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Repository Analysis

SeemSeam/claude_codex_bridge

Visible multi-agent CLI workspace for mixing Codex, Claude, Gemini, Kimi, Qwen, Cursor, Copilot, Pi, OpenCode, and other AI coding agents

21.1 Moderate AI signal View on GitHub

Analysis Overview

This report presents the forensic synthetic code analysis of SeemSeam/claude_codex_bridge, a Python project with 3,262 GitHub stars. SynthScan v2.0 examined 720,193 lines of code across 3443 source files, recording 15829 pattern matches distributed across 19 syntactic categories. The overall adjusted score of 21.1 places this repository in the Moderate AI signal 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).

21.1
Adjusted Score
21.1
Raw Score
100%
Time Factor
2026-07-14
Last Push
3.3K
Stars
Python
Language
720.2K
Lines of Code
3.4K
Files
15.8K
Pattern Hits
2026-07-14
Scan Date
0.02
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 1HIGH 61MEDIUM 76LOW 15691

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 15829 distinct pattern matches across 19 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Hyper-Verbose Identifiers7025 hits · 6154 pts
SeverityFileLineSnippetContext
LOWccb.py49def _default_source_allowed_roots(root: Path) -> list[Path]:CODE
LOWtest/test_bridge_fifo_persistent_reader.py42def test_rapid_sequential_sends_are_all_received_in_order(fifo_path):CODE
LOWtest/test_bridge_fifo_persistent_reader.py67def test_multiple_messages_in_single_write_are_split(fifo_path):CODE
LOWtest/test_bridge_fifo_persistent_reader.py81def test_partial_line_is_buffered_until_newline(fifo_path):CODE
LOWtest/test_bridge_fifo_persistent_reader.py98def test_no_eof_storm_after_writer_disconnects(fifo_path):CODE
LOWtest/test_bridge_fifo_persistent_reader.py114def test_missing_fifo_returns_none(tmp_path):CODE
LOWtest/test_compat_stdin_decode.py14def test_decode_stdin_bytes_falls_back_to_preferred_encoding(monkeypatch) -> None:CODE
LOWtest/test_compat_stdin_decode.py20def test_decode_stdin_bytes_never_emits_surrogates() -> None:CODE
LOWtest/test_claude_session_auto_transfer.py11def test_maybe_auto_extract_old_session_runs_once_per_key(tmp_path: Path, monkeypatch) -> None:CODE
LOWtest/test_maintenance_heartbeat.py122def _diagnostic_json_from_body(body: str) -> dict:STRING
LOWtest/test_maintenance_heartbeat.py127def test_maintenance_classifier_flags_provider_work_without_control_work() -> None:STRING
LOWtest/test_maintenance_heartbeat.py153def test_maintenance_classifier_keeps_active_ccb_job_healthy() -> None:STRING
LOWtest/test_maintenance_heartbeat.py177def test_maintenance_classifier_keeps_active_comms_without_current_job_healthy() -> None:STRING
LOWtest/test_maintenance_heartbeat.py201def test_maintenance_classifier_flags_degraded_activity_evidence() -> None:STRING
LOWtest/test_maintenance_heartbeat.py218def test_maintenance_classifier_flags_active_degraded_activity_evidence() -> None:STRING
LOWtest/test_maintenance_heartbeat.py234def test_maintenance_classifier_ignores_fresh_pending_anchor_runtime() -> None:STRING
LOWtest/test_maintenance_heartbeat.py268def test_maintenance_classifier_flags_pending_anchor_runtime_after_observation_window() -> None:STRING
LOWtest/test_maintenance_heartbeat.py309def test_maintenance_classifier_flags_provider_runtime_without_control_job() -> None:STRING
LOWtest/test_maintenance_heartbeat.py333def test_maintenance_heartbeat_paths_use_dedicated_namespace(tmp_path: Path) -> None:STRING
LOWtest/test_maintenance_heartbeat.py345def test_maintenance_heartbeat_store_round_trips_and_reports_missing(tmp_path: Path) -> None:STRING
LOWtest/test_maintenance_heartbeat.py421def test_maintenance_heartbeat_store_reports_corrupt_files(tmp_path: Path) -> None:STRING
LOWtest/test_maintenance_heartbeat.py433def test_maintenance_parser_accepts_status_and_reserves_mutating_actions() -> None:STRING
LOWtest/test_maintenance_heartbeat.py450def test_maintenance_status_reads_config_and_missing_state(tmp_path: Path) -> None:STRING
LOWtest/test_maintenance_heartbeat.py498def test_maintenance_tick_disabled_does_not_write_status_or_schedule(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py518def test_maintenance_tick_healthy_project_view_writes_status_and_schedule(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py550def test_maintenance_tick_concern_shortens_next_schedule(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py591def test_maintenance_tick_sends_suspicion_envelope_to_assessor(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py637def test_maintenance_dedup_ignores_provider_runtime_timing_drift(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py712def test_maintenance_tick_unknown_streak_for_degraded_activity_evidence(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py754def test_maintenance_tick_falls_back_to_local_ps_when_project_view_unavailable(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py790def test_maintenance_schedule_persists_followup_and_enforces_min_interval(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py815def test_maintenance_runner_due_tick_materializes_status_and_schedule(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py854def test_maintenance_runner_future_schedule_waits_without_tick(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py893def test_maintenance_tick_exits_when_schedule_is_not_due(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py922def test_maintenance_tick_force_no_dispatch_bypasses_schedule_without_submit(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py959def test_maintenance_tick_suppresses_recent_duplicate_activation(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py984def test_maintenance_tick_reports_lock_busy(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py1027def test_maintenance_status_reports_corrupt_state_as_degraded(tmp_path: Path) -> None:STRING
LOWtest/test_maintenance_heartbeat.py1044def test_maintenance_status_rejects_reserved_mutating_actions(tmp_path: Path) -> None:STRING
LOWtest/test_maintenance_heartbeat.py1062def test_startup_ensure_skips_builtin_default_heartbeat(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py1082def test_startup_ensure_starts_schedule_consumer_runner(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py1115def test_startup_ensure_reuses_live_schedule_consumer_runner(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py1148def test_stop_maintenance_runner_signals_live_pid(tmp_path: Path, monkeypatch) -> None:STRING
LOWtest/test_maintenance_heartbeat.py1183def test_render_maintenance_status_includes_config_and_state() -> None:STRING
LOWtest/test_codex_comm_session_runtime.py10def test_check_tmux_runtime_health_reports_missing_bridge_pid(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOWtest/test_codex_comm_session_runtime.py28def test_check_tmux_runtime_health_reports_invalid_codex_pid(tmp_path: Path) -> None:CODE
LOWtest/test_ccbd_namespace_topology_plan.py22def test_namespace_topology_plan_projects_sidebar_outside_user_layout(monkeypatch) -> None:CODE
LOWtest/test_ccbd_namespace_topology_plan.py54def test_namespace_topology_plan_projects_right_sidebar_after_user_layout() -> None:CODE
LOWtest/test_ccbd_namespace_topology_plan.py77def test_namespace_topology_plan_keeps_sidebar_launch_args_theme_compatible(monkeypatch) -> None:CODE
LOWtest/test_ccbd_namespace_topology_plan.py92def test_namespace_topology_plan_leaves_layout_plain_when_sidebar_off() -> None:CODE
LOWtest/test_ccbd_namespace_topology_plan.py110def test_namespace_topology_plan_includes_tool_window_without_agent_names(monkeypatch) -> None:CODE
LOWtest/test_ccbd_namespace_topology_plan.py136def test_namespace_topology_plan_keeps_rich_alias_inside_agent_window() -> None:CODE
LOWtest/test_ccbd_namespace_topology_plan.py165def test_namespace_topology_plan_keeps_sidebar_pane_for_hidden_tool_row() -> None:CODE
LOWtest/test_v2_runtime_isolation.py71def test_ccbd_runtime_service_modules_do_not_import_askd_service_wrappers() -> None:CODE
LOWtest/test_decision029_rolepack_fake.py101def _generated_non_execution_closure(tmp_path: Path, *, result: str) -> dict[str, object]:CODE
LOWtest/test_decision029_rolepack_fake.py149def _assert_exact_closure_echo(proposal: dict[str, object], path: str) -> None:CODE
LOWtest/test_decision029_rolepack_fake.py158def test_corpus_is_generator_backed_and_non_acceptance() -> None:CODE
LOWtest/test_decision029_rolepack_fake.py175def test_fake_planner_accepts_exact_production_closure(tmp_path: Path, scenario: dict[str, object]) -> None:CODE
LOWtest/test_decision029_rolepack_fake.py203def test_fake_planner_schema_locks_digest_plan_revision_and_rejects_object(tmp_path: Path) -> None:CODE
LOWtest/test_decision029_rolepack_fake.py219def test_notification_not_required_does_not_launder_non_success(tmp_path: Path) -> None:CODE
6965 more matches not shown…
Unused Imports5155 hits · 4936 pts
SeverityFileLineSnippetContext
LOWtest/test_bridge_fifo_persistent_reader.py9CODE
LOWtest/test_compat_stdin_decode.py1CODE
LOWtest/test_claude_session_auto_transfer.py1CODE
LOWtest/test_maintenance_heartbeat.py1CODE
LOWtest/test_codex_comm_session_runtime.py1CODE
LOWtest/test_ccbd_namespace_topology_plan.py1CODE
LOWtest/test_v2_runtime_isolation.py1CODE
LOWtest/test_decision029_rolepack_fake.py1CODE
LOWtest/test_terminal_runtime_tmux_send.py1CODE
LOWtest/test_v2_ccbd_ping_runtime.py1CODE
LOWtest/test_claude_protocol.py1CODE
LOWtest/test_ccbd_client_resolution.py1CODE
LOWtest/test_gemini_launcher_env.py1CODE
LOWtest/test_sidebar_resize_sync.py1CODE
LOWtest/test_mobile_gateway_relay.py1CODE
LOWtest/test_codex_comm_io.py1CODE
LOWtest/test_cli_wait_replies.py1CODE
LOWtest/test_gemini_session_fields.py1CODE
LOWtest/test_gemini_polling_service.py1CODE
LOWtest/test_cli_management_install.py1CODE
LOWtest/test_terminal_runtime_tmux_attach.py1CODE
LOWtest/test_ccbd_start_agent_runtime.py1CODE
LOWtest/test_provider_pane_status_claude_session.py1CODE
LOWtest/test_guarded_core_dynamic_layout_smoke_script.py1CODE
LOWtest/test_planner_feedback.py1CODE
LOWtest/test_terminal_runtime_tmux.py1CODE
LOWtest/test_ccbd_stop_flow_runtime.py1CODE
LOWtest/test_gemini_readiness.py1CODE
LOWtest/test_ccbd_start_preparation.py1CODE
LOWtest/test_ccbd_reload_drain_auto_retry.py1CODE
LOWtest/test_memory_transfer_providers.py1CODE
LOWtest/test_cli_daemon_keeper_runtime.py1CODE
LOWtest/test_ask_cli.py1CODE
LOWtest/test_task_set_closure.py1CODE
LOWtest/test_codex_launcher_session_paths.py1CODE
LOWtest/test_session_binding_pane.py1CODE
LOWtest/test_claude_incremental_io.py1CODE
LOWtest/test_pane_quiet_support.py1CODE
LOWtest/test_gemini_session_binding.py1CODE
LOWtest/conftest.py1CODE
LOWtest/test_tmux_respawn_pane.py1CODE
LOWtest/test_phase6_fake_matrix_smoke_script.py1CODE
LOWtest/test_kimi_hindsight_bridge.py1CODE
LOWtest/test_codebuddy_session_ensure_pane.py1CODE
LOWtest/test_install_watchdog_optional.py1CODE
LOWtest/test_gemini_communicator_asking.py1CODE
LOWtest/test_v2_ps_service.py1CODE
LOWtest/test_layout_cli.py1CODE
LOWtest/test_v2_ccbd_keeper.py1CODE
LOWtest/test_detect_terminal.py1CODE
LOWtest/test_v2_message_bureau_dispatcher_integration.py1CODE
LOWtest/test_kill_runtime_sessions.py1CODE
LOWtest/test_ccbd_socket_client.py1CODE
LOWtest/test_gemini_protocol.py1CODE
LOWtest/test_opencode_paths_runtime.py1CODE
LOWtest/test_ccbd_restore_helpers.py1CODE
LOWtest/test_v2_snapshot_store.py1CODE
LOWtest/test_claude_comm_binding.py1CODE
LOWtest/test_v2_cli_auxiliary.py1CODE
LOWtest/test_v2_cli_auxiliary.py4CODE
5095 more matches not shown…
Modern Structural Boilerplate1761 hits · 1741 pts
SeverityFileLineSnippetContext
LOWtest/test_ccbd_stop_flow_runtime.py223__all__ = []CODE
LOWtest/test_v2_message_bureau_dispatcher_integration.py3512 def set_preferred_session(self, session_path) -> None:CODE
LOWtest/test_v2_project_namespace_state.py382 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_project_namespace_state.py385 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOW⚡test/test_ccbd_start_binding.py79 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOW⚡test/test_ccbd_start_binding.py82 def set_pane_user_option(self, pane_id: str, key: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py396 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py400 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py490 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py493 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py579 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py582 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py631 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py634 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py699 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py702 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py803 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py806 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py848 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py851 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py908 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py911 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py997 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1000 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1043 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1046 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1087 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1090 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1196 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1199 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1256 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1259 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1306 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1309 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1424 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1427 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1478 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1481 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1581 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1584 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1629 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1632 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1961 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_runtime_launch.py1964 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOW⚡test/test_ccbd_reload_apply.py1703 def set_pane_title(self, pane_id: str, title: str) -> None:STRING
LOW⚡test/test_ccbd_reload_apply.py1706 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:STRING
LOW⚡test/test_ccbd_reload_apply.py1709 def set_pane_style(self, pane_id: str, *, border_style=None, active_border_style=None) -> None:STRING
LOWtest/test_gemini_watchdog.py41 def update_gemini_binding(self, *, session_path: Path, session_id: str | None) -> None:CODE
LOWtest/test_v2_tmux_start_layout.py41 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_tmux_start_layout.py44 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_tmux_start_layout.py91 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_tmux_start_layout.py94 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_tmux_start_layout.py134 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_tmux_start_layout.py137 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_tmux_start_layout.py199 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_tmux_start_layout.py202 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_tmux_start_layout.py243 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_tmux_start_layout.py246 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
LOWtest/test_v2_ccbd_supervision_loop.py148 def set_pane_title(self, pane_id: str, title: str) -> None:CODE
LOWtest/test_v2_ccbd_supervision_loop.py151 def set_pane_user_option(self, pane_id: str, name: str, value: str) -> None:CODE
1701 more matches not shown…
Excessive Try-Catch Wrapping1518 hits · 1688 pts
SeverityFileLineSnippetContext
LOWccb.py58 except Exception:CODE
LOWinstall.sh2583except Exception:CODE
LOWinstall.sh2700except Exception:CODE
LOWinstall.sh2732except Exception as e:CODE
LOWinstall.sh3019except Exception:CODE
LOWinstall.sh3623except Exception:CODE
LOWtest/conftest.py236 except Exception:CODE
LOWtest/test_v2_message_bureau_dispatcher_integration.py2673 except Exception as exc:CODE
LOWtest/test_v2_message_bureau_dispatcher_integration.py2813 except Exception as exc:CODE
LOWtest/test_v2_ccbd_start_matrix.py70 except Exception:CODE
LOWtest/test_multi_instance.py32 except Exception:CODE
LOWtest/test_v2_phase2_entrypoint.py1597 except Exception:CODE
LOWtest/test_rolepacks.py177 except Exception:CODE
LOWtest/test_rolepacks.py186 except Exception:CODE
LOWtest/test_rolepacks.py201 except Exception:CODE
LOWtest/test_v2_ccbd_dispatcher.py1677 except Exception as exc:STRING
LOWtest/test_multi_workgroup_scheduler.py344 except Exception:CODE
LOWbin/ctx-transfer.py200 except Exception as e:CODE
MEDIUMbin/ctx-transfer.py201 print(f"Error: {e}", file=sys.stderr)CODE
LOWbin/ccb-provider-finish-hook.py32 except Exception:CODE
LOWbin/autonew.py70 except Exception as e:CODE
LOW⚡bin/autonew.py100 except Exception as e:CODE
LOW⚡bin/autonew.py110 except Exception as e:CODE
LOWbin/ccb-provider-activity-hook.py35 except Exception:CODE
LOWbin/ccb-provider-activity-hook.py172 except Exception:CODE
LOWplans/pr56-zombie-cleanup-final.md80 except Exception:CODE
LOWmcp/ccb-delegation/server_runtime_tools.py27 except Exception:CODE
LOWmcp/ccb-delegation/server_runtime_tools.py143 except Exception as exc:CODE
LOWmcp/ccb-delegation/server_runtime_tools.py157 except Exception as exc:CODE
LOWmcp/ccb-delegation/server_runtime_tools.py168 except Exception as exc:CODE
LOWmcp/ccb-delegation/server.py40 except Exception:CODE
LOWmcp/ccb-delegation/server.py56 except Exception:CODE
LOWmcp/ccb-role-command/server.py151 except Exception as exc:CODE
LOWmcp/ccb-role-command/server.py211 except Exception as exc:CODE
LOWmcp/ccb-role-command/server.py258 except Exception:CODE
LOWmcp/ccb-role-command/server.py265 except Exception:CODE
LOW…ndows-wezterm-native/demos/wezterm_capability_probe.py38 except Exception as exc:CODE
LOW…ndows-wezterm-native/demos/wezterm_capability_probe.py67 except Exception:CODE
LOW…ndows-wezterm-native/demos/wezterm_capability_probe.py111 except Exception as exc:CODE
LOWdev_tools/perf_phase5_project_view_tmux_helper.py159 except Exception:CODE
LOW⚡dev_tools/perf_phase12_storage_summary_helper.py173 except Exception:CODE
LOWdev_tools/perf_phase0_baseline.py104 except Exception:CODE
LOWdev_tools/perf_phase0_baseline.py226 except Exception as exc:CODE
LOWdev_tools/perf_phase0_baseline.py309 except Exception as exc:CODE
LOWdev_tools/perf_phase0_baseline.py316 except Exception as exc:CODE
LOWdev_tools/perf_phase0_baseline.py336 except Exception as exc:CODE
LOWdev_tools/perf_phase0_baseline.py352 except Exception as exc:CODE
LOWdev_tools/perf_phase0_baseline.py369 except Exception as exc:CODE
LOWdev_tools/perf_phase0_baseline.py413 except Exception as exc:CODE
LOWdev_tools/perf_phase2_jsonl_helper.py151 except Exception:CODE
LOW⚡dev_tools/perf_phase3_native_output_helper.py145 except Exception:CODE
LOW⚡dev_tools/perf_phase4_storage_scan_helper.py147 except Exception:CODE
LOWdev_tools/perf_phase6_jsonl_store_strict_helper.py160 except Exception:CODE
LOW…v_tools/perf_phase7_project_view_recent_jobs_helper.py195 except Exception:CODE
LOWdev_tools/perf_phase8_job_summary_projection_helper.py160 except Exception:CODE
LOWdev_tools/perf_runtime_lifecycle_profile.py231 except Exception:CODE
LOWdev_tools/perf_runtime_lifecycle_profile.py242 except Exception:CODE
LOWdev_tools/perf_runtime_lifecycle_profile.py252 except Exception:CODE
MEDIUMdev_tools/perf_runtime_lifecycle_profile.py221def _collect_process_snapshot() -> tuple[tuple[int, int, float, float, str], ...CODE
LOW…ls/skills/ccb-github/scripts/release_checker_github.py123 except Exception:CODE
1458 more matches not shown…
Deep Nesting204 hits · 170 pts
SeverityFileLineSnippetContext
LOWtest/test_v2_runtime_isolation.py28CODE
LOWtest/test_decision029_rolepack_fake.py354CODE
LOWtest/test_task_set_closure.py562CODE
LOWtest/test_phase6_fake_matrix_smoke_script.py647CODE
LOWtest/test_phase6_fake_matrix_smoke_script.py679CODE
LOWtest/test_v2_project_namespace_state.py131CODE
LOWtest/test_v2_project_namespace_state.py235CODE
LOWtest/test_v2_runtime_launch.py1755CODE
LOWtest/test_phase6b_l1_l4_frontdesk_runner.py1713CODE
LOWtest/test_phase6b_l1_l4_frontdesk_runner.py2372CODE
LOWtest/test_phase6b_l1_l4_frontdesk_runner.py3145CODE
LOWtest/test_phase6b_l1_l4_frontdesk_runner.py3190CODE
LOWtest/test_detailer_replan_handoff.py697CODE
LOWtest/test_provider_memory_external_context.py19CODE
LOWtest/test_ccbd_namespace_additive_patch.py142CODE
LOWtest/test_v2_phase2_entrypoint.py1541CODE
LOWtest/test_v2_phase2_entrypoint.py4062CODE
LOWtest/test_v2_phase2_entrypoint.py5329CODE
LOWtest/test_v2_phase2_entrypoint.py5568CODE
LOWtest/test_v2_phase2_entrypoint.py5738CODE
LOWtest/test_v2_ccbd_dispatcher.py1183CODE
LOWtest/test_loop_capacity_cli.py5136CODE
LOWtest/test_loop_capacity_cli.py8418CODE
LOWtest/test_loop_capacity_cli.py8465CODE
LOWtest/test_loop_capacity_cli.py13048CODE
LOWtest/test_loop_capacity_cli.py5165CODE
LOWtest/test_loop_capacity_cli.py8473CODE
LOWtest/test_plan_tasks_cli.py325CODE
LOWbin/ctx-transfer.py116CODE
LOWdev_tools/perf_phase12_storage_summary_helper.py179CODE
LOWdev_tools/perf_phase3_native_output_helper.py151CODE
LOWdev_tools/perf_phase4_storage_scan_helper.py153CODE
LOWdev_tools/perf_runtime_lifecycle_profile.py442CODE
LOWdev_tools/perf_runtime_lifecycle_profile.py579CODE
LOWmobile/tools/mobile_server_wide_emulator_smoke.py41CODE
LOWmobile/tools/mobile_server_wide_emulator_smoke.py2261CODE
LOWmobile/tools/mobile_server_wide_emulator_smoke.py2741CODE
LOWmobile/tools/mobile_server_wide_emulator_smoke.py3061CODE
LOWmobile/tools/mobile_server_wide_emulator_smoke.py3185CODE
LOWmobile/tools/mobile_server_wide_emulator_smoke.py3316CODE
LOWmobile/tools/mobile_server_wide_emulator_smoke.py3432CODE
LOWmobile/tools/mobile_server_wide_emulator_smoke.py3561CODE
LOWmobile/tools/mobile_server_wide_emulator_smoke.py3794CODE
LOWmobile/tools/mobile_server_wide_emulator_smoke.py4040CODE
LOWmobile/tools/mobile_server_wide_emulator_smoke.py4422CODE
LOWmobile/tools/mobile_server_wide_emulator_smoke.py4562CODE
LOWmobile/tools/mobile_server_wide_emulator_smoke.py5022CODE
LOWmobile/tools/mobile_server_wide_emulator_smoke.py5153CODE
LOWmobile/tools/mobile_server_wide_emulator_smoke.py5287CODE
LOWmobile/tools/mobile_app_compass_test.py382CODE
LOWmobile/tools/mobile_physical_tailnet_preflight.py210CODE
LOWmobile/tools/mobile_gateway_terminal_smoke.py1208CODE
LOWmobile/tools/mobile_local_backend_capability_probe.py525CODE
LOWscripts/single_lane_evidence_harness.py436CODE
LOWscripts/single_lane_evidence_harness.py459CODE
LOWscripts/orchestrator_capacity_semantic_smoke.py151CODE
LOWscripts/orchestrator_capacity_semantic_smoke.py241CODE
LOWscripts/probe_codex_pane_status.py757CODE
LOWscripts/single_lane_multi_workgroup_smoke.py1106CODE
LOWscripts/phase6b_l1_l4_frontdesk_runner.py1652CODE
144 more matches not shown…
Cross-File Repetition34 hits · 170 pts
SeverityFileLineSnippetContext
HIGHtest/test_codebuddy_session_ensure_pane.py0when pane is dead, ensure_pane should respawn it and update session file.STRING
HIGHtest/test_codex_session_ensure_pane.py0when pane is dead, ensure_pane should respawn it and update session file.STRING
HIGHtest/test_qwen_session_ensure_pane.py0when pane is dead, ensure_pane should respawn it and update session file.STRING
HIGHtest/test_gemini_session_ensure_pane.py0when pane is dead, ensure_pane should respawn it and update session file.STRING
HIGHtest/test_codebuddy_session_ensure_pane.py0when pane is already alive, ensure_pane should return success immediately.STRING
HIGHtest/test_codex_session_ensure_pane.py0when pane is already alive, ensure_pane should return success immediately.STRING
HIGHtest/test_qwen_session_ensure_pane.py0when pane is already alive, ensure_pane should return success immediately.STRING
HIGHtest/test_gemini_session_ensure_pane.py0when pane is already alive, ensure_pane should return success immediately.STRING
HIGHtest/test_v2_project_namespace_state.py0version = 2 entry_window = "main" [windows] main = "agent1:codex" [ui.sidebar] mode = "every_window" width = "15%" bottoSTRING
HIGHtest/test_ccbd_namespace_additive_patch.py0version = 2 entry_window = "main" [windows] main = "agent1:codex" [ui.sidebar] mode = "every_window" width = "15%" bottoSTRING
HIGHtest/test_v2_config_loader.py0version = 2 entry_window = "main" [windows] main = "agent1:codex" [ui.sidebar] mode = "every_window" width = "15%" bottoSTRING
HIGHtest/test_rust_helpers_native_output.py0import json, sys if sys.argv[1:] == ['--capabilities']: print(json.dumps({'schema_version': 1, 'capabilities': ['storageSTRING
HIGHtest/test_rust_helpers_project_view.py0import json, sys if sys.argv[1:] == ['--capabilities']: print(json.dumps({'schema_version': 1, 'capabilities': ['storageSTRING
HIGHtest/test_rust_helpers_storage.py0import json, sys if sys.argv[1:] == ['--capabilities']: print(json.dumps({'schema_version': 1, 'capabilities': ['storageSTRING
HIGHtest/test_loop_topology_cli.py0id = "{role_id}" version = "0.1.0" [identity] default_agent_name = "{default_agent_name}"STRING
HIGHtest/test_loop_topology_dispatch_contract.py0id = "{role_id}" version = "0.1.0" [identity] default_agent_name = "{default_agent_name}"STRING
HIGHtest/test_v2_config_loader.py0id = "{role_id}" version = "0.1.0" [identity] default_agent_name = "{default_agent_name}"STRING
HIGHtest/test_agent_lifecycle_cli.py0id = "{role_id}" version = "0.1.0" [identity] default_agent_name = "{default_agent_name}"STRING
HIGHtest/test_loop_capacity_cli.py0id = "{role_id}" version = "0.1.0" [identity] default_agent_name = "{default_agent_name}"STRING
HIGHtest/test_ccbd_reload_transaction.py0version = 2 entry_window = "main" [windows] main = "agent1:codex" review = "agent3:codex, agent2:claude" [ui.sidebar] moSTRING
HIGHtest/test_ccbd_reload_apply.py0version = 2 entry_window = "main" [windows] main = "agent1:codex" review = "agent3:codex, agent2:claude" [ui.sidebar] moSTRING
HIGHtest/test_ccbd_namespace_additive_patch.py0version = 2 entry_window = "main" [windows] main = "agent1:codex" review = "agent3:codex, agent2:claude" [ui.sidebar] moSTRING
HIGHtest/test_ccbd_reload_patch.py0version = 2 entry_window = "main" [windows] main = "agent1:codex" review = "agent3:codex, agent2:claude" [ui.sidebar] moSTRING
HIGHtest/test_ccbd_reload_dry_run.py0version = 2 entry_window = "main" [windows] main = "agent1:codex" review = "agent3:codex, agent2:claude" [ui.sidebar] moSTRING
HIGHtest/test_ccbd_reload_runtime_mount.py0version = 2 entry_window = "main" [windows] main = "agent1:codex" review = "agent3:codex, agent2:claude" [ui.sidebar] moSTRING
HIGHtest/test_ccbd_reload_apply.py0[tool_windows.files] command = "ccb-workbench files" label = "files"STRING
HIGHtest/test_ccbd_namespace_additive_patch.py0[tool_windows.files] command = "ccb-workbench files" label = "files"STRING
HIGHtest/test_ccbd_reload_patch.py0[tool_windows.files] command = "ccb-workbench files" label = "files"STRING
HIGHlib/provider_backends/copilot/protocol.py0codebuddy protocol helpers. wraps prompts with ccb markers and extracts replies — simplified version without skills injeSTRING
HIGHlib/provider_backends/qwen/protocol.py0codebuddy protocol helpers. wraps prompts with ccb markers and extracts replies — simplified version without skills injeSTRING
HIGHlib/provider_backends/codebuddy/protocol.py0codebuddy protocol helpers. wraps prompts with ccb markers and extracts replies — simplified version without skills injeSTRING
HIGHlib/provider_backends/copilot/session.py0codebuddy project session management. simplified session binding for github codebuddy cli — no jsonl session binding, paSTRING
HIGHlib/provider_backends/qwen/session.py0codebuddy project session management. simplified session binding for github codebuddy cli — no jsonl session binding, paSTRING
HIGHlib/provider_backends/codebuddy/session.py0codebuddy project session management. simplified session binding for github codebuddy cli — no jsonl session binding, paSTRING
Cross-Language Confusion27 hits · 168 pts
SeverityFileLineSnippetContext
HIGH⚡test/test_install_watchdog_optional.py130 if declare -F provision_neovim_tool >/dev/null; thenCODE
HIGHtest/test_install_script_sidebar.py420 shift || trueCODE
HIGHtest/test_install_script_sidebar.py534 shift || trueCODE
HIGHtest/test_install_script_sidebar.py161 shift || trueSTRING
HIGHtest/test_install_script_sidebar.py214 shift || trueSTRING
HIGHtest/test_cli_tools_workbench.py177 assert 'ccb-tmux-on.sh >/dev/null 2>&1 || true' not in workbenchCODE
HIGH⚡lib/mobile_gateway/service.py3289 connection.close() # type: ignore[possibly-undefined]CODE
HIGH⚡lib/mobile_gateway/service.py3371 connection.close() # type: ignore[possibly-undefined]CODE
HIGH⚡lib/cli/tools_runtime/workbench.py1708 if command -v pgrep >/dev/null 2>&1 && pgrep -x fcitx5 >/dev/null 2>&1; thenCODE
HIGH⚡lib/cli/tools_runtime/workbench.py1710 elif command -v pgrep >/dev/null 2>&1 && pgrep -x fcitx >/dev/null 2>&1; thenCODE
HIGH⚡lib/cli/tools_runtime/workbench.py1712 elif command -v pgrep >/dev/null 2>&1 && pgrep -x ibus-daemon >/dev/null 2>&1; thenCODE
HIGH⚡lib/cli/tools_runtime/workbench.py1714 elif command -v fcitx5 >/dev/null 2>&1 || command -v fcitx >/dev/null 2>&1; thenCODE
HIGH⚡lib/cli/tools_runtime/workbench.py1744' >/dev/null 2>&1 || probe_status=$?CODE
HIGH⚡lib/cli/tools_runtime/workbench.py1750 limit="$(cat "$limit_file" 2>/dev/null || printf '%s' unknown)"CODE
HIGH⚡lib/cli/tools_runtime/workbench.py1754 printf '%s\\n' "persistent_fix: echo fs.inotify.max_user_instances=1024 | sudo tee /etc/sysctl.d/99-ccb-inotify.confCODE
HIGH⚡lib/cli/tools_runtime/workbench.py1798 shift || trueCODE
HIGH⚡lib/cli/tools_runtime/workbench.py1805 shift || trueCODE
HIGH⚡lib/cli/tools_runtime/workbench.py1809 elif [ -r /proc/version ] && grep -qi microsoft /proc/version 2>/dev/null; thenCODE
HIGHlib/cli/tools_runtime/workbench.py1164 identify "$file" 2>/dev/null || trueCODE
HIGHlib/cli/tools_runtime/workbench.py1166 file "$file" 2>/dev/null || trueCODE
HIGHlib/cli/tools_runtime/workbench.py1840 wslpath -w "$1" 2>/dev/null || printf '%s\\n' "$1"CODE
HIGHlib/cli/tools_runtime/workbench.py1848 wezterm_windows="$(find_windows_wezterm || true)"CODE
HIGHlib/cli/management_runtime/install.py302 " - Create /tmp (Linux/WSL): sudo mkdir -p /tmp && sudo chmod 1777 /tmp\n"CODE
HIGH⚡lib/cli/services/tmux_ui_runtime/service.py145 f'guard=$(tmux -S {quoted_socket} show-option -qv -t {quoted_session} @ccb_sidebar_sync_guard 2>/dev/null || truCODE
HIGH⚡lib/cli/services/tmux_ui_runtime/service.py152 '>/dev/null 2>&1 || true'CODE
HIGHlib/cli/services/tmux_ui_runtime/service.py168 f'guard=$(tmux -S {quoted_socket} show-option -qv -t {quoted_session} @ccb_sidebar_sync_guard 2>/dev/null || truCODE
HIGHlib/cli/services/tmux_ui_runtime/service.py176 '>/dev/null 2>&1 || true'CODE
Structural Annotation Overuse34 hits · 76 pts
SeverityFileLineSnippetContext
LOW⚡plans/ccb-communication-test-plan.md72### Step 1: Baseline Fixtures and StubsCOMMENT
LOW⚡plans/ccb-communication-test-plan.md77### Step 2: Unit + Integration Coverage ExpansionCOMMENT
LOW⚡plans/ccb-communication-test-plan.md82### Step 3: System Scenarios (Project Lifecycle)COMMENT
LOW⚡plans/ccb-communication-test-plan.md87### Step 4: Multi-Project Parallelism + Mixed ProvidersCOMMENT
LOW⚡plans/ccb-communication-test-plan.md92### Step 5: Stress + Large Payload TestsCOMMENT
LOW⚡plans/ccb-communication-test-plan.md97### Step 6: CI Integration + ReportingCOMMENT
LOW⚡plans/factory-ai-integration-plan.md82### Step 1: Validate Droid Session JSONL FormatCOMMENT
LOW⚡plans/factory-ai-integration-plan.md87### Step 2: Provider Wiring + Session File SchemaCOMMENT
LOW⚡plans/factory-ai-integration-plan.md92### Step 3: Session Reader + Exec FallbackCOMMENT
LOW⚡plans/factory-ai-integration-plan.md97### Step 4: Daemon + CLI CommandsCOMMENT
LOW⚡plans/factory-ai-integration-plan.md102### Step 5: CCB Startup IntegrationCOMMENT
LOW⚡plans/factory-ai-integration-plan.md107### Step 6: Tests + DocsCOMMENT
LOW⚡plans/project-scoped-daemon-isolation-plan.md85### Step 1: Anchor Resolution + Session LookupCOMMENT
LOW⚡plans/project-scoped-daemon-isolation-plan.md90### Step 2: Project-Scoped Runtime + LocksCOMMENT
LOW⚡plans/project-scoped-daemon-isolation-plan.md95### Step 3: State Validation + Routing GuardrailsCOMMENT
LOW⚡plans/project-scoped-daemon-isolation-plan.md100### Step 4: Daemon Lifecycle (Startup/Shutdown)COMMENT
LOW⚡plans/project-scoped-daemon-isolation-plan.md105### Step 5: Reliability HardeningCOMMENT
LOW⚡plans/project-scoped-daemon-isolation-plan.md110### Step 6: Migration + Backward CompatibilityCOMMENT
LOW⚡plans/project-scoped-daemon-isolation-plan.md115### Step 7: Tests + BenchmarksCOMMENT
LOW⚡plans/droid-delegation-skills-plan.md68### Step 1: MCP Server + Tool SchemasCOMMENT
LOW⚡plans/droid-delegation-skills-plan.md76### Step 2: Registration + Setup HintCOMMENT
LOW⚡plans/droid-delegation-skills-plan.md81### Step 3: Daemon Integration + CleanupCOMMENT
LOW⚡plans/droid-delegation-skills-plan.md86### Step 4: Fallback Skill TemplatesCOMMENT
LOW⚡plans/droid-delegation-skills-plan.md91### Step 5: Command DocsCOMMENT
LOW⚡plans/droid-delegation-skills-plan.md96### Step 6: Verification + DocsCOMMENT
LOW⚡…rol/topics/tmux-mobile-ccb-implementation-blueprint.md312### Step 1: Fork PrepCOMMENT
LOW⚡…rol/topics/tmux-mobile-ccb-implementation-blueprint.md318### Step 2: Socket-Aware Terminal AttachCOMMENT
LOW⚡…rol/topics/tmux-mobile-ccb-implementation-blueprint.md326### Step 3: Project RegistryCOMMENT
LOW⚡…rol/topics/tmux-mobile-ccb-implementation-blueprint.md333### Step 4: CCB Project AttachCOMMENT
LOW⚡…rol/topics/tmux-mobile-ccb-implementation-blueprint.md340### Step 5: ProjectView Side DataCOMMENT
LOW⚡…rol/topics/tmux-mobile-ccb-implementation-blueprint.md347### Step 6: Safety And PermissionsCOMMENT
LOW⚡…rol/topics/tmux-mobile-ccb-implementation-blueprint.md354### Step 7: LifecycleCOMMENT
LOW⚡…rol/topics/tmux-mobile-ccb-implementation-blueprint.md361### Step 8: NotificationsCOMMENT
LOW⚡…rol/topics/tmux-mobile-ccb-implementation-blueprint.md367### Step 9: Markdown/Math DrawerCOMMENT
Decorative Section Separators9 hits · 32 pts
SeverityFileLineSnippetContext
MEDIUM⚡test/test_multi_instance.py167# ── Session module instance support ────────────────────────────────────────COMMENT
MEDIUM⚡test/test_multi_instance.py297# ── Backward compatibility ──────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_multi_instance.py321# ── Daemon routing with instance ────────────────────────────────────────────COMMENT
MEDIUMtest/test_multi_instance.py20# ── Stub out modules that use Python 3.10+ syntax (str | None) ─────────────COMMENT
MEDIUMtest/test_multi_instance.py53# ── parse_qualified_provider ────────────────────────────────────────────────COMMENT
MEDIUMtest/test_multi_instance.py102# ── make_qualified_key ──────────────────────────────────────────────────────COMMENT
MEDIUMtest/test_multi_instance.py132# ── session_filename_for_instance ───────────────────────────────────────────COMMENT
MEDIUMconfig/ccb-tmux-on.sh210# ---------------------------------------------------------------------------COMMENT
MEDIUMconfig/ccb-tmux-on.sh212# ---------------------------------------------------------------------------COMMENT
AI Structural Patterns31 hits · 27 pts
SeverityFileLineSnippetContext
LOWtest/test_maintenance_heartbeat.py86CODE
LOWtest/test_planner_feedback.py26CODE
LOWtest/test_ccbd_reload_apply.py1468CODE
LOWmobile/tools/mobile_acceptance_evidence_audit_test.py161CODE
LOWmobile/tools/mobile_physical_tailnet_preflight_test.py24CODE
LOWscripts/dynamic_layout_smoke.py292CODE
LOWscripts/reload_busy_drain_smoke.py83CODE
LOWscripts/guarded_dynamic_layout_provider_smoke.py29CODE
LOWlib/terminal_runtime/tmux_identity.py6CODE
LOWlib/mobile_gateway/service.py433CODE
LOWlib/provider_backends/mimo/launcher.py381CODE
LOWlib/provider_backends/claude/launcher_runtime/home.py77CODE
LOWlib/provider_backends/claude/launcher_runtime/home.py128CODE
LOWlib/provider_backends/opencode/launcher.py523CODE
LOWlib/ccbd/start_flow.py67CODE
LOWlib/ccbd/reload_apply_service.py28CODE
LOWlib/ccbd/socket_client_runtime/endpoints.py104CODE
LOWlib/ccbd/services/dispatcher.py62CODE
LOWlib/ccbd/services/runtime.py89CODE
LOWlib/ccbd/services/runtime.py165CODE
LOWlib/ccbd/services/lifecycle.py149CODE
LOWlib/ccbd/services/runtime_runtime/attach.py11CODE
LOWlib/cli/tools_runtime/workbench.py280CODE
LOWlib/cli/services/mobile_update.py55CODE
LOWlib/cli/services/mobile_host.py96CODE
LOWlib/cli/services/kill_runtime/remote.py63CODE
LOWlib/message_bureau/facade.py31CODE
LOWlib/message_bureau/control.py26CODE
LOWlib/message_bureau/control_trace_runtime/collections.py86CODE
LOWlib/provider_profiles/codex_home_config.py107CODE
LOWlib/provider_hooks/activity_runtime/events.py64CODE
Over-Commented Block17 hits · 17 pts
SeverityFileLineSnippetContext
LOW…/flutter_plugin_android_lifecycle/android/proguard.txt1# The point of this package is to specify that a dependent plugin intends toCOMMENT
LOW…ker/Sources/file_picker/include/file_picker-umbrella.h1#import <file_picker/FileInfo.h>COMMENT
LOW…ces/file_picker/include/file_picker/FilePickerPlugin.h1#import <Flutter/Flutter.h>COMMENT
LOW…rces/file_picker/include/file_picker/FilePickerUtils.h1//COMMENT
LOW…third_party/file_picker/lib/src/file_picker_utils.dart1import 'dart:io';COMMENT
LOW…e/app/third_party/file_picker/lib/src/file_picker.dart1import 'dart:async';COMMENT
LOW…e/app/third_party/file_picker/lib/src/file_picker.dart21 /// which can be useful for uploading and processing large files. Defaults to `false`.COMMENT
LOW…e/app/third_party/file_picker/lib/src/file_picker.dart41 /// will be used.COMMENT
LOW…e/app/third_party/file_picker/lib/src/file_picker.dart81 lockParentWindow: lockParentWindow,COMMENT
LOW…e/app/third_party/file_picker/lib/src/file_picker.dart121 /// of it whenever needed. However, this will force the cleanup if you want to manage those on your own.COMMENT
LOW…e/app/third_party/file_picker/lib/src/file_picker.dart141 /// On macOS the parent window will be locked and this parameter is ignored.COMMENT
LOW…e/app/third_party/file_picker/lib/src/file_picker.dart161 }) {COMMENT
LOW…e/app/third_party/file_picker/lib/src/file_picker.dart181 /// The User Selected File Read/Write entitlement is required on macOS.COMMENT
LOW…cker/lib/src/platform/windows/file_picker_windows.dart281 /// by a `null` character, followed by the file names each separated by a `null`COMMENT
LOW…rc/platform/windows/file_picker_windows_ffi_types.dart1import 'dart:ffi';COMMENT
LOW…rc/platform/windows/file_picker_windows_ffi_types.dart41 /// The address of a buffer to receive the file system path. This buffer must be at leastCOMMENT
LOW…third_party/file_picker/lib/src/api/platform_file.dart41 /// [Check here in the FAQ](https://github.com/miguelpruivo/flutter_file_picker/wiki/FAQ) an example on how to use it COMMENT
Hallucination Indicators1 hit · 10 pts
SeverityFileLineSnippetContext
CRITICALtools/ccb-agent-sidebar/src/model.rs351 response.view.namespace.sidebar.view_error.as_deref(),CODE
Redundant / Tautological Comments5 hits · 8 pts
SeverityFileLineSnippetContext
LOWinstall.sh2353 # Check if BIN_DIR is already in PATHCOMMENT
LOWinstall.sh2376 # Check if already configured in shell rcCOMMENT
LOWinstall.sh3150 # Check if already configured (new or legacy marker) in either main/local config.COMMENT
LOW⚡bin/autonew.py95 # Check if pane is aliveCOMMENT
LOW…ackends/codex/launcher_runtime/command_runtime/home.py104 # Set USERPROFILE to the same isolated path and instruct WSLENV to automatically translate paths.COMMENT
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MEDIUMtest/test_memory_module.py308 # Create a mock session fileCOMMENT
MEDIUMmobile/app/third_party/open_filex/pubspec.yaml18# The following section is specific to Flutter.COMMENT
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MEDIUMinstall.sh3811# Test harness split marker: main "$@"COMMENT
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LOW…-tmux-control/topics/tailscale-tailnet-stable-route.md146 "group:ccb-mobile-users": ["user@example.com"]CODE
LOW…ervices/dispatcher_runtime/frontdesk_direct_handoff.py74 root = _direct_activation_path(dispatcher, 'placeholder').parentCODE
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MEDIUMlib/cli/services/plan_tasks.py1154CODE
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MEDIUMlib/cli/services/role_output_import.py3109 label_matches = list(re.finditer(r'(?mi)^\s*(?:#+\s*)?orchestration[_ ]bundle\s*:', reply))CODE
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LOWmcp/ccb-delegation/server_runtime_protocol.py6def handle_request(CODE