AI Slop Code RIsk Monitor

Tracer-Cloud/opensre

Build your own AI SRE agents. The open source toolkit for the AI era.

43.5 High pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for Tracer-Cloud/opensre, a Python project with 11,751 GitHub stars. SynthScan examined 650,920 lines of code across 3853 source files, recording 24746 pattern matches distributed across 23 syntactic categories. The legacy adjusted pattern signal is 43.5 (High pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

43.5
Adjusted Signal
43.5
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
11.8K
Stars
Python
Language
650.9K
Lines of Code
3.9K
Files
24.7K
Pattern Hits
2026-10-12
Scan Date
0.04
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 71.1/100 · HIGH

Can maintainers explain intent, assumptions, and trade-offs? 15691 finding(s).

Hallucinated Dependency & Supply Chain Risk 33.0/100 · MEDIUM

Are imports declared and package/API names verified? 5542 finding(s).

Agent Over-Engineering Ratio 82.3/100 · CRITICAL

Are wrappers, guards, and repeated structures necessary? 18734 finding(s).

PR Review Velocity Impact 88.1/100 · CRITICAL

Which changes need focused human review? 24746 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 155MEDIUM 1073LOW 23518

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 24746 distinct pattern matches across 23 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.

Hyper-Verbose Identifiers15148 hits · 15497 pts
SeverityFileLineSnippetContext
LOWtools/registry.py46def register_external_tool_package(package: ModuleType) -> None:CODE
LOWtools/registry.py163def clear_tool_registry_cache() -> None:CODE
LOWtools/registry.py190def _integration_by_tool_name() -> dict[str, str]:CODE
LOWtools/registry.py271def resolve_tool_display_name(tool_name: str) -> str:CODE
LOWtools/registry.py290def resolve_tool_activity_labels(tool_name: str) -> tuple[str, str]:CODE
LOWtools/registry_discovery.py121def _qualify_tool_module_name(package: ModuleType, module_name: str) -> str:CODE
LOWtools/registry_discovery.py127def _iter_manifest_tool_module_names(module: ModuleType) -> tuple[str, ...]:CODE
LOW⚡tools/registry_discovery.py163def _import_tool_module_or_none(package: ModuleType, module_name: str) -> ModuleType | None:CODE
LOW⚡tools/registry_discovery.py180def iter_discovered_tool_modules(package: ModuleType) -> list[ModuleType]:CODE
LOWtools/registry_discovery.py196def _candidate_belongs_to_module(candidate: object, module_name: str) -> bool:CODE
LOWtools/registry_discovery.py204def _registered_tool_from_candidate(candidate: object) -> RegisteredTool | None:CODE
LOWtools/registry_discovery.py224def collect_registered_tools_from_module(module: ModuleType) -> list[RegisteredTool]:CODE
LOWtools/harness_adapters.py6def register_harness_adapters() -> None:CODE
LOWtools/registry_index.py421def clear_descriptor_index_cache() -> None:CODE
LOWtools/system/runbook_guidance_tool/tool.py67def _runbook_sources_available(sources: dict[str, dict[str, Any]]) -> bool:CODE
LOWtools/system/work_items/reminders.py21def disable_existing_item_reminders(item_id: str) -> int:CODE
LOWtools/system/work_items/tool.py569def work_task_schedule_checkin(CODE
LOWtools/system/fleet_monitoring/discovery.py64def process_has_open_codex_rollout(pid: int) -> bool:CODE
LOWtools/system/fleet_monitoring/discovery.py198def registered_and_discovered_agents(CODE
LOWtools/system/fleet_monitoring/discovery.py238def classify_command_provider(command: str) -> FleetAgentProvider | None:CODE
LOWtools/system/fleet_monitoring/discovery.py331def _codex_duplicate_pids_to_drop(rows: Iterable[ProcessRow], codex_pids: set[int]) -> set[int]:CODE
LOWtools/system/fleet_monitoring/discovery.py358def _is_codex_wrapper_native_pair(parent: ProcessRow, child: ProcessRow) -> bool:CODE
LOWtools/system/fleet_monitoring/discovery.py394def _preferred_codex_pair_pid(CODE
LOWtools/system/fleet_monitoring/discovery.py406def _discover_cursor_terminal_agents(cursor_projects_dir: Path) -> list[AgentRecord]:CODE
LOWtools/system/fleet_monitoring/discovery.py418def _record_from_cursor_terminal(path: Path) -> AgentRecord | None:CODE
LOWtools/system/fleet_monitoring/discovery.py480def _claude_code_cli_matches_cmdline(cmdline: list[str]) -> bool:CODE
LOWtools/system/fleet_monitoring/discovery.py569def _matches_desktop_path_hints(cmdline: list[str], hints: tuple[str, ...]) -> bool:CODE
LOW⚡tools/system/fleet_monitoring/discovery.py584def _is_claude_desktop_artifact(cmdline: list[str]) -> bool:CODE
LOW⚡tools/system/fleet_monitoring/discovery.py588def _is_codex_desktop_artifact(cmdline: list[str]) -> bool:CODE
LOW⚡tools/system/fleet_monitoring/discovery.py592def _is_cursor_desktop_artifact(cmdline: list[str]) -> bool:CODE
LOWtools/system/fleet_monitoring/lifecycle.py46def _assert_target_pid_exists(pid: int) -> None:CODE
LOWtools/system/fleet_monitoring/probe.py89def process_has_open_codex_rollout(pid: int) -> bool:CODE
LOWtools/system/fleet_monitoring/pricing.py304def _local_family_alias_canonical(candidate: str) -> str | None:CODE
LOWtools/system/fleet_monitoring/pricing.py312def _local_family_fallback_canonical(candidate: str) -> str | None:CODE
LOWtools/system/fleet_monitoring/provider_ids.py45def provider_from_classified_name(name: str) -> FleetAgentProvider | None:CODE
LOWtools/system/local_repo_insights/tool.py226def analyze_local_repositories(CODE
LOWtools/interactive_shell/subprocess_presenter.py70 def start_task_output_streams(CODE
LOWtools/interactive_shell/subprocess_presenter.py84 def start_background_cli_task(CODE
LOWtools/interactive_shell/subprocess_presenter.py97def headless_subprocess_presenter_factory(CODE
LOWtools/interactive_shell/subprocess.py92def _process_group_leader_pid(proc: WatchedProcess) -> int | None:CODE
LOWtools/interactive_shell/subprocess.py215def subprocess_env_with_width(CODE
LOWtools/interactive_shell/subprocess.py272def watch_subprocess_until_exit(CODE
LOWtools/interactive_shell/subprocess.py363 def start_task_output_streams(CODE
LOWtools/interactive_shell/subprocess.py376 def start_background_cli_task(CODE
LOWtools/interactive_shell/subprocess.py388def require_subprocess_presenter(ctx: ActionToolScope) -> SubprocessPresenter:CODE
LOWtools/interactive_shell/cli.py111def _sys_executable_is_python() -> bool:CODE
LOWtools/interactive_shell/cli.py115def _current_opensre_entrypoint() -> str | None:CODE
LOWtools/interactive_shell/cli.py147def interactive_wizard_handoff_response_text(command_str: str) -> str:CODE
LOWtools/interactive_shell/cli.py162def _is_read_only_integrations(tokens: list[str]) -> bool:CODE
LOWtools/interactive_shell/cli.py182def opensre_confirmation_reason(tokens: list[str]) -> str:CODE
LOWtools/interactive_shell/cli.py190def build_opensre_execution_plan(tokens: list[str]) -> OpensreExecutionPlan:CODE
LOWtools/interactive_shell/cli.py334def _run_foreground_via_presenter(CODE
LOWtools/interactive_shell/cli.py371def _run_streaming_via_presenter(CODE
LOWtools/interactive_shell/cli.py398def run_opensre_cli_command_result(CODE
LOWtools/interactive_shell/shell/merge_guard.py77def pull_request_checkout_refusal(command: str, cwd: str | None = None) -> str | None:CODE
LOWtools/interactive_shell/shell/policy.py24def evaluate_shell_from_parsed(parsed: ParsedShellCommand) -> ExecutionPolicyResult:CODE
LOWtools/interactive_shell/shell/display.py32def format_shell_command_for_display(command: str) -> str:CODE
LOWtools/interactive_shell/shared/slash_catalog.py543def build_slash_command_specs(CODE
LOWtools/interactive_shell/shared/slash_catalog.py564def format_slash_catalog_text(CODE
LOWtools/interactive_shell/shared/slash_catalog.py588def slash_invoke_tool_description(specs: list[SlashCommandSpec] | None = None) -> str:CODE
15088 more matches not shown…
Unused Imports5421 hits · 4890 pts
SeverityFileLineSnippetContext
LOWmain.py52CODE
LOWtools/registry_skill_guidance.py8CODE
LOWtools/registry.py9CODE
LOWtools/registry_discovery.py10CODE
LOWtools/harness_adapters.py3CODE
LOWtools/registry_index.py14CODE
LOWtools/cross_vendor/__init__.py12CODE
LOWtools/cross_vendor/fix_sentry_issue/runner.py8CODE
LOWtools/cross_vendor/fix_sentry_issue/__init__.py29CODE
LOWtools/cross_vendor/fix_sentry_issue/context.py8CODE
LOWtools/cross_vendor/fix_sentry_issue/errors.py3CODE
LOWtools/cross_vendor/fix_sentry_issue/ship.py14CODE
LOWtools/cross_vendor/resolve_merge_conflicts/runner.py11CODE
LOWtools/cross_vendor/resolve_merge_conflicts/__init__.py18CODE
LOWtools/cross_vendor/resolve_merge_conflicts/__init__.py20CODE
LOWtools/cross_vendor/resolve_merge_conflicts/__init__.py20CODE
LOWtools/cross_vendor/resolve_merge_conflicts/errors.py3CODE
LOWtools/cross_vendor/resolve_merge_conflicts/tool.py7CODE
LOWtools/system/__init__.py12CODE
LOWtools/system/workspace_paths.py9CODE
LOWtools/system/agent_memory/results.py8CODE
LOWtools/system/agent_memory/__init__.py3CODE
LOWtools/system/agent_memory/__init__.py5CODE
LOWtools/system/agent_memory/__init__.py5CODE
LOWtools/system/agent_memory/__init__.py5CODE
LOWtools/system/agent_memory/_evidence.py3CODE
LOWtools/system/agent_memory/tool.py7CODE
LOWtools/system/agent_memory/validation.py3CODE
LOWtools/system/runbook_guidance_tool/__init__.py3CODE
LOWtools/system/runbook_guidance_tool/_evidence.py3CODE
LOWtools/system/runbook_guidance_tool/tool.py3CODE
LOWtools/system/structured_file/__init__.py3CODE
LOWtools/system/structured_file/__init__.py3CODE
LOWtools/system/structured_file/parse.py8CODE
LOWtools/system/structured_file/tool.py3CODE
LOWtools/system/structured_file/tool.py11CODE
LOWtools/system/sre_guidance_tool/__init__.py3CODE
LOWtools/system/sre_guidance_tool/__init__.py12CODE
LOWtools/system/sre_guidance_tool/_evidence.py3CODE
LOWtools/system/work_items/delivery.py3CODE
LOWtools/system/work_items/results.py3CODE
LOWtools/system/work_items/__init__.py3CODE
LOWtools/system/work_items/__init__.py5CODE
LOWtools/system/work_items/__init__.py5CODE
LOWtools/system/work_items/__init__.py5CODE
LOWtools/system/work_items/__init__.py5CODE
LOWtools/system/work_items/__init__.py5CODE
LOWtools/system/work_items/__init__.py5CODE
LOWtools/system/work_items/reminders.py3CODE
LOWtools/system/work_items/_evidence.py3CODE
LOWtools/system/work_items/tool.py3CODE
LOWtools/system/work_items/validation.py3CODE
LOWtools/system/work_items/validation.py5CODE
LOWtools/system/workspace_git_scan/skips.py3CODE
LOWtools/system/workspace_git_scan/render.py3CODE
LOWtools/system/workspace_git_scan/__init__.py3CODE
LOWtools/system/workspace_git_scan/__init__.py4CODE
LOWtools/system/workspace_git_scan/__init__.py4CODE
LOWtools/system/workspace_git_scan/__init__.py4CODE
LOWtools/system/workspace_git_scan/__init__.py5CODE
5361 more matches not shown…
Decorative Section Separators994 hits · 3975 pts
SeverityFileLineSnippetContext
MEDIUM⚡core/llm/factory.py101# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡core/llm/factory.py103# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡core/llm/client_builders.py33# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡core/llm/client_builders.py35# ---------------------------------------------------------------------------COMMENT
MEDIUMcore/llm/client_builders.py146# ---------------------------------------------------------------------------COMMENT
MEDIUMcore/llm/client_builders.py148# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡core/agent_harness/session/integration_resolution.py44# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡core/agent_harness/session/integration_resolution.py46# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡core/agent_harness/session/integration_resolution.py137# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡core/agent_harness/session/integration_resolution.py139# ---------------------------------------------------------------------------COMMENT
MEDIUMcore/agent_harness/session/lifecycle.py95 # ─── Core bootstrap ──────────────────────────────────────────────────COMMENT
MEDIUMcore/agent_harness/session/lifecycle.py122 # ─── Lifecycle ───────────────────────────────────────────────────────COMMENT
MEDIUMcore/domain/types/incident_anchors.py75# ---------------------------------------------------------------------------COMMENT
MEDIUMcore/domain/types/incident_anchors.py77# ---------------------------------------------------------------------------COMMENT
MEDIUMconfig/repl_config.py53# ── Release notes ─────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡tests/tools/test_rocketchat_send_message_tool.py48# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_rocketchat_send_message_tool.py50# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_rocketchat_send_message_tool.py76# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_rocketchat_send_message_tool.py78# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_rocketchat_send_message_tool.py104# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_rocketchat_send_message_tool.py106# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_rocketchat_send_message_tool.py173# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_rocketchat_send_message_tool.py175# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_rocketchat_send_message_tool.py259# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_rocketchat_send_message_tool.py261# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_kafka_topic_health_tool.py108# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_kafka_topic_health_tool.py110# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_kafka_topic_health_tool.py133# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_kafka_topic_health_tool.py135# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_kafka_topic_health_tool.py165# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_kafka_topic_health_tool.py167# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_kafka_topic_health_tool.py263 # ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_kafka_topic_health_tool.py265 # ---------------------------------------------------------------------------COMMENT
MEDIUMtests/tools/test_kafka_topic_health_tool.py25# ---------------------------------------------------------------------------COMMENT
MEDIUMtests/tools/test_kafka_topic_health_tool.py27# ---------------------------------------------------------------------------COMMENT
MEDIUMtests/tools/test_kafka_topic_health_tool.py91# ---------------------------------------------------------------------------COMMENT
MEDIUMtests/tools/test_kafka_topic_health_tool.py93# ---------------------------------------------------------------------------COMMENT
MEDIUMtests/tools/conftest.py14# ---------------------------------------------------------------------------COMMENT
MEDIUMtests/tools/conftest.py16# ---------------------------------------------------------------------------COMMENT
MEDIUMtests/tools/conftest.py248# ---------------------------------------------------------------------------COMMENT
MEDIUMtests/tools/conftest.py250# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_groundcover_tools.py56# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_groundcover_tools.py58# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_groundcover_tools.py94# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_groundcover_tools.py96# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_groundcover_tools.py173# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_groundcover_tools.py175# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_groundcover_tools.py188# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_groundcover_tools.py190# ---------------------------------------------------------------------------COMMENT
MEDIUMtests/tools/test_groundcover_tools.py36# ---------------------------------------------------------------------------COMMENT
MEDIUMtests/tools/test_groundcover_tools.py38# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/tools/test_cloudtrail_events.py61# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡tests/tools/test_cloudtrail_events.py63# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡tests/tools/test_cloudtrail_events.py108# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡tests/tools/test_cloudtrail_events.py110# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡tests/tools/test_cloudtrail_events.py133# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡tests/tools/test_cloudtrail_events.py135# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡tests/tools/test_cloudtrail_events.py159# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡tests/tools/test_cloudtrail_events.py161# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡tests/tools/test_cloudtrail_events.py505# ─────────────────────────────────────────────────────────────────────────────COMMENT
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Modern Structural Boilerplate1596 hits · 1612 pts
SeverityFileLineSnippetContext
LOWtools/registry_skill_guidance.py19logger = logging.getLogger(__name__)CODE
LOWtools/registry.py31logger = logging.getLogger(__name__)CODE
LOWtools/registry_discovery.py21logger = logging.getLogger(__name__)CODE
LOWtools/registry_index.py425__all__ = [CODE
LOWtools/cross_vendor/__init__.py16__all__ = ["TOOL_MODULES"]CODE
LOWtools/cross_vendor/resolve_merge_conflicts/runner.py935__all__ = ["SOURCE", "resolve_merge"]CODE
LOWtools/cross_vendor/resolve_merge_conflicts/__init__.py25__all__ = ["ResolveMergeConflictsTool", "resolve_merge_conflicts"]CODE
LOWtools/cross_vendor/resolve_merge_conflicts/tool.py381__all__ = ["ResolveMergeConflictsTool", "resolve_merge_conflicts"]CODE
LOWtools/system/__init__.py28__all__ = ["TOOL_MODULES"]CODE
LOWtools/system/workspace_paths.py46__all__ = ["WorkspacePathError", "resolve_within_workspace", "workspace_relative"]CODE
LOWtools/system/agent_memory/results.py95__all__ = [CODE
LOWtools/system/agent_memory/__init__.py7__all__ = ["memory_forget", "memory_recall", "memory_remember"]CODE
LOWtools/system/agent_memory/tool.py248__all__ = ["memory_forget", "memory_recall", "memory_remember"]CODE
LOWtools/system/agent_memory/validation.py106__all__ = [CODE
LOWtools/system/runbook_guidance_tool/__init__.py5__all__ = ["load_runbook_guidance"]CODE
LOWtools/system/runbook_guidance_tool/_evidence.py39__all__ = ["map_runbook_guidance"]CODE
LOWtools/system/runbook_guidance_tool/tool.py25logger = logging.getLogger(__name__)CODE
LOWtools/system/runbook_guidance_tool/tool.py477__all__ = ["load_runbook_guidance"]CODE
LOWtools/system/structured_file/__init__.py5__all__ = ["TOOL_NAME", "read_structured_file"]CODE
LOWtools/system/structured_file/parse.py165__all__ = [CODE
LOWtools/system/structured_file/tool.py113__all__ = ["FORMAT_BY_SUFFIX", "TOOL_NAME", "read_structured_file"]CODE
LOWtools/system/sre_guidance_tool/__init__.py62__all__ = ["get_sre_guidance", "get_topics_for_keywords"]CODE
LOWtools/system/work_items/delivery.py79__all__ = [CODE
LOWtools/system/work_items/results.py102__all__ = [CODE
LOWtools/system/work_items/__init__.py14__all__ = [CODE
LOWtools/system/work_items/reminders.py82__all__ = [CODE
LOWtools/system/work_items/tool.py628__all__ = [CODE
LOWtools/system/work_items/validation.py81__all__ = [CODE
LOWtools/system/workspace_git_scan/skips.py36__all__ = ["MACOS_PRIVACY_PROTECTED", "default_skip_paths", "skipped_note"]CODE
LOWtools/system/workspace_git_scan/render.py106__all__ = ["render_snapshot", "snapshot_renderable", "snapshot_text"]CODE
LOWtools/system/workspace_git_scan/__init__.py12__all__ = [CODE
LOWtools/system/workspace_git_scan/git_files.py100__all__ = ["common_git_dir", "configured_origin"]CODE
LOWtools/system/workspace_git_scan/scan.py501__all__ = [CODE
LOWtools/system/workspace_git_scan/prefetch.py52__all__ = ["ScanRequest", "claim_scan_prefetch", "reset_scan_prefetch", "start_scan_prefetch"]CODE
LOWtools/system/workspace_git_scan/tool.py288__all__ = ["prefetch_workspace_scan", "scan_local_git_workspace", "workspace_snapshot"]CODE
LOWtools/system/fleet_monitoring/tail.py448__all__ = [CODE
LOWtools/system/fleet_monitoring/config.py22logger = logging.getLogger(__name__)CODE
LOWtools/system/fleet_monitoring/config.py122__all__ = [CODE
LOWtools/system/fleet_monitoring/discovery.py19logger = logging.getLogger(__name__)CODE
LOWtools/system/fleet_monitoring/discovery.py627__all__ = [CODE
LOWtools/system/fleet_monitoring/registry.py14logger = logging.getLogger(__name__)CODE
LOWtools/system/fleet_monitoring/__init__.py25__all__ = [CODE
LOWtools/system/fleet_monitoring/providers.py41__all__ = [CODE
LOWtools/system/fleet_monitoring/bus.py45logger = logging.getLogger(__name__)CODE
LOWtools/system/fleet_monitoring/bus.py769__all__ = [CODE
LOWtools/system/fleet_monitoring/token_rate.py127__all__ = ["TOKEN_RATE_TRACKER", "TokenRateTracker"]CODE
LOWtools/system/fleet_monitoring/lifecycle.py17logger = logging.getLogger(__name__)CODE
LOWtools/system/fleet_monitoring/pricing.py65logger = logging.getLogger(__name__)CODE
LOWtools/system/fleet_monitoring/pricing.py540__all__ = [CODE
LOWtools/system/fleet_monitoring/conflicts.py98__all__ = [CODE
LOWtools/system/fleet_monitoring/sweep.py26logger = logging.getLogger(__name__)CODE
LOWtools/system/fleet_monitoring/sweep.py150__all__ = ["DEFAULT_LOCK_DIR", "SweepResult", "sweep"]CODE
LOWtools/system/fleet_monitoring/sampler.py38logger = logging.getLogger(__name__)CODE
LOWtools/system/fleet_monitoring/coordination.py18logger = logging.getLogger(__name__)CODE
LOWtools/system/fleet_monitoring/coordination.py151__all__ = ["BranchClaim", "BranchClaims"]CODE
LOWtools/system/fleet_monitoring/provider_ids.py64__all__ = ["FleetAgentProvider", "provider_from_classified_name"]CODE
LOWtools/system/fleet_monitoring/token_sources/codex.py25logger = logging.getLogger(__name__)CODE
LOWtools/system/fleet_monitoring/token_sources/codex.py121__all__ = ["CodexRolloutSource"]CODE
LOWtools/system/fleet_monitoring/token_sources/registry.py36__all__ = ["TOKEN_SOURCE_REGISTRY", "get_token_source"]CODE
LOWtools/system/fleet_monitoring/token_sources/__init__.py199__all__ = [CODE
1536 more matches not shown…
Excessive Try-Catch Wrapping810 hits · 835 pts
SeverityFileLineSnippetContext
LOWtools/registry.py146 except Exception as exc:CODE
LOWtools/registry.py250 except Exception as exc:CODE
LOW⚡tools/registry_discovery.py170 except Exception as exc:CODE
LOWtools/cross_vendor/resolve_merge_conflicts/tool.py374 except Exception: # noqa: BLE001 - not a repository or git missing: nothing to matchCODE
LOWtools/system/runbook_guidance_tool/tool.py71 except Exception as exc:CODE
LOWtools/system/runbook_guidance_tool/tool.py105 except Exception as exc:CODE
LOWtools/system/runbook_guidance_tool/tool.py121 except Exception as exc:CODE
LOWtools/system/runbook_guidance_tool/tool.py168 except Exception as exc:CODE
LOWtools/system/runbook_guidance_tool/tool.py196 except Exception as exc:CODE
LOWtools/system/runbook_guidance_tool/tool.py254 except Exception as exc:CODE
LOWtools/system/fleet_monitoring/sampler.py85 except Exception:CODE
LOW⚡tools/system/fleet_monitoring/sampler.py98 except Exception:CODE
LOW⚡tools/system/fleet_monitoring/sampler.py102 except Exception:CODE
LOW⚡tools/system/fleet_monitoring/sampler.py111 except Exception:CODE
LOWtools/system/local_repo_insights/analysis.py234 except Exception as exc: # one unreadable checkout must not end the analysisCODE
LOWtools/interactive_shell/cli.py284 except Exception as exc: # noqa: BLE001CODE
LOWtools/interactive_shell/cli.py380 except Exception as exc: # noqa: BLE001CODE
LOWtools/interactive_shell/shell/runner.py104 except Exception as exc:CODE
LOWtools/interactive_shell/skill_scripts/runner.py76 except Exception as exc:CODE
LOW…teractive_shell/implementation/claude_code_executor.py272 except Exception as exc:CODE
LOW…teractive_shell/implementation/claude_code_executor.py293 except Exception as exc:CODE
LOW…teractive_shell/implementation/claude_code_executor.py342 except Exception as exc: # noqa: BLE001CODE
LOW…teractive_shell/implementation/claude_code_executor.py354 except Exception:CODE
MEDIUM…teractive_shell/implementation/claude_code_executor.py304def _watch() -> None:CODE
LOWcore/llm/image_description.py74 except Exception as exc: # noqa: BLE001 - any provider/transport failure degrades to NoneCODE
LOWcore/llm/providers/azure_openai.py129 except Exception:CODE
LOWcore/llm/transports/sdk/llm_clients.py346 except Exception as err:CODE
LOWcore/llm/transports/sdk/llm_clients.py405 except Exception as err:CODE
LOWcore/llm/transports/sdk/llm_clients.py534 except Exception as err:CODE
LOWcore/llm/transports/sdk/llm_clients.py635 except Exception as err:CODE
LOWcore/llm/transports/sdk/llm_clients.py793 except Exception as err:CODE
LOWcore/llm/transports/sdk/llm_clients.py911 except Exception as err:CODE
LOWcore/llm/transports/sdk/llm_clients.py1025 except Exception as err:CODE
LOWcore/llm/transports/sdk/agent_clients.py274 except Exception as err:CODE
LOWcore/llm/transports/sdk/agent_clients.py473 except Exception as err:CODE
LOWcore/llm/transports/sdk/agent_clients.py803 except Exception as err:CODE
LOWcore/llm/shared/structured_output.py77 except Exception as err:CODE
LOWcore/llm/shared/llm_retry.py222 except Exception as exc:CODE
LOWcore/llm/shared/openai_chat_completions.py259 except Exception as err:CODE
LOWcore/llm/shared/openai_chat_completions.py314 except Exception as err:CODE
LOWcore/llm/shared/openai_chat_completions.py386 except Exception as err:CODE
LOW⚡core/agent_harness/closed_llm_verdict.py62 except Exception:CODE
LOW⚡core/agent_harness/closed_llm_verdict.py69 except Exception:CODE
LOWcore/agent_harness/accounting/turn_accounting.py67 except Exception:CODE
LOW⚡core/agent_harness/tools/action_tools.py65 except Exception as exc:CODE
LOWcore/agent_harness/session_goal/run_until.py136 except Exception:CODE
LOWcore/agent_harness/session_goal/run_until.py208 except Exception:CODE
LOWcore/agent_harness/session_goal/run_until.py261 except Exception:CODE
LOWcore/agent_harness/session_goal/validate.py105 except Exception:CODE
LOWcore/agent_harness/session_goal/validate.py112 except Exception:CODE
LOWcore/agent_harness/session_goal/judge.py204 except Exception:CODE
LOWcore/agent_harness/session_goal/judge.py277 except Exception:CODE
LOW⚡core/agent_harness/session_goal/judge.py321 except Exception:CODE
LOW⚡core/agent_harness/session_goal/judge.py328 except Exception:CODE
LOWcore/agent_harness/session_goal/evaluate.py182 except Exception:CODE
LOWcore/agent_harness/session_goal/evaluate.py242 except Exception:CODE
LOWcore/agent_harness/session_goal/evaluate.py584 except Exception:CODE
LOWcore/agent_harness/prompts/action/assemble.py68 except Exception: # noqa: BLE001 - prompt assembly must not fail a turnCODE
LOW…gent_harness/prompts/skills/snapshot/active_catalog.py124 except Exception:CODE
LOW…/b-scheduling-github-ci-repairs/scripts/_demo_state.py38 except Exception:CODE
750 more matches not shown…
Cross-File Repetition84 hits · 420 pts
SeverityFileLineSnippetContext
HIGHtests/tools/test_rocketchat_send_message_tool.py0the flat/runtime ``sources`` shape passed to is_available().STRING
HIGHtests/tools/test_slack_send_message_tool.py0the flat/runtime ``sources`` shape passed to is_available().STRING
HIGHtests/tools/test_telegram_send_message_tool.py0the flat/runtime ``sources`` shape passed to is_available().STRING
HIGHtests/tools/test_twilio_notify_tool.py0the flat/runtime ``sources`` shape passed to is_available().STRING
HIGHtests/tools/test_rocketchat_send_message_tool.py0extract_params output is serialized into traces - it must hold no secrets.STRING
HIGHtests/tools/test_slack_send_message_tool.py0extract_params output is serialized into traces - it must hold no secrets.STRING
HIGHtests/tools/test_telegram_send_message_tool.py0extract_params output is serialized into traces - it must hold no secrets.STRING
HIGHtests/tools/test_railway_deployment_tool.py0regression: a title with bare \\r or \\r\\n line endings must not leave a literal carriage return in the report summary.STRING
HIGHtests/tools/test_cloudtrail_events.py0regression: a title with bare \\r or \\r\\n line endings must not leave a literal carriage return in the report summary.STRING
HIGHtests/tools/test_incident_io_tool.py0regression: a title with bare \\r or \\r\\n line endings must not leave a literal carriage return in the report summary.STRING
HIGHtests/tools/test_pagerduty_services_tool.py0regression: a title with bare \\r or \\r\\n line endings must not leave a literal carriage return in the report summary.STRING
HIGHtests/tools/test_bitbucket_file_contents_tool.py0regression: a title with bare \\r or \\r\\n line endings must not leave a literal carriage return in the report summary.STRING
HIGHtests/tools/test_bitbucket_search_code_tool.py0regression: a title with bare \\r or \\r\\n line endings must not leave a literal carriage return in the report summary.STRING
HIGHtests/tools/test_openobserve_logs_tool.py0regression: a title with bare \\r or \\r\\n line endings must not leave a literal carriage return in the report summary.STRING
HIGHtests/tools/test_opsgenie_alert_detail_tool.py0regression: a title with bare \\r or \\r\\n line endings must not leave a literal carriage return in the report summary.STRING
HIGHtests/tools/test_pagerduty_incident_detail_tool.py0regression: a title with bare \\r or \\r\\n line endings must not leave a literal carriage return in the report summary.STRING
HIGHtests/core/agent/test_prompt_envelope.py0these tests pin the text-history fallback (``opensre_structured_history=0``).STRING
HIGHtests/core/agent/orchestration/test_action_prompt.py0these tests pin the text-history fallback (``opensre_structured_history=0``).STRING
HIGH…s/core/agent/orchestration/test_conversation_window.py0these tests pin the text-history fallback (``opensre_structured_history=0``).STRING
HIGHtests/shared/infrastructure_sdk/resources/iam.py0get cluster details. args: name: cluster name. region: aws region. returns: cluster details or none if not found.STRING
HIGHtests/shared/infrastructure_sdk/resources/ecr.py0get cluster details. args: name: cluster name. region: aws region. returns: cluster details or none if not found.STRING
HIGHtests/shared/infrastructure_sdk/resources/ecs.py0get cluster details. args: name: cluster name. region: aws region. returns: cluster details or none if not found.STRING
HIGHtests/integrations/test_yc_compute.py0return an httpx.request stand-in that matches on a path fragment.STRING
HIGHtests/integrations/test_yc_db_tool.py0return an httpx.request stand-in that matches on a path fragment.STRING
HIGHtests/integrations/test_yc_network.py0return an httpx.request stand-in that matches on a path fragment.STRING
HIGHintegrations/clickhouse/__init__.py0shared mysql integration helpers. provides configuration, connectivity validation, and read-only diagnostic queries for STRING
HIGHintegrations/postgresql/__init__.py0shared mysql integration helpers. provides configuration, connectivity validation, and read-only diagnostic queries for STRING
HIGHintegrations/mariadb/__init__.py0shared mysql integration helpers. provides configuration, connectivity validation, and read-only diagnostic queries for STRING
HIGHintegrations/mongodb/__init__.py0shared mysql integration helpers. provides configuration, connectivity validation, and read-only diagnostic queries for STRING
HIGHintegrations/mysql/__init__.py0shared mysql integration helpers. provides configuration, connectivity validation, and read-only diagnostic queries for STRING
HIGHintegrations/clickhouse/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/postgresql/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/signoz/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/gitlab/client.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/mariadb/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/redis/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/rabbitmq/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/mongodb_atlas/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/dagster/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/mongodb/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/airflow/config.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/github/mcp.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/tempo/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/kafka/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/mysql/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/sentry_mcp/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/trello/config.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/bitbucket/config.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/jenkins/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/sentry/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/rds/__init__.py0build a normalized rds config object from env/store data.STRING
HIGHintegrations/postgresql/setup.py0what azure sql needs before it is considered configured. ``encrypt`` used to be gathered via a cli select menu; every otSTRING
HIGHintegrations/mariadb/setup.py0what azure sql needs before it is considered configured. ``encrypt`` used to be gathered via a cli select menu; every otSTRING
HIGHintegrations/redis/setup.py0what azure sql needs before it is considered configured. ``encrypt`` used to be gathered via a cli select menu; every otSTRING
HIGHintegrations/mongodb/setup.py0what azure sql needs before it is considered configured. ``encrypt`` used to be gathered via a cli select menu; every otSTRING
HIGHintegrations/azure_sql/setup.py0what azure sql needs before it is considered configured. ``encrypt`` used to be gathered via a cli select menu; every otSTRING
HIGHintegrations/signoz/availability.py0backend-aware availability check for datadog tools. the synthetic harnesses under ``tests/synthetic/`` inject a fixture STRING
HIGHintegrations/groundcover/availability.py0backend-aware availability check for datadog tools. the synthetic harnesses under ``tests/synthetic/`` inject a fixture STRING
HIGHintegrations/tempo/availability.py0backend-aware availability check for datadog tools. the synthetic harnesses under ``tests/synthetic/`` inject a fixture STRING
HIGHintegrations/datadog/availability.py0backend-aware availability check for datadog tools. the synthetic harnesses under ``tests/synthetic/`` inject a fixture STRING
24 more matches not shown…
Deep Nesting348 hits · 314 pts
SeverityFileLineSnippetContext
LOWtools/registry.py71CODE
LOWtools/registry.py121CODE
LOWtools/registry_index.py266CODE
LOWtools/registry_index.py286CODE
LOWtools/system/workspace_git_scan/scan.py233CODE
LOWtools/system/workspace_git_scan/scan.py366CODE
LOWtools/system/workspace_git_scan/scan.py417CODE
LOWtools/system/fleet_monitoring/tail.py114CODE
LOWtools/system/fleet_monitoring/bus.py702CODE
LOWtools/system/fleet_monitoring/bus.py337CODE
LOWtools/system/fleet_monitoring/bus.py362CODE
LOWtools/system/fleet_monitoring/pricing.py394CODE
LOWtools/system/fleet_monitoring/sampler.py75CODE
LOWtools/system/fleet_monitoring/meters/codex.py70CODE
LOWtools/system/local_repo_insights/analysis.py185CODE
LOWtools/system/local_repo_insights/workflows.py78CODE
LOWtools/interactive_shell/cli.py190CODE
LOWtools/interactive_shell/shell/effects.py82CODE
LOWtools/interactive_shell/shell/merge_guard.py93CODE
LOWtools/interactive_shell/skill_scripts/runner.py29CODE
LOWtools/interactive_shell/actions/sentry_fix.py26CODE
LOW…nteractive_shell/actions/propose_scheduled_delivery.py104CODE
LOWcore/context_budget.py157CODE
LOWcore/context_budget.py226CODE
LOWcore/context_budget.py370CODE
LOWcore/context_budget.py393CODE
LOWcore/messages/transcript.py8CODE
LOWcore/llm/transports/sdk/llm_clients.py354CODE
LOWcore/llm/transports/sdk/llm_clients.py555CODE
LOWcore/llm/transports/sdk/llm_clients.py936CODE
LOWcore/llm/transports/sdk/agent_clients.py933CODE
LOWcore/llm/shared/structured_output.py64CODE
LOWcore/llm/shared/openai_responses.py57CODE
LOWcore/llm/shared/tool_schema_normalize.py48CODE
LOWcore/llm/shared/tool_schema_normalize.py72CODE
LOWcore/llm/shared/tool_schema_normalize.py117CODE
LOWcore/llm/shared/tool_schema_normalize.py142CODE
LOWcore/llm/shared/llm_retry.py127CODE
LOWcore/llm/shared/openai_chat_completions.py247CODE
LOWcore/llm/shared/openai_chat_completions.py296CODE
LOWcore/llm/shared/openai_chat_completions.py362CODE
LOWcore/agent_harness/session_goal/review_input.py48CODE
LOWcore/agent_harness/prompts/skills/snapshot/sources.py70CODE
LOWcore/agent_harness/turns/action_driver.py1031CODE
LOWcore/agent_harness/turns/transcript_compaction.py378CODE
LOWcore/agent_harness/turns/structured_history.py87CODE
LOWcore/agent_harness/turns/structured_history.py250CODE
LOWcore/agent_harness/task_plan/work_log.py70CODE
LOWcore/agent_harness/session/pending_offer.py70CODE
LOWcore/agent_harness/session/memory_digest.py151CODE
LOWcore/agent_harness/session/memory_digest.py203CODE
LOWcore/agent_harness/session/pending_choice.py222CODE
LOWcore/agent_harness/session/persistence/jsonl_store.py656CODE
LOWcore/agent_harness/session/persistence/jsonl_store.py807CODE
LOWcore/agent_harness/session/persistence/paths.py30CODE
LOWcore/agent_harness/session/persistence/jsonl_repo.py246CODE
LOWcore/agent_harness/session/persistence/jsonl_repo.py365CODE
LOWcore/agent_harness/session/persistence/jsonl_repo.py394CODE
LOWcore/agent/react_loop.py271CODE
LOWcore/tool_framework/skill_guidance.py180CODE
288 more matches not shown…
Cross-Language Confusion35 hits · 214 pts
SeverityFileLineSnippetContext
HIGHtools/system/fleet_monitoring/tail.py109 raise AttachUnsupportedError("stdout is /dev/null; nothing to tail")CODE
HIGHtools/system/fleet_monitoring/tail.py183 raise AttachUnsupportedError("stdout is /dev/null; nothing to tail")CODE
HIGHtests/tools/test_github_actions_tool.py75 "conclusion": null,CODE
HIGH⚡tests/tools/interactive_shell/test_merge_guard.py48 chained = git_refusal_during_merge("git status && git checkout main", str(work))CODE
HIGH⚡tests/tools/interactive_shell/test_merge_guard.py98 "cd repo && gh pr checkout 12",CODE
HIGHtests/tools/interactive_shell/shell/test_risk.py39 ("rm data.json && echo done", CommandRisk.MEDIUM),CODE
HIGHtests/github_ci/test_release_safety.py51 == "${{ github.event.workflow_run.head_sha || github.sha }}"CODE
HIGHtests/github_ci/test_pr_pipeline_slo.py100 assert "steps.shard.outputs.pytest_paths || matrix.pytest_paths" in run_step["run"]CODE
HIGH⚡tests/core/agent_harness/test_session_bindable_ports.py57 assert isinstance(null, SessionBindable)CODE
HIGH⚡tests/core/agent_harness/test_session_bindable_ports.py58 assert isinstance(null, ConsoleBindable)CODE
HIGH⚡tests/scheduler/test_run_activity.py252 ("shell_run", {"command": "cd /tmp/r && git -C r push -u origin ci-fix/ci"}, True),CODE
HIGH⚡tests/scheduler/test_run_activity.py254 ("shell_run", {"command": "bash -lc 'cd /tmp/r && git push origin main'"}, True),CODE
HIGH⚡tests/scheduler/test_run_activity.py261 ("shell_run", {"command": "command -v gh && gh pr view 42"}, False),CODE
HIGH⚡tests/cli/test_install_sh_path.py166 assert '"$binary_path" --record-install >/dev/null 2>&1 || true' in sourceSTRING
HIGHtests/cli/test_install_matrix.py197 elif [ "$mode" -gt 0 ] 2>/dev/null; thenCODE
HIGH⚡tests/cli/wizard/test_flow.py179 "Install it first: sudo apt update && sudo apt install -y gnome-keyring dbus-user-session",CODE
HIGH⚡tests/cli/wizard/test_flow.py189 assert "Install it first: sudo apt update && sudo apt install -y gnome-keyring" in outputCODE
HIGH⚡tests/integrations/test_azure_sql.py264 # A stored integration persisting {"port": null} must not crashCOMMENT
HIGH⚡tests/integrations/test_azure_sql.py281 # A stored integration persisting {"server": null} must not yield theCOMMENT
HIGH⚡tests/integrations/test_yandex_cloud_catalog.py85 """``integrations setup`` writes unset fields as null, not as absent.STRING
HIGHtests/integrations/coding_agent/test_claude_stream.py54 "git status --short && grep -n marker file.py",CODE
HIGH⚡tests/fleet_monitoring/token_sources/test_registry.py60 # must have an explicit registry entry (real or null). WithoutCOMMENT
HIGH⚡tests/fleet_monitoring/meters/test_codex.py60 '{"type":"token_count","info":null,"rate_limits":{"plan_type":"plus"}}}'CODE
HIGH⚡tests/interactive_shell/runtime/test_repl_presenter.py136 styled = _styled_spans('echo "a && b"')CODE
HIGH⚡tests/interactive_shell/runtime/test_repl_presenter.py157 command = 'echo "a && b" && echo done'CODE
HIGH⚡tests/interactive_shell/runtime/test_repl_presenter.py172 styled = _styled_spans("echo 'a && b --force'")CODE
HIGH…ts/interactive_shell/runtime/test_subprocess_runner.py1460 text = _highlight_command("sleep 8 && echo done")CODE
HIGHinfrastructure/filestorage/providers/vercel.py227 An empty list is valid (nothing under the prefix). Missing, null, non-list,STRING
HIGH…/deployment/ec2/telegram_gateway/build_server_image.py111 "id opensre &>/dev/null || useradd --system --create-home "CODE
HIGH…/deployment/ec2/telegram_gateway/build_server_image.py123 "mkdir -p /etc/opensre && chmod 750 /etc/opensre && chown root:opensre /etc/opensre",CODE
HIGH…/deployment/ec2/telegram_gateway/build_server_image.py130 "systemctl daemon-reload && systemctl enable opensre-gateway",CODE
HIGH…structure/deployment/ec2/telegram_gateway/provision.py108 f"journalctl -u {service} -n {GATEWAY_LOG_TAIL_LINES} --no-pager 2>/dev/null || true",CODE
HIGH…ployment/ec2/telegram_gateway/install_on_new_server.py193 + "--home-dir /var/lib/opensre-gateway --shell /usr/sbin/nologin opensre || true"STRING
HIGH…ployment/ec2/telegram_gateway/install_on_new_server.py199 "mkdir -p /etc/opensre && chmod 750 /etc/opensre && chown root:opensre /etc/opensre",STRING
HIGH…ployment/ec2/telegram_gateway/install_on_new_server.py216 "systemctl daemon-reload && systemctl enable opensre-gateway",STRING
Empty Error Handlers26 hits · 130 pts
SeverityFileLineSnippetContext
HIGHtools/interactive_shell/shell/execution.py97except (OSError, ValueError):CODE
HIGHtools/interactive_shell/actions/slash.py183except ValueError:CODE
HIGHcore/llm_invoke_errors.py52except ImportError:CODE
HIGHcore/llm_invoke_errors.py60except ImportError:CODE
HIGHcore/llm/shared/structured_output.py128except json.JSONDecodeError:CODE
HIGHcore/llm/shared/llm_retry.py139except (ValueError, TypeError):CODE
HIGHcore/agent_harness/turns/gather_observation.py63except json.JSONDecodeError:CODE
HIGHcore/agent_harness/session/integration_resolution.py189except Exception:CODE
HIGHconfig/runtime_metadata/probes.py78except OSError:CODE
HIGHconfig/runtime_metadata/probes.py112except OSError:CODE
HIGHtests/interactive_shell/test_terminal_runtime.py1289except asyncio.CancelledError:CODE
HIGHtests/interactive_shell/test_terminal_runtime.py1329except asyncio.CancelledError:CODE
HIGHtests/interactive_shell/shell/test_execution_windows.py316except psutil.NoSuchProcess:CODE
HIGHintegrations/llm_cli/codex.py78except (OSError, subprocess.TimeoutExpired):CODE
HIGHintegrations/llm_cli/agent_exec.py204except (OSError, ValueError):CODE
HIGHintegrations/posthog_mcp/metric_drafts.py93except json.JSONDecodeError:CODE
HIGHintegrations/yandex_cloud/rest_client.py402except ValueError:CODE
HIGHsurfaces/shared/terminal/output/environment.py35except BrokenPipeError:CODE
HIGHsurfaces/shared/terminal/components/cpr_stdin.py42except OSError:CODE
HIGHsurfaces/cli/commands/gateway.py122except (KeyboardInterrupt, OSError):CODE
HIGH…ces/interactive_shell/command_registry/agents/trace.py113except KeyboardInterrupt:CODE
HIGHinfrastructure/filestorage/providers/azure.py180except (ValueError, binascii.Error):CODE
HIGH…structure/delivery/notifications/delivery_transport.py121except Exception:CODE
HIGH…structure/delivery/notifications/delivery_transport.py189except Exception:CODE
HIGHgateway/core/process/liveness.py21except PermissionError:CODE
HIGHgateway/tests/runtime/test_active_turns.py42except RuntimeError:CODE
Fake / Example Data86 hits · 103 pts
SeverityFileLineSnippetContext
LOW⚡tests/tools/test_s3_get_object_tool.py38 fake_data = {CODE
LOW⚡tests/tools/test_s3_get_object_tool.py47 return_value={"success": True, "data": fake_data},CODE
LOW⚡tests/tools/test_lambda_errors_tool.py31 fake_data = {CODE
LOW⚡tests/tools/test_lambda_errors_tool.py38 return_value={"success": True, "data": fake_data},CODE
LOWtests/tools/test_description_contract.py36 r"^(TODO|TBD|FIXME|description here|placeholder|lorem ipsum)\b",CODE
LOW⚡tests/tools/test_google_docs_create_report_tool.py85 share_with=["user@example.com"],CODE
LOW⚡tests/tools/test_google_docs_create_report_tool.py89 mock_client.share_document.assert_called_once_with("doc-1", "user@example.com", role="writer")CODE
LOW⚡tests/tools/test_agent_memory.py173 fake_token = "ghp_" + ("a" * 36)CODE
LOW⚡tests/tools/test_agent_memory.py178 content=f"auth_token: {fake_token}",CODE
LOW⚡tests/tools/test_lambda_invocation_logs_tool.py36 fake_data = {CODE
LOW⚡tests/tools/test_lambda_invocation_logs_tool.py43 return_value={"success": True, "data": fake_data},CODE
LOW⚡tests/tools/test_lambda_invocation_logs_tool.py61 fake_data = {CODE
LOW⚡tests/tools/test_lambda_invocation_logs_tool.py71 return_value={"success": True, "data": fake_data},CODE
LOWtests/tools/test_tracer_failed_run_tool.py47 mock_run.user_email = "user@example.com"CODE
LOW⚡tests/tools/test_lambda_config_tool.py36 fake_data = {CODE
LOWtests/tools/test_lambda_config_tool.py48 return_value={"success": True, "data": fake_data},CODE
LOW⚡tests/tools/test_jira_search_issues_tool.py25 "email": "user@example.com",CODE
LOW⚡tests/tools/test_jira_search_issues_tool.py32 assert params["email"] == "user@example.com"CODE
LOW⚡tests/tools/test_s3_list_tool.py37 fake_data = {CODE
LOW⚡tests/tools/test_s3_list_tool.py44 return_value={"success": True, "data": fake_data},CODE
LOW⚡tests/tools/test_s3_list_tool.py53 fake_data = {"count": 0, "objects": [], "is_truncated": False}CODE
LOW⚡tests/tools/test_s3_list_tool.py56 return_value={"success": True, "data": fake_data},CODE
LOWtests/tools/test_bitbucket_commits_tool.py101 "author": "Jane Doe",CODE
LOW⚡tests/core/agent_harness/session/test_memory_digest.py82 fake_token = "ghp_" + ("a" * 36)CODE
LOW⚡tests/core/agent_harness/session/test_memory_digest.py83 _tool(log, "shell_run", {"command": "env"}, ("x" * 1_480) + f" GH_TOKEN={fake_token}")CODE
LOW⚡…ore/agent_harness/session/test_memory_consolidation.py176 fake_token = "ghp_" + ("a" * 36)CODE
LOW⚡…ore/agent_harness/session/test_memory_consolidation.py181 f"Deploys authenticate with {fake_token} from the vault.\n",CODE
LOW⚡…ore/agent_harness/session/test_memory_consolidation.py191 assert fake_token not in promptCODE
LOW⚡…s/core/agent_harness/session/test_memory_extraction.py313 fake_token = "ghp_" + ("a" * 36)CODE
LOW⚡…s/core/agent_harness/session/test_memory_extraction.py317 _item("secret-token", memory_type="preference", content=f"auth_token: {fake_token}")CODE
LOW⚡…s/core/agent_harness/session/test_memory_extraction.py391 fake_token = "ghp_" + ("a" * 36)CODE
LOW⚡…s/core/agent_harness/session/test_memory_extraction.py393 [("user", f"auth_token: {fake_token}"), ("assistant", "I will not store that")]CODE
LOW⚡…s/core/agent_harness/session/test_memory_extraction.py398 assert fake_token not in promptCODE
LOW⚡tests/core/domain/memory/test_memory_store.py266 fake_token = "ghp_" + ("a" * 36)CODE
LOW⚡tests/core/domain/memory/test_memory_store.py274 evidence=f"echo {fake_token}",CODE
LOW⚡tests/core/domain/memory/test_memory_store.py318 fake_key = "sk-proj-" + ("a" * 32)CODE
LOW⚡tests/core/domain/memory/test_memory_store.py321 f"OPENAI_API_KEY: {fake_key}",CODE
LOW⚡tests/core/domain/memory/test_memory_store.py335 fake_token = "ghp_" + ("a" * 36)CODE
LOW⚡tests/core/domain/memory/test_memory_store.py341 body=f"auth_token: {fake_token}",CODE
LOW⚡tests/core/domain/memory/test_memory_store.py348 fake_token = "ghp_" + ("a" * 36)CODE
LOW⚡tests/core/domain/memory/test_memory_store.py350 f"deploy used auth_token: {fake_token} and cluster eks-prod-1"CODE
LOW⚡tests/core/domain/memory/test_memory_store.py352 assert fake_token not in redactedCODE
LOWtests/integrations/test_jira_client.py15 email="user@example.com",CODE
LOW⚡tests/integrations/test_jira_client.py33 email="user@example.com",CODE
LOWtests/integrations/test_verification_registry.py343 out = verifier("local store", {"placeholder": True})CODE
LOW…tegrations/test_catalog_silent_fallback_elimination.py159 {"endpoint": "https://x", "api_key": "k", "bot_token": "fake-token"},CODE
LOWtests/integrations/test_jira_search_and_factory.py19 email="user@example.com",CODE
LOW⚡tests/integrations/test_jira_search_and_factory.py105 email="user@example.com",CODE
LOW⚡tests/integrations/test_jira_search_and_factory.py114 assert make_jira_client("", "user@example.com", "token") is NoneCODE
LOW⚡tests/integrations/test_jira_search_and_factory.py122 assert make_jira_client("https://x.atlassian.net", "user@example.com", "") is NoneCODE
LOW⚡tests/integrations/test_jira_search_and_factory.py143 result = make_jira_client("https://myteam.atlassian.net", "user@example.com", "token")CODE
LOWtests/integrations/test_jira_search_and_factory.py160 JiraConfig(email="user@example.com", api_token=_SECRET_API_TOKEN) # type: ignore[call-arg]CODE
LOWtests/integrations/test_jira_search_and_factory.py176 "https://myteam.atlassian.net", "user@example.com", _SECRET_API_TOKENCODE
LOW⚡tests/integrations/tracer/test_tracer_pipelines.py204 user_email="user@example.com",CODE
LOWtests/integrations/tracer/test_tracer_pipelines.py182 "user_email": "user@example.com",CODE
LOWtests/integrations/tracer/test_tracer_pipelines.py315 "email": "user@example.com",CODE
LOWtests/integrations/tracer/test_tracer_pipelines.py338 assert result.user_email == "user@example.com"CODE
LOW⚡tests/integrations/llm_cli/test_claude_code_adapter.py147 m.stdout = '{"loggedIn": true, "email": "user@example.com"}\n'CODE
LOW⚡tests/integrations/llm_cli/test_claude_code_adapter.py153 assert "user@example.com" in detailCODE
LOW⚡tests/integrations/llm_cli/test_claude_code_adapter.py227 '"apiKeySource": "ANTHROPIC_API_KEY", "email": "user@example.com"}\n'CODE
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AI Slop Vocabulary29 hits · 96 pts
SeverityFileLineSnippetContext
MEDIUMpytest.ini11# The harness-providers plugin wires the tool/integration ports for every testCOMMENT
MEDIUMcore/agent_harness/harness.py85 # a cross-process lease) without asking the harness to restore that ID.COMMENT
MEDIUMcore/tool_framework/tags.py10# prose, not raw. Declarative only: no harness route branches on it.COMMENT
MEDIUM⚡tests/tools/test_cloudtrail_events.py123 # The synthetic harness injects the fixture backend as "ec2_backend" on theCOMMENT
MEDIUM⚡tests/tools/test_harness_api_border.py22#: Internal harness modules the tool tier still imports directly. Empty: everyCOMMENT
MEDIUM⚡tests/tools/test_harness_api_border.py23#: harness name the tool tier uses comes through the API.COMMENT
MEDIUMtests/core/agent_harness/test_host_capability_ports.py26#: The one module allowed to declare the factory aliases (the harness API).COMMENT
MEDIUMtests/core/agent_harness/test_host_capability_ports.py85 # Arrange — the gate belongs to the harness API; hosts implement it.COMMENT
MEDIUMtests/core/agent_harness/test_host_capability_ports.py139 # Arrange — the aliases are part of the harness API; a second copy drifts.COMMENT
MEDIUMtests/core/agent/orchestration/test_action_prompt.py120 # appended to the composed action prompt via the harness-ports fragmentCOMMENT
MEDIUMtests/core/agent/orchestration/test_action_prompt.py222 # Fat body and template stay out of the thin harness index.COMMENT
MEDIUMtests/bootstrap/test_process.py187 # Arrange: without adapter registration the harness starts but no toolCOMMENT
MEDIUMtests/utils/conftest.py38# Default stream URLs for optional remote investigation harness tests.COMMENT
MEDIUMtests/shared/harness_api.py37#: Every module through which the harness may be imported. Listed by exact nameCOMMENT
MEDIUMtests/shared/harness_api.py50#: The harness tier: one package, a fixed set of API modules.COMMENT
MEDIUMtests/shared/terminal/test_output.py760 # Verify _safe_print itself is robust; _finish delegates to it.COMMENT
MEDIUM⚡tests/interactive_shell/test_harness_api_border.py19#: Internal harness modules surfaces/ still imports directly. Empty: everyCOMMENT
MEDIUM⚡tests/interactive_shell/test_harness_api_border.py20#: harness name surfaces/ uses comes through the API.COMMENT
MEDIUMsurfaces/interactive_shell/ui/streaming/loop.py218 # harness, the non-TTY path above) never expose the attributeCOMMENT
MEDIUMsurfaces/interactive_shell/ui/input_prompt/rendering.py63 # actually issued one (the harness sets this flag). Do not infer it from theCOMMENT
MEDIUMsurfaces/interactive_shell/runtime/turn_host.py385 # module) does not pull the harness/turn-execution stackCOMMENT
MEDIUM…ces/interactive_shell/runtime/startup/initial_input.py19 # ``run_initial_input`` at top) does not pull the harness/turn-executionCOMMENT
MEDIUMgateway/tests/test_transport_contract.py56 # on the harness patching the attribute on — declared directly, or inheritedCOMMENT
MEDIUM⚡gateway/tests/test_harness_api_border.py23#: Internal harness modules gateway/ still imports directly. Empty: every harnessCOMMENT
MEDIUMgateway/tests/test_harness_behaviour_border.py52#: Modules outside the host layer that still call harness behaviour, and why.COMMENT
MEDIUMgateway/tests/test_harness_behaviour_border.py56 # Session lifecycle is the harness's; the resolver adds the gateway'sCOMMENT
MEDIUMgateway/tests/test_harness_behaviour_border.py105 # Assert: no module outside the host layer calls harness behaviour…COMMENT
MEDIUMgateway/tests/test_harness_behaviour_border.py124 # Arrange: every transport module that touches the harness at all.COMMENT
MEDIUMgateway/tests/test_harness_behaviour_border.py136 # Assert: transports import harness names, and only contracts.COMMENT
AI Structural Patterns73 hits · 72 pts
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LOWtools/cross_vendor/resolve_merge_conflicts/runner.py778CODE
LOWtools/cross_vendor/resolve_merge_conflicts/tool.py316CODE
LOWtools/system/work_items/tool.py137CODE
LOWtools/system/work_items/tool.py350CODE
LOWtools/system/workspace_git_scan/scan.py187CODE
LOWtools/interactive_shell/shell/runner.py24CODE
LOW…nteractive_shell/actions/propose_scheduled_delivery.py264CODE
LOWcore/llm/transports/sdk/llm_clients.py689CODE
LOWcore/llm/transports/litellm/clients.py55CODE
LOWcore/llm/transports/litellm/clients.py162CODE
LOWcore/agent_harness/harness.py140CODE
LOWcore/agent_harness/harness.py216CODE
LOWcore/agent_harness/harness.py362CODE
LOWcore/agent_harness/tools/tool_provider.py61CODE
LOWcore/agent_harness/turns/goal_review.py379CODE
LOWcore/agent/agent.py41CODE
LOWcore/tool_framework/tool_decorator.py23CODE
LOWcore/tool_framework/tool_decorator.py60CODE
LOWcore/tool_framework/tool_decorator.py97CODE
LOWcore/tool_framework/tool_decorator.py133CODE
LOWcore/domain/work_items/store.py116CODE
LOWcore/domain/work_items/models.py188CODE
LOWcore/tool/contracts.py624CODE
LOWcore/tool/contracts.py709CODE
LOWtests/tools/test_github_ci_analytics.py51CODE
LOWtests/utils/alert_factory/factory.py8CODE
LOWtests/utils/alert_factory/factory.py41CODE
LOWtests/shared/infrastructure_sdk/resources/ecs.py408CODE
LOWtests/cli/test_update.py228CODE
LOWintegrations/tracer/tracer_tools.py64CODE
LOWintegrations/tracer/tracer_pipelines.py130CODE
LOWintegrations/tracer/tracer_pipelines.py135CODE
LOWintegrations/tracer/tracer_pipelines.py141CODE
LOWintegrations/tracer/tracer_logs.py32CODE
LOW…rations/posthog_mcp/tools/posthog_mcp_tool/__init__.py354CODE
LOW…rations/posthog_mcp/tools/posthog_mcp_tool/__init__.py470CODE
LOWintegrations/alertmanager/tools/__init__.py138CODE
LOW…opensearch/tools/opensearch_analytics_tool/__init__.py99CODE
LOW…grations/grafana/tools/grafana_traces_tool/__init__.py87CODE
LOW…ons/grafana/tools/grafana_annotations_tool/__init__.py85CODE
LOW…tegrations/grafana/tools/grafana_logs_tool/__init__.py89CODE
LOW…rations/grafana/tools/grafana_metrics_tool/__init__.py105CODE
LOW…ons/grafana/tools/grafana_alert_rules_tool/__init__.py95CODE
LOW…owflake/tools/snowflake_query_history_tool/__init__.py140CODE
LOW…ns/cloudtrail/tools/cloudtrail_events_tool/__init__.py236CODE
LOWintegrations/github/tools/commits.py103CODE
LOWintegrations/github/tools/actions.py785CODE
LOWintegrations/github/tools/actions.py1229CODE
LOWintegrations/github/tools/repository_tree.py89CODE
LOWintegrations/github/tools/ci_fix/runner.py436CODE
LOWintegrations/github/tools/ci_fix/context.py145CODE
LOWintegrations/github/tools/ci_fix/tool.py139CODE
LOW…tions/github/tools/work_status_report_tool/__init__.py74CODE
LOW…ions/github/tools/git_deploy_timeline_tool/__init__.py234CODE
LOWintegrations/github/tools/security_fix/runner.py217CODE
LOWintegrations/github/tools/security_fix/context.py185CODE
LOWintegrations/github/tools/security_fix/tool.py141CODE
LOW…ns/openobserve/tools/openobserve_logs_tool/__init__.py153CODE
LOWintegrations/tempo/tools/__init__.py134CODE
LOWintegrations/incident_io/tools/__init__.py189CODE
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Docstring Block Structure9 hits · 45 pts
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HIGHtests/shared/infrastructure_sdk/config.py35Load stack outputs from JSON file. Args: stack_name: Name of the stack. Returns: Dictionary ofSTRING
HIGHtests/shared/infrastructure_sdk/config.py57Get single output value. Args: stack_name: Name of the stack. key: Output key to retrieve. RetSTRING
HIGHtests/shared/infrastructure_sdk/deployer.py97Wait for a condition to be true. Args: check_func: Function that returns True when condition is met. STRING
HIGHtests/shared/infrastructure_sdk/resources/vpc.py18Get default VPC. Args: region: AWS region. Returns: Dictionary with VPC info: vpc_id, cidr. STRING
HIGHtests/shared/infrastructure_sdk/resources/secrets.py12Get secret value as dict (JSON parsed). Args: secret_name: Secret name or ARN. region: AWS region. STRING
HIGHtests/shared/infrastructure_sdk/resources/secrets.py45Get secret value as raw string. Args: secret_name: Secret name or ARN. region: AWS region. RetSTRING
HIGHtests/shared/infrastructure_sdk/resources/secrets.py74Get secret ARN. Args: secret_name: Secret name. region: AWS region. Returns: Secret ARSTRING
HIGHintegrations/aws/aws_sdk_client.py135 Execute a read-only AWS SDK operation with safety validations. Args: service_name: AWS service name (eSTRING
HIGHinfrastructure/safety/auth/jwt_auth.py219Verify JWT signature and claims asynchronously. This is the primary verification function - fully async and non-bloSTRING
Over-Commented Block41 hits · 38 pts
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LOWpytest.ini1[pytest]COMMENT
LOWmypy.ini1[mypy]COMMENT
LOWtools/system/fleet_monitoring/tail.py321 self._publish(chunk)COMMENT
LOWtools/system/fleet_monitoring/tail.py341 # post is also single-producer (the loop above has exitedCOMMENT
LOWtools/system/fleet_monitoring/pricing.py141# after a direct litellm lookup misses.COMMENT
LOWcore/agent_harness/ports.py281COMMENT
LOWcore/agent_harness/session_goal/goal.py181 last_reason: str = ""COMMENT
LOWcore/agent_harness/session_goal/goal.py201 host_owned: bool = FalseCOMMENT
LOWcore/agent_harness/turns/goal_review.py241 # gather loop has no user to ask mid-pass, so its reviewer keeps going.COMMENT
LOWconfig/constants/gateway.py41#: ``Retry-After`` on a ``too_many_prompts`` refusal. A slot frees only when a turn ends,COMMENT
LOWconfig/constants/filestorage.py21REMOTE_SYNC_BUCKET_ENV = "OPENSRE_REMOTE_SYNC_BUCKET"COMMENT
LOWconfig/constants/scheduler.py21COMMENT
LOWconfig/constants/slack.py21# ``xoxe.xoxp-``, which is why this is a tuple and not a single prefix.COMMENT
LOWtests/tools/test_telemetry.py1221COMMENT
LOWtests/tools/test_telemetry.py1301 }COMMENT
LOWtests/tools/test_telemetry.py1321 # read_structured_file catches only StructureError (unreadable file,COMMENT
LOWtests/core/test_layering.py21 Path("infrastructure/observability"),COMMENT
LOWtests/quality/umbrella_names_allowlist.txt1# Shrink-only allowlist for tests/quality/test_no_umbrella_names.py.COMMENT
LOWtests/filestorage/test_community_provider_template.py281 # ActCOMMENT
LOWtests/integrations/test_vendor_first_layout.py61 # Cross-cutting scheduled-agent runner for pinned recurring skillsCOMMENT
LOWtests/fleet_monitoring/test_pricing.py381 # litellm only keys this under "groq/llama-3.3-70b-versatile"; theCOMMENT
LOWtests/fleet_monitoring/test_bus.py681 def test_concurrent_cold_start_election_does_not_orphan_a_broker(self, sock_path: Path) -> None:COMMENT
LOWtests/interactive_shell/test_terminal_runtime.py1421 These tests pin both paths so a stuck event can never leave a workerCOMMENT
LOW…ts/interactive_shell/runtime/test_subprocess_runner.py1061 assert len(captured_errors) == 1COMMENT
LOWintegrations/llm_cli/subprocess_env.py61 # ``ANTIGRAVITY_API_KEY``), revisit this — a blanket prefix wouldCOMMENT
LOWintegrations/llm_cli/env_overrides.py41)COMMENT
LOWintegrations/grafana/client.py41 done: threading.Event = field(default_factory=threading.Event)COMMENT
LOWintegrations/github/client.py21JsonPayload = dict[str, Any] | list[Any]COMMENT
LOWintegrations/eks/eks_k8s_client.py101 # is configured with IAM user creds (access_key_id + secret_access_key),COMMENT
LOWintegrations/new_relic/client.py321 clauses.append(f"entity.name = {_nrql_string_literal(entity_name)}")COMMENT
LOW.github/workflows/release.yml781 # continue-on-error keeps the release green on a dispatch hiccup;COMMENT
LOW.github/workflows/release.yml801 # steps:COMMENT
LOW.github/workflows/release.yml821 - build-binariesCOMMENT
LOWsurfaces/shared/llm_setup/catalog.py101 endpoint_env: str = ""COMMENT
LOWsurfaces/shared/terminal/tables/tables.py261 lines = preview.split("\n")COMMENT
LOWsurfaces/shared/terminal/output/environment.py61COMMENT
LOWsurfaces/interactive_shell/main.py101 # The sign-in gate runs once, in the synchronous ``run_repl`` entrypoint,COMMENT
LOWsurfaces/interactive_shell/command_registry/types.py21 usage: tuple[str, ...] = ()COMMENT
LOWsurfaces/interactive_shell/runtime/core/state.py301 _SPINNER_FRAMES: tuple[str, ...] = BRAILLE_SPINNER_FRAMESCOMMENT
LOWinfrastructure/observability/errors/boundary.py41 # `ValidationError.__str__` renders the rejected input inline viaCOMMENT
LOWinfrastructure/turn_host/session_agents.py121 apply_capability_policy=ensure_gateway_capability_policy,COMMENT
Modern AI Meta-Vocabulary8 hits · 24 pts
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MEDIUMcore/agent_harness/turns/action_driver.py1417 # over the context window) still shows which block grew.COMMENT
MEDIUMconfig/constants/account.py15# the context window. Paired effort, when unset, is extra high (``xhigh``).COMMENT
MEDIUM⚡tests/fleet_monitoring/test_pricing.py189 # 200 tokens/min on Sonnet-4.5 (typical light agenticCOMMENT
MEDIUMdocs/guardrails/README.md83### `opensre guardrails init`COMMENT
MEDIUMdocs/guardrails/README.md89### `opensre guardrails test "text"`COMMENT
MEDIUMdocs/guardrails/README.md101### `opensre guardrails rules`COMMENT
MEDIUMdocs/guardrails/README.md105### `opensre guardrails audit`COMMENT
MEDIUMintegrations/pi/client.py3Runs the Pi CLI (https://pi.dev) in headless agentic mode inside a targetSTRING
Self-Referential Comments6 hits · 20 pts
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MEDIUMtests/integrations/llm_cli/test_claude_code_adapter.py91 # Create a fake ~/.claude/.credentials.json under tmp_path.COMMENT
MEDIUMtests/integrations/aws/test_lambda_client.py90 # Create a mock zip fileCOMMENT
MEDIUMintegrations/google_docs/client.py344 # Create the documentCOMMENT
MEDIUMintegrations/google_docs/tools/__init__.py170 # Create the incident reportCOMMENT
MEDIUMsurfaces/interactive_shell/ui/alerts/__init__.py84 # Create a panel with the distinct accentCOMMENT
MEDIUM⚡infrastructure/terminal/theme.py659# This module is the only place in the codebase where raw ANSI escapes areCOMMENT
Overly Generic Function Names10 hits · 10 pts
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LOWtests/tools/test_registry.py264 def perform_action(value: str) -> dict[str, str]:CODE
LOWtests/filestorage/test_vercel_provider.py57 def handle_request(self, request: httpx.Request) -> httpx.Response:CODE
LOW⚡tests/filestorage/test_vercel_provider.py173 def handle_request(self, request: httpx.Request) -> httpx.Response:CODE
LOWtests/filestorage/test_vercel_provider.py198 def handle_request(self, request: httpx.Request) -> httpx.Response:CODE
LOWtests/filestorage/test_vercel_provider.py223 def handle_request(self, request: httpx.Request) -> httpx.Response:CODE
LOWtests/filestorage/test_vercel_provider.py263 def handle_request(self, request: httpx.Request) -> httpx.Response:CODE
LOWtests/filestorage/test_azure_provider.py30 def handle_request(self, request: httpx.Request) -> httpx.Response:CODE
LOWtests/filestorage/test_azure_provider.py168 def handle_request(self, request: httpx.Request) -> httpx.Response:CODE
LOWtests/shared/infrastructure_sdk/resources/ecs.py217def run_task(CODE
LOWinfrastructure/scheduling/scheduler/executor.py59def execute_task(CODE
Structural Annotation Overuse9 hits · 10 pts
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LOWREADME.md54## Step 1: Install and start opensreCOMMENT
LOW⚡tests/cli/test_install_matrix.py333 "## Step 1: Install and start opensre",STRING
LOW⚡tests/cli/test_install_matrix.py343 "## Step 1: Install and start opensre",STRING
LOW⚡tests/cli/test_install_matrix.py353 "## Step 1: Install and start opensre",STRING
LOW⚡tests/cli/test_install_matrix.py363 "## Step 1: Install and start opensre",STRING
LOWdocs/agents.md16## Step 1: Install or upgrade the CLICOMMENT
LOWdocs/agents.md53## Step 2: Get startedCOMMENT
LOWdocs/agents.md75## Step 3: VerifyCOMMENT
LOWdocs/agents.md89## Step 4: Suggest a first runCOMMENT
Synthetic Comment Markers1 hit · 8 pts
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HIGHtests/core/tool/test_execution.py593 # Results stay in provider order: one per tool-call id, as requested.COMMENT
Dead Code3 hits · 6 pts
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MEDIUMtests/core/runtime/llm/test_llm_client.py691CODE
MEDIUMtests/integrations/test_github_mcp_validation.py861CODE
MEDIUMtests/integrations/test_github_mcp_validation.py888CODE
Redundant / Tautological Comments4 hits · 6 pts
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LOWtests/shared/infrastructure_sdk/resources/vpc.py67 # Check if subnet has route to internet gatewayCOMMENT
LOWtests/shared/infrastructure_sdk/resources/vpc.py141 # Check if existsCOMMENT
LOWintegrations/mariadb/__init__.py343 # Check if performance_schema is enabledCOMMENT
LOWintegrations/mysql/__init__.py436 # Check if performance_schema is enabledCOMMENT
Verbosity Indicators4 hits · 3 pts
SeverityFileLineSnippetContext
LOW⚡tests/cli/test_install_matrix.py333 "## Step 1: Install and start opensre",STRING
LOW⚡tests/cli/test_install_matrix.py343 "## Step 1: Install and start opensre",STRING
LOW⚡tests/cli/test_install_matrix.py353 "## Step 1: Install and start opensre",STRING
LOW⚡tests/cli/test_install_matrix.py363 "## Step 1: Install and start opensre",STRING
Slop Phrases1 hit · 2 pts
SeverityFileLineSnippetContext
MEDIUMcore/agent_harness/prompts/rules.py49 "generic 'let me know if you need anything'). After integration status "CODE