AI Slop Code RIsk Monitor

NevaMind-AI/memU

Personal memory across agents

27.6 Elevated pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for NevaMind-AI/memU, a Python project with 14,523 GitHub stars. SynthScan examined 37,220 lines of code across 233 source files, recording 904 pattern matches distributed across 13 syntactic categories. The legacy adjusted pattern signal is 27.6 (Elevated 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.

27.6
Adjusted Signal
27.6
Raw Pattern Score
100%
Time Factor
2026-10-09
Last Push
14.5K
Stars
Python
Language
37.2K
Lines of Code
233
Files
904
Pattern Hits
2026-10-12
Scan Date
0.08
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 51.4/100 · HIGH

Can maintainers explain intent, assumptions, and trade-offs? 538 finding(s).

Hallucinated Dependency & Supply Chain Risk 28.5/100 · MEDIUM

Are imports declared and package/API names verified? 236 finding(s).

Agent Over-Engineering Ratio 62.9/100 · HIGH

Are wrappers, guards, and repeated structures necessary? 642 finding(s).

PR Review Velocity Impact 75.8/100 · CRITICAL

Which changes need focused human review? 904 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 19MEDIUM 28LOW 857

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 904 distinct pattern matches across 13 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 Identifiers511 hits · 496 pts
SeverityFileLineSnippetContext
LOWtests/test_recall_file_backfill.py67def test_backfills_stub_description_and_embedding(provider: str, tmp_path: pathlib.Path) -> None:CODE
LOWtests/test_recall_file_backfill.py81def test_backfill_survives_a_reread(provider: str, tmp_path: pathlib.Path) -> None:CODE
LOWtests/test_recall_file_backfill.py96def test_populated_fields_are_never_overwritten(provider: str, tmp_path: pathlib.Path) -> None:CODE
LOWtests/test_recall_file_backfill.py115def test_empty_caller_values_leave_a_stub_alone(provider: str, tmp_path: pathlib.Path) -> None:CODE
LOWtests/test_cowork_verify.py50def test_parser_exposes_one_repeatable_cowork_verify_surface(tmp_path: Path) -> None:CODE
LOWtests/test_cowork_verify.py62def test_explicit_missing_root_is_an_argument_error(tmp_path: Path) -> None:CODE
LOWtests/test_cowork_verify.py69def test_automatic_zero_roots_is_a_successful_warning(CODE
LOWtests/test_cowork_verify.py86def test_automatic_mode_uses_platform_discovery(CODE
LOWtests/test_cowork_verify.py100def test_explicit_empty_root_is_a_successful_warning(CODE
LOWtests/test_cowork_verify.py115def test_clean_mixed_sources_pass_all_dimensions_without_writes(CODE
LOWtests/test_cowork_verify.py146def test_sub_float_precision_mtime_ties_follow_the_composite_contract(CODE
LOWtests/test_cowork_verify.py169def test_overlap_warns_without_printing_content_or_digests(CODE
LOWtests/test_cowork_verify.py193def test_read_failure_is_aggregate_and_fails_without_leaking_the_path(CODE
LOWtests/test_cowork_verify.py216def test_broken_composite_contract_fails_timeline(CODE
LOWtests/test_cache_segment_duplicates.py28def test_list_segments_no_duplicates_in_cache(db_backend: Database) -> None:CODE
LOWtests/test_cache_segment_duplicates.py64def test_postgres_list_segments_deduplicates_cache() -> None:CODE
LOW⚡tests/test_trust.py47def test_an_existing_trust_store_is_left_alone(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOW⚡tests/test_trust.py57def test_a_capath_alone_counts_as_a_trust_store(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOW⚡tests/test_trust.py64def test_no_context_argument_is_passed_when_the_store_is_healthy(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOW⚡tests/test_trust.py76def test_a_pathless_platform_store_is_left_alone(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOW⚡tests/test_trust.py86def test_the_real_windows_store_is_left_alone() -> None:CODE
LOW⚡tests/test_trust.py95def test_certifi_fills_a_vacuum(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOWtests/test_trust.py111def test_a_missing_certifi_degrades_instead_of_raising(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOWtests/test_trust.py126def test_the_answer_is_cached_across_calls(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOWtests/test_trust.py160def test_event_delivery_verifies_against_the_fallback(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOWtests/test_trust.py170def test_template_refresh_verifies_against_the_fallback(CODE
LOW⚡tests/test_env_passthrough.py41def test_no_proxy_in_config_reaches_the_environment(config_file: pathlib.Path) -> None:CODE
LOW⚡tests/test_env_passthrough.py49def test_environment_wins_over_the_file(config_file: pathlib.Path, monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOW⚡tests/test_env_passthrough.py58def test_no_passthrough_keys_no_side_effect(config_file: pathlib.Path) -> None:CODE
LOW⚡tests/test_env_passthrough.py66def test_memu_http_proxy_works_from_the_file(config_file: pathlib.Path) -> None:CODE
LOWtests/test_segment_vector_search.py49def test_returns_segments_best_first(db_backend: Database) -> None:CODE
LOW⚡tests/test_segment_vector_search.py68def test_nonpositive_top_k_returns_nothing(db_backend: Database) -> None:CODE
LOW⚡tests/test_segment_vector_search.py75def test_skips_segments_without_an_embedding(db_backend: Database) -> None:CODE
LOW⚡tests/test_segment_vector_search.py85def test_scopes_to_where_including_track_in(db_backend: Database) -> None:CODE
LOWtests/test_segment_vector_search.py102async def test_progressive_retrieve_takes_the_repo_shortcut() -> None:CODE
LOWtests/test_segment_vector_search.py205def test_postgres_ranks_and_truncates_in_sql() -> None:CODE
LOWtests/test_segment_vector_search.py221def test_postgres_caches_hits_like_a_listing() -> None:CODE
LOWtests/test_segment_vector_search.py231def test_postgres_without_pgvector_falls_back_to_the_python_scan() -> None:CODE
LOWtests/test_segment_vector_search.py251def test_postgres_native_path_honours_nonpositive_top_k() -> None:CODE
LOWtests/test_embedding_proxy.py57def test_loopback_urls_are_recognized(url: str) -> None:CODE
LOWtests/test_embedding_proxy.py75def test_ambient_proxy_is_ignored_for_loopback(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOWtests/test_embedding_proxy.py81def test_explicit_memu_proxy_wins_even_for_loopback(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOWtests/test_embedding_proxy.py92def test_bypass_mounts_are_host_specific() -> None:CODE
LOWtests/test_embedding_proxy.py101def test_http_client_bypasses_ambient_proxy_for_loopback(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOWtests/test_embedding_proxy.py117def test_sdk_client_bypasses_ambient_proxy_for_loopback(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOWtests/test_embedding_proxy.py127def test_sdk_client_honors_memu_proxy_on_its_own(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOWtests/test_embedding_proxy.py163async def test_embed_reaches_local_server_despite_dead_env_proxy(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOWtests/test_embedding_proxy.py180async def test_sdk_embed_reaches_local_server_despite_dead_env_proxy(monkeypatch: pytest.MonkeyPatch) -> None:CODE
LOW⚡tests/test_host_instruction.py150def test_cli_defaults_to_the_codex_instruction_file() -> None:CODE
LOW⚡tests/test_host_instruction.py158def test_hermes_is_an_inline_host() -> None:CODE
LOW⚡tests/test_host_instruction.py168def test_openclaw_is_a_skill_host() -> None:CODE
LOW⚡tests/test_host_instruction.py176def test_cola_is_a_skill_host() -> None:CODE
LOW⚡tests/test_host_instruction.py184def test_workbuddy_defaults_to_soul_as_an_inline_host() -> None:CODE
LOW⚡tests/test_host_instruction.py192def test_default_install_migrates_the_legacy_instruction_after_writing_the_new_target(CODE
LOW⚡tests/test_host_instruction.py357def test_cli_registers_remove_instruction() -> None:CODE
LOW⚡tests/test_host_instruction.py364def test_skill_carries_the_procedure_and_names_the_host_binary() -> None:CODE
LOW⚡tests/test_host_instruction.py372def test_skill_block_points_at_the_skill_instead_of_carrying_the_procedure() -> None:CODE
LOW⚡tests/test_host_instruction.py381def test_install_skill_writes_the_skill_where_the_host_looks(tmp_path: pathlib.Path) -> None:CODE
LOW⚡tests/test_host_instruction.py389def test_install_skill_is_idempotent_then_upgrades_in_place(tmp_path: pathlib.Path, monkeypatch) -> None:CODE
LOWtests/test_host_instruction.py43def test_creates_file_when_absent(tmp_path: pathlib.Path) -> None:CODE
451 more matches not shown…
Unused Imports231 hits · 228 pts
SeverityFileLineSnippetContext
LOWtests/test_recall_file_backfill.py15CODE
LOWtests/test_cowork_verify.py3CODE
LOWtests/conftest.py16CODE
LOWtests/test_cache_segment_duplicates.py3CODE
LOWtests/test_trust.py12CODE
LOWtests/test_env_passthrough.py11CODE
LOWtests/test_segment_vector_search.py10CODE
LOWtests/test_embedding_proxy.py14CODE
LOWtests/test_host_instruction.py13CODE
LOWtests/test_memorize_input.py1CODE
LOWtests/test_scheduling_windows.py16CODE
LOWtests/test_agentic.py8CODE
LOWtests/test_bridging_promotion.py11CODE
LOWtests/test_doctor_proxy_hint.py10CODE
LOWtests/test_task_naming.py3CODE
LOWtests/test_host_generic.py4CODE
LOWtests/test_embedding.py13CODE
LOWtests/test_bridging_self_sessions.py9CODE
LOWtests/test_openclaw_self_sessions.py3CODE
LOWtests/test_cursor_self_sessions.py3CODE
LOWtests/test_vector.py1CODE
LOWtests/test_memorize_lifecycle.py1CODE
LOWtests/test_cowork_sessions.py3CODE
LOWtests/test_cloud.py1CODE
LOWtests/test_memorize_materialization.py1CODE
LOWtests/test_memorize_cli.py1CODE
LOWtests/test_events.py9CODE
LOWtests/test_host_templates.py9CODE
LOWtests/test_cli.py8CODE
LOWtests/test_host_sessions.py9CODE
LOWtests/test_config_cmd.py11CODE
LOWtests/test_cli_stdio.py10CODE
LOWtests/test_host_retrieval.py13CODE
LOWscripts/db.py23CODE
LOWsrc/memu/config_file.py31CODE
LOWsrc/memu/vector.py10CODE
LOWsrc/memu/env.py27CODE
LOWsrc/memu/cloud.py1CODE
LOWsrc/memu/events.py51CODE
LOWsrc/memu/agentic_backend.py1CODE
LOWsrc/memu/retry.py11CODE
LOWsrc/memu/cli.py20CODE
LOWsrc/memu/trust.py31CODE
LOWsrc/memu/database/interfaces.py1CODE
LOWsrc/memu/database/models.py1CODE
LOWsrc/memu/database/__init__.py3CODE
LOWsrc/memu/database/__init__.py4CODE
LOWsrc/memu/database/__init__.py4CODE
LOWsrc/memu/database/__init__.py4CODE
LOWsrc/memu/database/__init__.py4CODE
LOWsrc/memu/database/__init__.py10CODE
LOWsrc/memu/database/__init__.py10CODE
LOWsrc/memu/database/__init__.py10CODE
LOWsrc/memu/database/factory.py1CODE
LOWsrc/memu/database/state.py1CODE
LOWsrc/memu/database/repositories/recall_file.py1CODE
LOWsrc/memu/database/repositories/resource.py1CODE
LOWsrc/memu/database/repositories/__init__.py1CODE
LOWsrc/memu/database/repositories/__init__.py2CODE
LOWsrc/memu/database/repositories/__init__.py3CODE
171 more matches not shown…
Decorative Section Separators26 hits · 92 pts
SeverityFileLineSnippetContext
MEDIUM⚡tests/test_scheduling_windows.py52# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/test_scheduling_windows.py54# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/test_scheduling_windows.py381# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/test_scheduling_windows.py383# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡tests/test_host_generic.py21# ── the sniffer, one case per dialect ─────────────────────────────────────────COMMENT
MEDIUM⚡tests/test_host_generic.py71# ── detect: the two verdicts ──────────────────────────────────────────────────COMMENT
MEDIUM⚡tests/test_bridging_self_sessions.py54# ── remembering ────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡tests/test_bridging_self_sessions.py207# ── only the scheduled run may claim a session ─────────────────────────────────COMMENT
MEDIUM⚡tests/test_bridging_self_sessions.py251# ── the identity seam ──────────────────────────────────────────────────────────COMMENT
MEDIUMtests/test_bridging_self_sessions.py92# ── skipping ───────────────────────────────────────────────────────────────────COMMENT
MEDIUMtests/test_host_sessions.py35# ── pi ────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMtests/test_host_sessions.py218# ── Cola ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUMtests/test_host_sessions.py255# ── Codex ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUMtests/test_host_sessions.py470# ── Claude Code ────────────────────────────────────────────────────────────────COMMENT
MEDIUMtests/test_host_sessions.py656# ── Cursor ─────────────────────────────────────────────────────────────────────COMMENT
MEDIUMtests/test_host_sessions.py775# ── OpenClaw ───────────────────────────────────────────────────────────────────COMMENT
MEDIUMtests/test_host_sessions.py916# ── OpenClaw, SQLite session store ────────────────────────────────────────────COMMENT
MEDIUMtests/test_host_sessions.py1405# ── Hermes ─────────────────────────────────────────────────────────────────────COMMENT
MEDIUMtests/test_host_sessions.py1504# ── WorkBuddy ────────────────────────────────────────────────────────────────COMMENT
MEDIUMsrc/memu/hosts/openclaw/sessions.py132 # ── containers ────────────────────────────────────────────────────────────COMMENT
MEDIUMsrc/memu/hosts/openclaw/sessions.py248 # ── discovery ─────────────────────────────────────────────────────────────COMMENT
MEDIUMsrc/memu/hosts/openclaw/sessions.py352 # ── shape ─────────────────────────────────────────────────────────────────COMMENT
MEDIUMsrc/memu/hosts/scheduling/windows.py51# ---------------------------------------------------------------------------COMMENT
MEDIUMsrc/memu/hosts/scheduling/windows.py53# ---------------------------------------------------------------------------COMMENT
MEDIUMsrc/memu/hosts/scheduling/windows.py185# ---------------------------------------------------------------------------COMMENT
MEDIUMsrc/memu/hosts/scheduling/windows.py187# ---------------------------------------------------------------------------COMMENT
Modern Structural Boilerplate69 hits · 69 pts
SeverityFileLineSnippetContext
LOWsrc/memu/vector.py76__all__ = ["cosine_topk"]CODE
LOWsrc/memu/__init__.py15__all__ = ["MemUService", "MemoryService", "__version__"]CODE
LOWsrc/memu/database/interfaces.py30__all__ = [CODE
LOWsrc/memu/database/models.py98__all__ = [CODE
LOWsrc/memu/database/__init__.py16__all__ = [CODE
LOWsrc/memu/database/state.py19__all__ = ["DatabaseState"]CODE
LOWsrc/memu/database/repositories/__init__.py5__all__ = [CODE
LOWsrc/memu/database/sqlite/models.py166__all__ = [CODE
LOWsrc/memu/database/sqlite/session.py11logger = logging.getLogger(__name__)CODE
LOWsrc/memu/database/sqlite/session.py48__all__ = ["SQLiteSessionManager"]CODE
LOWsrc/memu/database/sqlite/__init__.py36__all__ = ["SQLiteStore", "build_sqlite_database"]CODE
LOWsrc/memu/database/sqlite/sqlite.py29logger = logging.getLogger(__name__)CODE
LOWsrc/memu/database/sqlite/sqlite.py133__all__ = ["SQLiteStore"]CODE
LOWsrc/memu/database/sqlite/schema.py99__all__ = ["SQLiteSQLAModels", "get_sqlite_metadata", "get_sqlite_sqlalchemy_models"]CODE
LOWsrc/memu/database/sqlite/repositories/resource_repo.py19logger = logging.getLogger(__name__)CODE
LOWsrc/memu/database/sqlite/repositories/resource_repo.py270__all__ = ["SQLiteResourceRepo"]CODE
LOW…/memu/database/sqlite/repositories/recall_file_repo.py19logger = logging.getLogger(__name__)CODE
LOW…/memu/database/sqlite/repositories/recall_file_repo.py310__all__ = ["SQLiteRecallFileRepo"]CODE
LOWsrc/memu/database/sqlite/repositories/__init__.py8__all__ = [CODE
LOW…tabase/sqlite/repositories/recall_file_segment_repo.py18logger = logging.getLogger(__name__)CODE
LOW…tabase/sqlite/repositories/recall_file_segment_repo.py145__all__ = ["SQLiteRecallFileSegmentRepo"]CODE
LOWsrc/memu/database/sqlite/repositories/base.py15logger = logging.getLogger(__name__)CODE
LOWsrc/memu/database/sqlite/repositories/base.py128__all__ = ["SQLiteRepoBase"]CODE
LOWsrc/memu/database/inmemory/vector.py13__all__ = ["_cosine", "cosine_topk"]CODE
LOWsrc/memu/database/inmemory/models.py45__all__ = [CODE
LOWsrc/memu/database/inmemory/__init__.py28__all__ = ["build_inmemory_database"]CODE
LOWsrc/memu/database/inmemory/state.py7__all__ = ["DatabaseState", "InMemoryState"]CODE
LOW…c/memu/database/inmemory/repositories/resource_repo.py101__all__ = ["InMemoryResourceRepository", "ResourceRepo"]CODE
LOW…emu/database/inmemory/repositories/recall_file_repo.py119__all__ = ["InMemoryRecallFileRepository", "RecallFileRepo"]CODE
LOWsrc/memu/database/inmemory/repositories/__init__.py11__all__ = [CODE
LOW…base/inmemory/repositories/recall_file_segment_repo.py74__all__ = ["InMemoryFileSegmentRepository"]CODE
LOWsrc/memu/database/inmemory/repositories/filter.py32__all__ = ["matches_where"]CODE
LOWsrc/memu/database/postgres/models.py172__all__ = [CODE
LOWsrc/memu/database/postgres/session.py12logger = logging.getLogger(__name__)CODE
LOWsrc/memu/database/postgres/session.py34__all__ = ["SessionManager"]CODE
LOWsrc/memu/database/postgres/__init__.py34__all__ = ["build_postgres_database"]CODE
LOWsrc/memu/database/postgres/postgres.py27logger = logging.getLogger(__name__)CODE
LOWsrc/memu/database/postgres/migration.py17logger = logging.getLogger(__name__)CODE
LOWsrc/memu/database/postgres/migration.py72__all__ = ["DDLMode", "make_alembic_config", "run_migrations"]CODE
LOWsrc/memu/database/postgres/schema.py108__all__ = ["SQLAModels", "Vector", "get_metadata", "get_sqlalchemy_models", "require_sqlalchemy"]CODE
LOW…c/memu/database/postgres/repositories/resource_repo.py164__all__ = ["PostgresResourceRepo"]CODE
LOW…emu/database/postgres/repositories/recall_file_repo.py202__all__ = ["PostgresRecallFileRepo"]CODE
LOWsrc/memu/database/postgres/repositories/__init__.py5__all__ = [CODE
LOW…base/postgres/repositories/recall_file_segment_repo.py176__all__ = ["PostgresRecallFileSegmentRepo"]CODE
LOWsrc/memu/database/postgres/repositories/base.py12logger = logging.getLogger(__name__)CODE
LOWsrc/memu/database/postgres/repositories/base.py113__all__ = ["PostgresRepoBase"]CODE
LOWsrc/memu/app/client_pool.py67__all__ = ["ClientPool"]CODE
LOWsrc/memu/app/__init__.py26__all__ = [CODE
LOWsrc/memu/app/memorize/__init__.py18__all__ = [CODE
LOWsrc/memu/app/memorize/input.py75__all__ = [CODE
LOWsrc/memu/embedding/openai_sdk.py10logger = logging.getLogger(__name__)CODE
LOWsrc/memu/embedding/http_client.py70logger = logging.getLogger(__name__)CODE
LOWsrc/memu/embedding/__init__.py23__all__ = [CODE
LOWsrc/memu/embedding/backends/__init__.py8__all__ = [CODE
LOWsrc/memu/hosts/cola/__init__.py5__all__ = ["ColaTranscriptSource"]CODE
LOWsrc/memu/hosts/openclaw/sessions.py45logger = logging.getLogger(__name__)CODE
LOWsrc/memu/hosts/openclaw/cron_identity.py17logger = logging.getLogger(__name__)CODE
LOWsrc/memu/hosts/openclaw/__init__.py11__all__ = ["OpenClawTranscriptSource"]CODE
LOWsrc/memu/hosts/scheduling/__init__.py18__all__ = ["install", "status", "uninstall", "verify"]CODE
LOWsrc/memu/hosts/cursor/__init__.py11__all__ = ["CursorTranscriptSource"]CODE
9 more matches not shown…
Cross-File Repetition6 hits · 30 pts
SeverityFileLineSnippetContext
HIGH…/memu/database/sqlite/repositories/recall_file_repo.py0one keyset page ordered by ``(track, name, id)`` (adr 0014).STRING
HIGH…emu/database/inmemory/repositories/recall_file_repo.py0one keyset page ordered by ``(track, name, id)`` (adr 0014).STRING
HIGH…emu/database/postgres/repositories/recall_file_repo.py0one keyset page ordered by ``(track, name, id)`` (adr 0014).STRING
HIGHsrc/memu/hosts/openclaw/cli.py0``memu-workbuddy`` — the workbuddy host adapter's command-line surface. the verbs are the shared host-adapter surface (:STRING
HIGHsrc/memu/hosts/cursor/cli.py0``memu-workbuddy`` — the workbuddy host adapter's command-line surface. the verbs are the shared host-adapter surface (:STRING
HIGHsrc/memu/hosts/workbuddy/cli.py0``memu-workbuddy`` — the workbuddy host adapter's command-line surface. the verbs are the shared host-adapter surface (:STRING
Excessive Try-Catch Wrapping24 hits · 25 pts
SeverityFileLineSnippetContext
LOWsrc/memu/events.py595 except Exception:CODE
LOWsrc/memu/events.py766 except Exception:CODE
LOWsrc/memu/events.py826 except Exception:CODE
LOWsrc/memu/events.py878 except Exception:CODE
LOWsrc/memu/events.py1073 except Exception:CODE
LOWsrc/memu/cli.py131 except Exception:CODE
LOWsrc/memu/cli.py343 except Exception as exc:CODE
LOWsrc/memu/trust.py85 except Exception:CODE
LOWsrc/memu/database/postgres/session.py30 except Exception:CODE
MEDIUMsrc/memu/database/postgres/session.py27def close(self) -> None:CODE
LOWsrc/memu/database/postgres/repositories/base.py40 except Exception:CODE
LOWsrc/memu/database/postgres/repositories/base.py50 except Exception:CODE
LOWsrc/memu/hosts/host_cli.py284 except Exception as exc:CODE
LOWsrc/memu/hosts/host_cli.py359 except Exception:CODE
LOWsrc/memu/hosts/host_cli.py626 except Exception as exc:CODE
LOWsrc/memu/hosts/host_cli.py633 except Exception:CODE
LOWsrc/memu/hosts/host_cli.py942 except Exception as exc:CODE
LOWsrc/memu/hosts/templates.py127 except Exception:CODE
LOWsrc/memu/hosts/retrieval.py131 except Exception:CODE
LOWsrc/memu/hosts/claude_code/cowork_cmd.py95 except Exception: # Each failure is reported only as an aggregate count; transcript paths stay private.CODE
LOWsrc/memu/hosts/claude_code/cowork_cmd.py184 except Exception:CODE
LOWsrc/memu/hosts/claude_code/cowork_cmd.py251 except Exception as exc:CODE
LOWsrc/memu/hosts/claude_code/cowork_cmd.py275 except Exception as exc:CODE
LOWsrc/memu/hosts/bridging/pipeline.py97 except Exception:CODE
Empty Error Handlers5 hits · 25 pts
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HIGHsrc/memu/events.py631except OSError:CODE
HIGHsrc/memu/retry.py50except (TypeError, ValueError, OverflowError):CODE
HIGHsrc/memu/hosts/templates.py163except OSError:CODE
HIGHsrc/memu/hosts/templates.py274except OSError:CODE
HIGHsrc/memu/hosts/openclaw/cron_identity.py85except OSError:CODE
Magic Placeholder Names5 hits · 22 pts
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HIGHdocs/sqlite.md19 llm_profiles={"default": {"api_key": "your-api-key"}},CODE
HIGHdocs/sqlite.md29 llm_profiles={"default": {"api_key": "your-api-key"}},CODE
HIGHdocs/sqlite.md45 llm_profiles={"default": {"api_key": "your-api-key"}},CODE
HIGHdocs/sqlite.md76 llm_profiles={"default": {"api_key": "your-api-key"}},CODE
HIGHsrc/memu/embedding/http_client.py215 ... api_key="your-api-key",STRING
Docstring Block Structure3 hits · 15 pts
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HIGHsrc/memu/database/sqlite/repositories/resource_repo.py203Overwrite an existing resource's mutable fields (see :class:`ResourceRepo`). Args: resource_id: ID STRING
HIGH…/memu/database/sqlite/repositories/recall_file_repo.py254Update an existing recall file. Args: recall_file_id: ID of recall file to update. nameSTRING
HIGHsrc/memu/embedding/http_client.py197 Create multimodal embeddings using Doubao embedding vision API. This method supports embedding a mix oSTRING
Deep Nesting13 hits · 13 pts
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LOWscripts/db.py41CODE
LOWsrc/memu/cloud.py251CODE
LOWsrc/memu/retry.py31CODE
LOWsrc/memu/database/sqlite/repositories/base.py103CODE
LOWsrc/memu/database/inmemory/repositories/filter.py7CODE
LOWsrc/memu/database/postgres/migration.py35CODE
LOWsrc/memu/database/postgres/repositories/base.py89CODE
LOWsrc/memu/hosts/bridging/recall_files.py65CODE
LOWsrc/memu/hosts/bridging/transcripts.py41CODE
LOWsrc/memu/hosts/bridging/pipeline.py33CODE
LOWsrc/memu/hosts/bridging/resources.py97CODE
LOWsrc/memu/hosts/generic/detect.py115CODE
LOWsrc/memu/hosts/cowork/sessions.py126CODE
Over-Commented Block9 hits · 8 pts
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LOWtests/test_scheduling_windows.py341def test_pi_scheduler_does_not_copy_claude_auth_or_hermes_session_bake() -> None:COMMENT
LOWtests/test_events.py1001COMMENT
LOWsrc/memu/hosts/host_cli.py741 voluntary can report more completions than attempts.COMMENT
LOWsrc/memu/hosts/host_cli.py941 return 130COMMENT
LOWsrc/memu/hosts/templates.py181 """The best template available: server, then last-good cache, then ``embedded``.COMMENT
LOWsrc/memu/hosts/retrieval.py121 # Delivered inline on both legs, never flushed (ADR 0016): the backend wants theCOMMENT
LOWsrc/memu/hosts/openclaw/sessions.py81 changed = TrueCOMMENT
LOWsrc/memu/hosts/cursor/BRIDGING_TASK.md81 **`--trust` flag and the `cd` into the host working tree**: `cursor-agent`COMMENT
LOWsrc/memu/hosts/bridging/pipeline.py61 max_jobs=max_jobs,COMMENT
Modern AI Meta-Vocabulary1 hit · 3 pts
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MEDIUMsrc/memu/app/settings.py103 # Agent/session scoping for multi-agent and multi-session memory filteringCOMMENT
AI Structural Patterns1 hit · 1 pts
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LOWsrc/memu/database/postgres/postgres.py38CODE