17.1

Adjusted Signal

17.1

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

3.8K

Stars

TypeScript

Language

2.2M

Lines of Code

10.5K

Files

28.7K

Pattern Hits

2026-10-31

Scan Date

0.13

HC Hit Rate

Risk Review · Payload v1

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

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 44.6/100 · MEDIUM

Can maintainers explain intent, assumptions, and trade-offs? 25045 finding(s).

Hallucinated Dependency & Supply Chain Risk 17.1/100 · LOW

Are imports declared and package/API names verified? 2177 finding(s).

Agent Over-Engineering Ratio 36.8/100 · MEDIUM

Are wrappers, guards, and repeated structures necessary? 17850 finding(s).

PR Review Velocity Impact 57.3/100 · HIGH

Which changes need focused human review? 28741 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 4HIGH 1390MEDIUM 673LOW 26674

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 28741 distinct pattern matches across 22 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 Identifiers16276 hits · 16549 pts

Severity	File	Line	Snippet	Context
LOW	python/tests/test_types_fingerprint.py	18	def test_file_stat_has_fingerprint_field():	CODE
LOW	python/tests/test_types_fingerprint.py	28	def test_file_stat_fingerprint_defaults_none():	CODE
LOW	python/tests/test_lua_parity.py	28	def test_every_lua_script_exists_in_both_languages():	CODE
LOW	python/tests/test_lua_parity.py	40	def test_lua_basenames_are_unique_within_each_tree():	CODE
LOW	python/tests/test_lua_parity.py	52	def test_each_lua_pair_is_byte_identical():	CODE
LOW	python/tests/test_filestat_split.py	10	def test_content_is_rejected_on_a_non_file_kind(kind):	CODE
LOW	python/tests/test_tests_mirror_sources.py	85	def test_tests_declare_no_packages():	CODE
LOW	python/tests/test_tests_mirror_sources.py	103	def test_every_test_directory_mirrors_a_source_package():	CODE
LOW	python/tests/test_tests_mirror_sources.py	117	def test_no_stale_directory_exemption():	CODE
LOW	python/tests/test_tests_mirror_sources.py	130	def test_module_mirror_coverage_holds_the_baseline():	CODE
LOW	python/tests/test_nested_functions_are_closures.py	90	def test_nested_functions_capture_enclosing_state():	CODE
LOW⚡	python/tests/test_path_prefix_boundary.py	60	def test_mount_prefix_round_trips(mount, child):	CODE
LOW⚡	python/tests/test_path_prefix_boundary.py	68	def test_a_child_is_under_its_mount(mount, child):	CODE
LOW⚡	python/tests/test_path_prefix_boundary.py	75	def test_a_lookalike_sibling_is_not_under_the_mount(mount, child):	CODE
LOW⚡	python/tests/test_path_prefix_boundary.py	83	def test_event_helpers_lift_onto_the_mount(mount, child):	CODE
LOW	python/tests/test_path_prefix_boundary.py	111	def test_evictions_that_drop_a_listing_reach_the_real_key(mount, child, kind):	CODE
LOW	python/tests/test_path_prefix_boundary.py	133	def test_a_write_drops_the_parent_listing_at_the_real_key(mount, child):	CODE
LOW	python/tests/test_path_prefix_boundary.py	148	def test_a_subtree_eviction_reaches_nested_listings(mount, child):	CODE
LOW	python/tests/test_path_prefix_boundary.py	160	def test_the_hub_frames_a_lookalike_child_correctly(mount, child):	CODE
LOW	python/tests/test_commit_sha_parity.py	56	def test_python_and_typescript_commit_sha_give_the_same_answer(sample):	CODE
LOW	python/tests/test_init.py	39	def test_authoring_surface_is_stable():	CODE
LOW⚡	python/tests/test_types.py	50	def test_aggr_none_inputs_is_none():	CODE
LOW⚡	python/tests/test_types.py	55	def test_aggr_keeps_single_limit():	CODE
LOW⚡	python/tests/test_types.py	62	def test_aggr_takes_smallest_positive_timeout():	CODE
LOW⚡	python/tests/test_types.py	70	def test_aggr_nonpositive_timeout_is_unbounded():	CODE
LOW⚡	python/tests/test_types.py	77	def test_aggr_takes_smallest_caps():	CODE
LOW⚡	python/tests/test_types.py	85	def test_aggr_error_beats_truncate():	CODE
LOW⚡	python/tests/test_types.py	92	def test_aggr_all_truncate_stays_truncate():	CODE
LOW⚡	python/tests/test_types.py	99	def test_every_field_declares_an_aggr_rule():	CODE
LOW⚡	python/tests/test_types.py	106	def test_pathspec_requires_vfs_path():	CODE
LOW⚡	python/tests/test_types.py	111	def test_pathspec_raw_path_kept_when_given():	CODE
LOW⚡	python/tests/test_types.py	121	def test_pathspec_raw_path_defaults_to_virtual():	CODE
LOW⚡	python/tests/test_types.py	126	def test_word_text_passes_strings_through():	CODE
LOW⚡	python/tests/test_types.py	130	def test_word_text_renders_paths_as_typed():	CODE
LOW⚡	python/tests/test_types.py	140	def test_pathspec_dir_trims_vfs_path():	CODE
LOW⚡	python/tests/test_types.py	223	def test_pathspec_from_str_path_defaults_to_root_mounted():	CODE
LOW⚡	python/tests/test_types.py	229	def test_pathspec_from_str_path_explicit_vfs_path():	CODE
LOW⚡	python/tests/test_types.py	234	def test_parse_mount_mode_words_and_aliases():	CODE
LOW⚡	python/tests/test_types.py	242	def test_parse_mount_mode_rejects_bit_style_forms():	CODE
LOW	python/tests/test_types.py	153	def test_pathspec_dir_at_mount_root():	CODE
LOW	python/tests/test_types.py	202	def test_pathspec_from_str_path_resolves_user_spelling(	CODE
LOW	python/tests/test_types.py	254	def test_read_spec_defaults_to_bounded_at_the_index_ttl():	CODE
LOW	python/tests/test_types.py	260	def test_read_spec_carries_a_bound_under_fresh_too():	CODE
LOW	python/tests/test_types.py	271	def test_cache_facts_is_frozen():	CODE
LOW	python/tests/test_types.py	301	def test_derived_paths_preserve_or_reset_the_base_walk(	CODE
LOW	python/tests/test_types.py	313	def test_parent_retains_spelled_ancestors():	CODE
LOW⚡	python/tests/vfs/test_registry.py	92	def test_unknown_vfs_raises_keyerror():	CODE
LOW⚡	python/tests/vfs/test_registry.py	97	def test_registry_module_import_is_free_of_vfs_deps():	CODE
LOW⚡	python/tests/vfs/test_registry.py	106	def test_build_hf_buckets_vfs():	CODE
LOW⚡	python/tests/vfs/test_registry.py	160	def test_register_vfs_class_and_config(clean_registry):	CODE
LOW⚡	python/tests/vfs/test_registry.py	167	def test_register_vfs_kwargs_config(clean_registry):	CODE
LOW⚡	python/tests/vfs/test_registry.py	174	def test_register_vfs_config_cls_attribute(clean_registry):	CODE
LOW⚡	python/tests/vfs/test_registry.py	180	def test_register_vfs_rejects_builtin_shadow(clean_registry):	CODE
LOW⚡	python/tests/vfs/test_registry.py	185	def test_register_vfs_spec_string(clean_registry):	CODE
LOW⚡	python/tests/vfs/test_registry.py	191	def test_colon_reference_builds_without_a_registry(clean_registry):	CODE
LOW⚡	python/tests/vfs/test_registry.py	201	def test_colon_reference_uses_the_config_cls_attribute(clean_registry):	CODE
LOW⚡	python/tests/vfs/test_registry.py	208	def test_colon_reference_does_not_shadow_a_builtin_name(clean_registry):	CODE
LOW⚡	python/tests/vfs/test_registry.py	213	def test_colon_reference_to_a_missing_attribute_raises(clean_registry):	CODE
LOW⚡	python/tests/vfs/test_registry.py	218	def test_colon_reference_refuses_a_class_that_is_not_a_vfs(clean_registry):	CODE
LOW⚡	python/tests/vfs/test_registry.py	228	def test_colon_reference_refuses_a_vfs_with_no_name(clean_registry):	CODE
16216 more matches not shown…

Over-Commented Block8096 hits · 8004 pts

Severity	File	Line	Snippet	Context
LOW	ruff.toml	1	# The repository's width since before Ruff formatted it. Ruff's default of 88	COMMENT
LOW	licenses/license_template_py.txt	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	licenses/license_template_ts.txt	1	// ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	licenses/update_license.js	1	// ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	licenses/dependency_exceptions.toml	1	# Shipped dependencies whose license scripts/check_dependency_licenses.py	COMMENT
LOW	python/pyproject.toml	281	#	COMMENT
LOW	python/tests/test_types_fingerprint.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/conftest.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/test_lua_parity.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/test_tests_mirror_sources.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/test_nested_functions_are_closures.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/test_commit_sha_parity.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/test_init.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/test_types.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_registry.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_state_round_trip.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_no_blocking_http.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_plugins.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_inventory.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_capacity.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_command_args.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_s3_alias.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_ram_store.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_listing_version.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_freshness.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_secrets.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_backend_name.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_read_range_roster.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_read_revalidatable.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_base.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_call.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/test_testing.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/langfuse/test_find.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/s3/test_s3_stat_dir.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/s3/test_s3_stream.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/s3/test_s3_stats.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/s3/test_s3.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/discord/test_discord.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/discord/test_functions.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/aliyun/test_aliyun.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/bin/test_bin.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/redis/test_cat.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/redis/test_redis.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/redis/test_tail.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/redis/test_ls.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/redis/test_redis_provider.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/redis/test_store.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/redis/test_head.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/redis/test_functions.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/redis/test_glob.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/redis/test_redis_store.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/hf_models/test_hf_models.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/ceph/test_ceph.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/backblaze/test_backblaze.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/onedrive/test_read_fresh.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/hf_spaces/test_hf_spaces.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/digitalocean/test_digitalocean.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/linear/test_linear.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/gcal/test_event_entry.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
LOW	python/tests/vfs/gcal/test_gcal.py	1	# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========	COMMENT
8036 more matches not shown…

Cross-Language Confusion1112 hits · 6836 pts

Severity	File	Line	Snippet	Context
HIGH	python/tests/vfs/onedrive/test_read_fresh.py	38	CP = "cp /m/a.txt /r/x && cat /r/x"	CODE
HIGH⚡	…thon/tests/vfs/tidb_filesystem/test_tidb_filesystem.py	69	assert await _run(ws, "mkdir /fs/d && echo hi > /fs/d/a.txt") == (	CODE
HIGH⚡	…thon/tests/vfs/tidb_filesystem/test_tidb_filesystem.py	96	ws, "cp /fs/a.txt /fs/b.txt && echo two > /fs/b.txt && cat /fs/a.txt"	CODE
HIGH	…thon/tests/vfs/tidb_filesystem/test_tidb_filesystem.py	144	"seq 1 50000 > /fs/big.txt && tail -n 1 /fs/big.txt && wc -c /fs/big.txt",	CODE
HIGH⚡	python/tests/vfs/github/test_listing_ttl.py	245	("/gh", "cd /gh && find . -name c.txt", "./docs/c.txt"),	CODE
HIGH⚡	python/tests/vfs/github/test_listing_ttl.py	247	("/gh", "cd /gh && du -a", "./docs/c.txt"),	CODE
HIGH⚡	python/tests/vfs/github/test_listing_ttl.py	252	("/gh", "cd /gh/docs && du -a", "./c.txt"),	CODE
HIGH	python/tests/vfs/sharepoint/test_read_fresh.py	68	pytest.param(True, "cp {v} /r/x && cat /r/x", id="scoped-bytes"),	CODE
HIGH⚡	python/tests/vfs/disk/test_local.py	131	await ws.shell("echo hi > /data/f.txt && chmod 640 /data/f.txt")	CODE
HIGH	python/tests/vfs/dev/test_dev.py	49	'consume() { ls /dev/fd >/dev/null; hold; cat "$1"; }; '	CODE
HIGH	python/tests/vfs/dev/test_dev.py	116	'consume() { echo "$1"; rm "$1" 2>/dev/null \|\| echo kept; '	CODE
HIGH⚡	python/tests/core/render/test_json.py	53	'"meta":{"n":1,"ok":true,"none":null},"empty":{}}'	CODE
HIGH	python/tests/core/render/test_json.py	99	value_text({"a": 1.0, "b": [True, None]}) == '{"a":1,"b":[true,null]}'	CODE
HIGH⚡	python/tests/core/airtable/test_events.py	116	fake.push(_records())	CODE
HIGH⚡	python/tests/core/airtable/test_events.py	120	fake.push(_records())	CODE
HIGH⚡	python/tests/core/airtable/test_events.py	121	fake.push(_records())	CODE
HIGH⚡	python/tests/core/airtable/test_events.py	122	fake.push({"changedTablesById": {"tblF": {"changedViewsById": {"v": {}}}}})	CODE
HIGH⚡	python/tests/core/airtable/test_events.py	186	fake.push(_records())	CODE
HIGH⚡	python/tests/core/airtable/test_events.py	187	fake.push(_records())	CODE
HIGH⚡	python/tests/core/airtable/test_events.py	191	fake.push({"error": True, "code": "INVALID_HOOK"})	CODE
HIGH⚡	python/tests/core/airtable/test_events.py	203	fake.push(_records(), hook_id="achNew")	CODE
HIGH⚡	python/tests/core/airtable/test_events.py	214	fake.push(_records())	CODE
HIGH⚡	python/tests/core/airtable/test_events.py	215	fake.push(_records())	CODE
HIGH⚡	python/tests/core/airtable/test_events.py	219	fake.push(_records(), hook_id="achNew")	CODE
HIGH⚡	python/tests/core/airtable/test_events.py	220	fake.push(_records(), hook_id="achNew")	CODE
HIGH⚡	python/tests/core/airtable/test_events.py	261	fake.push(_records())	CODE
HIGH⚡	python/tests/core/airtable/test_events.py	270	fake.push(	CODE
HIGH	python/tests/core/airtable/test_events.py	136	fake.push(	CODE
HIGH	python/tests/core/airtable/test_events.py	156	fake.push(	CODE
HIGH	python/tests/core/airtable/test_events.py	168	fake.push({"destroyedTableIds": ["tblF"]})	CODE
HIGH	python/tests/core/airtable/test_events.py	169	fake.push(_records("tblN"))	CODE
HIGH	python/tests/core/airtable/test_events.py	244	fake.push(_records())	CODE
HIGH	python/tests/core/airtable/test_events.py	245	fake.push(_records("tblOther"))	CODE
HIGH	python/tests/core/airtable/test_events.py	281	fake.push(_records())	CODE
HIGH	python/tests/core/ssh/test_stream.py	55	" && echo && exec tail -n 2 -f <&3 3<&-"	CODE
HIGH⚡	python/tests/core/ssh/test_stream.py	79	" && echo && exec tail -n 3 -f <&3 3<&-"	CODE
HIGH⚡	python/tests/core/lancedb/test_search.py	105	# separator a leading space reaches into, a boolean or null, a digit.	COMMENT
HIGH⚡	python/tests/core/ram/test_pwrite.py	80	await pwrite(RAMAccessor(store), null, b"x", 64 << 20)	CODE
HIGH⚡	python/tests/core/ram/test_write.py	326	await write(RAMAccessor(store), null, _blocks(256))	CODE
HIGH⚡	python/tests/cache/index/test_redis.py	85	'"fingerprint":"/a.txt","revision":null,"type":"file","content":null,'	CODE
HIGH⚡	python/tests/cache/index/test_redis.py	86	'"mode":null,"uid":null,"gid":null,"atime":null,"ctime":null,'	CODE
HIGH⚡	python/tests/cache/index/test_redis.py	87	'"birthtime":null,"dev":null,"extra":{}}'	CODE
HIGH⚡	python/tests/cache/index/test_config.py	33	'"fingerprint":"v1","revision":null,"type":"file","content":"text",'	CODE
HIGH⚡	python/tests/cache/index/test_config.py	34	'"mode":null,"uid":null,"gid":null,"atime":null,"ctime":null,'	CODE
HIGH⚡	python/tests/cache/index/test_config.py	35	'"birthtime":null,"dev":null,"extra":{}}'	CODE
HIGH⚡	python/tests/shell/test_quoting_coverage.py	515	('x=abc; [[ $x == "a" ]] && echo hit \|\| echo miss', b"miss\n"),	CODE
HIGH⚡	python/tests/shell/test_quoting_coverage.py	516	("x='ac'; [[ $x == \"a\"* ]] && echo hit \|\| echo miss", b"hit\n"),	CODE
HIGH⚡	python/tests/shell/test_quoting_coverage.py	517	('x=aXb; [[ $x == "a"*"b" ]] && echo hit \|\| echo miss', b"hit\n"),	CODE
HIGH⚡	python/tests/shell/test_quoting_coverage.py	518	('x=ab; [[ $x == "a*" ]] && echo hit \|\| echo miss', b"miss\n"),	CODE
HIGH⚡	python/tests/shell/test_quoting_coverage.py	519	("x=ab; [[ $x == a* ]] && echo hit \|\| echo miss", b"hit\n"),	CODE
HIGH⚡	python/tests/shell/test_quoting_coverage.py	520	('x=ab; [[ $x != "a*" ]] && echo hit \|\| echo miss', b"hit\n"),	CODE
HIGH⚡	python/tests/shell/test_quoting_coverage.py	522	"x=$'a\\tb'; [[ $x == $'a\\tb' ]] && echo hit \|\| echo miss",	CODE
HIGH⚡	python/tests/shell/test_quoting_coverage.py	525	("[[ abc < abd ]] && echo hit \|\| echo miss", b"hit\n"),	CODE
HIGH	python/tests/shell/test_node_kind.py	29	NodeKind.LIST: "true && false",	CODE
HIGH⚡	python/tests/shell/test_set_e.py	27	out = shell.mirage("set -e; false \|\| echo recovered; echo done")	CODE
HIGH⚡	python/tests/shell/test_set_e.py	32	out = shell.mirage("set -e; false && echo skipped; echo done")	CODE
HIGH⚡	python/tests/shell/test_set_e.py	66	out = shell.mirage("set -e; true && false; echo unreached")	CODE
HIGH⚡	python/tests/shell/test_set_e.py	71	out = shell.mirage("set -e; false \|\| false; echo unreached")	CODE
HIGH⚡	python/tests/shell/test_arith.py	68	assert evaluate_arith("3 && 4", {}).value == 1	CODE
HIGH⚡	python/tests/shell/test_arith.py	145	("0 && 1/0", 0),	CODE
1052 more matches not shown…

Decorative Section Separators637 hits · 2081 pts

Severity	File	Line	Snippet	Context
MEDIUM	python/tests/vfs/test_state_round_trip.py	27	# ── RAM ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	python/tests/vfs/test_state_round_trip.py	54	# ── Disk ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	python/tests/vfs/test_state_round_trip.py	89	# ── Redis ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	python/tests/vfs/test_state_round_trip.py	129	# ── S3 ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	python/tests/vfs/test_state_round_trip.py	177	# ── all remote/token VFS: cred redaction matrix ──────────────────	COMMENT
MEDIUM	python/tests/vfs/test_state_round_trip.py	429	# ── database-backed VFS, built through the registry ──────────────	COMMENT
MEDIUM⚡	python/tests/core/object_store/test_copy.py	70	# ── the retraction record snapshot capture reads ─────────────────────────	COMMENT
MEDIUM⚡	python/tests/core/object_store/test_rename.py	79	# ── the retraction records snapshot capture reads ────────────────────────	COMMENT
MEDIUM	python/tests/core/object_store/test_write.py	389	# ── the backend token the put answered reaches the op record ─────────────	COMMENT
MEDIUM	python/tests/core/object_store/test_remove.py	137	# ── the retraction records snapshot capture reads ────────────────────────	COMMENT
MEDIUM⚡	python/tests/shell/test_quoting_coverage.py	62	# ── paths with spaces ──────────────────────────────────────	COMMENT
MEDIUM⚡	python/tests/shell/test_quoting_coverage.py	89	# ── paths with special chars ───────────────────────────────	COMMENT
MEDIUM⚡	python/tests/shell/test_quoting_coverage.py	99	# ── unicode in paths ───────────────────────────────────────	COMMENT
MEDIUM⚡	python/tests/shell/test_quoting_coverage.py	116	# ── env vars in paths ──────────────────────────────────────	COMMENT
MEDIUM⚡	python/tests/shell/test_quoting_coverage.py	142	# ── command substitution in args ──────────────────────────	COMMENT
MEDIUM⚡	python/tests/shell/test_quoting_coverage.py	159	# ── escaping ───────────────────────────────────────────────	COMMENT
MEDIUM⚡	python/tests/shell/test_quoting_coverage.py	184	# ── unquoted backslash escapes (POSIX §2.2.1) ──────────────	COMMENT
MEDIUM⚡	python/tests/shell/test_quoting_coverage.py	222	# ── edge cases ─────────────────────────────────────────────	COMMENT
MEDIUM⚡	python/tests/shell/test_quoting_coverage.py	683	# ── quoted globs stay literal ──────────────────────────────	COMMENT
MEDIUM⚡	python/tests/shell/test_quoting_coverage.py	768	# ── quoting is per character, not per word ─────────────────	COMMENT
MEDIUM	python/tests/shell/test_quoting_coverage.py	262	# ── whitespace between expansions inside double quotes ─────	COMMENT
MEDIUM	python/tests/shell/test_quoting_coverage.py	300	# ── adjacent backtick substitutions ────────────────────────	COMMENT
MEDIUM	python/tests/shell/test_quoting_coverage.py	337	# ── ANSI-C quoting $'...' and locale quoting $"..." ────────	COMMENT
MEDIUM	python/tests/shell/test_quoting_coverage.py	555	# ── a bare $ is a literal word ─────────────────────────────	COMMENT
MEDIUM	python/tests/shell/test_quoting_coverage.py	576	# ── a quoted "$@" splices into the word around it ──────────	COMMENT
MEDIUM	python/tests/shell/test_quoting_coverage.py	649	# ── literal backslashes survive classification ─────────────	COMMENT
MEDIUM⚡	python/tests/shell/test_helpers.py	473	# ── expansion nodes ──────────────────────────────	COMMENT
MEDIUM⚡	python/tests/shell/test_helpers.py	501	# ── edge cases ───────────────────────────────────	COMMENT
MEDIUM⚡	python/tests/shell/test_helpers.py	531	# ── quotes and escapes ──────────────────────────	COMMENT
MEDIUM⚡	python/tests/shell/test_helpers.py	590	# ── multi-statement bodies ─────────────────────	COMMENT
MEDIUM⚡	python/tests/shell/test_helpers.py	653	# ── redirect target types ──────────────────────	COMMENT
MEDIUM	python/tests/shell/test_helpers.py	445	# ── negated command ──────────────────────────────	COMMENT
MEDIUM	python/tests/shell/test_helpers.py	455	# ── heredoc ──────────────────────────────────────	COMMENT
MEDIUM	python/tests/shell/test_helpers.py	783	# ── python command parsing ─────────────────────	COMMENT
MEDIUM⚡	python/tests/shell/parse/test_parse.py	324	# ── heredoc operator lines the grammar cannot hold ───────────────────────	COMMENT
MEDIUM	python/tests/workspace/test_provider_integration.py	39	# ═══════════════════════════════════════════════	COMMENT
MEDIUM	python/tests/workspace/test_provider_integration.py	41	# ═══════════════════════════════════════════════	COMMENT
MEDIUM	python/tests/workspace/test_provider_integration.py	117	# ═══════════════════════════════════════════════	COMMENT
MEDIUM	python/tests/workspace/test_provider_integration.py	119	# ═══════════════════════════════════════════════	COMMENT
MEDIUM	python/tests/workspace/test_provider_integration.py	200	# ═══════════════════════════════════════════════	COMMENT
MEDIUM	python/tests/workspace/test_provider_integration.py	202	# ═══════════════════════════════════════════════	COMMENT
MEDIUM⚡	python/tests/workspace/test_mount_root_protection.py	70	# ════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	python/tests/workspace/test_mount_root_protection.py	72	# ════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	python/tests/workspace/test_mount_root_protection.py	74	# ── rm ─────────────────────────────────────────────	COMMENT
MEDIUM⚡	python/tests/workspace/test_mount_root_protection.py	154	# ── mv ─────────────────────────────────────────────	COMMENT
MEDIUM⚡	python/tests/workspace/test_mount_root_protection.py	280	# ── mkdir ──────────────────────────────────────────	COMMENT
MEDIUM⚡	python/tests/workspace/test_mount_root_protection.py	314	# ── touch ─────────────────────────────────────────	COMMENT
MEDIUM⚡	python/tests/workspace/test_mount_root_protection.py	336	# ── ln ────────────────────────────────────────────	COMMENT
MEDIUM⚡	python/tests/workspace/test_mount_root_protection.py	376	# ── nested mount as a target ──────────────────────	COMMENT
MEDIUM⚡	python/tests/workspace/test_mount_root_protection.py	409	# ════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	python/tests/workspace/test_mount_root_protection.py	411	# ════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	python/tests/workspace/test_mount_root_protection.py	568	# ════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	python/tests/workspace/test_mount_root_protection.py	572	# ════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	python/tests/workspace/test_mount_root_protection.py	41	# ── fixtures ──────────────────────────────────────	COMMENT
MEDIUM	python/tests/workspace/test_mount_root_protection.py	552	# ── ls / unchanged ────────────────────────────────	COMMENT
MEDIUM	python/tests/workspace/test_symlinks.py	924	# ── POSIX pathname resolution ────────────────────────────────────────	COMMENT
MEDIUM	python/tests/workspace/test_symlinks.py	1455	# ── ln: GNU operand grammar, backups, and the hard-link tier ──────	COMMENT
MEDIUM⚡	python/tests/workspace/test_expand.py	110	# ── simple expansion $VAR ───────────────────────	COMMENT
MEDIUM⚡	python/tests/workspace/test_expand.py	168	# ── brace expansion ${VAR} ─────────────────────	COMMENT
MEDIUM⚡	python/tests/workspace/test_expand.py	193	# ── command substitution $(cmd) ─────────────────	COMMENT
577 more matches not shown…

Unused Imports971 hits · 866 pts

Severity	File	Line	Context
LOW	python/tests/vfs/gcal/test_gcal.py	24	CODE
LOW	python/tests/vfs/databricks_volume/conftest.py	1	CODE
LOW	python/tests/vfs/airtable/conftest.py	15	CODE
LOW	python/tests/core/linear/test_search.py	24	CODE
LOW	python/tests/core/gcal/conftest.py	19	CODE
LOW	python/tests/core/databricks_volume/conftest.py	10	CODE
LOW	python/tests/core/airtable/conftest.py	15	CODE
LOW	python/tests/core/github/conftest.py	19	CODE
LOW	python/tests/core/hf_buckets/conftest.py	21	CODE
LOW	python/tests/core/hf_buckets/conftest.py	21	CODE
LOW	python/tests/core/hf_buckets/conftest.py	21	CODE
LOW	python/tests/core/hf_buckets/conftest.py	21	CODE
LOW	python/tests/core/trello/test_search.py	24	CODE
LOW	python/tests/commands/cli/builtin/airtable/conftest.py	26	CODE
LOW	python/tests/commands/builtin/jq/conftest.py	27	CODE
LOW	python/mirage/config.py	83	CODE
LOW	python/mirage/__init__.py	18	CODE
LOW	python/mirage/__init__.py	26	CODE
LOW	python/mirage/__init__.py	27	CODE
LOW	python/mirage/__init__.py	28	CODE
LOW	python/mirage/__init__.py	28	CODE
LOW	python/mirage/__init__.py	28	CODE
LOW	python/mirage/__init__.py	29	CODE
LOW	python/mirage/__init__.py	30	CODE
LOW	python/mirage/__init__.py	30	CODE
LOW	python/mirage/__init__.py	30	CODE
LOW	python/mirage/__init__.py	35	CODE
LOW	python/mirage/__init__.py	35	CODE
LOW	python/mirage/__init__.py	36	CODE
LOW	python/mirage/__init__.py	37	CODE
LOW	python/mirage/__init__.py	37	CODE
LOW	python/mirage/__init__.py	37	CODE
LOW	python/mirage/__init__.py	37	CODE
LOW	python/mirage/__init__.py	43	CODE
LOW	python/mirage/__init__.py	44	CODE
LOW	python/mirage/__init__.py	45	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	46	CODE
LOW	python/mirage/__init__.py	66	CODE
LOW	python/mirage/__init__.py	66	CODE
LOW	python/mirage/__init__.py	67	CODE
LOW	python/mirage/__init__.py	68	CODE
LOW	python/mirage/__init__.py	68	CODE
LOW	python/mirage/__init__.py	69	CODE
911 more matches not shown…

Docstring Block Structure114 hits · 570 pts

Severity	File	Line	Snippet	Context
HIGH	python/mirage/config.py	131	Replace ``${VAR}`` placeholders with values from ``env``. Args: value (Any): scalar, dict, or list to walk.	STRING
HIGH	python/mirage/config.py	987	A config with every mount and CLI pointer replaced by its secret. The async half of the YAML loader, and the reason	STRING
HIGH	python/mirage/vfs/registry.py	365	Construct a VFS instance by its registry name. Resolves VFS and config classes lazily via importlib, so importi	STRING
HIGH	python/mirage/vfs/gcal/event_entry.py	101	Recover (event_id, day) from an event filename. Splitting on the first ``__`` is safe because a Google event id is	STRING
HIGH	python/mirage/core/langfuse/client.py	54	Await a Langfuse fetch, translating a 404 into ENOENT. Every other status stays a LangfuseApiError: only "this reso	STRING
HIGH	python/mirage/core/langfuse/client.py	171	One trace: its root observation, the rest and its scores. Args: api (AsyncLangfuseAPI): the Langfuse API cl	STRING
HIGH	python/mirage/core/object_store/write.py	79	Put one object, translating a missing container to ENOENT. The driver primitives speak keys, so a store error for a	STRING
HIGH	python/mirage/core/jaeger/client.py	103	Call the Jaeger query API and return the decoded body. Args: accessor (JaegerAccessor): jaeger accessor.	STRING
HIGH	python/mirage/core/jaeger/client.py	197	Fetch one trace by id. Args: accessor (JaegerAccessor): jaeger accessor. trace_id (str): 16 or 32 h	STRING
HIGH	python/mirage/core/notion/client.py	211	Refuse a list response Notion marked incomplete. Args: page (dict[str, Any]): one list response. Retur	STRING
HIGH	python/mirage/core/notion/pages.py	106	Query one page of rows, cursor envelope intact. ``ntn datasources query`` is explicitly one page at a time: it	STRING
HIGH	python/mirage/core/github/placeholder.py	25	One placeholder's expansion from the install. Args: name (str): the placeholder word, without braces.	STRING
HIGH	python/mirage/core/github/placeholder.py	48	Expand gh's repository placeholders in an endpoint or field value. Real gh fills `{owner}`, `{repo}` and `{branch}`	STRING
HIGH	python/mirage/core/github/tree.py	135	Fetch one directory's tree (non-recursive), and whether GitHub cut it. Args: account (GitHubAccount): the t	STRING
HIGH	python/mirage/core/github/tree.py	185	Fetch a single directory's whole tree (non-recursive). Used as fallback when the recursive tree was truncated, wher	STRING
HIGH	python/mirage/core/github/client.py	156	One arbitrary API call, the shape `gh api` needs. A GET carries its fields in the query string and every other meth	STRING
HIGH	python/mirage/core/github/stat.py	41	Stat one path in the repository. A path answers with its row, as its folder's listing names it. The gate's chec	STRING
HIGH	python/mirage/core/github/repo.py	172	Split gh's repository argument. A URL (``https://HOST/OWNER/REPO``, ``git@HOST:OWNER/REPO.git``) or ``[HOST/]OW	STRING
HIGH	python/mirage/core/github/read.py	44	Read a file's blob and record the sha it was fetched by. The sha comes from the file's row, as its folder's listing	STRING
HIGH	python/mirage/core/hf_buckets/hub.py	66	The paths-info row of one bucket file, in one request. paths-info answers a missing path, a directory and a leading	STRING
HIGH	python/mirage/core/hf_hub/tree.py	165	The listing row for one mount-relative path, in one request. The row is folded by ``collect``, the same as a tree p	STRING
HIGH	python/mirage/core/hf_hub/tree.py	265	Follow the cursor from one page to the last, folding as it goes. Args: accessor (HfHubAccessor): the mount'	STRING
HIGH	python/mirage/core/hf_hub/tree.py	312	Every path under the mount's subtree, in one paged walk. ``recursive=true`` returns the whole subtree. Size, oid an	STRING
HIGH	python/mirage/core/hf_hub/client.py	450	Stream file content without holding it whole in memory. Routed through ``api_stream``, which retries opening the re	STRING
HIGH	python/mirage/core/hf_hub/commit.py	222	Apply one commit to the repository. Every addition is checked against the preupload endpoint first, and a file	STRING
HIGH	python/mirage/core/hf_hub/stat.py	36	Stat one path in the repository. A path answers with its row, as its folder's listing names it. The gate's chec	STRING
HIGH	python/mirage/core/email/client.py	36	Spell a value as an RFC 3501 quoted string. The two quoted-specials, ``"`` and ``\\``, are escaped with a backs	STRING
HIGH	python/mirage/cache/context.py	232	The conditions a move carries: the copy onto ``dst``, the source pin. Both versions come from one store lookup.	STRING
HIGH	python/mirage/shell/arith.py	751	Evaluate a bash arithmetic expression. bash's grammar over 64-bit wrapping integers, read and evaluated in one	STRING
HIGH	python/mirage/shell/parse/parse.py	61	What a line bash refuses yields: its diagnostic and status. Status 2 is a syntax error, 1 an array bash cannot read,	STRING
HIGH	python/mirage/shell/job_table/table.py	933	Signal a process another workspace runs, named by a prefix of its owner's id and the owner's PID: its owner stop	STRING
HIGH	python/mirage/secrets/env.py	23	Read the host process environment as one secret. Args: config (EnvConfig): carries nothing; the process env	STRING
HIGH	python/mirage/secrets/aws.py	83	Fetch one secret from AWS Secrets Manager. Args: config (AWSSMConfig): auth settings for the aioboto3 sessi	STRING
HIGH	python/mirage/secrets/onepassword.py	37	Split a 1Password secret reference into vault, item and field. Both of 1Password's own ref shapes are accepted, and	STRING
HIGH	python/mirage/secrets/onepassword.py	168	Fetch one secret from 1Password. A field reference is one ``resolve`` call and returns that field alone, keyed	STRING
HIGH	python/mirage/secrets/sources.py	286	A raw mount or CLI config with every pointer read from its source. The same `config_value` a source's own config go	STRING
HIGH	python/mirage/secrets/dotenv.py	26	Read one dotenv file as one secret. A key declared without a value (a bare ``NAME`` line) parses as None and is	STRING
HIGH	python/mirage/workspace/runner.py	66	Build a workspace on a loop of its own and pin it there. Constructing its mounts, importing their backends or r	STRING
HIGH	python/mirage/workspace/runner.py	126	Run ``coro`` on the workspace loop and await the result. Safe to call from any other event loop. The current lo	STRING
HIGH	python/mirage/workspace/nfs.py	66	Serve the workspace's files over NFS, mount them, and return the live mountpoint. Args: fil	STRING
HIGH	python/mirage/workspace/snapshot/api.py	64	Write all of the bytes to the target and count them. A target that takes fewer bytes than offered is written ag	STRING
HIGH	python/mirage/workspace/tools/tool_operations.py	527	Run one tool by name with its JSON input. The one entry every entry point shares: MCP, the HTTP routes, the CLI	STRING
HIGH	python/mirage/workspace/tools/file_version.py	158	Read a file the agent is about to rewrite. Args: path (str): Virtual path. Returns:	STRING
HIGH	python/mirage/workspace/workspace/workspace.py	1046	Add a VFS to a running workspace, mirroring TS ``addMount``. The runtime entry point runs the same read-policy	STRING
HIGH	python/mirage/workspace/mount/read_policy.py	22	Coerce a declared read-policy name into a ReadPolicy. Missing means bounded, everywhere: an absent ``read:`` in YAM	STRING
HIGH	python/mirage/workspace/mount/read_policy.py	61	Coerce a declared bound to a whole number of seconds. Every loader that reads a bound off a document runs this, so	STRING
HIGH	python/mirage/workspace/mount/read_policy.py	98	Coerce a declared read policy and bound into a ReadSpec. Coercion only: an unknown name is refused here, but whethe	STRING
HIGH	…thon/mirage/workspace/executor/builtins/unset/unset.py	78	Clear one array element, or a scalar addressed as ``base[0]``. Clearing an element keeps the indices of the element	STRING
HIGH	…on/mirage/workspace/executor/builtins/declare/local.py	229	Declare one ``NAME``, ``NAME=value`` or ``NAME+=value`` operand and mark it. A ``-n`` declaration writes the re	STRING
HIGH	…on/mirage/workspace/executor/builtins/declare/local.py	364	Aim a ``declare -n NAME=VALUE`` (or ``NAME+=VALUE``) reference once the name may take one. The reference is wha	STRING
HIGH	…on/mirage/workspace/executor/builtins/declare/local.py	433	Start a new bare ``local NAME`` unset, as bash 5.2 does. Only a name the frame did not shadow yet: a second ``local	STRING
HIGH	…/mirage/workspace/executor/builtins/declare/declare.py	378	Store a declaration's array literals through the session view, the first of bash's two passes over a declaration.	STRING
HIGH	…/mirage/workspace/executor/builtins/declare/declare.py	1133	Assign and mark one ``export`` / ``readonly`` word. A value of the other array kind is refused and the name is stil	STRING
HIGH	python/mirage/workspace/executor/builtins/dirs/dirs.py	121	Resolve a combined ``cd`` path, following symlinks per mode. Logical (``-L``, default) simplifies ``..`` textually	STRING
HIGH	…irage/workspace/executor/builtins/metadata/metadata.py	113	Resolve touch -t/-d into an ISO timestamp. The -t stamp is the POSIX ``[[CC]YY]MMDDhhmm[.ss]`` form; strptime d	STRING
HIGH	python/mirage/workspace/session/elements.py	111	Assign one element (or a bare name resolved as element 0). The element mechanics are computed on a copy and the lan	STRING
HIGH	python/mirage/fuse/backend.py	31	Coerce a user-supplied backend name into a MountBackend. Missing means VFS, everywhere: an absent ``backend`` in YA	STRING
HIGH	python/mirage/runtime/files.py	1008	The target of the symlink at `path`. Args: path (str): guest-absolute path of the link. Re	STRING
HIGH	python/mirage/runtime/sandbox/base.py	219	Stop a run a lapsed workspace left in the box: every process its ``EXEC_ID`` tag marks gets ``signum``, then KIL	STRING
HIGH	python/mirage/server/multipart.py	101	A multipart body's part events, as the body arrives. A part begins once its headers end, before any of its data, an	STRING
54 more matches not shown…

Modern Structural Boilerplate497 hits · 500 pts

Severity	File	Line	Snippet	Context
LOW	python/tests/vfs/gcal/test_gcal.py	26	__all__ = ["gcal_api"]	CODE
LOW	python/tests/vfs/airtable/conftest.py	17	__all__ = ["airtable_api"]	CODE
LOW	python/tests/core/gcal/conftest.py	21	__all__ = ["gcal_api"]	CODE
LOW	python/tests/core/airtable/conftest.py	17	__all__ = ["airtable_api"]	CODE
LOW	python/tests/core/github/conftest.py	21	__all__ = ["github_config", "mock_github_api"]	CODE
LOW	python/tests/core/hf_buckets/conftest.py	30	__all__ = [	CODE
LOW	python/tests/accessor/test_google_api.py	39	logger = logging.getLogger(__name__)	CODE
LOW	python/tests/workspace/test_find_unknown_predicate.py	16	async def _setup(ws: Workspace) -> None:	CODE
LOW⚡	…/tests/workspace/executor/test_find_action_dispatch.py	52	async def _setup_html_files(ws: Workspace) -> None:	CODE
LOW	python/tests/io/test_gateway.py	92	async def _settled(ended: list[NetworkResultContext], count: int) -> None:	CODE
LOW	python/tests/commands/cli/builtin/airtable/conftest.py	28	__all__ = ["airtable_api", "airtable_ws"]	CODE
LOW	python/tests/e2e/gdrive_mock.py	124	def set_modified(self, path: str, stamp: str) -> None:	CODE
LOW	python/mirage/__init__.py	222	__all__ = [	CODE
LOW	python/mirage/vfs/capacity.py	28	logger = logging.getLogger(__name__)	CODE
LOW	python/mirage/vfs/registry.py	28	logger = logging.getLogger(__name__)	CODE
LOW	python/mirage/vfs/__init__.py	32	__all__ = [	CODE
LOW	python/mirage/vfs/langfuse/__init__.py	23	__all__ = ["LangfuseConfig", "LangfuseVFS"]	CODE
LOW	python/mirage/vfs/nextcloud/__init__.py	23	__all__ = ["NextcloudConfig", "NextcloudVFS"]	CODE
LOW	python/mirage/vfs/s3/__init__.py	23	__all__ = ["S3Config", "S3VFS"]	CODE
LOW	python/mirage/vfs/chroma/__init__.py	9	__all__ = ["ChromaConfig", "ChromaVFS"]	CODE
LOW	python/mirage/vfs/box/__init__.py	23	__all__ = ["BoxConfig", "BoxVFS"]	CODE
LOW	python/mirage/vfs/discord/__init__.py	23	__all__ = ["DiscordConfig", "DiscordVFS"]	CODE
LOW	python/mirage/vfs/aliyun/__init__.py	18	__all__ = ["AliyunConfig", "AliyunVFS"]	CODE
LOW	python/mirage/vfs/bin/__init__.py	17	__all__ = ["BinViewVFS"]	CODE
LOW	python/mirage/vfs/redis/store.py	142	async def set_file(self, path: str, data: bytes) -> None:	CODE
LOW	python/mirage/vfs/redis/store.py	220	async def set_modified(self, path: str, ts: str) -> None:	CODE
LOW	python/mirage/vfs/redis/store.py	286	async def set_attrs(self, path: str, fields: dict[str, str]) -> None:	CODE
LOW	python/mirage/vfs/redis/__init__.py	23	__all__ = ["RedisVFS", "RedisStore"]	CODE
LOW	python/mirage/vfs/hf_models/__init__.py	23	__all__ = ["HfModelsConfig", "HfModelsVFS"]	CODE
LOW	python/mirage/vfs/ceph/__init__.py	18	__all__ = ["CephConfig", "CephVFS"]	CODE
LOW	python/mirage/vfs/backblaze/__init__.py	18	__all__ = ["BackblazeConfig", "BackblazeVFS"]	CODE
LOW	python/mirage/vfs/jaeger/__init__.py	23	__all__ = ["JaegerConfig", "JaegerVFS"]	CODE
LOW	python/mirage/vfs/onedrive/__init__.py	18	__all__ = ["OneDriveVFS", "OneDriveConfig"]	CODE
LOW	python/mirage/vfs/hf_spaces/__init__.py	23	__all__ = ["HfSpacesConfig", "HfSpacesVFS"]	CODE
LOW	python/mirage/vfs/digitalocean/__init__.py	18	__all__ = ["DigitalOceanConfig", "DigitalOceanVFS"]	CODE
LOW	python/mirage/vfs/linear/__init__.py	23	__all__ = ["LinearConfig", "LinearVFS"]	CODE
LOW	python/mirage/vfs/gcal/__init__.py	24	__all__ = ["GCalConfig", "make_event_filename", "GCalVFS"]	CODE
LOW	python/mirage/vfs/wasabi/__init__.py	18	__all__ = ["WasabiConfig", "WasabiVFS"]	CODE
LOW	python/mirage/vfs/oci/__init__.py	18	__all__ = ["OCIConfig", "OCIVFS"]	CODE
LOW	python/mirage/vfs/gdrive/__init__.py	23	__all__ = ["GoogleDriveConfig", "GoogleDriveVFS"]	CODE
LOW	python/mirage/vfs/minio/__init__.py	18	__all__ = ["MinIOConfig", "MinIOVFS"]	CODE
LOW	python/mirage/vfs/databricks_volume/__init__.py	25	__all__ = ["DatabricksVolumeConfig", "DatabricksVolumeVFS"]	CODE
LOW	python/mirage/vfs/mongodb/__init__.py	23	__all__ = ["MongoDBConfig", "MongoDBVFS"]	CODE
LOW	python/mirage/vfs/notion/__init__.py	23	__all__ = ["NotionConfig", "NotionVFS"]	CODE
LOW	python/mirage/vfs/supabase/__init__.py	18	__all__ = ["SupabaseConfig", "SupabaseVFS"]	CODE
LOW	python/mirage/vfs/airtable/__init__.py	23	__all__ = ["AirtableConfig", "AirtableVFS"]	CODE
LOW	python/mirage/vfs/tidb_filesystem/__init__.py	23	__all__ = ["TiDBFilesystemConfig", "TiDBFilesystemVFS"]	CODE
LOW	python/mirage/vfs/qingstor/__init__.py	18	__all__ = ["QingStorConfig", "QingStorVFS"]	CODE
LOW	python/mirage/vfs/postgres/__init__.py	23	__all__ = ["PostgresConfig", "PostgresVFS"]	CODE
LOW	python/mirage/vfs/hf_datasets/__init__.py	23	__all__ = ["HfDatasetsConfig", "HfDatasetsVFS"]	CODE
LOW	python/mirage/vfs/ssh/__init__.py	23	__all__ = ["SSHConfig", "SSHVFS"]	CODE
LOW	python/mirage/vfs/github/__init__.py	19	__all__ = ["GitHubConfig", "GitHubVFS", "TreeEntry"]	CODE
LOW	python/mirage/vfs/gridfs/__init__.py	23	__all__ = ["GridFSConfig", "GridFSVFS"]	CODE
LOW	python/mirage/vfs/history/__init__.py	17	__all__ = ["HISTORY_PREFIX", "HistoryViewVFS"]	CODE
LOW	python/mirage/vfs/sharepoint/__init__.py	4	__all__ = ["SharePointVFS", "SharePointConfig"]	CODE
LOW	python/mirage/vfs/gsheets/__init__.py	23	__all__ = ["GSheetsConfig", "GSheetsVFS"]	CODE
LOW	python/mirage/vfs/scaleway/__init__.py	18	__all__ = ["ScalewayConfig", "ScalewayVFS"]	CODE
LOW	python/mirage/vfs/qdrant/__init__.py	23	__all__ = ["QdrantConfig", "QdrantVFS"]	CODE
LOW	python/mirage/vfs/hf_buckets/__init__.py	23	__all__ = ["HfBucketsConfig", "HfBucketsVFS"]	CODE
LOW	python/mirage/vfs/dropbox/__init__.py	23	__all__ = ["DropboxConfig", "DropboxVFS"]	CODE
437 more matches not shown…

Deep Nesting481 hits · 470 pts

Severity	File	Line	Context
LOW	python/tests/vfs/test_read_revalidatable.py	780	CODE
LOW	python/tests/vfs/onedrive/test_read_fresh.py	139	CODE
LOW	python/tests/vfs/github/test_listing_ttl.py	542	CODE
LOW	python/tests/core/nextcloud/conftest.py	146	CODE
LOW	python/tests/core/s3/test_client.py	74	CODE
LOW	python/tests/core/box/test_stat.py	150	CODE
LOW	python/tests/core/onedrive/test_stat.py	186	CODE
LOW	python/tests/core/linear/test_queries.py	18	CODE
LOW	python/tests/core/mongodb/test_stream.py	503	CODE
LOW	python/tests/core/msgraph/test_drive.py	498	CODE
LOW	python/tests/core/msgraph/test_drive.py	514	CODE
LOW	python/tests/core/msgraph/test_paths.py	74	CODE
LOW	python/tests/core/msgraph/test_paths.py	323	CODE
LOW	python/tests/core/sharepoint/test_stat.py	231	CODE
LOW	python/tests/core/dropbox/test_stat.py	237	CODE
LOW	python/tests/core/dropbox/test_paths.py	84	CODE
LOW	python/tests/core/dropbox/test_rename.py	59	CODE
LOW	python/tests/core/dropbox/test_rename.py	92	CODE
LOW	python/tests/core/dropbox/test_rmdir.py	37	CODE
LOW	python/tests/core/generic/test_rewrite.py	285	CODE
LOW	python/tests/cache/index/test_redis_client.py	1403	CODE
LOW	python/tests/cache/index/test_redis_client.py	1423	CODE
LOW	python/tests/cache/index/test_redis_client.py	1427	CODE
LOW	python/tests/cache/index/test_warm.py	198	CODE
LOW	python/tests/accessor/test_google_api.py	148	CODE
LOW	python/tests/workspace/test_reconcile.py	327	CODE
LOW	python/tests/workspace/test_ungated_attr_writes.py	71	CODE
LOW	python/tests/workspace/test_files.py	464	CODE
LOW	python/tests/workspace/test_session_link_reads.py	98	CODE
LOW	python/tests/workspace/snapshot/test_state.py	89	CODE
LOW	python/tests/workspace/snapshot/test_state.py	1864	CODE
LOW	python/tests/workspace/dispatcher/test_dispatcher.py	672	CODE
LOW	python/tests/workspace/dispatcher/test_dispatcher.py	1401	CODE
LOW	python/tests/workspace/dispatcher/test_dispatcher.py	3831	CODE
LOW	python/tests/workspace/dispatcher/test_dispatcher.py	4018	CODE
LOW	python/tests/workspace/executor/test_redirect.py	501	CODE
LOW	python/tests/server/test_rate_limit.py	248	CODE
LOW	python/tests/utils/test_ids.py	351	CODE
LOW	python/tests/utils/test_clock.py	221	CODE
LOW	python/tests/cli/test_login.py	71	CODE
LOW	python/tests/cli/test_login.py	87	CODE
LOW	python/tests/commands/test_no_object_annotations.py	64	CODE
LOW	python/tests/commands/test_no_dead_flag_params.py	33	CODE
LOW	python/tests/commands/native/test_cross_mount.py	71	CODE
LOW	python/tests/commands/cli/builtin/git/conftest.py	85	CODE
LOW	python/tests/commands/builtin/test_multifile_guard.py	114	CODE
LOW	python/tests/commands/builtin/general/test_date.py	78	CODE
LOW	python/tests/commands/builtin/jq/conftest.py	53	CODE
LOW	python/tests/e2e/test_cross_mount_matrix.py	61	CODE
LOW	python/tests/e2e/test_snapshot_drift_live.py	101	CODE
LOW	python/tests/e2e/mounts.py	80	CODE
LOW	python/tests/sim/seam.py	651	CODE
LOW	python/tests/sim/seam.py	652	CODE
LOW	python/tests/sim/model.py	114	CODE
LOW	python/tests/sim/test_lost_update.py	193	CODE
LOW	python/mirage/config.py	502	CODE
LOW	python/mirage/vfs/secrets.py	59	CODE
LOW	python/mirage/vfs/disk/disk.py	290	CODE
LOW	python/mirage/core/s3/driver.py	603	CODE
LOW	python/mirage/core/s3/driver.py	879	CODE
421 more matches not shown…

Cross-Language Confusion (JS/TS)69 hits · 405 pts

Severity	File	Line	Snippet	Context
HIGH	…packages/core/src/workspace/state_entry_points.test.ts	2144	print(json.dumps({'kind': 'deny', 'reason': reason}))	CODE
HIGH	…/packages/core/src/workspace/scripted_profiles.test.ts	28	return None	CODE
HIGH	…/packages/core/src/workspace/scripted_profiles.test.ts	30	print(json.dumps(answer()))	CODE
HIGH⚡	…/packages/core/src/workspace/scripted_profiles.test.ts	44	return None	CODE
HIGH⚡	…/packages/core/src/workspace/scripted_profiles.test.ts	46	print(json.dumps(answer()))	CODE
HIGH⚡	…/packages/core/src/workspace/scripted_profiles.test.ts	54	print(json.dumps({	CODE
HIGH	…/packages/core/src/workspace/scripted_profiles.test.ts	378	print(json.dumps({'kind': 'deny', 'reason': 'frozen by ' + ctx['profile']}))	CODE
HIGH	…/packages/core/src/workspace/scripted_profiles.test.ts	383	print(json.dumps({'kind': 'deny', 'reason': reason}))	CODE
HIGH	…/packages/core/src/workspace/scripted_profiles.test.ts	452	print(json.dumps({'kind': 'deny', 'reason': 'saw ' + body.strip()}))	CODE
HIGH	…/packages/core/src/workspace/scripted_profiles.test.ts	491	print(json.dumps({'kind': 'deny', 'reason': 'directory says no'}))	CODE
HIGH	…ipt/packages/core/src/workspace/workspace/fill.test.ts	2217	print(json.dumps({'kind': 'deny'}))	CODE
HIGH	…pt/packages/core/src/workspace/workspace/spawn.test.ts	113	print(subprocess.run(['printf', '%s', '$(literal)'], capture_output=True, text=True).stdout)`	CODE
HIGH	…pt/packages/core/src/workspace/workspace/spawn.test.ts	190	print('ok')`	CODE
HIGH	…pt/packages/core/src/workspace/workspace/spawn.test.ts	263	print('done')`	CODE
HIGH	…pt/packages/core/src/workspace/workspace/spawn.test.ts	283	print('denied', error.errno == errno.EAGAIN)	CODE
HIGH	…ages/core/src/runtime/python/pyodide/execution.test.ts	583	print('main identity works')	CODE
HIGH	…ages/core/src/runtime/python/pyodide/execution.test.ts	726	print(sys.flags.optimize, __debug__, sys.flags.safe_path, '' in sys.path)	CODE
HIGH	…ages/core/src/runtime/python/pyodide/execution.test.ts	774	print(optimize_helper.debug)`,	CODE
HIGH	…/packages/core/src/runtime/python/pyodide/seal.test.ts	59	print(F('return [typeof process, typeof require, typeof fetch, typeof WebSocket].join(",")')())	CODE
HIGH⚡	…/packages/core/src/runtime/python/pyodide/seal.test.ts	216	print(F('py', 'return typeof py.FS.filesystems.NODEFS + "," + typeof py._module.NODEFS')(pyodide_js))	CODE
HIGH⚡	…/packages/core/src/runtime/python/pyodide/seal.test.ts	217	print(refusal(lambda: pyodide_js.mountNodeFS('/host', ${JSON.stringify(dir)})))	CODE
HIGH⚡	…/packages/core/src/runtime/python/pyodide/seal.test.ts	218	print(refusal(lambda: pyodide_js._api.loadBinaryFile(${JSON.stringify(file)})))	CODE
HIGH⚡	…/packages/core/src/runtime/python/pyodide/seal.test.ts	219	print(refusal(lambda: pyodide_js._api.loadBinaryFile(${JSON.stringify(`file://${file}`)})))	CODE
HIGH⚡	…/packages/core/src/runtime/python/pyodide/seal.test.ts	220	print(refusal(lambda: pyodide_js._module.asyncLoad(${JSON.stringify(file)})))	CODE
HIGH⚡	…/packages/core/src/runtime/python/pyodide/seal.test.ts	221	print(refusal(lambda: F('fs', 'path', 'return fs.forceLoadFile({url: path})')(pyodide_js.FS, ${JSON.stringify(file)})))	CODE
HIGH⚡	…/packages/core/src/runtime/python/pyodide/seal.test.ts	222	print(refusal(lambda: pyodide_js._module.FS_createPreloadedFile('/', 'host', ${JSON.stringify(file)}, True, False)))	CODE
HIGH	…/packages/core/src/runtime/python/pyodide/seal.test.ts	253	print(base64.b64encode(buffer.getvalue()).decode())	CODE
HIGH	…/packages/core/src/runtime/python/pyodide/seal.test.ts	336	print(restored.size, restored.getpixel((1, 2)))	CODE
HIGH	…/packages/core/src/runtime/python/pyodide/seal.test.ts	337	print(_imaging.__file__.endswith('.so'))	CODE
HIGH	…ages/core/src/runtime/python/pyodide/jsglobals.test.ts	34	print(",".join(flags))	CODE
HIGH	typescript/packages/core/src/policy/script.test.ts	851	print(json.dumps(verdict))	CODE
HIGH	integ/hosting/mounts.ts	28	print(identity + ':' + argv[1] + ':ram,s3,redis,slack')	CODE
HIGH	integ/wandb/schema.ts	120	print(parse(pyQueries[name]!)),	CODE
HIGH	integ/wandb/schema.ts	121	print(parse(query)),	CODE
HIGH	examples/typescript/vfs/s3/python_s3.ts	47	print(f"[{i}] {json.dumps(rec)[:120]}...")	CODE
HIGH	examples/typescript/vfs/redis/redis.ts	30	print(res.stdout)	CODE
HIGH⚡	examples/typescript/vfs/redis/redis.ts	82	print(cpOut.stdout)	CODE
HIGH⚡	examples/typescript/vfs/redis/redis.ts	87	print(mvOut.stdout)	CODE
HIGH⚡	examples/typescript/vfs/redis/redis.ts	92	print(rmOut.stdout)	CODE
HIGH⚡	examples/typescript/vfs/redis/redis.ts	101	print(uniqOut.stdout)	CODE
HIGH	examples/typescript/vfs/ram/ram.ts	29	print(res.stdout)	CODE
HIGH⚡	examples/typescript/vfs/ram/ram.ts	66	print(cpOut.stdout)	CODE
HIGH⚡	examples/typescript/vfs/ram/ram.ts	71	print(mvOut.stdout)	CODE
HIGH⚡	examples/typescript/vfs/ram/ram.ts	76	print(rmOut.stdout)	CODE
HIGH⚡	examples/typescript/vfs/ram/ram.ts	85	print(uniqOut.stdout)	CODE
HIGH	examples/typescript/vfs/ram/ram.ts	109	print(mvMeta.stdout)	CODE
HIGH⚡	examples/typescript/runtime/pyodide/ram.ts	32	print(f'hello, {name}!')	CODE
HIGH⚡	examples/typescript/runtime/pyodide/ram.ts	33	print(f'args: {sys.argv[1:]}')	CODE
HIGH⚡	examples/typescript/runtime/pyodide/ram.ts	34	print(f'sum(1..10): {sum(range(1, 11))}')	CODE
HIGH	examples/typescript/runtime/pyodide/ram.ts	74	print(f'{user}: {n}')	CODE
HIGH	examples/typescript/runtime/pyodide/ram.ts	87	print('script was replaced!')	CODE
HIGH⚡	examples/typescript/runtime/pyodide/script.ts	28	print(f"count: {len(records)}")	CODE
HIGH⚡	examples/typescript/runtime/pyodide/script.ts	29	print(f"keys: {sorted({k for r in records for k in r})}")	CODE
HIGH⚡	examples/typescript/runtime/pyodide/script.ts	31	print(f" - {json.dumps(r)}")	CODE
HIGH	examples/typescript/runtime/pyodide/vfs.ts	89	print('read:', f.read())	CODE
HIGH	examples/typescript/runtime/pyodide/vfs.ts	92	print('wrote /ram/out.txt')	CODE
HIGH	examples/typescript/runtime/pyodide/vfs.ts	105	print('listdir:', os.listdir('/ram/synth/today'))	CODE
HIGH	examples/typescript/runtime/pyodide/vfs.ts	106	print('read:', open('/ram/synth/today/note.md').read())	CODE
HIGH	examples/typescript/runtime/pyodide/vfs.ts	120	print('team:', team.get('name'), team.get('id'))	CODE
HIGH	examples/typescript/runtime/pyodide/vfs.ts	133	print('doc:', data.get('title') or list(data.keys())[:5])	CODE
9 more matches not shown…

Excessive Try-Catch Wrapping276 hits · 288 pts

Severity	File	Line	Snippet	Context
LOW⚡	python/tests/workspace/test_path_axis.py	364	except Exception as exc:	CODE
LOW	python/tests/runtime/python/host/test_file.py	438	except Exception as exc:	CODE
LOW	python/tests/runtime/wasm/test_slab.py	49	except Exception as exc:	CODE
LOW	python/tests/e2e/test_snapshot_drift_live.py	84	except Exception:	CODE
LOW	python/tests/e2e/test_snapshot_drift_live.py	123	except Exception:	CODE
MEDIUM	python/tests/e2e/test_snapshot_drift_live.py	81	def _versioning_enabled() -> bool:	CODE
LOW	python/tests/sim/seam.py	532	except Exception as exc:	CODE
LOW	python/tests/sim/world.py	384	except Exception as exc:	CODE
LOW	python/mirage/core/nextcloud/write.py	80	except Exception:	CODE
LOW	python/mirage/core/s3/checksum.py	71	except Exception as exc:	CODE
LOW	python/mirage/core/s3/copy.py	84	except Exception as exc:	CODE
LOW	python/mirage/core/s3/stream.py	63	except Exception as exc:	CODE
LOW	python/mirage/core/s3/driver.py	165	except Exception as exc:	CODE
LOW	python/mirage/core/s3/driver.py	266	except Exception as exc:	CODE
LOW	python/mirage/core/s3/driver.py	388	except Exception as exc:	CODE
LOW	python/mirage/core/s3/driver.py	402	except Exception as exc:	CODE
LOW	python/mirage/core/s3/driver.py	422	except Exception as exc:	CODE
LOW	python/mirage/core/s3/driver.py	432	except Exception:	CODE
LOW	python/mirage/core/s3/driver.py	486	except Exception:	CODE
LOW	python/mirage/core/s3/driver.py	559	except Exception as exc:	CODE
LOW	python/mirage/core/s3/driver.py	629	except Exception as exc:	CODE
LOW	python/mirage/core/s3/driver.py	635	except Exception:	CODE
LOW	python/mirage/core/s3/driver.py	711	except Exception as exc:	CODE
LOW	python/mirage/core/s3/driver.py	874	except Exception as exc:	CODE
LOW	python/mirage/core/s3/driver.py	904	except Exception as exc:	CODE
LOW	python/mirage/core/s3/driver.py	936	except Exception as exc:	CODE
LOW	python/mirage/core/s3/driver.py	980	except Exception as exc:	CODE
LOW	python/mirage/core/s3/driver.py	1050	except Exception as exc:	CODE
LOW	python/mirage/core/s3/read.py	100	except Exception as exc:	CODE
LOW	python/mirage/core/chroma/tree.py	30	except Exception as exc:	CODE
LOW	python/mirage/core/box/client.py	474	except Exception:	CODE
LOW	python/mirage/core/object_store/write.py	119	except Exception as exc:	CODE
LOW	python/mirage/core/object_store/write.py	166	except Exception as exc:	CODE
LOW	python/mirage/core/databricks_volume/write.py	40	except Exception as exc:	CODE
LOW	python/mirage/core/databricks_volume/write.py	46	except Exception as exc:	CODE
LOW	python/mirage/core/databricks_volume/write.py	77	except Exception as exc:	CODE
LOW	python/mirage/core/databricks_volume/client.py	70	except Exception as exc:	CODE
LOW	python/mirage/core/databricks_volume/rmdir.py	37	except Exception as exc:	CODE
LOW	python/mirage/core/databricks_volume/rmdir.py	45	except Exception as exc:	CODE
LOW	python/mirage/core/databricks_volume/rm.py	64	except Exception as exc:	CODE
LOW	python/mirage/core/databricks_volume/stream.py	44	except Exception as exc:	CODE
LOW	python/mirage/core/databricks_volume/mkdir.py	42	except Exception as exc:	CODE
LOW	python/mirage/core/databricks_volume/stat.py	56	except Exception as exc:	CODE
LOW	python/mirage/core/databricks_volume/stat.py	72	except Exception as exc:	CODE
LOW	python/mirage/core/databricks_volume/unlink.py	36	except Exception as exc:	CODE
LOW	python/mirage/core/databricks_volume/readdir.py	45	except Exception as exc:	CODE
LOW	python/mirage/core/databricks_volume/readdir.py	87	except Exception as exc:	CODE
LOW	python/mirage/core/databricks_volume/read.py	41	except Exception as exc:	CODE
LOW	python/mirage/core/msgraph/drive.py	406	except Exception:	CODE
LOW	python/mirage/core/tidb_filesystem/exists.py	28	except Exception as exc:	CODE
LOW	python/mirage/core/tidb_filesystem/rename.py	56	except Exception as exc:	CODE
LOW	python/mirage/core/tidb_filesystem/client.py	316	except Exception as exc:	CODE
LOW	python/mirage/core/tidb_filesystem/rmdir.py	28	except Exception as exc:	CODE
LOW	python/mirage/core/tidb_filesystem/rm.py	38	except Exception as exc:	CODE
LOW	python/mirage/core/tidb_filesystem/stream.py	43	except Exception as exc:	CODE
LOW	python/mirage/core/tidb_filesystem/mkdir.py	49	except Exception as exc:	CODE
LOW	python/mirage/core/tidb_filesystem/stat.py	71	except Exception as exc:	CODE
LOW	python/mirage/core/tidb_filesystem/unlink.py	30	except Exception as exc:	CODE
LOW	python/mirage/core/tidb_filesystem/read.py	70	except Exception as exc:	CODE
LOW	python/mirage/core/ssh/write.py	70	except Exception:	CODE
216 more matches not shown…

Cross-File Repetition55 hits · 275 pts

Severity	File	Snippet	Context
HIGH	python/tests/core/gsheets/test_readdir.py	drive reporting a corpus it skipped means the listing is short. keeping it would pin the short listing until it expires,	STRING
HIGH	python/tests/core/gdocs/test_readdir.py	drive reporting a corpus it skipped means the listing is short. keeping it would pin the short listing until it expires,	STRING
HIGH	python/tests/core/gslides/test_readdir.py	drive reporting a corpus it skipped means the listing is short. keeping it would pin the short listing until it expires,	STRING
HIGH	python/tests/shell/job_table/test_redis.py	a runner that never finishes on its own. args: job (job): the job being run.	STRING
HIGH	python/tests/shell/job_table/test_table.py	a runner that never finishes on its own. args: job (job): the job being run.	STRING
HIGH	python/tests/workspace/executor/test_jobs.py	a runner that never finishes on its own. args: job (job): the job being run.	STRING
HIGH	python/tests/workspace/mount/test_mount.py	yields its bytes once, then waits until it is closed, once.	STRING
HIGH	python/tests/workspace/executor/command/test_cli.py	yields its bytes once, then waits until it is closed, once.	STRING
HIGH	…mands/builtin/generic/crossmount/stream/test_stream.py	yields its bytes once, then waits until it is closed, once.	STRING
HIGH	python/tests/runtime/sandbox/ssh/test_sdk.py	every name comes from the sdk, or every name is none; never a mix.	STRING
HIGH	python/tests/runtime/sandbox/daytona/test_sdk.py	every name comes from the sdk, or every name is none; never a mix.	STRING
HIGH	python/tests/runtime/sandbox/e2b/test_sdk.py	every name comes from the sdk, or every name is none; never a mix.	STRING
HIGH	python/tests/runtime/sandbox/ssh/test_sdk.py	ci installs every extra, so this is the only run of the except arm.	STRING
HIGH	python/tests/runtime/sandbox/daytona/test_sdk.py	ci installs every extra, so this is the only run of the except arm.	STRING
HIGH	python/tests/runtime/sandbox/e2b/test_sdk.py	ci installs every extra, so this is the only run of the except arm.	STRING
HIGH	python/tests/commands/cli/builtin/git/conftest.py	run one git line against the mounted repository. args: git_ws (workspace): workspace with the repository and cli. line (	STRING
HIGH	python/tests/commands/cli/builtin/git/test_add.py	run one git line against the mounted repository. args: git_ws (workspace): workspace with the repository and cli. line (	STRING
HIGH	python/tests/commands/cli/builtin/git/test_status.py	run one git line against the mounted repository. args: git_ws (workspace): workspace with the repository and cli. line (	STRING
HIGH	python/mirage/vfs/box/box.py	whether this vfs answers ``name``; with no walk limit it reads every file rather than ask the service's search. args: na	STRING
HIGH	python/mirage/vfs/onedrive/onedrive.py	whether this vfs answers ``name``; with no walk limit it reads every file rather than ask the service's search. args: na	STRING
HIGH	python/mirage/vfs/gcal/gcal.py	whether this vfs answers ``name``; with no walk limit it reads every file rather than ask the service's search. args: na	STRING
HIGH	python/mirage/vfs/gdrive/gdrive.py	whether this vfs answers ``name``; with no walk limit it reads every file rather than ask the service's search. args: na	STRING
HIGH	python/mirage/vfs/github/github.py	whether this vfs answers ``name``; with no walk limit it reads every file rather than ask the service's search. args: na	STRING
HIGH	python/mirage/vfs/sharepoint/sharepoint.py	whether this vfs answers ``name``; with no walk limit it reads every file rather than ask the service's search. args: na	STRING
HIGH	python/mirage/vfs/gsheets/gsheets.py	whether this vfs answers ``name``; with no walk limit it reads every file rather than ask the service's search. args: na	STRING
HIGH	python/mirage/vfs/dropbox/dropbox.py	whether this vfs answers ``name``; with no walk limit it reads every file rather than ask the service's search. args: na	STRING
HIGH	python/mirage/vfs/slack/slack.py	whether this vfs answers ``name``; with no walk limit it reads every file rather than ask the service's search. args: na	STRING
HIGH	python/mirage/vfs/trello/trello.py	whether this vfs answers ``name``; with no walk limit it reads every file rather than ask the service's search. args: na	STRING
HIGH	python/mirage/vfs/gdocs/gdocs.py	whether this vfs answers ``name``; with no walk limit it reads every file rather than ask the service's search. args: na	STRING
HIGH	python/mirage/vfs/gslides/gslides.py	whether this vfs answers ``name``; with no walk limit it reads every file rather than ask the service's search. args: na	STRING
HIGH	python/mirage/vfs/gmail/gmail.py	whether this vfs answers ``name``; with no walk limit it reads every file rather than ask the service's search. args: na	STRING
HIGH	python/mirage/vfs/email/email.py	whether this vfs answers ``name``; with no walk limit it reads every file rather than ask the service's search. args: na	STRING
HIGH	python/mirage/vfs/gsheets/gsheets.py	render a presentation as the json its ``.gslide.json`` file holds. args: path (pathspec): the file. offset (int): the wi	STRING
HIGH	python/mirage/vfs/gdocs/gdocs.py	render a presentation as the json its ``.gslide.json`` file holds. args: path (pathspec): the file. offset (int): the wi	STRING
HIGH	python/mirage/vfs/gslides/gslides.py	render a presentation as the json its ``.gslide.json`` file holds. args: path (pathspec): the file. offset (int): the wi	STRING
HIGH	python/mirage/core/box/events.py	return the changes under ``root`` since ``checkpoint``. args: root (pathspec): event root. checkpoint (str \| none): the	STRING
HIGH	python/mirage/core/gcal/events.py	return the changes under ``root`` since ``checkpoint``. args: root (pathspec): event root. checkpoint (str \| none): the	STRING
HIGH	python/mirage/core/airtable/events.py	return the changes under ``root`` since ``checkpoint``. args: root (pathspec): event root. checkpoint (str \| none): the	STRING
HIGH	python/mirage/core/dropbox/events.py	return the changes under ``root`` since ``checkpoint``. args: root (pathspec): event root. checkpoint (str \| none): the	STRING
HIGH	python/mirage/core/gmail/events.py	return the changes under ``root`` since ``checkpoint``. args: root (pathspec): event root. checkpoint (str \| none): the	STRING
HIGH	python/mirage/core/google/events.py	return the changes under ``root`` since ``checkpoint``. args: root (pathspec): event root. checkpoint (str \| none): the	STRING
HIGH	python/mirage/core/gdrive/events.py	return the changes under ``root`` since ``checkpoint``. args: root (pathspec): event root. checkpoint (str \| none): the	STRING
HIGH	python/mirage/core/msgraph/events.py	return the changes under ``root`` since ``checkpoint``. args: root (pathspec): event root. checkpoint (str \| none): the	STRING
HIGH	python/mirage/runtime/files.py	read at an explicit offset without moving the position. args: offset (int): byte offset to read from. size (int): byte b	STRING
HIGH	python/mirage/runtime/handles/chunked.py	read at an explicit offset without moving the position. args: offset (int): byte offset to read from. size (int): byte b	STRING
HIGH	python/mirage/runtime/wasm/fs.py	read at an explicit offset without moving the position. args: offset (int): byte offset to read from. size (int): byte b	STRING
HIGH	python/mirage/commands/cli/builtin/git/add.py	read the raw awk flag kwargs into a frozen struct. args: fl (flagview): spec-validated view over the raw flag kwargs.	STRING
HIGH	python/mirage/commands/cli/builtin/git/mv.py	read the raw awk flag kwargs into a frozen struct. args: fl (flagview): spec-validated view over the raw flag kwargs.	STRING
HIGH	python/mirage/commands/cli/builtin/git/rm.py	read the raw awk flag kwargs into a frozen struct. args: fl (flagview): spec-validated view over the raw flag kwargs.	STRING
HIGH	python/mirage/commands/cli/builtin/git/switch.py	read the raw awk flag kwargs into a frozen struct. args: fl (flagview): spec-validated view over the raw flag kwargs.	STRING
HIGH	python/mirage/commands/cli/builtin/git/restore.py	read the raw awk flag kwargs into a frozen struct. args: fl (flagview): spec-validated view over the raw flag kwargs.	STRING
HIGH	python/mirage/commands/builtin/generic/awk.py	read the raw awk flag kwargs into a frozen struct. args: fl (flagview): spec-validated view over the raw flag kwargs.	STRING
HIGH	python/mirage/commands/builtin/generic/unexpand.py	run expand over resolved operands; mirrors expandgeneric. args: paths (list[pathspec]): glob-resolved operands, empty fo	STRING
HIGH	python/mirage/commands/builtin/generic/rev.py	run expand over resolved operands; mirrors expandgeneric. args: paths (list[pathspec]): glob-resolved operands, empty fo	STRING
HIGH	python/mirage/commands/builtin/generic/expand.py	run expand over resolved operands; mirrors expandgeneric. args: paths (list[pathspec]): glob-resolved operands, empty fo	STRING

Empty Error Handlers39 hits · 195 pts

Severity	File	Line	Snippet	Context
HIGH	python/tests/core/disk/test_errors.py	63	except FileNotFoundError:	CODE
HIGH	python/tests/workspace/test_command_timeout.py	604	except MirageAbortError:	CODE
HIGH	python/tests/utils/test_abort.py	183	except asyncio.CancelledError:	CODE
HIGH	python/tests/commands/native/conftest.py	313	except (FileExistsError, ValueError):	CODE
HIGH	python/tests/commands/native/test_cross_mount.py	82	except (FileExistsError, ValueError):	CODE
HIGH	python/tests/e2e/conftest.py	251	except (FileExistsError, ValueError):	CODE
HIGH	python/tests/e2e/test_snapshot_drift_live.py	123	except Exception:	CODE
HIGH	python/mirage/vfs/testing.py	248	except FileNotFoundError:	CODE
HIGH	python/mirage/vfs/testing.py	257	except FileNotFoundError:	CODE
HIGH	python/mirage/core/disk/write.py	81	except FileNotFoundError:	CODE
HIGH	python/mirage/workspace/documentation/documents.py	173	except FileNotFoundError:	CODE
HIGH	python/mirage/workspace/record/disk.py	96	except FileNotFoundError:	CODE
HIGH	python/mirage/workspace/record/disk.py	117	except FileNotFoundError:	CODE
HIGH	python/mirage/workspace/record/disk.py	262	except FileNotFoundError:	CODE
HIGH	python/mirage/workspace/workspace/explainer.py	426	except Explained:	CODE
HIGH	python/mirage/workspace/executor/builtins/links/ln.py	712	except CycleError:	CODE
HIGH	python/mirage/workspace/executor/builtins/links/ln.py	837	except (FileNotFoundError, NotADirectoryError):	CODE
HIGH	python/mirage/io/writer.py	56	except asyncio.CancelledError:	CODE
HIGH	python/mirage/cli/daemon.py	146	except ProcessLookupError:	CODE
HIGH	python/mirage/cli/daemon.py	174	except httpx.RequestError:	CODE
HIGH	python/mirage/cli/daemon.py	188	except ProcessLookupError:	CODE
HIGH	python/mirage/commands/cli/builtin/hf/download.py	259	except MISS_ERRORS:	CODE
HIGH	…ckages/core/src/runtime/python/pyodide/py/execution.py	357	except BrokenPipeError:	CODE
HIGH	integ/access/adapters.py	1832	except httpx.TimeoutException:	CODE
HIGH	integ/access/adapters.py	2200	except TimeoutError:	CODE
HIGH	integ/runtime/microsandbox/guest_ops.py	146	except FileNotFoundError:	CODE
HIGH	integ/runtime/microsandbox/live.py	443	except asyncio.CancelledError:	CODE
HIGH	integ/runtime/microsandbox/live.py	602	except asyncio.CancelledError:	CODE
HIGH	integ/events/run.py	290	except (asyncio.CancelledError, StopAsyncIteration):	CODE
HIGH	integ/wandb/sdk.py	106	except (ValueError, wandb.errors.CommError):	CODE
HIGH	examples/python/configuration/cross/cross_fuse.py	169	except EOFError:	CODE
HIGH	examples/python/vfs/s3/s3_fuse.py	98	except EOFError:	CODE
HIGH	examples/python/vfs/hf_models/hf_models_fuse.py	55	except EOFError:	CODE
HIGH	examples/python/vfs/hf_spaces/hf_spaces_fuse.py	58	except EOFError:	CODE
HIGH	examples/python/vfs/hf_datasets/hf_datasets_fuse.py	59	except EOFError:	CODE
HIGH	examples/python/vfs/hf_buckets/hf_buckets_fuse.py	76	except EOFError:	CODE
HIGH	examples/python/vfs/seaweedfs/seaweedfs_fuse.py	91	except EOFError:	CODE
HIGH	scripts/check_vfs_md_parity.py	187	except ValueError:	CODE
HIGH	scripts/check_cli_cold_start.py	394	except UnresolvedImport:	CODE

AI Structural Patterns55 hits · 52 pts

Severity	File	Line	Context
LOW	python/tests/commands/native/test_curl.py	52	CODE
LOW	python/tests/commands/native/test_curl.py	264	CODE
LOW	python/tests/commands/builtin/test_net.py	80	CODE
LOW	python/tests/sim/world.py	392	CODE
LOW	python/mirage/vfs/base.py	203	CODE
LOW	python/mirage/core/google/client.py	285	CODE
LOW	python/mirage/core/google/drive.py	77	CODE
LOW	python/mirage/core/api/client.py	583	CODE
LOW	python/mirage/core/email/search.py	121	CODE
LOW	python/mirage/workspace/files.py	119	CODE
LOW	python/mirage/workspace/expand/types.py	70	CODE
LOW	python/mirage/workspace/workspace/execute.py	462	CODE
LOW	python/mirage/workspace/workspace/workspace.py	258	CODE
LOW	python/mirage/workspace/workspace/workspace.py	1859	CODE
LOW	python/mirage/workspace/workspace/workspace.py	1983	CODE
LOW	python/mirage/workspace/workspace/workspace.py	2125	CODE
LOW	python/mirage/workspace/workspace/workspace.py	2951	CODE
LOW	python/mirage/workspace/workspace/workspace.py	2973	CODE
LOW	python/mirage/workspace/workspace/workspace.py	2995	CODE
LOW	python/mirage/workspace/workspace/workspace.py	3016	CODE
LOW	python/mirage/workspace/workspace/workspace.py	3177	CODE
LOW	…thon/mirage/workspace/executor/find_action_dispatch.py	443	CODE
LOW	python/mirage/workspace/executor/redirect.py	503	CODE
LOW	python/mirage/workspace/executor/redirect.py	577	CODE
LOW	python/mirage/workspace/executor/pipes.py	407	CODE
LOW	python/mirage/workspace/node/execute_node.py	918	CODE
LOW	python/mirage/workspace/node/explain.py	446	CODE
LOW	python/mirage/workspace/node/command_dispatch.py	717	CODE
LOW	python/mirage/io/types.py	301	CODE
LOW	python/mirage/server/registry.py	234	CODE
LOW	python/mirage/server/app.py	287	CODE
LOW	python/mirage/cli/tools.py	143	CODE
LOW	python/mirage/commands/spec/types.py	159	CODE
LOW	python/mirage/commands/builtin/utils/http.py	134	CODE
LOW	python/mirage/commands/builtin/utils/http.py	222	CODE
LOW	python/mirage/commands/builtin/generic/tree.py	291	CODE
LOW	python/mirage/commands/builtin/generic/gzip.py	62	CODE
LOW	python/mirage/commands/builtin/generic/tail.py	305	CODE
LOW	python/mirage/commands/builtin/generic/wc.py	260	CODE
LOW	python/mirage/commands/builtin/generic/checksum.py	538	CODE
LOW	python/mirage/commands/builtin/generic/decompress.py	286	CODE
LOW	python/mirage/commands/builtin/generic/comm.py	24	CODE
LOW	python/mirage/commands/builtin/generic/mktemp.py	113	CODE
LOW	python/mirage/commands/builtin/generic/shuf.py	337	CODE
LOW	python/mirage/commands/builtin/generic/ls.py	934	CODE
LOW	python/mirage/commands/builtin/generic/ls.py	1391	CODE
LOW	python/mirage/commands/builtin/generic/awk.py	112	CODE
LOW	python/mirage/commands/builtin/generic/stat.py	673	CODE
LOW	python/mirage/commands/builtin/generic/cmp.py	92	CODE
LOW	python/mirage/commands/builtin/generic/find.py	49	CODE
LOW	python/mirage/commands/builtin/generic/numfmt.py	17	CODE
LOW	python/mirage/commands/builtin/generic/xxd.py	293	CODE
LOW	…on/mirage/commands/builtin/generic/crossmount/route.py	51	CODE
LOW	…age/commands/builtin/generic/crossmount/relay/relay.py	47	CODE
LOW	…ckages/core/src/runtime/python/pyodide/py/execution.py	152	CODE

Hallucination Indicators4 hits · 40 pts

Severity	File	Line	Snippet	Context
CRITICAL	…amples/python/agents/openai_agents_api/redis_report.py	81	with client.beta.agents.sessions.events.stream(session.id) as stream:	CODE
CRITICAL	…amples/python/agents/openai_agents_api/redis_report.py	82	client.beta.agents.sessions.events.create(	CODE
CRITICAL	…es/typescript/agents/openai_agents_api/redis_report.ts	79	const stream = await client.beta.agents.sessions.events.stream(session.id)	CODE
CRITICAL	…es/typescript/agents/openai_agents_api/redis_report.ts	80	await client.beta.agents.sessions.events.create(session.id, {	CODE

AI Slop Vocabulary10 hits · 35 pts

Severity	File	Line	Snippet	Context
MEDIUM	python/tests/vfs/test_listing_version.py	208	# A declarer gets a harness proving that its check and its fill agree, so	COMMENT
MEDIUM⚡	python/tests/vfs/test_read_revalidatable.py	1237	# The write rows run each family's own harness through _fake, so a	COMMENT
MEDIUM⚡	python/tests/vfs/test_read_revalidatable.py	1238	# writable family is covered exactly when it has a harness; the	COMMENT
MEDIUM⚡	python/tests/workspace/test_execute_options.py	472	# ── agent harness pattern ─────────────────────────────────────────	COMMENT
MEDIUM⚡	python/tests/commands/cli/builtin/ntn/test_api.py	226	# The conformance harness closes stdin and every other line would	COMMENT
MEDIUM	python/tests/commands/cli/builtin/ntn/test_serde.py	25	# harness.	COMMENT
MEDIUM	python/tests/commands/builtin/test_expand_unexpand.py	190	# differential harness ran 1548 more combinations of these lists against	COMMENT
LOW⚡	python/tests/commands/builtin/test_bc.py	1321	# then the 16 in the base it just set.	COMMENT
MEDIUM	integ/metadata.py	18	# scenarios the declarative harness cannot express: it can run commands and	COMMENT
MEDIUM	integ/metadata.py	21	# and namespace support in the harness, not another case file.	COMMENT

Dead Code15 hits · 30 pts

Severity	File	Line	Context
MEDIUM	python/tests/core/hf_hub/test_stream.py	139	CODE
MEDIUM	python/tests/commands/builtin/generic/test_sed.py	39	CODE
MEDIUM	python/tests/commands/builtin/generic/test_rg.py	154	CODE
MEDIUM	python/tests/commands/builtin/generic/test_cut.py	74	CODE
MEDIUM	python/tests/commands/builtin/generic/test_cut.py	190	CODE
MEDIUM	python/tests/commands/builtin/generic/test_tail.py	1162	CODE
MEDIUM	python/tests/commands/builtin/generic/test_tail.py	1203	CODE
MEDIUM	python/tests/commands/builtin/generic/test_join.py	240	CODE
MEDIUM	python/tests/commands/builtin/generic/test_tee.py	320	CODE
MEDIUM	python/tests/commands/builtin/generic/test_checksum.py	110	CODE
MEDIUM	python/tests/commands/builtin/generic/test_file.py	52	CODE
MEDIUM	python/tests/commands/builtin/generic/test_file.py	57	CODE
MEDIUM	python/tests/commands/builtin/generic/test_jq.py	93	CODE
MEDIUM	python/tests/commands/builtin/generic/test_cmp.py	137	CODE
MEDIUM	python/mirage/shell/descriptors.py	82	CODE

Fake / Example Data21 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	python/tests/core/google/test_drive.py	47	mgr._access_token = "fake-token"	CODE
LOW	python/tests/core/gdrive/conftest.py	42	manager._access_token = "fake-token"	CODE
LOW	python/tests/core/gdrive/conftest.py	55	manager._access_token = "fake-token"	CODE
LOW	python/tests/core/gdrive/test_checksum.py	37	manager._access_token = "fake-token"	CODE
LOW	python/tests/core/gdrive/test_stat.py	46	mgr._access_token = "fake-token"	CODE
LOW	python/tests/core/gdrive/test_read.py	56	mgr._access_token = "fake-token"	CODE
LOW	python/tests/core/gdrive/test_readdir.py	53	mgr._access_token = "fake-token"	CODE
LOW	python/tests/core/gdocs/test_write.py	32	mgr._access_token = "fake-token"	CODE
LOW	python/tests/core/gdocs/test_read.py	42	mgr._access_token = "fake-token"	CODE
LOW	python/tests/core/gmail/test_send.py	33	mgr._access_token = "fake-token"	CODE
LOW	python/tests/core/gmail/test_labels.py	32	mgr._access_token = "fake-token"	CODE
LOW	python/tests/core/gmail/test_messages.py	40	mgr._access_token = "fake-token"	CODE
LOW	python/tests/sim/world.py	319	token=SecretStr("fake-token"),	CODE
LOW⚡	python/tests/sim/test_multi_backend.py	720	token=SecretStr("fake-token"), owner="test-owner", repo="test-repo"	CODE
LOW	python/mirage/core/slack/search.py	254	"placeholder",	CODE
LOW	typescript/packages/core/src/core/slack/search.ts	243	'placeholder',	CODE
LOW	…ipt/packages/core/src/workspace/workspace/fill.test.ts	288	registerSecrets('fake-key', FakeConfig, fetch)	CODE
LOW	…ipt/packages/core/src/workspace/workspace/fill.test.ts	289	const ws = makeWs({ API: { from: 'fake-key', ref: 'r' } })	CODE
LOW	typescript/packages/browser/tests/test-utils.ts	528	const token = options.token ?? 'fake-token'	CODE
LOW	…/packages/node/src/runtime/sandbox/ssh/runtime.test.ts	171	await writeFile(keyPath, 'fake-key')	CODE
LOW	…/packages/node/src/runtime/sandbox/ssh/runtime.test.ts	183	{ type: 'publickey', username: userInfo().username, key: Buffer.from('fake-key') },	CODE

Overly Generic Function Names9 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	python/tests/vfs/test_call.py	86	async def helper(self, path: PathSpec) -> None:	CODE
LOW⚡	python/tests/commands/cli/builtin/git/test_combined.py	86	lines[4] = "function handleRequest(request, response) {\n"	CODE
LOW⚡	python/tests/commands/cli/builtin/git/test_combined.py	91	"@@@ -12,7 -12,7 +12,7 @@@ function handleRequest(request, respons\n"	CODE
LOW	python/tests/e2e/test_find_pipe_while.py	23	"src/utils/helpers.py": b"def helper(): pass\n",	CODE
LOW	python/tests/sim/test_multi_backend.py	474	assert b"def helper():" in res.stdout	CODE
LOW	typescript/packages/core/src/core/langfuse/client.ts	125	function getData(body: unknown): Record<string, unknown>[] {	CODE
LOW	…core/src/workspace/integration_find_pipe_while.test.ts	22	'src/utils/helpers.py': 'def helper(): pass\n',	CODE
LOW	…ges/core/src/commands/cli/builtin/git/combined.test.ts	82	lines[4] = 'function handleRequest(request, response) {\n'	CODE
LOW	…ges/core/src/commands/cli/builtin/git/combined.test.ts	90	'@@@ -12,7 -12,7 +12,7 @@@ function handleRequest(request, respons\n',	CODE

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	rust/mirage-rs/src/nfs/nfs.rs	300	/// (FALSE), the server cannot set times as requested.	COMMENT

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/test_integ.yml	90	# and runtime; workspace/abort owns only line orchestration.	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	typescript/scripts/load-env.sh	7	# Usage:	COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	examples/python/vfs/s3/s3.py	187	# Read file to populate cache (cat declares cache, wc materializes)	COMMENT

strukto-ai/mirage

Open-Source Code Quality, Security and Technical Debt Review