1.2

Adjusted Signal

1.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

92.5K

Stars

Rust

Language

1.8M

Lines of Code

3.1K

Files

1.8K

Pattern Hits

2026-10-31

Scan Date

0.01

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 4.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1675 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.8/100 · LOW

Are imports declared and package/API names verified? 104 finding(s).

Agent Over-Engineering Ratio 0.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 187 finding(s).

PR Review Velocity Impact 6.0/100 · LOW

Which changes need focused human review? 1842 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 14HIGH 27MEDIUM 78LOW 1723

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 1842 distinct pattern matches across 20 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.

Over-Commented Block1376 hits · 1276 pts

Severity	File	Line	Snippet	Context
LOW	Cargo.toml	1181	# (which also take minutes to discover) thus require switching back	COMMENT
LOW	clippy.toml	21	# { path = "std::collections::HashMap", replacement = "collections::HashMap" },	COMMENT
LOW	corgi.toml	1	corgi_version = "0.1.43"	COMMENT
LOW	corgi.toml	41	path = "mac-arm64-release"	COMMENT
LOW	tooling/xtask/src/tasks/wsl_sandbox_tests.rs	1	#![allow(clippy::disallowed_methods, reason = "tooling is exempt")]	COMMENT
LOW	tooling/xtask/src/tasks/sandbox_tests.rs	1	#![allow(clippy::disallowed_methods, reason = "tooling is exempt")]	COMMENT
LOW	tooling/xtask/src/tasks/sandbox_tests.rs	21	tests: Vec<String>,	COMMENT
LOW	tooling/lints/src/entity_update_in_render.rs	1	use clippy_utils::diagnostics::span_lint;	COMMENT
LOW	tooling/lints/src/lib.rs	81	///	COMMENT
LOW	tooling/lints/src/lib.rs	101	///	COMMENT
LOW	tooling/lints/src/lib.rs	221	_ => None,	COMMENT
LOW	tooling/lints/src/lib.rs	401	///	COMMENT
LOW	tooling/lints/src/map_lookup_then_insert.rs	21	/// The lint covers direct `match`, `if let`, `is_some`/`is_none`, and	COMMENT
LOW	tooling/lints/src/map_lookup_then_insert.rs	201	return None;	COMMENT
LOW	tooling/lints/src/map_lookup_then_insert.rs	281	}	COMMENT
LOW	tooling/lints/src/owned_string_into_shared.rs	1	use clippy_utils::diagnostics::span_lint;	COMMENT
LOW	tooling/lints/src/owned_string_into_shared.rs	21	/// let value: Rc<str> = "foo".to_owned().into();	COMMENT
LOW	tooling/lints/src/notify_in_render.rs	1	use clippy_utils::diagnostics::span_lint;	COMMENT
LOW	tooling/lints/src/blocking_io_on_foreground.rs	1	use clippy_utils::diagnostics::span_lint;	COMMENT
LOW	tooling/perf/src/main.rs	1	//! Perf profiler for Zed tests. Outputs timings of tests marked with the `#[perf]`	COMMENT
LOW	tooling/perf/src/main.rs	21	//! ```	COMMENT
LOW	tooling/perf/src/implementation.rs	41		COMMENT
LOW	tooling/perf/src/implementation.rs	101	/// Information about a given perf test.	COMMENT
LOW	crates/credentials_provider/src/credentials_provider.rs	21		COMMENT
LOW	crates/sidebar/src/sidebar.rs	801	/// The index of the list item that currently has the keyboard focus	COMMENT
LOW	crates/sidebar/src/sidebar.rs	1401	/// Iterates [`MultiWorkspace::project_group_keys`] to determine project	COMMENT
LOW	crates/sidebar/src/sidebar.rs	5541	/// This is critical because `rebuild_contents` derives the active	COMMENT
LOW	crates/sidebar/src/sidebar_tests.rs	8241	// `[/cloud, /worktrees/zed/wt_a/zed]`, where:	COMMENT
LOW	crates/sidebar/src/sidebar_tests.rs	8261	// don't equal the group key either.	COMMENT
LOW	crates/sidebar/src/sidebar_tests.rs	15161	// 1. Persist the worktree's git state via the remote repository RPCs	COMMENT
LOW	crates/vim/src/helix.rs	41	/// Inserts at the end of the current Helix cursor line.	COMMENT
LOW	crates/vim/src/helix.rs	2581	// async fn test_delete_character_end_of_buffer(cx: &mut gpui::TestAppContext) {	COMMENT
LOW	crates/vim/src/object.rs	101	#[action(namespace = vim)]	COMMENT
LOW	crates/vim/src/object.rs	421	Quotes,	COMMENT
LOW	crates/vim/src/surrounds.rs	501		COMMENT
LOW	crates/vim/src/vim.rs	2361	/// This allows users to set their preferred editor cursor and have	COMMENT
LOW	crates/vim/src/motion.rs	201	/// Moves to the start of the previous word.	COMMENT
LOW	crates/vim/src/motion.rs	221	#[action(namespace = vim)]	COMMENT
LOW	crates/vim/src/motion.rs	241	pub(crate) struct PreviousSubwordStart {	COMMENT
LOW	crates/vim/src/motion.rs	281		COMMENT
LOW	crates/vim/src/motion.rs	341	[	COMMENT
LOW	crates/vim/src/motion.rs	1421	selection.end = movement::saturating_left(map, selection.end);	COMMENT
LOW	crates/vim/src/normal/delete.rs	721	// cx.simulate(	COMMENT
LOW	crates/vim/src/normal/delete.rs	741	// // Two deletes	COMMENT
LOW	crates/vim/src/normal/search.rs	21	#[action(namespace = vim)]	COMMENT
LOW	crates/vim/src/normal/search.rs	41	#[serde(default = "default_true")]	COMMENT
LOW	crates/vim/src/helix/boundary.rs	21	/// The next end since `from` (inclusive).	COMMENT
LOW	crates/agent_ui/src/agent_panel.rs	14181	panel	COMMENT
LOW	crates/agent_ui/src/agent_panel.rs	14301	//	COMMENT
LOW	crates/agent_ui/src/agent_ui.rs	361	/// Re-enables the fast mode warning for every provider and model.	COMMENT
LOW	crates/agent_ui/src/agent_ui.rs	421	);	COMMENT
LOW	crates/agent_ui/src/agent_ui.rs	441		COMMENT
LOW	crates/agent_ui/src/agent_ui.rs	461	#[action(namespace = agent)]	COMMENT
LOW	crates/agent_ui/src/message_editor.rs	781	// Two acceptance paths:	COMMENT
LOW	crates/agent_ui/src/thread_worktree_archive.rs	21	/// The plan for archiving a single git worktree root.	COMMENT
LOW	crates/agent_ui/src/thread_worktree_archive.rs	41	/// call `remove_worktree` and release it during [`remove_root`].	COMMENT
LOW	crates/agent_ui/src/thread_worktree_archive.rs	81	/// Resolves the Zed-managed worktrees base directory for a given repo.	COMMENT
LOW	crates/agent_ui/src/thread_worktree_archive.rs	101	/// 1. Finds every `Project` across all open workspaces that has this	COMMENT
LOW	crates/agent_ui/src/thread_worktree_archive.rs	341	/// Finds a live `Repository` entity for the given path, or creates a temporary	COMMENT
LOW	crates/agent_ui/src/thread_worktree_archive.rs	481	task.await.log_err();	COMMENT
1316 more matches not shown…

Hallucination Indicators14 hits · 160 pts

Severity	File	Line	Snippet	Context
CRITICAL	crates/vim/src/normal/paste.rs	787	settings.project.all_languages.languages.0.insert(	CODE
CRITICAL	…lab_ui/src/notifications/incoming_call_notification.rs	118	self.state.call.calling_user.avatar_uri.clone(),	CODE
CRITICAL	crates/terminal/src/alacritty.rs	837	let cursor_line = grid.cursor.point.line.0.max(0) as usize;	CODE
CRITICAL	crates/gpui_windows/src/window.rs	619	self.0.state.callbacks.visibility_change.take();	CODE
CRITICAL	crates/gpui_windows/src/window.rs	991	self.0.state.callbacks.visibility_change.set(Some(callback));	CODE
CRITICAL	crates/gpui_windows/src/window.rs	1151	if let Some(mut func) = self.0.state.callbacks.input.take() {	CODE
CRITICAL	crates/gpui_windows/src/window.rs	1153	self.0.state.callbacks.input.set(Some(func));	CODE
CRITICAL	crates/gpui_windows/src/platform.rs	801	self.inner.state.callbacks.open_urls.set(Some(callback));	CODE
CRITICAL⚡	crates/gpui_windows/src/platform.rs	867	self.inner.state.callbacks.quit.set(Some(callback));	CODE
CRITICAL⚡	crates/gpui_windows/src/platform.rs	871	self.inner.state.callbacks.reopen.set(Some(callback));	CODE
CRITICAL⚡	crates/gpui_windows/src/platform.rs	875	self.inner.state.callbacks.system_sleep.set(Some(callback));	CODE
CRITICAL⚡	crates/gpui_windows/src/platform.rs	879	self.inner.state.callbacks.system_wake.set(Some(callback));	CODE
CRITICAL	crates/editor/src/display_map/fold_map.rs	653	None => edit.old.start.0.0.min(edit.new.start.0.0),	CODE
CRITICAL	crates/git_hosting_providers/src/providers/bitbucket.rs	154	.map(\|commit\| commit.author.user.links.avatar.map(\|link\| link.href))	CODE

Hyper-Verbose Identifiers124 hits · 141 pts

Severity	File	Line	Snippet	Context
LOW	…ction_cli/evals/flask--add-and-rename-test-function.md	38	+def test_static_file_not_found():	CODE
LOW	…ction_cli/evals/flask--add-and-rename-test-function.md	48	def test_static_file_not_found():	CODE
LOW⚡	…ction_cli/evals/flask--add-and-rename-test-function.md	62	-def test_static_file_not_found():	CODE
LOW⚡	…ction_cli/evals/flask--add-and-rename-test-function.md	64	+def test_static_file_not_found(app, client):	CODE
LOW⚡	…ction_cli/evals/flask--add-and-rename-test-function.md	74	-def test_static_file_not_found():	CODE
LOW⚡	…ction_cli/evals/flask--add-and-rename-test-function.md	76	+def test_static_file_not_found(app, client):	CODE
LOW⚡	…ction_cli/evals/flask--add-and-rename-test-function.md	86	-def test_static_file_not_found():	CODE
LOW⚡	…ction_cli/evals/flask--add-and-rename-test-function.md	88	+def test_static_file_not_found(app, client):	CODE
LOW	…diction_cli/evals/flask--rename-accepted-prediction.md	30	+def test_session_cookie_httponly(app, client):	CODE
LOW	…diction_cli/evals/flask--rename-accepted-prediction.md	51	-def test_session_cookie_httponly(app, client):	CODE
LOW	…diction_cli/evals/flask--rename-accepted-prediction.md	52	+def test_session_cookie_secur(app, client):	CODE
LOW	…diction_cli/evals/flask--rename-accepted-prediction.md	63	def test_session_cookie_secur(app, client):	CODE
LOW	…diction_cli/evals/flask--rename-accepted-prediction.md	85	-def test_session_cookie_secur(app, client):	CODE
LOW	…diction_cli/evals/flask--rename-accepted-prediction.md	87	+def test_session_cookie_secure(app, client):	CODE
LOW	…/edit_prediction_cli/evals/flask--add-test-function.md	171	+def test_static_route_with_host_matching(app, client):	CODE
LOW	crates/edit_prediction_cli/src/prompts/teacher_jumps.md	369	+def calculate_rectangle_perimeter(width, height):	CODE
LOW	crates/edit_prediction_cli/src/prompts/teacher_jumps.md	377	-def calculate_rectangle_perimeter(width, height):	CODE
LOW	crates/edit_prediction_cli/src/prompts/teacher_jumps.md	401	def calculate_square_perimeter(side):	CODE
LOW	crates/edit_prediction_cli/src/prompts/teacher.md	298	+def calculate_rectangle_perimeter(width, height):	CODE
LOW	crates/edit_prediction_cli/src/prompts/teacher.md	306	-def calculate_rectangle_perimeter(width, height):	CODE
LOW	crates/edit_prediction_cli/src/prompts/teacher.md	329	def calculate_square_perimeter(side):	CODE
LOW⚡	crates/json_schema_store/src/schemas/tsconfig.json	776	"description": "When enabled, TypeScript will check all code paths in a function to ensure they return a v	CODE
LOW⚡	crates/json_schema_store/src/schemas/tsconfig.json	779	"markdownDescription": "When enabled, TypeScript will check all code paths in a function to ensure they re	CODE
LOW⚡	crates/json_schema_store/src/schemas/tsconfig.json	780	"x-intellij-html-description": "<p>When enabled, TypeScript will check all code paths in a function to ens	CODE
LOW	crates/languages/src/typescript.rs	1031	class DataHandler {	CODE
LOW	crates/languages/src/typescript.rs	1070	("class DataHandler", 0),	CODE
LOW⚡	crates/git_ui/src/text_diff_view.rs	500	"def process_incoming_inventory(items, warehouse_id):\n pass\n",	CODE
LOW⚡	crates/git_ui/src/text_diff_view.rs	501	"def process_outgoing_inventory(items, warehouse_id):\n passˇ\n",	CODE
LOW⚡	crates/git_ui/src/text_diff_view.rs	504	- def process_incoming_inventory(items, warehouse_id):	CODE
LOW⚡	crates/git_ui/src/text_diff_view.rs	505	+ ˇdef process_outgoing_inventory(items, warehouse_id):	CODE
LOW⚡	crates/git_ui/src/text_diff_view.rs	523	"def process_incoming_inventory(items, warehouse_id):\n pass\n",	CODE
LOW⚡	crates/git_ui/src/text_diff_view.rs	524	"«def process_outgoing_inventory(items, warehouse_id):\n passˇ»\n",	CODE
LOW⚡	crates/git_ui/src/text_diff_view.rs	527	- def process_incoming_inventory(items, warehouse_id):	CODE
LOW⚡	crates/git_ui/src/text_diff_view.rs	528	+ ˇdef process_outgoing_inventory(items, warehouse_id):	CODE
LOW	crates/eval_cli/zed_eval/modal_app.py	98	def provision_benchmark_dataset(run_request: dict[str, Any], log: Any) -> None:	CODE
LOW	crates/eval_cli/zed_eval/launch.py	221	def common_run_request_fields(	CODE
LOW	crates/eval_cli/zed_eval/launch.py	421	def benchmark_metadata_for_run(	CODE
LOW	crates/eval_cli/zed_eval/launch.py	512	def build_benchmark_run_request(	CODE
LOW	crates/eval_cli/zed_eval/launch.py	548	def prepare_runs_for_benchmarks(	CODE
LOW	crates/eval_cli/zed_eval/common.py	92	def configure_modal_environment(args: argparse.Namespace) -> None:	CODE
LOW	crates/eval_cli/zed_eval/interactive.py	129	def configure_interactive_suite(args: argparse.Namespace) -> None:	CODE
LOW	crates/eval_cli/zed_eval/agent.py	311	def populate_context_post_run(self, context: AgentContext) -> None:	CODE
LOW	crates/eval_cli/zed_eval/agent.py	358	def _task_declared_agent_timeout_sec(self, task_cfg: dict) -> float \| None:	CODE
LOW	crates/eval_cli/zed_eval/pier_agent.py	225	def populate_context_post_run(self, context: AgentContext) -> None:	CODE
LOW	crates/eval_cli/zed_eval/agent_common.py	38	def add_openai_compatible_provider_env(	CODE
LOW	crates/eval_cli/zed_eval/agent_common.py	45	def add_anthropic_available_models_env(	CODE
LOW	crates/eval_cli/zed_eval/agent_common.py	99	def populate_context_from_result(logs_dir: Path, context: Any, logger: Any) -> None:	CODE
LOW	crates/eval_cli/zed_eval/agent_common.py	129	def eval_cli_with_log_command(	CODE
LOW	crates/eval_cli/zed_eval/benchmarks.py	192	def resolve_benchmark_selector(selector: str) -> list[str]:	CODE
LOW	crates/eval_cli/zed_eval/report.py	457	def _fill_run_location_from_index(args: Any) -> None:	CODE
LOW	crates/eval_cli/zed_eval/tests/test_agent_common.py	39	def test_preserves_non_timeout_exit_status_through_tee(self) -> None:	CODE
LOW	crates/eval_cli/zed_eval/tests/test_agent_common.py	46	def test_maps_eval_cli_timeout_exit_to_success(self) -> None:	CODE
LOW	crates/eval_cli/zed_eval/tests/test_agent_common.py	60	def test_anthropic_available_models_env_is_added(self) -> None:	CODE
LOW	crates/eval_cli/zed_eval/tests/test_agent_common.py	66	def test_configure_modal_environment_sets_documented_secret_env(self) -> None:	CODE
LOW	crates/eval_cli/zed_eval/tests/test_agent_common.py	96	def test_extracts_normal_members(self) -> None:	CODE
LOW	crates/eval_cli/zed_eval/tests/test_agent_common.py	109	def test_rejects_path_traversal_members(self) -> None:	CODE
LOW	crates/eval_cli/zed_eval/tests/test_launch.py	18	def test_swe_atlas_defaults_judges_by_part(self) -> None:	CODE
LOW	crates/eval_cli/zed_eval/tests/test_launch.py	45	def test_baseten_model_preset_generates_provider_json(self) -> None:	CODE
LOW	crates/eval_cli/zed_eval/tests/test_launch.py	77	def test_interactive_suite_can_include_non_swe_atlas_benchmarks(self) -> None:	CODE
LOW	crates/eval_cli/zed_eval/tests/test_launch.py	113	def test_explicit_existing_build_skips_source_preparation(self) -> None:	CODE
64 more matches not shown…

Decorative Section Separators33 hits · 118 pts

Severity	File	Line	Snippet	Context
MEDIUM	crates/sidebar/src/sidebar_tests.rs	6130	// ── 1. Initial state: focused thread derived from active panel ─────	COMMENT
MEDIUM	crates/sidebar/src/sidebar_tests.rs	10089	// ── Setup: create three threads with distinct created_at times ──────	COMMENT
MEDIUM	crates/sidebar/src/sidebar_tests.rs	10151	// ── 1. Open switcher: threads sorted by last_accessed_at ─────────────────	COMMENT
MEDIUM	crates/sidebar/src/sidebar_tests.rs	10174	// ── 2. Confirm on Thread C: it becomes most-recently-accessed ──────	COMMENT
MEDIUM	crates/sidebar/src/sidebar_tests.rs	10339	// ── 4. Add another historical thread with older created_at ─────────	COMMENT
MEDIUM	crates/agent_ui/src/thread_metadata_store.rs	3787	// ── Migration tests ────────────────────────────────────────────────	COMMENT
MEDIUM	crates/agent_ui/src/thread_metadata_store.rs	3946	// ── ThreadWorktreePaths tests ──────────────────────────────────────	COMMENT
MEDIUM	crates/dev_container/src/devcontainer_manifest.rs	7968	#---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	crates/dev_container/src/devcontainer_manifest.rs	7971	#---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	crates/dev_container/src/devcontainer_manifest.rs	8837	#---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	crates/dev_container/src/devcontainer_manifest.rs	8840	#---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	crates/dev_container/src/devcontainer_manifest.rs	9090	#---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	crates/dev_container/src/devcontainer_manifest.rs	9093	#---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	crates/dev_container/src/devcontainer_manifest.rs	9527	#---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	crates/dev_container/src/devcontainer_manifest.rs	9530	#---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	crates/dev_container/src/devcontainer_manifest.rs	9675	#-----------------------------------------------------------------------------------------------	COMMENT
MEDIUM	crates/dev_container/src/devcontainer_manifest.rs	9678	#-----------------------------------------------------------------------------------------------	COMMENT
MEDIUM	crates/project_panel/src/undo.rs	11	//! ───────────────────────────────── ──────────────────────────────────────	COMMENT
MEDIUM⚡	crates/project_panel/src/undo.rs	52	//! ┌──────────────────────────────┴─────────────────────────────────────────────┐	COMMENT
MEDIUM⚡	crates/project_panel/src/undo.rs	57	//! └──────────────────────────────┬─────────────────────────────────────────────┘	COMMENT
MEDIUM⚡	crates/project_panel/src/undo.rs	61	//! Execute Created(CONTRIBUTING.md) ────────> Trash(CONTRIBUTING.md)	COMMENT
MEDIUM⚡	crates/project_panel/src/undo.rs	65	//! 1 Renamed(README.md, readme.md) ─────┐	COMMENT
MEDIUM⚡	crates/project_panel/src/undo.rs	75	//! 1 Renamed(readme.md, README.md) ─────┐ (at the cursor)	COMMENT
MEDIUM⚡	crates/project_panel/src/undo.rs	78	//! ┌──────────────────────────────────────┴─────────────────────────────────────┐	COMMENT
MEDIUM⚡	crates/project_panel/src/undo.rs	83	//! └─────────────────────────────────────┬──────────────────────────────────────┘	COMMENT
MEDIUM⚡	crates/gpui/src/window/a11y.rs	8	//! ┌────────────────────────────────┐ ┌─────────────────────┐	COMMENT
MEDIUM⚡	crates/gpui/src/window/a11y.rs	10	//! │ └────────────────────────────────┘ └─────────────────────┘	COMMENT
MEDIUM⚡	crates/gpui/src/window/a11y.rs	12	//! ┌──────┐ ┌───────────┐ │ ┌────────────────────────────────┐ ┌─────────────────────┐	COMMENT
MEDIUM⚡	crates/gpui/src/window/a11y.rs	14	//! └──────┘ └───────────┘ │ └────────────────────────────────┘ └─────────────────────┘	COMMENT
MEDIUM⚡	crates/gpui/src/window/a11y.rs	16	//! │ ┌────────────────────────────────┐ ┌─────────────────────┐	COMMENT
MEDIUM⚡	crates/gpui/src/window/a11y.rs	18	//! └────────────────────────────────┘ └─────────────────────┘	COMMENT
MEDIUM	nix/tests/sandboxing/bwrap_smoke_test.sh	42	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	nix/tests/sandboxing/bwrap_smoke_test.sh	47	# ---------------------------------------------------------------------------	COMMENT

Structural Annotation Overuse54 hits · 88 pts

Severity	File	Line	Snippet	Context
LOW	crates/sidebar/src/sidebar_tests.rs	12513	// Step 1: Create a linked worktree for the main project.	COMMENT
LOW	crates/sidebar/src/sidebar_tests.rs	12553	// Step 2: Open the linked worktree as its own workspace.	COMMENT
LOW	crates/sidebar/src/sidebar_tests.rs	12564	// Step 3: Add an unrelated project.	COMMENT
LOW	crates/sidebar/src/sidebar_tests.rs	15767	// Step 1: activate the linked-worktree workspace. The MultiWorkspace	COMMENT
LOW	crates/sidebar/src/sidebar_tests.rs	15783	// Step 2: switch to the workspace for group B. Group A's last-active	COMMENT
LOW	crates/sidebar/src/sidebar_tests.rs	15796	// Step 3: simulate cmd-click on group A's header. The project group key	COMMENT
LOW	crates/agent_ui/src/agent_panel.rs	14220	// Step 1: Open thread A and send a message.	COMMENT
LOW	crates/agent_ui/src/agent_panel.rs	14240	// Step 2: Open thread B → A goes to retained_threads.	COMMENT
LOW	crates/agent_ui/src/agent_panel.rs	14265	// Step 3: Set a thread_error on retained A's active thread view.	COMMENT
LOW	crates/agent_ui/src/agent_panel.rs	14298	// Step 4: Emit AgentServersUpdated → retained A's	COMMENT
LOW	crates/agent_ui/src/agent_panel.rs	14318	// Step 5: Immediately open thread X via open_thread, BEFORE	COMMENT
LOW	crates/agent_ui/src/agent_panel.rs	14342	// Step 6: Force the retained ConversationView A to be dropped	COMMENT
LOW	crates/agent_ui/src/thread_metadata_store.rs	3966	// Step 2: add cloud	COMMENT
LOW	crates/agent_ui/src/thread_metadata_store.rs	3982	// Step 3: remove zed	COMMENT
LOW	crates/ui/src/traits/animation_ext.rs	11	/// NOTE: This method uses the location of the caller to generate an ID for this state.	COMMENT
LOW⚡	crates/zed/src/visual_test_runner.rs	1162	// Step 1: Initial draw to register mouse listeners	COMMENT
LOW⚡	crates/zed/src/visual_test_runner.rs	1168	// Step 2: Simulate mouse move into gutter area	COMMENT
LOW⚡	crates/zed/src/visual_test_runner.rs	1176	// Step 3: Advance clock past 200ms debounce	COMMENT
LOW⚡	crates/zed/src/visual_test_runner.rs	1180	// Step 4: Draw again to pick up the indicator state change	COMMENT
LOW⚡	crates/zed/src/visual_test_runner.rs	1186	// Step 5: Another mouse move to keep hover state active	COMMENT
LOW⚡	crates/zed/src/visual_test_runner.rs	1194	// Step 6: Final draw	COMMENT
LOW	crates/language_models/src/provider/bedrock.rs	477	// Step 1: Check if settings specify an auth method (enterprise control)	COMMENT
LOW	crates/language_models/src/provider/bedrock.rs	507	// Step 2: No settings auth method - try to load static credentials	COMMENT
LOW	crates/workspace/src/workspace.rs	16670	// Step 1: Add a tab to the center pane then open a flexible panel in the left	COMMENT
LOW	crates/workspace/src/workspace.rs	16695	// Step 2: Split the center pane left/right. The flexible panel is treated as one	COMMENT
LOW	crates/workspace/src/workspace.rs	16718	// Step 3: Split the active center pane vertically (top/bottom). Vertical splits do	COMMENT
LOW	crates/workspace/src/workspace.rs	16740	// Step 4: Open a fixed-width panel in the right dock. The right dock's default	COMMENT
LOW	crates/workspace/src/workspace.rs	16766	// Step 5: Toggle the right dock's panel to flexible. Now both docks use	COMMENT
LOW	crates/collab/tests/integration/channel_buffer_tests.rs	738	// Step 1: Client A makes an initial edit that syncs to B.	COMMENT
LOW⚡	crates/collab/tests/integration/channel_buffer_tests.rs	754	// Step 2: Disconnect client A. Do NOT advance past RECONNECT_TIMEOUT	COMMENT
LOW⚡	crates/collab/tests/integration/channel_buffer_tests.rs	760	// Step 3: While disconnected, client A makes an offline edit ("b").	COMMENT
LOW	crates/collab/tests/integration/channel_buffer_tests.rs	777	// Step 4: Reconnect and make a racing edit in parallel.	COMMENT
LOW	crates/collab/tests/integration/channel_buffer_tests.rs	814	// Step 7: Read final buffer text from both clients.	COMMENT
LOW	crates/collab/tests/integration/channel_buffer_tests.rs	844	// Step 8: Verify the invariant directly — every operation known to	COMMENT
LOW	crates/collab/src/services/user_service.rs	27	// NOTE: This method is only tangentially related to users, but we're putting it on the `UserService` to avoid	COMMENT
LOW	crates/outline/src/outline.rs	1129	// Step 1: tree-sitter outlines by default	COMMENT
LOW	crates/outline/src/outline.rs	1140	// Step 2: Switch to LSP document symbols	COMMENT
LOW	crates/outline/src/outline.rs	1175	// Step 3: Switch back to tree-sitter	COMMENT
LOW	crates/gpui/src/window.rs	4430	/// NOTE: This method uses the location of the caller to generate an ID for this state.	COMMENT
LOW	crates/outline_panel/src/outline_panel.rs	11783	// Step 1: tree-sitter outlines by default	COMMENT
LOW	crates/outline_panel/src/outline_panel.rs	11803	// Step 2: Switch to LSP document symbols	COMMENT
LOW	crates/outline_panel/src/outline_panel.rs	11897	// Step 3: Switch back to tree-sitter	COMMENT
LOW⚡	crates/editor/src/document_symbols.rs	793	// Step 1: With tree-sitter (default), breadcrumbs use tree-sitter outline	COMMENT
LOW⚡	crates/editor/src/document_symbols.rs	802	// Step 2: Switch to LSP	COMMENT
LOW	crates/editor/src/document_symbols.rs	817	// Step 3: Switch back to tree-sitter, the symbols should refresh	COMMENT
LOW	crates/editor/src/inlays/inlay_hints.rs	5356	// Step 1: Make an edit → triggers BufferEdited with 700ms debounce.	COMMENT
LOW	crates/editor/src/inlays/inlay_hints.rs	5368	// Step 2: Scroll down to reveal a new chunk, then trigger NewLinesShown.	COMMENT
LOW	crates/editor/src/inlays/inlay_hints.rs	5382	// Step 3: Advance clock past scroll debounce (50ms) but NOT past edit	COMMENT
LOW	crates/editor/src/inlays/inlay_hints.rs	5402	// Step 4: Advance clock past the edit debounce (700ms). The edit task	COMMENT
LOW	crates/editor/src/inlays/inlay_hints.rs	5416	// Step 5: Trigger NewLinesShown to give the system a chance to re-fetch	COMMENT
LOW	docs/src/languages/python.md	24	### Step 1: Install Python	COMMENT
LOW	docs/src/languages/python.md	45	### Step 2: Verify Python Installation	COMMENT
LOW	docs/src/languages/python.md	59	### Step 1: Launch Zed with a Python Project	COMMENT
LOW	docs/src/languages/python.md	70	### Step 2: Use the Integrated Terminal (Optional)	COMMENT

Verbosity Indicators48 hits · 80 pts

Severity	File	Line	Snippet	Context
LOW	crates/sidebar/src/sidebar_tests.rs	12513	// Step 1: Create a linked worktree for the main project.	COMMENT
LOW	crates/sidebar/src/sidebar_tests.rs	12553	// Step 2: Open the linked worktree as its own workspace.	COMMENT
LOW	crates/sidebar/src/sidebar_tests.rs	12564	// Step 3: Add an unrelated project.	COMMENT
LOW	crates/sidebar/src/sidebar_tests.rs	15767	// Step 1: activate the linked-worktree workspace. The MultiWorkspace	COMMENT
LOW	crates/sidebar/src/sidebar_tests.rs	15783	// Step 2: switch to the workspace for group B. Group A's last-active	COMMENT
LOW	crates/sidebar/src/sidebar_tests.rs	15796	// Step 3: simulate cmd-click on group A's header. The project group key	COMMENT
LOW	crates/agent_ui/src/agent_panel.rs	14220	// Step 1: Open thread A and send a message.	COMMENT
LOW	crates/agent_ui/src/agent_panel.rs	14240	// Step 2: Open thread B → A goes to retained_threads.	COMMENT
LOW	crates/agent_ui/src/agent_panel.rs	14265	// Step 3: Set a thread_error on retained A's active thread view.	COMMENT
LOW	crates/agent_ui/src/agent_panel.rs	14298	// Step 4: Emit AgentServersUpdated → retained A's	COMMENT
LOW	crates/agent_ui/src/agent_panel.rs	14318	// Step 5: Immediately open thread X via open_thread, BEFORE	COMMENT
LOW	crates/agent_ui/src/agent_panel.rs	14342	// Step 6: Force the retained ConversationView A to be dropped	COMMENT
LOW	crates/agent_ui/src/thread_metadata_store.rs	3966	// Step 2: add cloud	COMMENT
LOW	crates/agent_ui/src/thread_metadata_store.rs	3982	// Step 3: remove zed	COMMENT
LOW⚡	crates/zed/src/visual_test_runner.rs	1162	// Step 1: Initial draw to register mouse listeners	COMMENT
LOW⚡	crates/zed/src/visual_test_runner.rs	1168	// Step 2: Simulate mouse move into gutter area	COMMENT
LOW⚡	crates/zed/src/visual_test_runner.rs	1176	// Step 3: Advance clock past 200ms debounce	COMMENT
LOW⚡	crates/zed/src/visual_test_runner.rs	1180	// Step 4: Draw again to pick up the indicator state change	COMMENT
LOW⚡	crates/zed/src/visual_test_runner.rs	1186	// Step 5: Another mouse move to keep hover state active	COMMENT
LOW⚡	crates/zed/src/visual_test_runner.rs	1194	// Step 6: Final draw	COMMENT
LOW	crates/language_models/src/provider/bedrock.rs	477	// Step 1: Check if settings specify an auth method (enterprise control)	COMMENT
LOW	crates/language_models/src/provider/bedrock.rs	507	// Step 2: No settings auth method - try to load static credentials	COMMENT
LOW	…es/debugger_ui/src/session/running/stack_frame_list.rs	527	// we need to check if either the path is absolute as Posix or Windows.	COMMENT
LOW	crates/workspace/src/workspace.rs	16670	// Step 1: Add a tab to the center pane then open a flexible panel in the left	COMMENT
LOW	crates/workspace/src/workspace.rs	16695	// Step 2: Split the center pane left/right. The flexible panel is treated as one	COMMENT
LOW	crates/workspace/src/workspace.rs	16718	// Step 3: Split the active center pane vertically (top/bottom). Vertical splits do	COMMENT
LOW	crates/workspace/src/workspace.rs	16740	// Step 4: Open a fixed-width panel in the right dock. The right dock's default	COMMENT
LOW	crates/workspace/src/workspace.rs	16766	// Step 5: Toggle the right dock's panel to flexible. Now both docks use	COMMENT
LOW	crates/collab/tests/integration/channel_buffer_tests.rs	738	// Step 1: Client A makes an initial edit that syncs to B.	COMMENT
LOW⚡	crates/collab/tests/integration/channel_buffer_tests.rs	754	// Step 2: Disconnect client A. Do NOT advance past RECONNECT_TIMEOUT	COMMENT
LOW⚡	crates/collab/tests/integration/channel_buffer_tests.rs	760	// Step 3: While disconnected, client A makes an offline edit ("b").	COMMENT
LOW	crates/collab/tests/integration/channel_buffer_tests.rs	777	// Step 4: Reconnect and make a racing edit in parallel.	COMMENT
LOW	crates/collab/tests/integration/channel_buffer_tests.rs	814	// Step 7: Read final buffer text from both clients.	COMMENT
LOW	crates/collab/tests/integration/channel_buffer_tests.rs	844	// Step 8: Verify the invariant directly — every operation known to	COMMENT
LOW	crates/outline/src/outline.rs	1129	// Step 1: tree-sitter outlines by default	COMMENT
LOW	crates/outline/src/outline.rs	1140	// Step 2: Switch to LSP document symbols	COMMENT
LOW	crates/outline/src/outline.rs	1175	// Step 3: Switch back to tree-sitter	COMMENT
LOW	crates/outline_panel/src/outline_panel.rs	11783	// Step 1: tree-sitter outlines by default	COMMENT
LOW	crates/outline_panel/src/outline_panel.rs	11803	// Step 2: Switch to LSP document symbols	COMMENT
LOW	crates/outline_panel/src/outline_panel.rs	11897	// Step 3: Switch back to tree-sitter	COMMENT
LOW⚡	crates/editor/src/document_symbols.rs	793	// Step 1: With tree-sitter (default), breadcrumbs use tree-sitter outline	COMMENT
LOW⚡	crates/editor/src/document_symbols.rs	802	// Step 2: Switch to LSP	COMMENT
LOW	crates/editor/src/document_symbols.rs	817	// Step 3: Switch back to tree-sitter, the symbols should refresh	COMMENT
LOW	crates/editor/src/inlays/inlay_hints.rs	5356	// Step 1: Make an edit → triggers BufferEdited with 700ms debounce.	COMMENT
LOW	crates/editor/src/inlays/inlay_hints.rs	5368	// Step 2: Scroll down to reveal a new chunk, then trigger NewLinesShown.	COMMENT
LOW	crates/editor/src/inlays/inlay_hints.rs	5382	// Step 3: Advance clock past scroll debounce (50ms) but NOT past edit	COMMENT
LOW	crates/editor/src/inlays/inlay_hints.rs	5402	// Step 4: Advance clock past the edit debounce (700ms). The edit task	COMMENT
LOW	crates/editor/src/inlays/inlay_hints.rs	5416	// Step 5: Trigger NewLinesShown to give the system a chance to re-fetch	COMMENT

Synthetic Comment Markers11 hits · 78 pts

Severity	File	Line	Snippet	Context
HIGH	crates/edit_prediction_cli/src/prompts/teacher_jumps.md	25	- Auto-generated code can be modified: Hunks marked with `// User accepted prediction:` contain code from a previous pre	CODE
HIGH	crates/edit_prediction_cli/src/prompts/teacher.md	24	- Auto-generated code can be modified: Hunks marked with `// User accepted prediction:` contain code from a previous pre	CODE
HIGH	crates/gpui_macros/tests/derive_inspector_reflection.rs	1	//! This code was generated using Zed Agent with Claude Opus 4.	COMMENT
HIGH	crates/gpui_macros/src/derive_inspector_reflection.rs	2	//! that have the shape `fn method(self) -> Self`. This code was generated using Zed Agent with Claude Opus 4.	COMMENT
HIGH	crates/sandbox/src/sandbox.rs	1337	/// The path exactly as requested, carried so the caller can persist and	COMMENT
HIGH	crates/sandbox/src/sandbox.rs	1390	/// The path exactly as requested, for persisting alongside the canonical	COMMENT
HIGH	crates/sandbox/src/util/host_filesystem_location.rs	24	/// A grant carries two paths: the raw path exactly as requested (untrusted,	COMMENT
HIGH	crates/sandbox/src/util/host_filesystem_location.rs	60	/// The path exactly as requested. Display/provenance only — never consulted	COMMENT
HIGH	crates/sandbox/src/util/host_filesystem_location.rs	71	/// The path exactly as requested (untrusted provenance; may be relative).	COMMENT
HIGH	crates/gpui/src/platform/popup.rs	108	/// off-screen. If no flags are set, the popup is placed exactly as requested and may be	COMMENT
HIGH	crates/editor/src/editor.rs	476	/// scroll margin as requested by user settings.	COMMENT

Fake / Example Data53 hits · 61 pts

Severity	File	Line	Snippet	Context
LOW	crates/action_log/src/action_log.rs	1667	"file1": "Lorem ipsum dolor"	CODE
LOW	crates/action_log/src/action_log.rs	1698	old_text: "Lorem ipsum dolor".into(),	CODE
LOW	crates/action_log/src/action_log.rs	1714	"Lorem ipsum dolor"	CODE
LOW	crates/action_log/src/action_log.rs	1770	"file1": "Lorem ipsum dolor"	CODE
LOW	crates/action_log/src/action_log.rs	1801	old_text: "Lorem ipsum dolor".into(),	CODE
LOW	crates/action_log/src/action_log.rs	1823	old_text: "Lorem ipsum dolor".into(),	CODE
LOW	crates/action_log/src/action_log.rs	1839	"Lorem ipsum dolor"	CODE
LOW	crates/vim/test_data/test_selection_goal.json	1	{"Put":{"state":";;ˇ;\nLorem Ipsum"}}	CODE
LOW	crates/vim/test_data/test_selection_goal.json	8	{"Get":{"state":";;;;ˇ\nLorem Ipsum","mode":"Insert"}}	CODE
LOW	crates/vim/test_data/test_temporary_mode.json	6	{"Get":{"state":"lorem ipsumˇ","mode":"Insert"}}	CODE
LOW	crates/vim/src/test.rs	1072	Lorem Ipsum"})	CODE
LOW	crates/vim/src/test.rs	1078	Lorem Ipsum"});	CODE
LOW	crates/vim/src/normal.rs	2525	cx.shared_state().await.assert_eq(indoc! {"lorem ipsumˇ"});	CODE
LOW	crates/agent_ui/src/completion_provider.rs	2941	assert_eq!(SlashCommandCompletion::try_parse("Lorem Ipsum", 0), None);	CODE
LOW	crates/agent_ui/src/completion_provider.rs	3039	MentionCompletion::try_parse("Lorem Ipsum", 0, &supported_modes),	CODE
LOW	crates/agent_ui/src/conversation_view.rs	15824	.expect("placeholder")	CODE
LOW⚡	crates/agent_ui/src/buffer_codegen.rs	2524	assert_chunks("Lorem ipsum dolor", "Lorem ipsum dolor").await;	CODE
LOW⚡	crates/agent_ui/src/buffer_codegen.rs	2525	assert_chunks("```\nLorem ipsum dolor", "Lorem ipsum dolor").await;	CODE
LOW⚡	crates/agent_ui/src/buffer_codegen.rs	2526	assert_chunks("```\nLorem ipsum dolor\n```", "Lorem ipsum dolor").await;	CODE
LOW⚡	crates/agent_ui/src/buffer_codegen.rs	2528	"```html\n```js\nLorem ipsum dolor\n```\n```",	CODE
LOW⚡	crates/agent_ui/src/buffer_codegen.rs	2529	"```js\nLorem ipsum dolor\n```",	CODE
LOW⚡	crates/agent_ui/src/buffer_codegen.rs	2532	assert_chunks("``\nLorem ipsum dolor\n```", "``\nLorem ipsum dolor\n```").await;	CODE
LOW⚡	crates/agent_ui/src/buffer_codegen.rs	2533	assert_chunks("Lorem<\|CURSOR\|> ipsum", "Lorem ipsum").await;	CODE
LOW⚡	crates/agent_ui/src/buffer_codegen.rs	2534	assert_chunks("Lorem ipsum", "Lorem ipsum").await;	CODE
LOW⚡	crates/agent_ui/src/buffer_codegen.rs	2535	assert_chunks("```\n<\|CURSOR\|>Lorem ipsum\n```", "Lorem ipsum").await;	CODE
LOW	crates/agent_ui/src/conversation_view/elicitation.rs	739	validate_string_value("Email".into(), &schema, "user@example.com")	CODE
LOW	crates/zed/src/visual_test_runner.rs	1495	.args(["config", "user.email", "test@test.com"])	CODE
LOW	crates/agent_servers/src/e2e_tests.rs	119	std::fs::write(&foo_path, "Lorem ipsum dolor").expect("failed to write file");	CODE
LOW	crates/tabular_data_preview/src/parser.rs	721	"John Doe","A person with ""special"" characters"	CODE
LOW	crates/tabular_data_preview/src/parser.rs	870	1,"John Doe","A person with ""quotes"" and, commas",active	CODE
LOW	crates/tabular_data_preview/src/parser.rs	904	// "John Doe": 58..68 (includes quotes)	COMMENT
LOW	crates/tabular_data_preview/src/parser.rs	905	assert_eq!(first_row[1].0.as_ref(), "John Doe");	CODE
LOW	…rediction_context/src/edit_prediction_context_tests.rs	1042	street: "123 Main St".to_string(),	CODE
LOW	crates/markdown/src/markdown.rs	7704	let sentence = "Lorem ipsum dolor sit amet, consectetur adipiscing elit, \	CODE
LOW	crates/markdown/src/markdown.rs	7704	let sentence = "Lorem ipsum dolor sit amet, consectetur adipiscing elit, \	CODE
LOW⚡	crates/workspace/src/theme_preview.rs	381	.child(Label::new("Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incidi	CODE
LOW⚡	crates/workspace/src/theme_preview.rs	381	.child(Label::new("Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incidi	CODE
LOW⚡	crates/workspace/src/theme_preview.rs	389	.child(Label::new("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incidi	CODE
LOW⚡	crates/workspace/src/theme_preview.rs	389	.child(Label::new("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incidi	CODE
LOW⚡	crates/workspace/src/theme_preview.rs	391	.child(Label::new("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incidi	CODE
LOW⚡	crates/workspace/src/theme_preview.rs	391	.child(Label::new("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incidi	CODE
LOW	…gent/src/tools/edit_session/streaming_fuzzy_matcher.rs	647	" dolor sit amet\n",	CODE
LOW	…gent/src/tools/edit_session/streaming_fuzzy_matcher.rs	661	" dolor sit amet»\n",	CODE
LOW	…gent/src/tools/edit_session/streaming_fuzzy_matcher.rs	664	"ipsum\ndolor sit amet",	CODE
LOW	crates/edit_prediction/src/edit_prediction_tests.rs	3153	let buffer = cx.new(\|cx\| Buffer::local("Lorem ipsum dolor", cx));	CODE
LOW	crates/edit_prediction/src/prediction.rs	184	let buffer = cx.new(\|cx\| Buffer::local("Lorem ipsum dolor", cx));	CODE
LOW	crates/ui_input/src/input_field.rs	250	cx.new(\|cx\| InputField::new(window, cx, "placeholder").label("Small Label"));	CODE
LOW	crates/ui_input/src/input_field.rs	253	InputField::new(window, cx, "placeholder")	CODE
LOW	crates/gpui/src/window/a11y/debug.rs	252	aria.insert("placeholder".into(), json!(v));	CODE
LOW	crates/git_ui/src/git_panel.rs	10174	author_name: "John Doe".into(),	CODE
LOW	crates/git_ui/src/git_panel.rs	10192	author_name: "John Doe".into(),	CODE
LOW	crates/git/src/repository.rs	6013	author_name: SharedString::new_static("John Doe"),	CODE
LOW	crates/git_hosting_providers/src/providers/github.rs	623	let url = build_cdn_avatar_url("user@example.com").unwrap();	CODE

AI Slop Vocabulary21 hits · 58 pts

Severity	File	Line	Snippet	Context
MEDIUM	crates/sidebar/src/sidebar_tests.rs	7132	// more robust than tracking specific thread_ids because draft	COMMENT
MEDIUM	crates/zeta_prompt/src/zeta_prompt.rs	21	/// Larger values may result in more robust generation, but	COMMENT
MEDIUM	crates/dap_adapters/src/go.rs	573	// delve doesn't do anything with the envFile setting, so we intercept it	COMMENT
MEDIUM	crates/markdown/src/mermaid.rs	678	// (e.g. on zoom) is seamless rather than flashing.	COMMENT
LOW	crates/json_schema_store/src/schemas/tsconfig.json	682	"description": "Modern browsers support all ES6 features, so `ES6` is a good choice.\nYou might choose to	CODE
LOW	crates/json_schema_store/src/schemas/tsconfig.json	709	"markdownDescription": "Modern browsers support all ES6 features, so `ES6` is a good choice.\nYou might ch	CODE
LOW	crates/json_schema_store/src/schemas/tsconfig.json	710	"x-intellij-html-description": "<p>Modern browsers support all ES6 features, so <code>ES6</code> is a good	CODE
MEDIUM	crates/search/src/project_search.rs	3861	// for normal search match and active one, which can make this test less robust.	COMMENT
MEDIUM	crates/terminal_view/src/terminal_element.rs	745	/// pattern fidelity for seamless cell coverage.	COMMENT
MEDIUM	crates/theme/src/theme.rs	302	/// Note: This is a tentative solution and may be replaced with a more robust color system.	COMMENT
MEDIUM	crates/sandbox/src/wsl_sandbox_test_helper.rs	142	// robust: it doesn't depend on how drvfs `/mnt/<drive>` submounts behave	COMMENT
MEDIUM	crates/gpui_shared_string/gpui_shared_string.rs	12	/// tasks. Essentially an abstraction over an `Arc<str>` and `&'static str`,	COMMENT
MEDIUM	crates/gpui/examples/testing.rs	499	/// is robust to different execution orderings.	COMMENT
MEDIUM	crates/eval_cli/zed_eval/launch.py	24	# Local scratch dir used only for dry-run/plan previews of harness commands.	COMMENT
MEDIUM	crates/eval_cli/zed_eval/benchmarks.py	21	# How a benchmark's dataset is made available to the harness.	COMMENT
MEDIUM	crates/eval_cli/zed_eval/benchmarks.py	22	# registry -> `-d <name>` pulled from the harness hub	COMMENT
MEDIUM⚡	crates/eval_cli/zed_eval/tests/test_report.py	105	# A genuine harness/infra exception is never a scored failure.	COMMENT
MEDIUM	crates/gpui_ios/src/ios/text_input.rs	897	#[allow(deprecated)] // The standalone protocol harness has no UIApplication scene.	COMMENT
MEDIUM	crates/editor/src/element.rs	10505	// For the minimap's thumb layout, we leverage this by setting the	COMMENT
MEDIUM	crates/editor/src/display_map.rs	2747	/// seek), which keeps the converter robust to overlapping inputs such as the	COMMENT
MEDIUM	docs/theme/c15t@2.0.0-rc.3.js	1	(()=>{var ni=Object.defineProperty;var P=(n,e)=>()=>(n&&(e=n(n=0)),e);var Nt=(n,e)=>{for(var t in e)ni(n,t,{get:e[t],enu	CODE

Cross-Language Confusion8 hits · 42 pts

Severity	File	Line	Snippet	Context
HIGH	crates/eval_cli/zed_eval/modal_app.py	70	f"mkdir -p /opt/zig && curl -fsSL {ZIG_URL}"	CODE
HIGH	crates/eval_cli/zed_eval/agent.py	111	command="chmod +x /usr/local/bin/eval-cli && eval-cli --help",	CODE
HIGH⚡	crates/eval_cli/zed_eval/agent.py	232	'cd "$ESLINT_DIR/vscode-eslint" && npm install && npm run compile'	CODE
HIGH⚡	crates/eval_cli/zed_eval/agent.py	242	"if go install golang.org/x/tools/gopls@latest 2>/dev/null; then "	CODE
HIGH	crates/eval_cli/zed_eval/agent.py	520	' cp "/logs/agent/$f" /logs/artifacts/ 2>/dev/null \|\| true; '	CODE
HIGH	crates/eval_cli/zed_eval/pier_agent.py	170	"/usr/local/bin/eval-cli && eval-cli --help >/dev/null"	CODE
HIGH	crates/eval_cli/zed_eval/judge_proxy.py	99	if ! (exec 3<>/dev/tcp/127.0.0.1/${ZED_JUDGE_PROXY_PORT:-8089}) 2>/dev/null; then	CODE
HIGH	crates/eval_cli/zed_eval/report.py	219	it's the plain rate (SEM undefined)."""	STRING

Modern AI Meta-Vocabulary13 hits · 36 pts

Severity	File	Line	Snippet	Context
MEDIUM	GEMINI.md	172	## After any agentic session	COMMENT
MEDIUM	AGENTS.md	172	## After any agentic session	COMMENT
MEDIUM	CLAUDE.md	172	## After any agentic session	COMMENT
MEDIUM	crates/settings_ui/src/pages/external_agents_page.rs	879	/// scaffold `agent_servers` entry, and selects its name so the user can fill in	COMMENT
MEDIUM	crates/agent/src/thread.rs	3659	/// Returns an optional tool result task, which the main agentic loop will	COMMENT
MEDIUM	crates/title_bar/src/title_bar.rs	87	/// Switches to the agentic panel layout.	COMMENT
MEDIUM	crates/language_model_core/src/language_model_core.rs	913	r#"{"error":{"type":"invalid_request_error","code":"context_length_exceeded","message":"Your input exceeds t	CODE
MEDIUM	crates/eval_cli/zed_eval/pier_agent.py	46	# dependency on the orchestration package when loaded inside a sandbox.	COMMENT
MEDIUM	crates/eval_cli/src/main.rs	133	/// Number of agent (assistant) turns, i.e. model round-trips in the agentic	COMMENT
MEDIUM	docs/src/ai/use-api-access.md	423	You can add a custom Anthropic-compatible provider from Agent Settings with {#action agent::OpenSettings}. Look for `Add	CODE
MEDIUM	docs/src/ai/use-api-access.md	473	You can add a custom OpenAI-compatible provider from Agent Settings with {#action agent::OpenSettings}. Look for `Add Pr	CODE
MEDIUM	docs/src/ai/use-a-gateway.md	201	### Bedrock Guardrails {#bedrock-guardrails}	COMMENT
MEDIUM	.github/workflows/community_pr_board_refresh.yml	4	# fields. Backstop for changes that don't reach the event-driven workflow,	COMMENT

Unused Imports29 hits · 29 pts

Severity	File	Line	Context
LOW	crates/eval_cli/zed_eval/config.py	1	CODE
LOW	crates/eval_cli/zed_eval/baseline.py	17	CODE
LOW	crates/eval_cli/zed_eval/rejudge.py	22	CODE
LOW	crates/eval_cli/zed_eval/harness_command.py	8	CODE
LOW	crates/eval_cli/zed_eval/builds.py	1	CODE
LOW	crates/eval_cli/zed_eval/modal_app.py	1	CODE
LOW	crates/eval_cli/zed_eval/cleanup.py	12	CODE
LOW	crates/eval_cli/zed_eval/volume.py	1	CODE
LOW	crates/eval_cli/zed_eval/launch.py	1	CODE
LOW	crates/eval_cli/zed_eval/cli.py	1	CODE
LOW	crates/eval_cli/zed_eval/common.py	1	CODE
LOW	crates/eval_cli/zed_eval/interactive.py	1	CODE
LOW	crates/eval_cli/zed_eval/pier_agent.py	20	CODE
LOW	crates/eval_cli/zed_eval/judge_proxy.py	13	CODE
LOW	crates/eval_cli/zed_eval/run_index.py	14	CODE
LOW	crates/eval_cli/zed_eval/agent_common.py	1	CODE
LOW	crates/eval_cli/zed_eval/source.py	1	CODE
LOW	crates/eval_cli/zed_eval/benchmarks.py	17	CODE
LOW	crates/eval_cli/zed_eval/report.py	21	CODE
LOW	crates/eval_cli/zed_eval/verifier.py	1	CODE
LOW	crates/eval_cli/zed_eval/tests/test_agent_common.py	1	CODE
LOW	crates/eval_cli/zed_eval/tests/test_launch.py	1	CODE
LOW	crates/eval_cli/zed_eval/tests/test_benchmarks.py	1	CODE
LOW	crates/eval_cli/zed_eval/tests/test_cleanup.py	1	CODE
LOW	crates/eval_cli/zed_eval/tests/test_run_index.py	1	CODE
LOW	crates/eval_cli/zed_eval/tests/test_rejudge.py	1	CODE
LOW	crates/eval_cli/zed_eval/tests/test_source.py	1	CODE
LOW	crates/eval_cli/zed_eval/tests/test_report.py	1	CODE
LOW	crates/eval_cli/zed_eval/tests/test_baseline.py	1	CODE

Excessive Try-Catch Wrapping22 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW	crates/eval_cli/zed_eval/baseline.py	104	except Exception as error: # noqa: BLE001 - surface any verification failure	CODE
LOW	crates/eval_cli/zed_eval/modal_app.py	57	except Exception:	CODE
LOW	crates/eval_cli/zed_eval/modal_app.py	825	except Exception as error:	CODE
LOW	crates/eval_cli/zed_eval/modal_app.py	1002	except Exception as error:	CODE
MEDIUM	crates/eval_cli/zed_eval/modal_app.py	54	def reload_volume() -> None:	CODE
LOW	crates/eval_cli/zed_eval/interactive.py	104	except Exception as error:	CODE
LOW	crates/eval_cli/zed_eval/agent.py	165	except Exception as exc:	CODE
LOW	crates/eval_cli/zed_eval/agent.py	179	except Exception:	CODE
LOW	crates/eval_cli/zed_eval/agent.py	215	except Exception as exc:	CODE
LOW⚡	crates/eval_cli/zed_eval/agent.py	235	except Exception as exc:	CODE
LOW	crates/eval_cli/zed_eval/agent.py	271	except Exception as exc:	CODE
LOW	crates/eval_cli/zed_eval/agent.py	308	except Exception as exc:	CODE
LOW	crates/eval_cli/zed_eval/judge_proxy.py	50	except Exception as error:	CODE
LOW	crates/eval_cli/zed_eval/judge_proxy.py	76	except Exception as error:	CODE
LOW	nix/tests/a11y_atspi_test.py	203	except Exception as e:	CODE
LOW	script/github-track-duplicate-bot-effectiveness.py	483	except Exception as error: # broad catch: one issue failing shouldn't stop the sweep	CODE
MEDIUM	script/github-track-duplicate-bot-effectiveness.py	518	print(f"Error: PROJECT_NUMBER must be an integer, got '{raw_project_number}'")	CODE
LOW	script/github-track-duplicate-bot-effectiveness.py	528	except Exception:	CODE
LOW	script/github-assign-contributor-issue.py	334	except Exception as exc:	CODE
LOW	script/github-assign-contributor-issue.py	415	except Exception as exc:	CODE
LOW	script/github-community-pr-board.py	240	except Exception as exc:	CODE
MEDIUM	script/github-find-top-duplicated-bugs.py	210	print("Error: --github-token is required (or set GITHUB_TOKEN env var)")	CODE

Empty Error Handlers5 hits · 25 pts

Severity	File	Line	Snippet	Context
HIGH	crates/eval_cli/zed_eval/modal_app.py	57	except Exception:	CODE
HIGH	crates/eval_cli/zed_eval/modal_app.py	296	except OSError:	CODE
HIGH	crates/eval_cli/zed_eval/run_index.py	145	except OSError:	CODE
HIGH	crates/eval_cli/zed_eval/source.py	327	except (OSError, subprocess.CalledProcessError):	CODE
HIGH	script/github_helpers.py	31	except ValueError:	CODE

Slop Phrases9 hits · 20 pts

Severity	File	Line	Snippet	Context
MEDIUM	crates/json_schema_store/src/schemas/tsconfig.json	103	"description": "Path to base configuration file to inherit from. Requires TypeScript version 2.1 or later.\n\n	CODE
MEDIUM	crates/json_schema_store/src/schemas/tsconfig.json	117	"markdownDescription": "Path to base configuration file to inherit from. Requires TypeScript version 2.1 or la	CODE
MEDIUM	crates/json_schema_store/src/schemas/tsconfig.json	292	"x-intellij-html-description": "<p>In multi-project TypeScript programs, TypeScript will load all of the a	CODE
MEDIUM⚡	crates/json_schema_store/src/schemas/tsconfig.json	385	"description": "Declares the module specifier to be used for importing the `jsx` and `jsxs` factory functi	CODE
MEDIUM⚡	crates/json_schema_store/src/schemas/tsconfig.json	388	"markdownDescription": "Declares the module specifier to be used for importing the `jsx` and `jsxs` factor	CODE
MEDIUM⚡	crates/json_schema_store/src/schemas/tsconfig.json	389	"x-intellij-html-description": "<p>Declares the module specifier to be used for importing the <code>jsx</c	CODE
MEDIUM	crates/json_schema_store/src/schemas/tsconfig.json	573	"x-intellij-html-description": "<p>Skip type checking of declaration files.</p>\n<p>This can save time dur	CODE
MEDIUM	crates/json_schema_store/src/schemas/tsconfig.json	1135	"description": "Deprecated in favor of [`verbatimModuleSyntax`](https://typescriptlang.org/tsconfig/#verba	CODE
LOW	crates/json_schema_store/src/schemas/tsconfig.json	1274	"x-intellij-html-description": "<p>By default, TypeScript does something called <em>import elision</em>.\n	CODE

Cross-File Repetition3 hits · 15 pts

Severity	File	Snippet	Context
HIGH	script/github-assign-contributor-issue.py	mutation($projectid: id!, $itemid: id!, $fieldid: id!, $optionid: string!) { updateprojectv2itemfieldvalue(input: { proj	STRING
HIGH	script/github-community-pr-board.py	mutation($projectid: id!, $itemid: id!, $fieldid: id!, $optionid: string!) { updateprojectv2itemfieldvalue(input: { proj	STRING
HIGH	script/github_helpers.py	mutation($projectid: id!, $itemid: id!, $fieldid: id!, $optionid: string!) { updateprojectv2itemfieldvalue(input: { proj	STRING

Deep Nesting12 hits · 12 pts

Severity	File	Line	Context
LOW	crates/eval_cli/zed_eval/modal_app.py	365	CODE
LOW	crates/eval_cli/zed_eval/modal_app.py	571	CODE
LOW	crates/eval_cli/zed_eval/modal_app.py	670	CODE
LOW	crates/eval_cli/zed_eval/cleanup.py	36	CODE
LOW	crates/eval_cli/zed_eval/benchmarks.py	206	CODE
LOW	script/github-guild-board.py	487	CODE
LOW	script/github-track-duplicate-bot-effectiveness.py	438	CODE
LOW	script/github-assign-contributor-issue.py	102	CODE
LOW	script/github-assign-contributor-issue.py	256	CODE
LOW	script/github-check-new-issue-for-duplicates.py	609	CODE
LOW	script/github-check-new-issue-for-duplicates.py	713	CODE
LOW	script/github-community-pr-board.py	363	CODE

Self-Referential Comments3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	crates/repl/src/outputs/table.rs	47	//! # Create a DataFrame	COMMENT
MEDIUM	.cargo/collab-config.toml	1	# This file is used to build collab in a Docker image.	COMMENT
MEDIUM	.cargo/ci-config.toml	2	# This file is placed in ./../.cargo/config.toml on CI runs. Cargo then merges Zeds .cargo/config.toml with ./../.cargo/	COMMENT

Redundant / Tautological Comments3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	crates/dev_container/src/devcontainer_manifest.rs	8225	# Check if distro is supported	COMMENT
LOW	crates/dev_container/src/devcontainer_manifest.rs	8303	# Check if moby packages are available in default repos	COMMENT
LOW	script/digital-ocean-db.sh	4	# Check if database name is provided	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	crates/editor/src/git/blame.rs	1453	// Usage example	COMMENT

zed-industries/zed

Open-Source Code Quality, Security and Technical Debt Review