1.8

Adjusted Signal

1.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

39.3K

Stars

Rust

Language

438.4K

Lines of Code

2.2K

Files

603

Pattern Hits

2026-10-31

Scan Date

0.00

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 6.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 517 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 7 finding(s).

Agent Over-Engineering Ratio 2.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 87 finding(s).

PR Review Velocity Impact 8.5/100 · LOW

Which changes need focused human review? 603 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 8MEDIUM 67LOW 528

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 603 distinct pattern matches across 13 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Over-Commented Block430 hits · 430 pts

Severity	File	Line	Snippet	Context
LOW	AGENTS.md	441		COMMENT
LOW	AGENTS.md	461	//! let output = ShareFileAction::run(input, &ctx).await?;	COMMENT
LOW	crates/crypto/src/protected.rs	1	//! This is a basic wrapper for secret/hidden values	COMMENT
LOW	crates/crypto/src/protected.rs	21	//! use sd_crypto::Protected;	COMMENT
LOW	crates/crypto/src/erase.rs	1	use crate::{rng::CryptoRng, Error};	COMMENT
LOW	crates/crypto/src/cookie.rs	101	}	COMMENT
LOW	crates/crypto/src/cookie.rs	181		COMMENT
LOW	crates/rc4-shim/src/lib.rs	1	//! Stand-in for the `rc4` crate.	COMMENT
LOW	crates/archive/src/lib.rs	1	//! # sd-archive — adapter-backed sources	COMMENT
LOW	crates/archive/src/lib.rs	21	//! ## Architecture	COMMENT
LOW	crates/fs-watcher/src/lib.rs	1	//! Platform-agnostic filesystem watcher	COMMENT
LOW	crates/fs-watcher/src/lib.rs	21	//! - Broadcast Events: Multiple subscribers can receive events concurrently	COMMENT
LOW	crates/fs-watcher/src/lib.rs	41	//! while let Ok(event) = rx.recv().await {	COMMENT
LOW	crates/fs-watcher/src/event.rs	1	//! Filesystem event types	COMMENT
LOW	crates/fs-watcher/src/event.rs	161	/// Raw event kinds from notify	COMMENT
LOW	crates/fs-watcher/src/spelling.rs	1	//! Translating between the spelling a watch is stored under and the spellings	COMMENT
LOW	crates/fs-watcher/src/watcher.rs	1	//! Main filesystem watcher implementation	COMMENT
LOW	crates/fs-watcher/src/watcher.rs	221	Ok(())	COMMENT
LOW	crates/fs-watcher/src/watcher.rs	601	///	COMMENT
LOW	crates/fs-watcher/src/platform/macos.rs	1	//! macOS-specific event handler	COMMENT
LOW	crates/fs-watcher/src/platform/mod.rs	1	//! Platform-specific event handlers	COMMENT
LOW	crates/fs-watcher/src/platform/mod.rs	21	#[cfg(target_os = "windows")]	COMMENT
LOW	crates/images/src/consts.rs	21	pub const HEIF_EXTENSIONS: [&str; 8] = [	COMMENT
LOW	crates/images/src/error.rs	21	// these errors are either: reliant on external (C dependencies), or are extremely niche	COMMENT
LOW	crates/job-derive/src/lib.rs	1	//! Derive macros for automatic job registration	COMMENT
LOW	crates/task-system/src/error.rs	21	/// error type.	COMMENT
LOW	crates/task-system/src/lib.rs	1	//!	COMMENT
LOW	crates/task-system/src/lib.rs	21	//! use async_trait::async_trait;	COMMENT
LOW	crates/task-system/src/lib.rs	41	//! async fn run(&mut self, _interrupter: &Interrupter) -> Result<ExecStatus, SampleError> {	COMMENT
LOW	crates/sidecar-path/src/lib.rs	1	//! The canonical sidecar tree layout:	COMMENT
LOW	crates/pvcache/src/layout.rs	181	&(base.add(offset) as const AtomicU64)	COMMENT
LOW	crates/pvcache/src/lib.rs	1	//! Memory-mapped thumbnail tile cache — the hot tier behind `thumbs.pvcache`.	COMMENT
LOW	crates/pvcache/src/lib.rs	21	//! ```	COMMENT
LOW	crates/pvcache/src/lib.rs	41	//!	COMMENT
LOW	crates/pvcache/src/lib.rs	61	//! writer remaps, and the header's capacity and generation are published.	COMMENT
LOW	crates/pvcache/src/writer.rs	41	/// An existing file is adopted only when its header validates and	COMMENT
LOW	crates/sdk/src/ai.rs	1	//! AI operations - machine learning models, inference, prompts	COMMENT
LOW	crates/sdk/src/tasks.rs	1	//! Task system for job composition	COMMENT
LOW	crates/sdk/src/lib.rs	1	//! Spacedrive Extension SDK	COMMENT
LOW	crates/sdk/src/models.rs	1	//! Extension Data Models - Person, Album, Place, etc.	COMMENT
LOW	crates/sdk/src/ffi.rs	1	//! Low-level FFI bindings to Spacedrive host functions	COMMENT
LOW	crates/log-analyzer/src/lib.rs	1	//! Log analysis system for Spacedrive.	COMMENT
LOW	crates/media-metadata/src/exif/consts.rs	1	use exif::Tag;	COMMENT
LOW	crates/media-metadata/src/exif/geographic/location.rs	21	}	COMMENT
LOW	crates/media-metadata/src/exif/geographic/location.rs	101	reader	COMMENT
LOW	crates/media-metadata/src/exif/geographic/location.rs	121	pub const fn coordinates(&self) -> (f64, f64) {	COMMENT
LOW	crates/media-metadata/src/exif/geographic/location.rs	141	/// This also re-generates the Plus Code for your coordinates	COMMENT
LOW	crates/media-metadata/src/exif/geographic/location.rs	161	/// ```	COMMENT
LOW	crates/media-metadata/src/exif/geographic/location.rs	181	#[inline]	COMMENT
LOW	crates/media-metadata/src/exif/geographic/location.rs	221	}	COMMENT
LOW	crates/sdk-macros/src/lib.rs	21	extension::extension_impl(args, input)	COMMENT
LOW	crates/sdk-macros/src/model.rs	1	//! Model macro implementation - generates ExtensionModel trait impl	COMMENT
LOW	crates/bake/src/lib.rs	1	//! Cell renderers: bake a work item into a BGRA8 tile — the byte layout the	COMMENT
LOW	crates/bake/src/lib.rs	161	/// (size, date — whatever the view puts there).	COMMENT
LOW	crates/bake/src/lib.rs	181	#[error("failed to produce tile: {0}")]	COMMENT
LOW	crates/bake/src/mac_icons.rs	1	//! Native macOS file icons, rasterized into grid cells. Icons are keyed by	COMMENT
LOW	crates/sd-client/tests/common/mod.rs	1	//! In-process mock daemon speaking the real NDJSON protocol.	COMMENT
LOW	crates/sd-client/src/lib.rs	1	//! Client library for the Spacedrive daemon.	COMMENT
LOW	crates/sd-client/src/broker.rs	1	//! Client-side multiplexing of daemon event subscriptions.	COMMENT
LOW	crates/photos/src/lib.rs	1	//! # sd-photos — reading an Apple Photos library	COMMENT
370 more matches not shown…

Decorative Section Separators47 hits · 140 pts

Severity	File	Line	Snippet	Context
MEDIUM	crates/archive/src/engine.rs	114	// ── Public API ──────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/safari-history/adapter.toml	34	# ── Data type schema ────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/macos-contacts/sync.py	100	# ── Load groups ──────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/macos-contacts/sync.py	114	# ── Load group memberships ───────────────────────────────────────	COMMENT
MEDIUM	adapters/macos-contacts/sync.py	129	# ── Load contacts ────────────────────────────────────────────────	STRING
MEDIUM	adapters/macos-contacts/adapter.toml	21	# ── Data type schema ────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/github/sync.py	118	# ── Determine repos to index ─────────────────────────────────────────	COMMENT
MEDIUM	adapters/github/sync.py	138	# ── Upsert repository ────────────────────────────────────────────	COMMENT
MEDIUM	adapters/github/sync.py	164	# ── Fetch issues (and PRs if enabled) ────────────────────────────	COMMENT
MEDIUM	adapters/github/sync.py	238	# ── Fetch comments for this issue ────────────────────────────	COMMENT
MEDIUM	adapters/github/adapter.toml	49	# ── Data type schema ────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/slack/sync.py	70	# ── Load users for display name lookup ───────────────────────────────	COMMENT
MEDIUM	adapters/slack/sync.py	88	# ── Load channels ────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/slack/sync.py	129	# ── Load messages from channel folders ───────────────────────────────	COMMENT
MEDIUM	adapters/slack/adapter.toml	33	# ── Data type schema ────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/obsidian/adapter.toml	32	# ── Data type schema ────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/apple-notes/sync.py	82	# ── Sync folders ──────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/apple-notes/sync.py	118	# ── Sync notes ────────────────────────────────────────────────────	STRING
MEDIUM	adapters/apple-notes/adapter.toml	21	# ── Data type schema ────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/chrome-history/adapter.toml	41	# ── Data type schema ────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/chrome-bookmarks/adapter.toml	25	# ── Data type schema ────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/gmail/sync.py	26	# ── Constants ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/gmail/sync.py	33	# ── Helpers ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/gmail/sync.py	174	# ── Sync Logic ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/gmail/sync.py	431	# ── Main ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/gmail/adapter.toml	72	# ── Data type schema ────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/opencode/sync.py	132	# ── Fetch sessions ──────────────────────────────────────────────	COMMENT
MEDIUM	adapters/opencode/sync.py	164	# ── Fetch messages for this session ─────────────────────────	STRING
MEDIUM	adapters/opencode/sync.py	175	# ── Fetch parts for all messages in this session ────────────	STRING
MEDIUM	adapters/opencode/sync.py	194	# ── Aggregate session stats ─────────────────────────────────	STRING
MEDIUM	adapters/opencode/sync.py	251	# ── Emit session ────────────────────────────────────────────	STRING
MEDIUM	adapters/opencode/sync.py	274	# ── Emit messages ───────────────────────────────────────────	STRING
MEDIUM	adapters/opencode/adapter.toml	41	# ── Data type schema ────────────────────────────────────────────────────	COMMENT
MEDIUM	adapters/macos-calendar/sync.py	96	# ── Load calendars ───────────────────────────────────────────────	COMMENT
MEDIUM	adapters/macos-calendar/sync.py	139	# ── Load events ──────────────────────────────────────────────────	STRING
MEDIUM	adapters/macos-calendar/adapter.toml	26	# ── Data type schema ────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	.tasks/core/VSS-005-cli-integration.md	62	# ┌──────────────┬────────────┬────────┬──────────┬──────────┐	COMMENT
MEDIUM⚡	.tasks/core/VSS-005-cli-integration.md	64	# ├──────────────┼────────────┼────────┼──────────┼──────────┤	COMMENT
MEDIUM⚡	.tasks/core/VSS-005-cli-integration.md	69	# └──────────────┴────────────┴────────┴──────────┴──────────┘	COMMENT
MEDIUM⚡	.tasks/core/VSS-005-cli-integration.md	87	# ┌──────────────┬───────┬──────────┬──────────┐	COMMENT
MEDIUM⚡	.tasks/core/VSS-005-cli-integration.md	89	# ├──────────────┼───────┼──────────┼──────────┤	COMMENT
MEDIUM⚡	.tasks/core/VSS-005-cli-integration.md	95	# ├──────────────┼───────┼──────────┼──────────┤	COMMENT
MEDIUM⚡	.tasks/core/VSS-005-cli-integration.md	97	# └──────────────┴───────┴──────────┴──────────┘	COMMENT
MEDIUM⚡	.tasks/core/VSS-005-cli-integration.md	114	# ┌──────────────┬─────────┬─────────┬──────────┐	COMMENT
MEDIUM⚡	.tasks/core/VSS-005-cli-integration.md	116	# ├──────────────┼─────────┼─────────┼──────────┤	COMMENT
MEDIUM⚡	.tasks/core/VSS-005-cli-integration.md	120	# └──────────────┴─────────┴─────────┴──────────┘	COMMENT
MEDIUM	apps/cli/src/domains/redundancy/mod.rs	139	// ─── rendering helpers ────────────────────────────────────────────────────────	COMMENT

Structural Annotation Overuse27 hits · 46 pts

Severity	File	Line	Snippet	Context
LOW	CONTRIBUTING.md	100	#### Step 1: System Dependencies (Linux only)	COMMENT
LOW	CONTRIBUTING.md	126	#### Step 2: Project Dependencies	COMMENT
LOW⚡	core/tests/volume_detection_test.rs	449	// Step 1: Check if paths are on same physical storage	COMMENT
LOW⚡	core/tests/volume_detection_test.rs	455	// Step 2: Get volumes for both paths	COMMENT
LOW	core/tests/volume_detection_test.rs	467	// Step 3: Select copy strategy	COMMENT
LOW	core/tests/volume_detection_test.rs	483	// Step 4: Verify expected behavior	COMMENT
LOW⚡	core/src/infra/daemon/rpc.rs	418	// Step 1: Get buffered events BEFORE registering connection	COMMENT
LOW⚡	core/src/infra/daemon/rpc.rs	424	// Step 2: Register connection for event streaming (starts receiving live events)	COMMENT
LOW	core/src/infra/daemon/rpc.rs	435	// Step 3: Send buffered events in chronological order	COMMENT
LOW⚡	core/src/volume/fs/mod.rs	101	// Step 1: resolve mount point root (e.g. "C:\")	COMMENT
LOW⚡	core/src/volume/fs/mod.rs	109	// Step 2: get stable volume GUID path	COMMENT
LOW⚡	adapters/gmail/sync.py	462	# Step 1: Sync labels (always full)	COMMENT
LOW⚡	adapters/gmail/sync.py	465	# Step 2: Sync messages	COMMENT
LOW	…ges/interface/src/components/modals/SyncSetupModal.tsx	221	// Step 1: Select Device	COMMENT
LOW	…ges/interface/src/components/modals/SyncSetupModal.tsx	293	// Step 2: Choose Action	COMMENT
LOW	…ges/interface/src/components/modals/SyncSetupModal.tsx	419	// Step 3: Confirm	COMMENT
LOW	…ges/interface/src/components/modals/SyncSetupModal.tsx	479	// Step 4: Executing	COMMENT
LOW	…s/ts-client/tests/integration/browse-streaming.test.ts	73	// Step 1: Subscribe FIRST	COMMENT
LOW	…s/ts-client/tests/integration/browse-streaming.test.ts	102	// Step 2: Query the directory listing (triggers the browse walk)	COMMENT
LOW	…s/ts-client/tests/integration/browse-streaming.test.ts	124	// Step 3: Wait for events to arrive	COMMENT
LOW	…s/ts-client/tests/integration/browse-streaming.test.ts	137	// Step 4: Verify events arrived	COMMENT
LOW	…s/ts-client/tests/integration/browse-streaming.test.ts	207	// Step 1: Query FIRST (triggers indexing, events go to buffer)	COMMENT
LOW	…s/ts-client/tests/integration/browse-streaming.test.ts	228	// Step 2: Subscribe AFTER query (late subscriber)	COMMENT
LOW	apps/cli/src/domains/library/mod.rs	418	// Step 1: Select local library	COMMENT
LOW	apps/cli/src/domains/library/mod.rs	445	// Step 2: Select remote device from paired devices	COMMENT
LOW	apps/cli/src/domains/library/mod.rs	481	// Step 3: Discover remote libraries	COMMENT
LOW	apps/cli/src/domains/library/mod.rs	493	// Step 4: Select sync action	COMMENT

Verbosity Indicators25 hits · 44 pts

Severity	File	Line	Snippet	Context
LOW⚡	core/tests/volume_detection_test.rs	449	// Step 1: Check if paths are on same physical storage	COMMENT
LOW⚡	core/tests/volume_detection_test.rs	455	// Step 2: Get volumes for both paths	COMMENT
LOW	core/tests/volume_detection_test.rs	467	// Step 3: Select copy strategy	COMMENT
LOW	core/tests/volume_detection_test.rs	483	// Step 4: Verify expected behavior	COMMENT
LOW⚡	core/src/infra/daemon/rpc.rs	418	// Step 1: Get buffered events BEFORE registering connection	COMMENT
LOW⚡	core/src/infra/daemon/rpc.rs	424	// Step 2: Register connection for event streaming (starts receiving live events)	COMMENT
LOW	core/src/infra/daemon/rpc.rs	435	// Step 3: Send buffered events in chronological order	COMMENT
LOW⚡	core/src/volume/fs/mod.rs	101	// Step 1: resolve mount point root (e.g. "C:\")	COMMENT
LOW⚡	core/src/volume/fs/mod.rs	109	// Step 2: get stable volume GUID path	COMMENT
LOW⚡	adapters/gmail/sync.py	462	# Step 1: Sync labels (always full)	COMMENT
LOW⚡	adapters/gmail/sync.py	465	# Step 2: Sync messages	COMMENT
LOW	…ges/interface/src/components/modals/SyncSetupModal.tsx	221	// Step 1: Select Device	COMMENT
LOW	…ges/interface/src/components/modals/SyncSetupModal.tsx	293	// Step 2: Choose Action	COMMENT
LOW	…ges/interface/src/components/modals/SyncSetupModal.tsx	419	// Step 3: Confirm	COMMENT
LOW	…ges/interface/src/components/modals/SyncSetupModal.tsx	479	// Step 4: Executing	COMMENT
LOW	…s/ts-client/tests/integration/browse-streaming.test.ts	73	// Step 1: Subscribe FIRST	COMMENT
LOW	…s/ts-client/tests/integration/browse-streaming.test.ts	102	// Step 2: Query the directory listing (triggers the browse walk)	COMMENT
LOW	…s/ts-client/tests/integration/browse-streaming.test.ts	124	// Step 3: Wait for events to arrive	COMMENT
LOW	…s/ts-client/tests/integration/browse-streaming.test.ts	137	// Step 4: Verify events arrived	COMMENT
LOW	…s/ts-client/tests/integration/browse-streaming.test.ts	207	// Step 1: Query FIRST (triggers indexing, events go to buffer)	COMMENT
LOW	…s/ts-client/tests/integration/browse-streaming.test.ts	228	// Step 2: Subscribe AFTER query (late subscriber)	COMMENT
LOW	apps/cli/src/domains/library/mod.rs	418	// Step 1: Select local library	COMMENT
LOW	apps/cli/src/domains/library/mod.rs	445	// Step 2: Select remote device from paired devices	COMMENT
LOW	apps/cli/src/domains/library/mod.rs	481	// Step 3: Discover remote libraries	COMMENT
LOW	apps/cli/src/domains/library/mod.rs	493	// Step 4: Select sync action	COMMENT

Empty Error Handlers8 hits · 40 pts

Severity	File	Line	Snippet	Context
HIGH	adapters/macos-contacts/sync.py	126	except sqlite3.Error:	CODE
HIGH	adapters/macos-contacts/sync.py	183	except sqlite3.Error:	CODE
HIGH	adapters/macos-contacts/sync.py	194	except sqlite3.Error:	CODE
HIGH	adapters/macos-contacts/sync.py	215	except sqlite3.Error:	CODE
HIGH	adapters/obsidian/sync.py	54	except (ValueError, TypeError):	CODE
HIGH	adapters/gmail/sync.py	336	except Exception:	CODE
HIGH	adapters/macos-calendar/sync.py	214	except sqlite3.Error:	CODE
HIGH	adapters/macos-calendar/sync.py	122	except sqlite3.Error:	CODE

Excessive Try-Catch Wrapping24 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	adapters/safari-history/sync.py	77	except Exception as e:	CODE
MEDIUM	adapters/safari-history/sync.py	47	def main():	CODE
LOW	adapters/macos-contacts/sync.py	92	except Exception as e:	CODE
MEDIUM	adapters/macos-contacts/sync.py	66	def main():	CODE
LOW	adapters/github/sync.py	127	except Exception as e:	CODE
LOW	adapters/github/sync.py	145	except Exception as e:	CODE
LOW	adapters/github/sync.py	175	except Exception as e:	CODE
LOW	adapters/github/sync.py	262	except Exception as e:	CODE
LOW	adapters/obsidian/sync.py	193	except Exception as e:	CODE
LOW	adapters/apple-notes/sync.py	74	except Exception as e:	CODE
MEDIUM	adapters/apple-notes/sync.py	47	def main():	CODE
LOW	adapters/chrome-history/sync.py	77	except Exception as e:	CODE
MEDIUM	adapters/chrome-history/sync.py	42	def main():	CODE
LOW	adapters/chrome-bookmarks/sync.py	110	except Exception as e:	CODE
MEDIUM	adapters/chrome-bookmarks/sync.py	87	def main():	CODE
LOW	adapters/gmail/sync.py	170	except Exception:	CODE
LOW	adapters/gmail/sync.py	336	except Exception:	CODE
LOW	adapters/gmail/sync.py	492	except Exception as e:	CODE
LOW	adapters/opencode/sync.py	124	except Exception as e:	CODE
MEDIUM	adapters/opencode/sync.py	94	def main():	CODE
LOW	adapters/macos-calendar/sync.py	88	except Exception as e:	CODE
MEDIUM	adapters/macos-calendar/sync.py	60	def main():	CODE
MEDIUM	…s/swift-client/Examples/LibraryManagementExample.swift	52	print("Error: \(error)")	CODE
MEDIUM	…client/Sources/SpacedriveClient/SpacedriveClient.swift	503	print("Error details: \(error.localizedDescription)")	STRING

AI Slop Vocabulary6 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM	core/benchmarks/src/cli/commands.rs	11	#[command(about = "Spacedrive benchmarking harness", long_about = None)]	COMMENT
MEDIUM	core/src/infra/action/mod.rs	3	//! This module provides a centralized, robust, and extensible layer for handling	COMMENT
MEDIUM	core/src/infra/job/traits.rs	78	// Try named first (more robust to field reordering/additions), fallback to non-named for legacy	COMMENT
MEDIUM	core/src/infra/event/log_emitter.rs	174	// Simple field extraction (this could be more robust)	COMMENT
MEDIUM	core/src/service/network/core/mod.rs	1859	/// Enhanced pairing request sending with robust active polling	COMMENT
MEDIUM	core/src/volume/fs/zfs.rs	201	// Use fast copy strategy for ZFS (can leverage clones)	COMMENT

Deep Nesting10 hits · 10 pts

Severity	File	Line	Context
LOW	adapters/macos-contacts/sync.py	66	CODE
LOW	adapters/github/sync.py	30	CODE
LOW	adapters/github/sync.py	97	CODE
LOW	adapters/slack/sync.py	49	CODE
LOW	adapters/obsidian/sync.py	63	CODE
LOW	adapters/gmail/sync.py	46	CODE
LOW	adapters/gmail/sync.py	265	CODE
LOW	adapters/opencode/sync.py	56	CODE
LOW	adapters/opencode/sync.py	94	CODE
LOW	adapters/macos-calendar/sync.py	60	CODE

Redundant / Tautological Comments6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	core/scripts/test_daemon.sh	14	# Check if daemon is still running	COMMENT
LOW	adapters/gmail/sync.py	482	# Set cursor to current history ID for next incremental sync	COMMENT
LOW	scripts/test-data.sh	10	# Check if curl and tar are available	COMMENT
LOW	apps/server/build-for-truenas.sh	15	# Check if buildx is available	COMMENT
LOW	apps/server/docker-run.sh	9	# Check if .env exists	COMMENT
LOW	apps/server/docker-run.sh	20	# Check if docker-compose is available	COMMENT

Slop Phrases3 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	crates/crypto/src/protected.rs	3	//! It's worth noting that this wrapper does not provide additional security that you can't get manually, it just makes	COMMENT
MEDIUM	crates/images/src/heif.rs	66	// This implementation is ENTIRELY untested, as I'm unable to source	COMMENT
MEDIUM	apps/tauri/src-tauri/gen/schemas/acl-manifests.json	1	{"clipboard-manager":{"default_permission":{"identifier":"default","description":"No features are enabled by default, as	CODE

Hyper-Verbose Identifiers8 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	adapters/gmail/sync.py	265	def sync_messages_incremental(token: str, user: str, history_id: str, max_results: int):	CODE
LOW	packages/interface/src/Shell.tsx	36	function DesktopStartupCoordinator() {	CODE
LOW	…kages/interface/src/contexts/WebContextMenuContext.tsx	26	export function useWebContextMenuController(): WebContextMenuController \| null {	CODE
LOW	…/src/components/overlays/DaemonDisconnectedOverlay.tsx	35	export function DaemonDisconnectedOverlay({	CODE
LOW	…erface/src/routes/explorer/hooks/useNavigationFocus.ts	26	function usePublishNavigationFocus(): void {	CODE
LOW	apps/tauri/src/contextMenu.ts	56	export function initializeContextMenuHandler() {	CODE
LOW	apps/tauri/src/updater.example.ts	279	export function startPeriodicUpdateChecks(	CODE
LOW	apps/tauri/src/lib/assetPath.ts	9	export function normalizeAssetProtocolPath(filePath: string): string {	CODE

Fake / Example Data7 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	AGENTS.md	460	//! let input = ShareFileInput { file_id: 123, recipient: "user@example.com" };	COMMENT
LOW	crates/archive/README.md	37	"email": "user@example.com"	CODE
LOW	crates/archive/README.md	156	{"email": "user@example.com", "cursor": "abc123"}	CODE
LOW	core/tests/typescript_bridge_test.rs	279	"Lorem ipsum dolor sit amet. ".repeat(100)	CODE
LOW	core/tests/typescript_bridge_test.rs	279	"Lorem ipsum dolor sit amet. ".repeat(100)	CODE
LOW	core/src/service/network/device/registry.rs	818	node_id: "placeholder".to_string(), // Will be filled in by caller	CODE
LOW	core/src/service/network/device/registry.rs	819	public_key_hash: "placeholder".to_string(),	CODE

Modern AI Meta-Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/plans/2026-08-27-gpui-handoff.md	92	### Step 1, the two guardrails	COMMENT
MEDIUM	apps/native/src/theme.rs	30	/// The whole surface is carried even though the scaffold reads only part of	COMMENT

spacedriveapp/spacedrive

Open-Source Code Quality, Security and Technical Debt Review