2.2

Adjusted Signal

2.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

14.7K

Stars

Rust

Language

39.1K

Lines of Code

122

Files

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 10.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 81 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 0 finding(s).

PR Review Velocity Impact 10.1/100 · LOW

Which changes need focused human review? 81 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 0MEDIUM 1LOW 80

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 81 distinct pattern matches across 5 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 Block75 hits · 75 pts

Severity	File	Line	Snippet	Context
LOW	.pipelines/release.yml	81	# Binaries will go here.	COMMENT
LOW	.pipelines/release.yml	121	additionalTargets: x86_64-pc-windows-msvc aarch64-pc-windows-msvc	COMMENT
LOW	crates/edit/src/vt.rs	21	/// A CSI sequence started with `ESC [`.	COMMENT
LOW	crates/edit/src/vt.rs	81		COMMENT
LOW	crates/edit/src/float.rs	1	// Copyright (c) Microsoft Corporation.	COMMENT
LOW	crates/edit/src/icu.rs	261		COMMENT
LOW	crates/edit/src/icu.rs	281		COMMENT
LOW	crates/edit/src/icu.rs	681	/// initially and it'll trigger ICU to reload the text and invalidate its caches.	COMMENT
LOW	crates/edit/src/icu.rs	921	// followed by functions in this order:	COMMENT
LOW	crates/edit/src/fuzzy.rs	41	let mut matches = BVec::empty();	COMMENT
LOW	crates/edit/src/helpers.rs	181	/// Uses `unsafe` so that the debug performance isn't too bad.	COMMENT
LOW	crates/edit/src/document.rs	21	/// * You should not assume that offsets are at grapheme cluster boundaries.	COMMENT
LOW	crates/edit/src/input.rs	1	// Copyright (c) Microsoft Corporation.	COMMENT
LOW	crates/edit/src/input.rs	461	/// Once we encounter the start of a bracketed paste	COMMENT
LOW	crates/edit/src/framebuffer.rs	81	StraightRgba::from_rgba(0xfc74ffff), // BrightMagenta	COMMENT
LOW	crates/edit/src/framebuffer.rs	301	let content_offset = content_offset as i64 * 8;	COMMENT
LOW	crates/edit/src/framebuffer.rs	661	) {	COMMENT
LOW	crates/edit/src/tui.rs	1	// Copyright (c) Microsoft Corporation.	COMMENT
LOW	crates/edit/src/tui.rs	21	//!	COMMENT
LOW	crates/edit/src/tui.rs	41	//! a direct mirror of the code "layout" that created it.	COMMENT
LOW	crates/edit/src/tui.rs	61	//! hit tests, caching scroll offsets, and so on.	COMMENT
LOW	crates/edit/src/tui.rs	81	//!	COMMENT
LOW	crates/edit/src/tui.rs	101	//! fn main() {	COMMENT
LOW	crates/edit/src/tui.rs	121	//! // Render the output.	COMMENT
LOW	crates/edit/src/tui.rs	221	/// Informs you about the change that was made to the list selection.	COMMENT
LOW	crates/edit/src/tui.rs	321	modal_default_fg: StraightRgba,	COMMENT
LOW	crates/edit/src/tui.rs	341	mouse_state: InputMouseState,	COMMENT
LOW	crates/edit/src/unicode/measurement.rs	21	#[inline]	COMMENT
LOW	crates/edit/src/unicode/measurement.rs	41	///	COMMENT
LOW	crates/edit/src/unicode/measurement.rs	101	pub fn goto_offset(&mut self, offset: usize) -> Cursor {	COMMENT
LOW	crates/edit/src/unicode/measurement.rs	121	///	COMMENT
LOW	crates/edit/src/unicode/measurement.rs	341	// If we're here, we hit our target. Now the only question is:	COMMENT
LOW	crates/edit/src/unicode/utf8.rs	1	// Copyright (c) Microsoft Corporation.	COMMENT
LOW	crates/edit/src/unicode/utf8.rs	121	self.offset += 1;	COMMENT
LOW	crates/edit/src/simd/memset.rs	1	// Copyright (c) Microsoft Corporation.	COMMENT
LOW	crates/edit/src/simd/lines_bwd.rs	1	// Copyright (c) Microsoft Corporation.	COMMENT
LOW	crates/edit/src/sys/windows.rs	41	}	COMMENT
LOW	crates/edit/src/arena/scratch.rs	81	for s in &mut S_SCRATCH[..] {	COMMENT
LOW	crates/edit/src/arena/release.rs	21	/// If you have never used an arena allocator before, think of it as	COMMENT
LOW	crates/edit/src/arena/debug.rs	1	// Copyright (c) Microsoft Corporation.	COMMENT
LOW	crates/edit/src/arena/debug.rs	21	/// ```should_panic	COMMENT
LOW	crates/edit/src/collections/vec.rs	81	/// It's not marked as `unsafe`, because people count the "unsafe" keyword as a measure of safety	COMMENT
LOW	crates/edit/src/buffer/gap_buffer.rs	41	/// so that pushing into it doesn't reallocate every single time. A gap buffer	COMMENT
LOW	crates/edit/src/buffer/gap_buffer.rs	181		COMMENT
LOW	crates/edit/src/buffer/mod.rs	1	// Copyright (c) Microsoft Corporation.	COMMENT
LOW	crates/edit/src/buffer/mod.rs	181	/// The ICU `URegularExpression` object.	COMMENT
LOW	crates/edit/src/buffer/mod.rs	221	}	COMMENT
LOW	crates/edit/src/buffer/mod.rs	2221	};	COMMENT
LOW	crates/edit/src/buffer/mod.rs	3021	debug_assert!(!entry.deleted.is_empty() \|\| !entry.added.is_empty());	COMMENT
LOW	crates/unicode-gen/src/rules.rs	1	// Copyright (c) Microsoft Corporation.	COMMENT
LOW	crates/unicode-gen/src/rules.rs	21	//	COMMENT
LOW	crates/unicode-gen/src/rules.rs	41	// Do not break within emoji modifier sequences or emoji zwj sequences.	COMMENT
LOW	crates/unicode-gen/src/rules.rs	101	];	COMMENT
LOW	crates/unicode-gen/src/rules.rs	121	// Mandatory breaks:	COMMENT
LOW	crates/unicode-gen/src/rules.rs	141	// LB10: Treat any remaining combining mark or ZWJ as AL.	COMMENT
LOW	crates/unicode-gen/src/rules.rs	161	// LB14: Do not break after '[', even after spaces.	COMMENT
LOW	crates/unicode-gen/src/rules.rs	181	// LB19: Do not break before non-initial unresolved quotation marks, such as ' ” ' or ' " ', nor after non-final unreso	COMMENT
LOW	crates/unicode-gen/src/rules.rs	201	// > If used as hyphen, it acts like U+2010 HYPHEN, which has line break class BA.	COMMENT
LOW	crates/unicode-gen/src/rules.rs	221	// ~ CP × PO modified from NU ( SY \| IS )* CP × PO	COMMENT
LOW	crates/unicode-gen/src/rules.rs	241	// ✗ Our ucd_* functions never break within grapheme clusters.	COMMENT
15 more matches not shown…

Verbosity Indicators2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	crates/edit/src/unicode/sanitize.rs	39	// So, we need to check if the original bytes were actually invalid UTF8 (slow path).	COMMENT
LOW	crates/edit/src/buffer/mod.rs	1016	// If the last chunk ended on a CR, we need to check if it was a CRLF sequence.	COMMENT

Slop Phrases2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	crates/edit/src/sys/unix.rs	32	/// Don't forget to release the memory when you're done with it or you'll leak it.	COMMENT
LOW	crates/edit/src/sys/windows.rs	31	/// Don't forget to release the memory when you're done with it or you'll leak it.	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	crates/edit/src/buffer/mod.rs	3332	/// Essentially a [`std::io::BufWriter`] but for [`Arena`].	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	assets/highlighting-tests/python.py	93	def helper():	CODE

microsoft/edit

Open-Source Code Quality, Security and Technical Debt Review