3.1

Adjusted Signal

3.1

Raw Pattern Score

100%

Time Factor

2026-09-29

Last Push

27.6K

Stars

Rust

Language

2.1M

Lines of Code

4.3K

Files

3.4K

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 5.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2051 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 122 finding(s).

Agent Over-Engineering Ratio 8.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1278 finding(s).

PR Review Velocity Impact 14.0/100 · LOW

Which changes need focused human review? 3420 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 17HIGH 5MEDIUM 1307LOW 2091

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 3420 distinct pattern matches across 19 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.

Decorative Section Separators1232 hits · 3792 pts

Severity	File	Line	Snippet	Context
MEDIUM	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1716	// ── Context fields ──────────────────────────────────────────────────	COMMENT
MEDIUM	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1724	// ── Delta counters ──────────────────────────────────────────────────	COMMENT
MEDIUM	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1763	// ── Turn-level snapshot values ──────────────────────────────────────	COMMENT
MEDIUM	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1768	// ── Turn-level latency ──────────────────────────────────────────────	COMMENT
MEDIUM	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1796	// ── Accumulated / snapshot session-level values ─────────────────────	COMMENT
MEDIUM	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1806	// ── Turn-level outcome / served checkpoint ──────────────────────────	COMMENT
MEDIUM	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1820	// ── Turn-level tool / error detail ──────────────────────────────────	COMMENT
MEDIUM	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1834	// ── Accumulated totals ──────────────────────────────────────────────	COMMENT
MEDIUM	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1865	// ── Feedback state ──────────────────────────────────────────────────	COMMENT
MEDIUM	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1876	// ── Turn-level token counts ─────────────────────────────────────────	COMMENT
MEDIUM	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1885	// ── LOC Attribution Deltas ──────────────────────────────────────────	COMMENT
MEDIUM	…codegen/xai-fast-worktree/tests/overlay_integration.rs	33	// ── Test infrastructure ──────────────────────────────────────────────────	COMMENT
MEDIUM	…codegen/xai-fast-worktree/tests/overlay_integration.rs	235	// ── 1. Overlay = FUSE + btrfs subvolume ──────────────────────────────────	COMMENT
MEDIUM	…codegen/xai-fast-worktree/tests/overlay_integration.rs	425	// ── 2. Worktree = FUSE + snapshot ────────────────────────────────────────	COMMENT
MEDIUM	…codegen/xai-fast-worktree/tests/overlay_integration.rs	634	// ── 3. Manual cleanup ────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-fast-worktree/src/sync.rs	86	// ── Per-phase timing (milliseconds) ─────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-fast-worktree/src/mount_info.rs	215	// ── Internal helpers ─────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-fast-worktree/src/btrfs/detect.rs	510	// ─── Unit tests for resolve_via_subvol_mount ─────────────────────────	COMMENT
MEDIUM	…ates/codegen/xai-fast-worktree/src/overlay/snapshot.rs	475	// ── Internal helpers ─────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-grok-mcp/src/servers_tests.rs	5081	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/codegen/xai-grok-mcp/src/servers_tests.rs	5083	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/codegen/xai-fsnotify/src/watcher_tests.rs	213	// platform without process-global env races) ──────────────────────	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/benches/edit_highlight.rs	49	// ── Fixtures ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/benches/edit_highlight.rs	171	// ── Non-product prefix baseline ─────────────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/benches/edit_highlight.rs	234	// ── Bench groups ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/benches/edit_highlight.rs	288	// ── 500L + prefix (own heavy config) ────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/benches/edit_highlight.rs	309	// ── 10kL session (no prefix) ────────────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/benches/render.rs	75	// ─── Benchmarks ────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	crates/codegen/xai-grok-pager/benches/render.rs	263	// ─── Reveal (scrollback-search n/N navigation) ─────────────────────	COMMENT
MEDIUM	…en/xai-grok-pager/npm/grok/scripts/test-postinstall.js	169	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	…en/xai-grok-pager/npm/grok/scripts/test-postinstall.js	171	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	…en/xai-grok-pager/npm/grok/scripts/test-postinstall.js	369	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	…en/xai-grok-pager/npm/grok/scripts/test-postinstall.js	371	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	…en/xai-grok-pager/npm/grok/scripts/test-postinstall.js	530	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	…en/xai-grok-pager/npm/grok/scripts/test-postinstall.js	532	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	…en/xai-grok-pager/npm/grok/scripts/test-postinstall.js	625	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	…en/xai-grok-pager/npm/grok/scripts/test-postinstall.js	627	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	…en/xai-grok-pager/npm/grok/scripts/test-postinstall.js	712	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	…en/xai-grok-pager/npm/grok/scripts/test-postinstall.js	714	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	…en/xai-grok-pager/npm/grok/scripts/test-postinstall.js	907	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	…en/xai-grok-pager/npm/grok/scripts/test-postinstall.js	909	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	…en/xai-grok-pager/npm/grok/scripts/test-postinstall.js	1169	// ─── Summary ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/src/docs.rs	34	// ── Static doc tables ────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/src/docs.rs	204	// ── Public API ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/src/plugin_cmd.rs	21	// ── JSON output types ───────────────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/src/plugin_cmd.rs	75	// ── CLI arg definitions ─────────────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/src/plugin_cmd.rs	194	// ── Helpers ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/src/plugin_cmd.rs	236	// ── Top-level dispatch ──────────────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/src/plugin_cmd.rs	262	// ── Plugin subcommands ──────────────────────────────────────────────	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/src/plugin_cmd.rs	794	// ── Marketplace subcommands ─────────────────────────────────────────	COMMENT
MEDIUM	…codegen/xai-grok-pager/src/app/screen_mode_relaunch.rs	752	// ── effective_minimal_preference ─────────────────────────────────────	COMMENT
MEDIUM	…grok-pager/src/app/acp_handler/tests/session_events.rs	4	// ── apply_session_event ────────────────────────────────────────────	COMMENT
MEDIUM	…grok-pager/src/app/acp_handler/tests/session_events.rs	1036	// ── handle_child_session_notification ──────────────────────────────	COMMENT
MEDIUM	…grok-pager/src/app/acp_handler/tests/session_events.rs	1440	// ── apply_retry_state ─────────────────────────────────────────────	COMMENT
MEDIUM	…grok-pager/src/app/acp_handler/tests/session_events.rs	1680	// ── HooksChanged (x.ai/session/update push) ─────────────────────────	COMMENT
MEDIUM	…n/xai-grok-pager/src/app/acp_handler/tests/git_head.rs	4	// ── derive_child_cwd ─────────────────────────────────────────────	COMMENT
MEDIUM	…i-grok-pager/src/app/acp_handler/tests/interactions.rs	748	// ── Plan approval persistence tests ─────────────────────────	COMMENT
MEDIUM	…es/codegen/xai-grok-pager/src/app/agent_view/viewer.rs	28	// ── Line viewer methods ────────────────────────────────────────────	COMMENT
MEDIUM	…es/codegen/xai-grok-pager/src/app/agent_view/prompt.rs	110	// ── History panel intercept (modal) ─────────────────────────────	COMMENT
MEDIUM	…es/codegen/xai-grok-pager/src/app/agent_view/prompt.rs	130	// ── File search intercept ───────────────────────────────────────	COMMENT
1172 more matches not shown…

Over-Commented Block1834 hits · 1750 pts

Severity	File	Line	Snippet	Context
LOW	Cargo.toml	481	# 1. Main's CI to fail	COMMENT
LOW	clippy.toml	1	# Clippy config for crates/codegen/**.	COMMENT
LOW	clippy.toml	21	# started it, while an enrolled one dies with its scope. Allow with a reason	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/metadata_types.rs	1	//! Prompt metadata types shared between the CLI client and the cli-chat-proxy server.	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/metadata_types.rs	21	/// v1.13: Removed `ab_*` fields after the A/B experimentation feature was discontinued.	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/metadata_types.rs	41	/// OS-level sandbox state for a trace turn (local `xai-grok-sandbox`, not cloud sandbox).	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/metadata_types.rs	61	/// Request id for this prompt (uuid v4 we generate per prompt)	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/metadata_types.rs	81	/// Team ID from OAuth authentication (may be None for personal accounts)	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/metadata_types.rs	101	pub experiment_id: Option<String>,	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/metadata_types.rs	121	/// Version of the grok-shell agent binary that handled this turn	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/storage_types.rs	21	/// Cloudflare body-size limits that would otherwise cause 413 errors on large	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/storage_types.rs	61	#[derive(Debug, Serialize, Deserialize)]	COMMENT
LOW	…mc/cli-chat-proxy-types/src/deployment_config_types.rs	21	/// Shape of a server-minted nonce (16 random bytes as hex): what `fresh_nonce`	COMMENT
LOW	…mc/cli-chat-proxy-types/src/deployment_config_types.rs	41	#[serde(default)]	COMMENT
LOW	…mc/cli-chat-proxy-types/src/deployment_config_types.rs	61	/// Identifies the signing key, so a rotation can be distinguished.	COMMENT
LOW	…mc/cli-chat-proxy-types/src/deployment_config_types.rs	81	/// Signing key id (same rotation set as the policy envelope).	COMMENT
LOW	…/cli-chat-proxy-types/src/team_managed_config_types.rs	21	pub configured: bool,	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1	//! Feedback API request and response types.	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	401	pub rating_type: Option<RatingType>,	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	461	// === Experiment / Comparison Fields ===	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	481		COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	541		COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	621	/// Multiplexer wrapping the session (e.g. "tmux", "Zellij", "None detected").	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	661	/// Response from submitting feedback.	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	681		COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	761	}	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	781	#[serde(skip_serializing_if = "Option::is_none")]	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	901	/// Models used in the session	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	921		COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	941	#[serde(skip_serializing_if = "Option::is_none")]	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	961	#[serde(default, skip_serializing_if = "Option::is_none")]	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	981		COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1001	/// Completed responses accepted with confident doom-loop signals after	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1021	/// Items that exhausted retry budget (superset of expired).	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1101		COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1121	pub max_time_to_first_token_ms: i64,	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1221	pub expires_at: Option<DateTime<Utc>>,	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1241	pub status: FeedbackRequestStatus,	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1261	pub enabled: bool,	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1281	/// Whether revert is required (Tier 3)	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1321	/// Configuration for feedback heuristics loaded from remote config.	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1341	pub max_requests_per_session: i64,	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1361	pub tier1_no_cancellations: bool,	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1381	pub tier2_sample_rate: f64,	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1401	#[serde(default = "default_tier2_prompt")]	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1421	#[serde(default)]	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1441	#[serde(skip_serializing_if = "Option::is_none")]	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1701		COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1761	pub delta_successful_tool_uses: i64,	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1801	/// [accumulated] Primary model ID (most recently used model).	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1821	/// [turn-level] Distinct tool names invoked during this turn (deduplicated, sorted, capped at 100 entries). Res	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1861	/// table partitioning in the analytics backend.	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1881	/// [turn-level] Number of thinking/reasoning tokens generated during this turn. `None` when no inference occurr	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/feedback_types.rs	1921	#[serde(default)]	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/session_types.rs	21	#[serde(default)]	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/session_types.rs	41	pub last_turn_number: Option<i32>,	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/sandbox_types.rs	1	//! Sandbox API request and response types.	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/sandbox_types.rs	21	/// Snapshot bucket to use.	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/sandbox_types.rs	241	#[derive(Debug, Clone, Deserialize, Serialize)]	COMMENT
LOW	prod/mc/cli-chat-proxy-types/src/sandbox_types.rs	261	// Session Lifecycle Types	COMMENT
1774 more matches not shown…

Hallucination Indicators17 hits · 170 pts

Severity	File	Line	Snippet	Context
CRITICAL	crates/codegen/xai-grok-pager/src/app/mouse.rs	351	let total = self.prompt.suggestions.dropdown.items.len();	CODE
CRITICAL	…egen/xai-grok-pager/src/app/agent_view/interactions.rs	1106	.position(\|p\| p.request.request.tool_call.tool_call_id.0.as_ref() == tool_call_id)	CODE
CRITICAL	…/xai-grok-pager/src/app/agent_view/shell_completion.rs	13	let had_items = !self.prompt.suggestions.dropdown.items.is_empty();	CODE
CRITICAL	…/xai-grok-pager/src/app/agent_view/shell_completion.rs	651	agent.prompt.suggestions.dropdown.items.len(),	CODE
CRITICAL	…/xai-grok-pager/src/app/agent_view/shell_completion.rs	678	agent.prompt.suggestions.dropdown.items.len(),	CODE
CRITICAL	…/xai-grok-pager/src/app/agent_view/shell_completion.rs	687	assert_eq!(agent.prompt.suggestions.dropdown.items.len(), 2);	CODE
CRITICAL	…/xai-grok-pager/src/app/agent_view/shell_completion.rs	710	assert_eq!(agent.prompt.suggestions.dropdown.items.len(), 2);	CODE
CRITICAL	…/xai-grok-pager/src/app/agent_view/shell_completion.rs	817	assert!(agent.prompt.suggestions.dropdown.items.is_empty());	CODE
CRITICAL	…/xai-grok-pager/src/app/agent_view/shell_completion.rs	852	assert!(agent.prompt.suggestions.dropdown.items.is_empty());	CODE
CRITICAL	…es/codegen/xai-grok-pager/src/app/agent_view/rewind.rs	53	let tc_id = perm.request.request.tool_call.tool_call_id.0.as_ref();	CODE
CRITICAL	…odegen/xai-grok-pager/src/app/dispatch/tests/prompt.rs	5295	assert!(agent.prompt.suggestions.dropdown.items.is_empty());	CODE
CRITICAL	…odegen/xai-grok-pager/src/app/dispatch/tests/prompt.rs	5441	assert_eq!(agent.prompt.suggestions.dropdown.items.len(), 2);	CODE
CRITICAL	…odegen/xai-grok-pager/src/app/dispatch/tests/prompt.rs	5497	agent.prompt.suggestions.dropdown.items.len(),	CODE
CRITICAL	…en/xai-grok-shell/src/session/acp_session_impl/turn.rs	157	session_id: Some(self.session.session_info.id.0.to_string()),	CODE
CRITICAL	…ssion/acp_session_tests/pre_tool_use_decision_tests.rs	292	title: args.request.tool_call.fields.title.clone(),	CODE
CRITICAL	…ssion/acp_session_tests/pre_tool_use_decision_tests.rs	293	raw_input: args.request.tool_call.fields.raw_input.clone(),	CODE
CRITICAL	…codegen/xai-grok-pager-render/src/appearance/config.rs	1969	assert!(cfg.scrollback.blocks.edit.accent.is_some());	CODE

Fake / Example Data104 hits · 116 pts

Severity	File	Line	Snippet	Context
LOW	crates/codegen/xai-grok-mcp/src/servers_tests.rs	3042	serde_json::json!({"email": "user@example.com"}),	CODE
LOW	crates/codegen/xai-grok-mcp/src/servers_tests.rs	3132	Some("user@example.com")	CODE
LOW	crates/codegen/xai-grok-mcp/src/servers_tests.rs	3203	serde_json::json!({"email": "user@example.com"}),	CODE
LOW	crates/codegen/xai-grok-mcp/src/servers_tests.rs	4107	"name": "Jane Doe",	CODE
LOW	…gen/xai-grok-pager/docs/user-guide/05-configuration.md	257	auth_provider_label = "Acme Corp"	CODE
LOW	…gen/xai-grok-pager/docs/user-guide/05-configuration.md	652	auth_provider_label = "Acme Corp"	CODE
LOW	…en/xai-grok-pager/docs/user-guide/02-authentication.md	168	auth_provider_label = "Acme Corp" # optional -- customizes the TUI login button	CODE
LOW	…en/xai-grok-pager/docs/user-guide/02-authentication.md	176	export GROK_AUTH_PROVIDER_LABEL="Acme Corp"	CODE
LOW	…en/xai-grok-pager/docs/user-guide/02-authentication.md	238	\| `GROK_AUTH_PROVIDER_LABEL` \| Display name on the TUI login screen (e.g., "Acme Corp") \|	CODE
LOW	…gen/xai-grok-pager/docs/user-guide/11-custom-models.md	442	auth_provider_label = "Acme Corp"	CODE
LOW⚡	crates/codegen/xai-grok-pager/benches/render.rs	268	let lorem = "lorem ipsum dolor sit amet consectetur adipiscing elit sed do \	CODE
LOW⚡	crates/codegen/xai-grok-pager/benches/render.rs	268	let lorem = "lorem ipsum dolor sit amet consectetur adipiscing elit sed do \	CODE
LOW	crates/codegen/xai-grok-pager/benches/search.rs	28	let lorem = "lorem ipsum dolor sit amet consectetur adipiscing elit sed do \	CODE
LOW	crates/codegen/xai-grok-pager/benches/search.rs	28	let lorem = "lorem ipsum dolor sit amet consectetur adipiscing elit sed do \	CODE
LOW	crates/codegen/xai-grok-pager/src/test_util.rs	292	let sig = git2::Signature::now("test", "test@test.com").unwrap();	CODE
LOW	crates/codegen/xai-grok-pager/src/app/consent_tests.rs	4	const ACCOUNT: &str = "user@example.com";	CODE
LOW	crates/codegen/xai-grok-pager/src/app/subscription.rs	275	app.team_name = Some("Acme Corp".into());	CODE
LOW	crates/codegen/xai-grok-pager/src/app/subscription.rs	383	app.team_name = Some("Acme Corp".into());	CODE
LOW	crates/codegen/xai-grok-pager/src/app/app_view.rs	942	/// Login button label from `AuthMethod.name` (e.g., "grok.com", "Acme Corp").	COMMENT
LOW	crates/codegen/xai-grok-pager/src/app/app_view_tests.rs	2110	team_name: Some("Acme Corp".into()),	CODE
LOW	crates/codegen/xai-grok-pager/src/app/app_view_tests.rs	2262	team_name: Some("Acme Corp".into()),	CODE
LOW	…n/xai-grok-pager/src/app/agent_view/key_owner_tests.rs	1200	let _ = agent.handle_elicitation_paste("user@example.com");	CODE
LOW	…n/xai-grok-pager/src/app/agent_view/key_owner_tests.rs	1210	"user@example.com"	CODE
LOW	…degen/xai-grok-pager/src/app/dispatch/tests/billing.rs	805	team_name: Some("Acme Corp".into()),	CODE
LOW	…s/codegen/xai-grok-pager/src/app/dispatch/tests/mod.rs	629	session_id: Some("placeholder".into()),	CODE
LOW	…grok-pager/src/app/dispatch/tests/session/lifecycle.rs	1396	app.account_email = Some("user@example.com".to_string());	CODE
LOW	…grok-pager/src/app/dispatch/tests/session/lifecycle.rs	1414	if account.as_deref() == Some("user@example.com")	CODE
LOW⚡	…ates/codegen/xai-grok-pager/src/views/question_view.rs	2353	label: "Lorem ipsum dolor sit amet consectetur adipiscing!".into(),	CODE
LOW⚡	…ates/codegen/xai-grok-pager/src/views/question_view.rs	2353	label: "Lorem ipsum dolor sit amet consectetur adipiscing!".into(),	CODE
LOW⚡	…ates/codegen/xai-grok-pager/src/views/question_view.rs	2354	description: "Lorem ipsum dolor sit ame".into(),	CODE
LOW⚡	…ates/codegen/xai-grok-pager/src/views/question_view.rs	2359	label: "Lorem ipsum dolor sit amet elit sed tempor".into(),	CODE
LOW⚡	…ates/codegen/xai-grok-pager/src/views/question_view.rs	2359	label: "Lorem ipsum dolor sit amet elit sed tempor".into(),	CODE
LOW⚡	…ates/codegen/xai-grok-pager/src/views/question_view.rs	2360	description: "Lorem ipsum dolor sit amet elit s".into(),	CODE
LOW⚡	…ates/codegen/xai-grok-pager/src/views/question_view.rs	2360	description: "Lorem ipsum dolor sit amet elit s".into(),	CODE
LOW⚡	…ates/codegen/xai-grok-pager/src/views/question_view.rs	2372	label: "Lorem ipsum dolor sit amet consectetur adipiscing!".into(),	CODE
LOW⚡	…ates/codegen/xai-grok-pager/src/views/question_view.rs	2372	label: "Lorem ipsum dolor sit amet consectetur adipiscing!".into(),	CODE
LOW⚡	…ates/codegen/xai-grok-pager/src/views/question_view.rs	2373	description: "Lorem ipsum dolor sit amet, consectetur adipiscing.".into(),	CODE
LOW⚡	…ates/codegen/xai-grok-pager/src/views/question_view.rs	2373	description: "Lorem ipsum dolor sit amet, consectetur adipiscing.".into(),	CODE
LOW⚡	…ates/codegen/xai-grok-pager/src/views/question_view.rs	2404	text.contains("Lorem ipsum dolor sit amet consectetur adipiscing!"),	CODE
LOW⚡	…ates/codegen/xai-grok-pager/src/views/question_view.rs	2404	text.contains("Lorem ipsum dolor sit amet consectetur adipiscing!"),	CODE
LOW⚡	…ates/codegen/xai-grok-pager/src/views/question_view.rs	2408	text.contains("Lorem ipsum dolor sit amet, consectetur"),	CODE
LOW⚡	…ates/codegen/xai-grok-pager/src/views/question_view.rs	2408	text.contains("Lorem ipsum dolor sit amet, consectetur"),	CODE
LOW	…odegen/xai-grok-pager/src/views/prompt_widget/tests.rs	889	let text = "lorem ipsum dolor\n".repeat(2000); // ~36 KB across 2000 lines	CODE
LOW	crates/codegen/xai-grok-pager/src/acp/mod.rs	105	/// Login button label from `AuthMethod.name` (e.g., "grok.com", "Acme Corp").	COMMENT
LOW	crates/codegen/xai-grok-pager/src/acp/mod.rs	857	let methods = vec![make_auth_method("grok.com", "Acme Corp", Some(meta))];	CODE
LOW	crates/codegen/xai-grok-pager/src/acp/mod.rs	860	assert_eq!(label.as_deref(), Some("Acme Corp"));	CODE
LOW	crates/codegen/xai-grok-markdown/src/render.rs	1457	assert_eq!(words("555-0101"), vec!["[555-\|]", "[0101\|]"]);	CODE
LOW	crates/codegen/xai-grok-markdown/src/url_scan.rs	229	assert_eq!(slice, "foo@bar.com");	CODE
LOW	crates/codegen/xai-grok-session-search/src/fts.rs	1181	.insert_doc_if_absent(&test_doc("s1", "placeholder", ""))	CODE
LOW	crates/codegen/xai-hunk-tracker/src/actor/tests.rs	37	git(&working_dir, &["config", "user.email", "test@test.com"]);	CODE
LOW	crates/codegen/xai-hunk-tracker/src/actor/tests.rs	4459	git(wd, &["config", "user.email", "test@test.com"]);	CODE
LOW	crates/codegen/xai-grok-login/src/manager_tests.rs	3151	email: Some("user@example.com".into()),	CODE
LOW	…ty-harness/tests/pty_e2e/response_top_indicator_pty.rs	21	.map(\|i\| format!("- ANSWERLINE{i:03} lorem ipsum dolor sit amet consectetur"))	CODE
LOW	…ty-harness/tests/pty_e2e/response_top_indicator_pty.rs	21	.map(\|i\| format!("- ANSWERLINE{i:03} lorem ipsum dolor sit amet consectetur"))	CODE
LOW	…y-harness/tests/pty_e2e/sticky_header_drag_copy_pty.rs	22	.map(\|i\| format!("- ANSWERLINE{i:03} lorem ipsum dolor sit amet consectetur"))	CODE
LOW	…y-harness/tests/pty_e2e/sticky_header_drag_copy_pty.rs	22	.map(\|i\| format!("- ANSWERLINE{i:03} lorem ipsum dolor sit amet consectetur"))	CODE
LOW	…-grok-pager-pty-harness/src/scenarios/scroll_stress.rs	28	// The response is `Lorem ipsum dolor ...`; look for a word we know will appear after streaming starts	COMMENT
LOW	…-grok-pager-pty-harness/src/scenarios/scroll_stress.rs	58	"Line {i}: Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labo	CODE
LOW	…-grok-pager-pty-harness/src/scenarios/scroll_stress.rs	58	"Line {i}: Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labo	CODE
LOW	crates/codegen/xai-grok-shell/README.md	222	auth_provider_label = "Acme Corp" # optional — customizes the TUI login button	CODE
44 more matches not shown…

Modern AI Meta-Vocabulary40 hits · 114 pts

Severity	File	Line	Snippet	Context
MEDIUM	…gen/xai-grok-pager/docs/user-guide/05-configuration.md	103	auto_compact_threshold_percent = 85 # auto-compact at this % of context window (default: 85)	CODE
MEDIUM	…gen/xai-grok-pager/docs/user-guide/05-configuration.md	282	context_window = 128000 # context window size (for auto-compact)	CODE
MEDIUM	…gen/xai-grok-pager/docs/user-guide/11-custom-models.md	101	context_window = 128000 # Total context window in tokens	CODE
MEDIUM	crates/codegen/xai-grok-pager/src/views/debug_style.rs	11	//! [`render_panel`] is the shared scaffold that enforces this; overlays build lines and call it rather than hand-painti	COMMENT
MEDIUM	…degen/xai-grok-pager/src/views/settings_modal/tests.rs	1430	// Esc to Browse. The scaffold therefore ships no dead `unimplemented!()` panics. These tests pin	COMMENT
MEDIUM	…/codegen/xai-grok-permission-rules/src/shell_access.rs	539	/// Grok config files that alter permissions or sandbox restrictions; a silent edit would let the agent loosen its own g	COMMENT
MEDIUM	…/xai-grok-permission-rules/src/managed_policy/tests.rs	2616	/// for allow lists (a deny scaffold must stay harmless).	COMMENT
MEDIUM	…es/codegen/xai-grok-sampling-types/src/conversation.rs	80	/// A tool call executed server-side by the backend agentic sampler.	COMMENT
MEDIUM	…es/codegen/xai-grok-sampling-types/src/conversation.rs	301	/// A server-side tool call from the backend agentic sampler.	COMMENT
MEDIUM	…es/codegen/xai-grok-sampling-types/src/conversation.rs	629	/// These are executed server-side by the agentic sampler during inference.	COMMENT
MEDIUM	crates/codegen/xai-grok-shell/README.md	1353	auto_compact_threshold_percent = 85 # auto-compact at this % of context window	CODE
MEDIUM	crates/codegen/xai-grok-shell/README.md	1844	context_window = 256000 # Total context window in tokens (for auto-compact)	CODE
MEDIUM	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2306	"# Workspace\n* Use helioseismology for deployment orchestration\n"	CODE
MEDIUM	…gen/xai-grok-shell/tests/subagent_sweep_support/mod.rs	473	/// Process-wide scaffold shared by the sweep and regression binaries.	COMMENT
MEDIUM	…s/codegen/xai-grok-shell/src/session/goal_next_step.rs	190	let body = "# Plan\n\n## Task checklist\n- [x] scaffold\n- [ ] wire input handling\n\n## Notes\n- [ ] stray box	CODE
MEDIUM	…s/codegen/xai-grok-shell/src/session/goal_next_step.rs	196	let done = "## Task checklist\n- [x] scaffold\n\n## Notes\n- [ ] stray box\n";	CODE
MEDIUM	…-shell/src/session/acp_session_impl/sampling_events.rs	531	// These tools are executed server-side by the agentic sampler	COMMENT
MEDIUM	…en/xai-grok-shell/src/session/acp_session_impl/turn.rs	237	/// Accumulates a round's per-call token usage and tool-call presence across the agentic loop's model calls, recording r	COMMENT
MEDIUM	…rok-shell/src/session/acp_session_impl/sampler_turn.rs	23	/// Long agentic prompts re-earn the per-step budget every successful sample, so without this a partial outage multiplie	COMMENT
MEDIUM	…src/session/acp_session_tests/transient_retry_tests.rs	307	/// The cumulative per-prompt cap holds even with a fresh per-step budget: long agentic prompts must not multiply retrie	COMMENT
MEDIUM	…session/acp_session_tests/mcp_failed_reminder_tests.rs	11	/// Simulate what a background snapshot refresh does: mark dirty, then run the injector (the path taken at turn start an	COMMENT
MEDIUM	crates/codegen/xai-grok-agent/src/agent.rs	33	/// These are sent as native Responses API types (e.g., `WebSearch`) and executed server-side by the agentic sampler	COMMENT
MEDIUM	crates/codegen/xai-grok-agent/src/agent.rs	145	/// These are sent as native types (e.g., `rs::Tool::WebSearch`) and executed server-side by the agentic sampler.	COMMENT
MEDIUM	crates/codegen/xai-grok-agent/src/builder.rs	63	/// When true, web search and X search go to the agentic sampler as native server-side tools instead of registering	COMMENT
MEDIUM⚡	crates/codegen/xai-grok-memory/src/dream.rs	139	/// Returns `true` if the content is scaffold boilerplate that should not be fed to the dream model as existing memory c	COMMENT
MEDIUM⚡	crates/codegen/xai-grok-memory/src/dream.rs	140	/// A file is scaffold only if it is short (under 500 bytes trimmed) and contains a scaffold marker.	COMMENT
MEDIUM⚡	crates/codegen/xai-grok-memory/src/dream.rs	141	/// Files with substantial content are never scaffold, even if they contain leftover marker strings from the initial tem	COMMENT
MEDIUM	crates/codegen/xai-grok-memory/src/dream.rs	154	/// Non-scaffold `existing_memory` is prepended before the session logs so the model merges prior knowledge instead of d	COMMENT
MEDIUM	crates/codegen/xai-grok-memory/src/v2_carryover.rs	68	/// The legacy file is the untouched scaffold or empty.	COMMENT
MEDIUM	crates/codegen/xai-grok-memory/src/v2_carryover.rs	387	/// True for an empty body or one made only of scaffold `<!-- … -->` lines.	COMMENT
MEDIUM	crates/codegen/xai-grok-memory/src/v2_carryover.rs	395	/// scaffold blockquote that follows it; return the title and what remains.	COMMENT
MEDIUM	crates/codegen/xai-grok-memory/src/search.rs	1082	// Caught via the marker-based scaffold predicate: the blockquote disclaimer lines mean the stub is not structur	COMMENT
MEDIUM	crates/codegen/xai-grok-memory/src/search.rs	1158	/// The scaffold-marker branch is scoped to evergreen sources.	COMMENT
MEDIUM	crates/codegen/xai-grok-memory/src/search.rs	1162	// A short session note that happens to quote a scaffold marker phrase.	COMMENT
MEDIUM	…k-tools/src/implementations/grok_build/workflow/mod.rs	326	r##"Launch or control a workflow: a Rhai script that orchestrates subagents as one background run. Provide exact	CODE
MEDIUM	crates/codegen/xai-grok-workspace/src/config.rs	465	/// Pairs with the producer-side pin test in agentic-sampler's `configs::plane` tests.	COMMENT
MEDIUM	…gen/xai-grok-workspace/src/permission/auto_mode/mod.rs	751	/// EXACT match; launchers (`exec`/`x`) and remote/scaffold subcommands (`dlx`/`create`/`init <pkg>`/`explore`) are hand	COMMENT
MEDIUM	crates/codegen/xai-grok-sampler/src/events.rs	139	/// The client does NOT execute these; the backend's agentic sampler handles them.	COMMENT
MEDIUM	crates/codegen/xai-grok-sampler/src/stream/responses.rs	490	// These tools are executed server-side by the agentic sampler	COMMENT
MEDIUM	crates/common/xai-computer-hub-sdk/src/metrics.rs	711	/// the SDK (e.g. `AgentBuilder::build_harness()` in the agentic sampler)	COMMENT

AI Slop Vocabulary33 hits · 99 pts

Severity	File	Line	Snippet	Context
MEDIUM	…codegen/xai-fast-worktree/tests/overlay_integration.rs	898	// the source's "work" (read from mountinfo — robust to the wt_base layout).	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/Cargo.toml	211	# In-process leader-cluster harness (mock inference server; no cycle:	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/Cargo.toml	235	# Spawn-only pager tests live in `xai-grok-pager-pty-harness`.	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/tests/settings_e2e.rs	4592	// Resolve "the other" canonical from the registry rather than hardcoding; robust against future catalog additions	COMMENT
MEDIUM	crates/codegen/xai-grok-pager/tests/settings_e2e.rs	4956	// Resolve that choice's canonical from the registry rather than hardcoding it; robust against future catalog reorde	COMMENT
MEDIUM	…egen/xai-grok-pager/src/app/dispatch/tests/settings.rs	3211	/// `apply_kind` doesn't fire here (parent theme is not auto by default), but a non-truecolor canonical keeps the test r	COMMENT
MEDIUM	…ates/codegen/xai-grok-markdown/src/latex_delimiters.rs	424	/// Definitely not a fence marker here.	COMMENT
MEDIUM	crates/codegen/xai-grok-markdown/src/output.rs	165	// `range.end - 1` is the last body byte; its source line is the inclusive last body source line, robust	COMMENT
MEDIUM	crates/codegen/xai-acp-lib/src/stdin_reader.rs	32	//! To make the transport robust, on Windows the reader thread takes a **private	COMMENT
MEDIUM	crates/codegen/xai-grok-login/Cargo.toml	72	# Loom model-checking harness; test-only, gated by the `loom` feature.	COMMENT
MEDIUM	crates/codegen/xai-grok-pager-pty-harness/Cargo.toml	142	# Lives here (not in the pager crate) so it can share the harness source	COMMENT
MEDIUM	…ts/leader_pty_e2e/leader_two_clients_shared_session.rs	9	#[ignore = "PTY e2e; run with cargo test -p xai-grok-pager-pty-harness --test leader_pty_e2e -- --ignored --test-threads	COMMENT
MEDIUM	…ests/leader_pty_e2e/leader_n_clients_shared_session.rs	9	#[ignore = "PTY e2e; run with cargo test -p xai-grok-pager-pty-harness --test leader_pty_e2e -- --ignored --test-threads	COMMENT
MEDIUM	…e/leader_reattach_completion_roundtrips_durable_log.rs	9	#[ignore = "PTY e2e; run with cargo test -p xai-grok-pager-pty-harness --test leader_pty_e2e -- --ignored --test-threads	COMMENT
MEDIUM	…leader_reattach_cancellation_roundtrips_durable_log.rs	9	#[ignore = "PTY e2e; run with cargo test -p xai-grok-pager-pty-harness --test leader_pty_e2e -- --ignored --test-threads	COMMENT
MEDIUM	…e/campaign_leader_mode_remote_dismiss_on_model_pick.rs	8	#[ignore = "PTY e2e; run with cargo test -p xai-grok-pager-pty-harness --test leader_pty_e2e -- --ignored --test-threads	COMMENT
MEDIUM	…-pty-harness/tests/scenarios/path_space_hyperlink.yaml	12	# PTY stream (default harness brand is Unknown and skips OSC 8).	COMMENT
MEDIUM	…r-pty-harness/tests/pty_e2e/edit_merge_parallel_pty.rs	12	#[ignore = "PTY e2e; run with cargo test -p xai-grok-pager-pty-harness --test pty_e2e -- --ignored"]	COMMENT
MEDIUM	…pty-harness/tests/pty_e2e/edit_merge_sequential_pty.rs	53	#[ignore = "PTY e2e; run with cargo test -p xai-grok-pager-pty-harness --test pty_e2e -- --ignored"]	COMMENT
MEDIUM	…_e2e/minimal/minimal_short_response_stays_on_screen.rs	46	// The cursor is always on the focused prompt, so its row is the robust signal.	COMMENT
MEDIUM	…grok-pager-pty-harness/src/scroll_matrix/invariants.rs	715	#[should_panic(expected = "harness-side")]	COMMENT
MEDIUM	…s/codegen/xai-grok-permission-rules/src/trust_tests.rs	638	// This is robust even when tests run as root (a chmod 0o500 dir would be bypassed by root)	COMMENT
MEDIUM	…/codegen/xai-grok-permission-rules/src/shell_access.rs	636	/// Not exhaustive; redirects are the robust catch-all (caught via the AST for any program).	COMMENT
MEDIUM	crates/codegen/xai-grok-shell/Cargo.toml	10	# Session synthesis + in-process e2e harness (`session::testkit`) for soak,	COMMENT
MEDIUM	…/codegen/xai-grok-shell/src/session/goal_role_tools.rs	236	/// Shared guard: a regex scan that fails on ANY surviving `{*_TOOL}` / `{TOOLSET_TOOLS}` token (robust to new tool	COMMENT
MEDIUM	…src/session/acp_session_tests/reminder_policy_tests.rs	19	/// Mirrors `Default::default()` for everything else so the test stays robust to unrelated additions.	COMMENT
MEDIUM	crates/codegen/xai-grok-tools/src/normalization.rs	5	//! value is the source of truth — robust to serde renames, exhaustiveness-checked.	COMMENT
MEDIUM	…odegen/xai-grok-tools/src/implementations/lsp/tests.rs	1222	// notification arrives), so keep it well clear of that floor to stay robust under load.	COMMENT
MEDIUM	crates/codegen/xai-grok-workspace/src/trust.rs	255	// (Same trick as `persist_failure_leaves_memory_unchanged`, robust even when run as root.)	COMMENT
MEDIUM	crates/codegen/xai-grok-workspace/src/handle_tests.rs	1580	/// Counters are monotonic, so `after > before` is robust despite the process-global registry and parallel tests (captur	COMMENT
MEDIUM	…s/codegen/xai-grok-workspace/src/session/checkpoint.rs	603	/// Counters are monotonic, so `after > before` is robust.	COMMENT
MEDIUM	crates/codegen/xai-grok-pager-bin/Cargo.toml	121	# Test-only, prod-inert seam: lets the e2e harness install a TEST-signed managed-policy key the	COMMENT
MEDIUM	crates/codegen/xai-grok-sampler/Cargo.toml	44	# `TcpListener::bind` in the mock server harness.	COMMENT

Verbosity Indicators45 hits · 87 pts

Severity	File	Line	Snippet	Context
LOW	…codegen/xai-fast-worktree/tests/overlay_integration.rs	342	// Step 1: Snapshot the upper.	COMMENT
LOW⚡	…codegen/xai-fast-worktree/tests/overlay_integration.rs	354	// Step 2: Create work dir + mount target.	COMMENT
LOW⚡	…codegen/xai-fast-worktree/tests/overlay_integration.rs	358	// Step 3: Mount overlay.	COMMENT
LOW	…codegen/xai-fast-worktree/tests/overlay_integration.rs	391	// Step 4: Verify the overlay is readable (files from lower + upper visible).	COMMENT
LOW	…codegen/xai-fast-worktree/tests/overlay_integration.rs	404	// Step 5: Verify writable — writes go to the snapshot upper, not the FUSE lower.	COMMENT
LOW⚡	crates/codegen/xai-fast-worktree/src/overlay/detect.rs	52	// Step 1: Find overlay mount containing this path.	COMMENT
LOW⚡	crates/codegen/xai-fast-worktree/src/overlay/detect.rs	61	// Step 2: Verify the lower layer is a FUSE mount.	COMMENT
LOW⚡	crates/codegen/xai-fast-worktree/src/overlay/detect.rs	70	// Step 3: Verify the upper layer is on btrfs.	COMMENT
LOW⚡	…ates/codegen/xai-fast-worktree/src/overlay/snapshot.rs	102	// Step 2: Create the worktree's overlay work dir (fresh + empty). The	COMMENT
LOW⚡	…ates/codegen/xai-fast-worktree/src/overlay/snapshot.rs	108	// Step 3: Write metadata for crash recovery.	COMMENT
LOW⚡	…ates/codegen/xai-fast-worktree/src/overlay/snapshot.rs	112	// Step 4: Mount overlay at dest.	COMMENT
LOW	crates/codegen/xai-grok-pager/tests/settings_e2e.rs	2425	// Step 1: Enter on the Enum row fires try_enter_picking_enum() and seeds choices_idx and original_value from the ro	COMMENT
LOW⚡	crates/codegen/xai-grok-pager/tests/settings_e2e.rs	2446	// Step 2: Down preview-navigates to choice 1 (live preview dispatch via action_for_enum, which returns None here, s	COMMENT
LOW⚡	crates/codegen/xai-grok-pager/tests/settings_e2e.rs	2454	// Step 3: Esc reverts. action_for_enum returns None (no Enum arms yet), so the outcome is Changed.	COMMENT
LOW	…i-grok-pager/src/scrollback/blocks/markdown_content.rs	305	// Step 1: Wrap any newly frozen lines	COMMENT
LOW	…i-grok-pager/src/scrollback/blocks/markdown_content.rs	317	// Step 2: Wrap the tail (unfrozen) lines	COMMENT
LOW⚡	crates/codegen/xai-grok-hooks/src/env_expand.rs	66	// Step 1: hide any `${VAR<modifier>...}` substring from shellexpand by replacing the leading `${` with the per-call	COMMENT
LOW⚡	crates/codegen/xai-grok-hooks/src/env_expand.rs	70	// Step 2: run shellexpand on the (possibly) masked input.	COMMENT
LOW	crates/codegen/xai-grok-hooks/src/env_expand.rs	82	// Step 3: restore the sentinels back to `${`	COMMENT
LOW	crates/codegen/xai-file-utils/src/storage_client.rs	917	// Step 1: get a signed GET URL from the proxy.	COMMENT
LOW	crates/codegen/xai-file-utils/src/storage_client.rs	953	// Step 2: fetch the object via the signed URL, streaming to dest.	COMMENT
LOW	crates/codegen/xai-file-utils/src/storage_client.rs	1333	// Step 1: Initialize multipart upload session (now with file_size for signed URLs)	COMMENT
LOW	crates/codegen/xai-file-utils/src/storage_client.rs	1364	// Step 2: Upload parts - either direct to GCS or through proxy	COMMENT
LOW	crates/codegen/xai-file-utils/src/storage_client.rs	1392	// Step 3: Complete the multipart upload by sending all parts to server	COMMENT
LOW⚡	…ates/codegen/xai-grok-shell/src/session/storage/mod.rs	2111	// Step 1: try to extract the envelope (method and raw params)	COMMENT
LOW⚡	…ates/codegen/xai-grok-shell/src/session/storage/mod.rs	2121	// Step 2: parse the discriminant and relevant payload fields in one pass.	COMMENT
LOW	crates/codegen/xai-grok-memory/src/backend.rs	1025	// Step 1: Write and canonicalize the file path BEFORE indexing	COMMENT
LOW	crates/codegen/xai-grok-memory/src/backend.rs	1044	// Step 2: Start watcher AFTER indexing so the Remove event for the upcoming deletion is the first event the wat	COMMENT
LOW⚡	crates/codegen/xai-grok-memory/src/backend.rs	1061	// Step 3: Confirm content is found before deletion.	COMMENT
LOW⚡	crates/codegen/xai-grok-memory/src/backend.rs	1071	// Step 4: Delete the file; the OS will fire a Remove event	COMMENT
LOW	…es/codegen/xai-chat-state/src/actor/request_builder.rs	78	// Step 4: Assemble request	COMMENT
LOW⚡	…/src/implementations/grok_build_hashline/edit/apply.rs	1813	// Step 1: edit fails (anchor at line 5 now has different content).	COMMENT
LOW⚡	…/src/implementations/grok_build_hashline/edit/apply.rs	1821	// Step 2: recovery MUST find the shifted line (chunk alignment preserved).	COMMENT
LOW⚡	…/src/implementations/grok_build_hashline/edit/apply.rs	1831	// Step 3: retry with the shifted anchor MUST succeed.	COMMENT
LOW⚡	…odegen/xai-grok-tools/src/implementations/lsp/tests.rs	787	// Step 1: tool edits file -> fire-and-forget notify (returns immediately).	COMMENT
LOW⚡	…odegen/xai-grok-tools/src/implementations/lsp/tests.rs	793	// Step 2: (simulated) other tools run... time passes... LSP server responds.	COMMENT
LOW⚡	…odegen/xai-grok-tools/src/implementations/lsp/tests.rs	815	// Step 4: the injected user message the model sees.	COMMENT
LOW⚡	…odegen/xai-grok-tools/src/implementations/lsp/tests.rs	820	// Step 5: .py has no server — notify is a no-op.	COMMENT
LOW⚡	…-grok-tools/src/implementations/grok_build/todo/mod.rs	893	// Step 1: replace (merge=false)	COMMENT
LOW	…-grok-tools/src/implementations/grok_build/todo/mod.rs	913	// Step 2: merge (merge=true) — content=null, just status changes	COMMENT
LOW	crates/codegen/xai-codebase-graph/src/manager/lock.rs	142	// Step 1: Check/acquire in-memory lock (fast path for same process)	COMMENT
LOW	crates/codegen/xai-codebase-graph/src/manager/lock.rs	155	// Step 2: For exclusive operations, also acquire file lock (cross-process)	COMMENT
LOW	crates/common/xai-grok-compaction/src/select.rs	77	// Step 1: Walk backward, sum "keep" tokens until target is reached.	COMMENT
LOW⚡	crates/common/xai-grok-compaction/src/select.rs	97	// Step 2: Snap the split forward to a safe boundary.	COMMENT
LOW⚡	crates/common/xai-grok-compaction/src/select.rs	105	// Step 3: Compute tokens to compact and check the minimum.	COMMENT

Structural Annotation Overuse43 hits · 82 pts

Severity	File	Line	Snippet	Context
LOW	…codegen/xai-fast-worktree/tests/overlay_integration.rs	342	// Step 1: Snapshot the upper.	COMMENT
LOW⚡	…codegen/xai-fast-worktree/tests/overlay_integration.rs	354	// Step 2: Create work dir + mount target.	COMMENT
LOW⚡	…codegen/xai-fast-worktree/tests/overlay_integration.rs	358	// Step 3: Mount overlay.	COMMENT
LOW	…codegen/xai-fast-worktree/tests/overlay_integration.rs	391	// Step 4: Verify the overlay is readable (files from lower + upper visible).	COMMENT
LOW	…codegen/xai-fast-worktree/tests/overlay_integration.rs	404	// Step 5: Verify writable — writes go to the snapshot upper, not the FUSE lower.	COMMENT
LOW⚡	crates/codegen/xai-fast-worktree/src/overlay/detect.rs	52	// Step 1: Find overlay mount containing this path.	COMMENT
LOW⚡	crates/codegen/xai-fast-worktree/src/overlay/detect.rs	61	// Step 2: Verify the lower layer is a FUSE mount.	COMMENT
LOW⚡	crates/codegen/xai-fast-worktree/src/overlay/detect.rs	70	// Step 3: Verify the upper layer is on btrfs.	COMMENT
LOW⚡	…ates/codegen/xai-fast-worktree/src/overlay/snapshot.rs	102	// Step 2: Create the worktree's overlay work dir (fresh + empty). The	COMMENT
LOW⚡	…ates/codegen/xai-fast-worktree/src/overlay/snapshot.rs	108	// Step 3: Write metadata for crash recovery.	COMMENT
LOW⚡	…ates/codegen/xai-fast-worktree/src/overlay/snapshot.rs	112	// Step 4: Mount overlay at dest.	COMMENT
LOW	crates/codegen/xai-grok-pager/tests/settings_e2e.rs	2425	// Step 1: Enter on the Enum row fires try_enter_picking_enum() and seeds choices_idx and original_value from the ro	COMMENT
LOW⚡	crates/codegen/xai-grok-pager/tests/settings_e2e.rs	2446	// Step 2: Down preview-navigates to choice 1 (live preview dispatch via action_for_enum, which returns None here, s	COMMENT
LOW⚡	crates/codegen/xai-grok-pager/tests/settings_e2e.rs	2454	// Step 3: Esc reverts. action_for_enum returns None (no Enum arms yet), so the outcome is Changed.	COMMENT
LOW	…i-grok-pager/src/scrollback/blocks/markdown_content.rs	305	// Step 1: Wrap any newly frozen lines	COMMENT
LOW	…i-grok-pager/src/scrollback/blocks/markdown_content.rs	317	// Step 2: Wrap the tail (unfrozen) lines	COMMENT
LOW⚡	crates/codegen/xai-grok-hooks/src/env_expand.rs	66	// Step 1: hide any `${VAR<modifier>...}` substring from shellexpand by replacing the leading `${` with the per-call	COMMENT
LOW⚡	crates/codegen/xai-grok-hooks/src/env_expand.rs	70	// Step 2: run shellexpand on the (possibly) masked input.	COMMENT
LOW	crates/codegen/xai-grok-hooks/src/env_expand.rs	82	// Step 3: restore the sentinels back to `${`	COMMENT
LOW	crates/codegen/xai-file-utils/src/storage_client.rs	917	// Step 1: get a signed GET URL from the proxy.	COMMENT
LOW	crates/codegen/xai-file-utils/src/storage_client.rs	953	// Step 2: fetch the object via the signed URL, streaming to dest.	COMMENT
LOW	crates/codegen/xai-file-utils/src/storage_client.rs	1333	// Step 1: Initialize multipart upload session (now with file_size for signed URLs)	COMMENT
LOW	crates/codegen/xai-file-utils/src/storage_client.rs	1364	// Step 2: Upload parts - either direct to GCS or through proxy	COMMENT
LOW	crates/codegen/xai-file-utils/src/storage_client.rs	1392	// Step 3: Complete the multipart upload by sending all parts to server	COMMENT
LOW⚡	…ates/codegen/xai-grok-shell/src/session/storage/mod.rs	2111	// Step 1: try to extract the envelope (method and raw params)	COMMENT
LOW⚡	…ates/codegen/xai-grok-shell/src/session/storage/mod.rs	2121	// Step 2: parse the discriminant and relevant payload fields in one pass.	COMMENT
LOW	crates/codegen/xai-grok-memory/src/backend.rs	1025	// Step 1: Write and canonicalize the file path BEFORE indexing	COMMENT
LOW	crates/codegen/xai-grok-memory/src/backend.rs	1044	// Step 2: Start watcher AFTER indexing so the Remove event for the upcoming deletion is the first event the wat	COMMENT
LOW⚡	crates/codegen/xai-grok-memory/src/backend.rs	1061	// Step 3: Confirm content is found before deletion.	COMMENT
LOW⚡	crates/codegen/xai-grok-memory/src/backend.rs	1071	// Step 4: Delete the file; the OS will fire a Remove event	COMMENT
LOW	…es/codegen/xai-chat-state/src/actor/request_builder.rs	78	// Step 4: Assemble request	COMMENT
LOW⚡	…/src/implementations/grok_build_hashline/edit/apply.rs	1813	// Step 1: edit fails (anchor at line 5 now has different content).	COMMENT
LOW⚡	…/src/implementations/grok_build_hashline/edit/apply.rs	1821	// Step 2: recovery MUST find the shifted line (chunk alignment preserved).	COMMENT
LOW⚡	…/src/implementations/grok_build_hashline/edit/apply.rs	1831	// Step 3: retry with the shifted anchor MUST succeed.	COMMENT
LOW⚡	…odegen/xai-grok-tools/src/implementations/lsp/tests.rs	787	// Step 1: tool edits file -> fire-and-forget notify (returns immediately).	COMMENT
LOW⚡	…odegen/xai-grok-tools/src/implementations/lsp/tests.rs	815	// Step 4: the injected user message the model sees.	COMMENT
LOW⚡	…-grok-tools/src/implementations/grok_build/todo/mod.rs	893	// Step 1: replace (merge=false)	COMMENT
LOW	…-grok-tools/src/implementations/grok_build/todo/mod.rs	913	// Step 2: merge (merge=true) — content=null, just status changes	COMMENT
LOW	crates/codegen/xai-codebase-graph/src/manager/lock.rs	142	// Step 1: Check/acquire in-memory lock (fast path for same process)	COMMENT
LOW	crates/codegen/xai-codebase-graph/src/manager/lock.rs	155	// Step 2: For exclusive operations, also acquire file lock (cross-process)	COMMENT
LOW	crates/common/xai-grok-compaction/src/select.rs	77	// Step 1: Walk backward, sum "keep" tokens until target is reached.	COMMENT
LOW⚡	crates/common/xai-grok-compaction/src/select.rs	97	// Step 2: Snap the split forward to a safe boundary.	COMMENT
LOW⚡	crates/common/xai-grok-compaction/src/select.rs	105	// Step 3: Compute tokens to compact and check the minimum.	COMMENT

Empty Error Handlers3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	…n/xai-grok-shell/tests/memory_integration/run_tests.py	102	except Exception:	CODE
HIGH	…n/xai-grok-shell/tests/memory_integration/run_tests.py	154	except Exception:	CODE
HIGH	…n/xai-grok-shell/tests/memory_integration/run_tests.py	139	except Exception:	CODE

Synthetic Comment Markers2 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	…ates/codegen/xai-grok-shell/src/session/acp_session.rs	637	/// The tool name as requested by the model.	COMMENT
HIGH	crates/codegen/xai-grok-shell/src/session/commands.rs	927	/// Request an AI-generated shell command suggestion.	COMMENT

Hyper-Verbose Identifiers31 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	…tes/codegen/xai-grok-pager/npm/grok/bin/postinstall.js	47	function resolvePlatformPackageDir() {	CODE
LOW	…/codegen/xai-grok-pager/npm/grok/bin/grok-bootstrap.js	36	function resolvePlatformPackageDir() {	CODE
LOW⚡	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1145	def test_cross_session_index_persistence():	CODE
LOW⚡	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1432	def test_flush_artifact_reindexed():	CODE
LOW⚡	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1694	def test_pruning_config_accepted():	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	546	def test_chunk_hash_correctness():	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	814	def test_content_update_detection():	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	967	def test_memory_enabled_env_override():	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1024	def test_memory_log_contains_session_id():	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1111	def test_session_end_short_session_skipped():	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1189	def test_session_log_indexed_next_session():	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1263	def test_unicode_memory_content():	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1329	def test_multiple_workspace_isolation():	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1386	def test_concurrent_access_safety():	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1642	def test_compaction_preserves_index():	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1879	def test_roundtrip_flush_artifact_searchable():	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1989	def test_roundtrip_workspace_memory_searchable():	CODE
LOW⚡	…n/xai-grok-shell/tests/memory_integration/run_tests.py	371	def test_global_memory_indexing():	STRING
LOW⚡	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1597	def test_compaction_resets_memory_injection():	STRING
LOW⚡	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1815	def test_roundtrip_session_end_searchable():	STRING
LOW⚡	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2398	def test_embedding_computation():	STRING
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	431	def test_workspace_vs_global_memory():	STRING
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	664	def test_fts_special_characters():	STRING
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	719	def test_fts_multi_file_search():	STRING
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	944	def test_memory_disabled_no_config():	STRING
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1298	def test_binary_content_resilience():	STRING
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1724	def test_pruning_disabled_no_side_effects():	STRING
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1762	def test_pruning_extreme_config():	STRING
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1949	def test_roundtrip_global_memory_searchable_across_sessions():	STRING
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2057	def test_roundtrip_mixed_sources_searchable():	STRING
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2437	def test_embedding_idempotency():	STRING

Deep Nesting14 hits · 8 pts

Severity	File	Line	Context
LOW	…ok-hooks/examples/hooks/bin/no-recursive-grep-guard.py	81	CODE
LOW	…ok-hooks/examples/hooks/bin/no-recursive-grep-guard.py	117	CODE
LOW	…ok-hooks/examples/hooks/bin/no-recursive-grep-guard.py	203	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	664	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1069	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1949	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1989	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2057	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2172	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2256	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2293	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2345	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2398	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2608	CODE

Excessive Try-Catch Wrapping12 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW⚡	…n/xai-grok-shell/tests/memory_integration/run_tests.py	154	except Exception:	CODE
LOW⚡	…n/xai-grok-shell/tests/memory_integration/run_tests.py	158	except Exception:	CODE
LOW⚡	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1421	except Exception as e:	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	102	except Exception:	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	116	except Exception:	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	139	except Exception:	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2450	except Exception:	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2460	except Exception:	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2655	except Exception as e:	CODE
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	423	except Exception:	STRING
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	711	except Exception as e:	STRING
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2429	except Exception:	STRING

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	crates/codegen/xai-grok-pager/scripts/install.sh	8	# Usage:	COMMENT
LOW	…s/codegen/xai-grok-pager/scripts/install-enterprise.sh	12	# Usage:	COMMENT

TODO Padding2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	crates/codegen/xai-grok-markdown/benches/bench.rs	481	override lazy val raw: Growable[Raw] = ??? // TODO: implement\n \	CODE
LOW	crates/codegen/xai-grok-markdown/benches/bench.rs	509	override lazy val raw: Growable[Raw] = ??? // TODO: implement\n}}\n```\n\n",	CODE

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/acp_session_tests/laziness/laziness_detector_tests.rs	59	let raw = "{\"category\":\"stalled_no_todos_but_task_in_flight\",\"confidence\":0.75,\"evidence\":\"no todos\"}\n\nL	CODE

Redundant / Tautological Comments3 hits · 1 pts

Severity	File	Line	Snippet	Context
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	1218	# Check if session content appears in chunks	COMMENT
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2136	# Check if session log content is searchable	STRING
LOW	…n/xai-grok-shell/tests/memory_integration/run_tests.py	2371	# Check if the model called memory_search	STRING

Unused Imports1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…ok-hooks/examples/hooks/bin/no-recursive-grep-guard.py	34		CODE

Self-Referential Comments1 hit · 1 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	…n/xai-grok-shell/tests/memory_integration/run_tests.py	356	# Create a session (triggers spawn_session_actor -> MEMORY_INIT)	STRING

xai-org/grok-build

Open-Source Code Quality, Security and Technical Debt Review