| `CC2-RM-A0282-the-entire-hook-subsystem-is-invisible-t` | **The entire hook subsystem is invisible to every JSON diagnCODE
MEDIUM.omx/cc2/board.md408| `CC2-RM-A0525-skills-uninstall-name-requires-anthropic` | **`skills uninstall <name>` requires Anthropic credentials dCODE
MEDIUM.omx/cc2/board.md410| `CC2-RM-A0530-claw-init-shipped-claw-json-template-exp` | **`claw init` shipped `.claw.json` template explicitly sets CODE
MEDIUM.omx/cc2/board.md414| `CC2-RM-A0536-agents-discovery-requires-toml-format-to` | **`agents` discovery requires TOML format (`.toml` files) whCODE
MEDIUM.omx/cc2/board.md446| `CC2-RM-A0509-acp-output-format-json-leaks-internal-ro` | **`acp --output-format json` leaks internal ROADMAP trackingCODE
MEDIUM.omx/cc2/board.md456| `CC2-RM-A0537-claw-acp-serve-exits-0-with-status-disco` | **`claw acp serve` exits 0 with `status:"discoverability_onlCODE
MEDIUM.omx/cc2/board.md523| `CC2-RM-A0049-plugins-hooks-collects-and-runs-hooks-fr` | **`plugins::hooks::collects_and_runs_hooks_from_enabled_plugCODE
MEDIUM.omx/cc2/board.md612| `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.md626| `CC2-RM-A0483-resume-safe-commands-output-format-json` | **Resume-safe `/commands --output-format json` is rejected asCODE
MEDIUM.omx/cc2/board.md636| `CC2-RM-A0502-export-output-format-json-and-resume-lat` | **`export --output-format json` and `--resume latest` reportCODE
MEDIUM.omx/cc2/board.md777| `CC2-RM-A0277-claw-mcp-list-claw-mcp-show-claw-doctor` | **`claw mcp list` / `claw mcp show` / `claw doctor` surface MCODE
Over-Commented Block32 hits · 32 pts
SeverityFileLineSnippetContext
LOWinstall.sh1#!/usr/bin/env bashCOMMENT
LOWrust/crates/tools/src/lane_completion.rs1//! Lane completion detector — automatically marks lanes as completed whenCOMMENT
LOWrust/crates/tools/src/lib.rs3081struct GitDiffInput {COMMENT
LOWrust/crates/tools/src/lib.rs3101 /// File or directory path to filter commits by.COMMENT
LOWrust/crates/tools/src/lib.rs3121#[derive(Debug, Deserialize)]COMMENT
LOWrust/crates/tools/src/pdf_extract.rs1//! Minimal PDF text extraction.COMMENT
LOWrust/crates/plugins/src/hooks.rs341 // (or exits early without reading stdin) closes its stdinCOMMENT
LOWrust/crates/runtime/src/compact.rs121 .saturating_sub(config.preserve_recent_messages)COMMENT
LOWrust/crates/runtime/src/bash_validation.rs1//! Bash command validation submodules.COMMENT
LOWrust/crates/runtime/src/trust_resolver.rs21 /// Deny trust for this pathCOMMENT
LOWrust/crates/runtime/src/lane_events.rs221 #[serde(skip_serializing_if = "Option::is_none")]COMMENT
LOWrust/crates/runtime/src/permission_enforcer.rs221 }COMMENT
LOWrust/crates/runtime/src/mcp_server.rs1//! Minimal Model Context Protocol (MCP) server.COMMENT
LOWrust/crates/runtime/src/task_packet.rs41 /// Legacy verification commands kept for compatibility with existing task packets.COMMENT
LOWrust/crates/runtime/src/session_control.rs1#![allow(dead_code)]COMMENT
LOWrust/crates/runtime/src/session_control.rs21 /// Resolved root of the session namespace, e.g.COMMENT
LOWrust/crates/runtime/src/worker_boot.rs161#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]COMMENT
LOWrust/crates/rusty-claude-cli/src/main.rs2021 // `claw permissions <mode>` falls through to the LLM when calledCOMMENT
LOWrust/crates/rusty-claude-cli/src/main.rs3761/// Tool descriptors come from [`tools::mvp_tool_specs`] and calls areCOMMENT
LOWrust/crates/rusty-claude-cli/src/main.rs7801 //COMMENT
LOWrust/crates/rusty-claude-cli/src/main.rs9581 model: Option<&str>,COMMENT
LOWrust/crates/rusty-claude-cli/src/main.rs12561 // wire format under the hood. We consultCOMMENT
LOWrust/crates/rusty-claude-cli/src/main.rs12881}COMMENT
LOWrust/crates/api/src/types.rs21 #[serde(skip_serializing_if = "Option::is_none")]COMMENT
LOWrust/crates/api/src/providers/openai_compat.rs941}COMMENT
LOWrust/crates/api/src/providers/openai_compat.rs1341/// Remove `role:"tool"` messages from `messages` that have no valid pairedCOMMENT
LOWrust/crates/claw-analog/src/agents.rs161#[derive(Debug, Parser)]COMMENT
LOWrust/crates/claw-analog/src/doctor.rs81COMMENT
LOWrust/crates/claw-analog/src/main.rs121#[derive(Parser, Debug)]COMMENT
LOWrust/crates/claw-analog/src/main.rs141 #[arg(long, value_name = "PATH")]COMMENT
LOWscripts/dogfood-build.sh1#!/usr/bin/env bashCOMMENT
LOWscripts/roadmap-next-id.sh1#!/usr/bin/env bashCOMMENT
Modern Structural Boilerplate31 hits · 31 pts
SeverityFileLineSnippetContext
LOWsrc/task.py5__all__ = ['PortingTask']CODE
LOWsrc/__init__.py12__all__ = [CODE
LOWsrc/QueryEngine.py19__all__ = ['QueryEnginePort', 'QueryEngineRuntime']CODE
LOWsrc/assistant/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/vim/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/upstreamproxy/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/coordinator/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/types/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/native_ts/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/bootstrap/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/keybindings/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/plugins/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/bridge/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/constants/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/memdir/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/server/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/buddy/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/utils/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/cli/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/state/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/schemas/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/screens/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/components/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/voice/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/hooks/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/entrypoints/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/outputStyles/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/skills/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/moreright/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/services/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
LOWsrc/remote/__init__.py14__all__ = ["ARCHIVE_NAME", "MODULE_COUNT", "PORTING_NOTE", "SAMPLE_FILES"]CODE
AI Slop Vocabulary3 hits · 9 pts
SeverityFileLineSnippetContext
MEDIUMrust/crates/runtime/src/permission_enforcer.rs240/// would be more robust. Tracked as follow-up.COMMENT
MEDIUMrust/.claude/sessions/session-1775011562247.json1{"messages":[{"blocks":[{"text":"analyze this repo and make a plan for enhancing tui","type":"text"}],"role":"user"},{"bCODE
MEDIUMrust/.claude/sessions/session-1775011562247.json1{"messages":[{"blocks":[{"text":"analyze this repo and make a plan for enhancing tui","type":"text"}],"role":"user"},{"bCODE
Verbosity Indicators6 hits · 7 pts
SeverityFileLineSnippetContext
LOWinstall.sh185# Step 1: detect OS / arch / WSLCOMMENT
LOWinstall.sh234# Step 2: locate the Rust workspaceCOMMENT
LOWinstall.sh256# Step 3: prerequisite checksCOMMENT
LOWinstall.sh305# Step 4: build the workspaceCOMMENT
LOWinstall.sh334# Step 5: post-install verificationCOMMENT
LOWinstall.sh361# Step 6: next stepsCOMMENT
Structural Annotation Overuse6 hits · 7 pts
SeverityFileLineSnippetContext
LOWinstall.sh185# Step 1: detect OS / arch / WSLCOMMENT
LOWinstall.sh234# Step 2: locate the Rust workspaceCOMMENT
LOWinstall.sh256# Step 3: prerequisite checksCOMMENT
LOWinstall.sh305# Step 4: build the workspaceCOMMENT
LOWinstall.sh334# Step 5: post-install verificationCOMMENT
LOWinstall.sh361# Step 6: next stepsCOMMENT
Fake / Example Data4 hits · 4 pts
SeverityFileLineSnippetContext
LOWrust/crates/runtime/src/oauth.rs527 .with_extra_param("login_hint", "user@example.com")CODE
LOWrust/crates/rusty-claude-cli/src/main.rs17343 std::env::set_var("ANTHROPIC_API_KEY", "test-dummy-key-for-banner-test");CODE
LOWrust/crates/rusty-claude-cli/src/main.rs19350 std::env::set_var("ANTHROPIC_API_KEY", "test-dummy-key-for-plugin-lifecycle");CODE
LOW.omx/cc2/board.md449| `CC2-RM-A0516-unknown-top-level-subcommands-fall-throu` | **Unknown top-level subcommands fall through to chat prompt CODE
Deep Nesting2 hits · 2 pts
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LOW.github/scripts/check_release_readiness.py93CODE
LOW.github/scripts/check_release_readiness.py133CODE
Excessive Try-Catch Wrapping1 hit · 1 pts
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LOWscripts/generate_cc2_board.py102 except Exception:CODE
Example Usage Blocks1 hit · 1 pts
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LOWinstall.sh8# Usage:COMMENT