AI Slop Code RIsk Monitor

alacritty/alacritty

A cross-platform, OpenGL terminal emulator.

5.3 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for alacritty/alacritty, a Rust project with 65,924 GitHub stars. SynthScan examined 39,194 lines of code across 246 source files, recording 59 pattern matches distributed across 6 syntactic categories. The legacy adjusted pattern signal is 5.3 (Moderate pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

5.3
Adjusted Signal
5.3
Raw Pattern Score
100%
Time Factor
2026-10-05
Last Push
65.9K
Stars
Rust
Language
39.2K
Lines of Code
246
Files
59
Pattern Hits
2026-10-12
Scan Date
0.04
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 5.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 38 finding(s).

Hallucinated Dependency & Supply Chain Risk 14.4/100 · LOW

Are imports declared and package/API names verified? 11 finding(s).

Agent Over-Engineering Ratio 5.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 10 finding(s).

PR Review Velocity Impact 18.7/100 · LOW

Which changes need focused human review? 59 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 9HIGH 0MEDIUM 11LOW 39

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 59 distinct pattern matches across 6 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.

Hallucination Indicators9 hits · 120 pts
SeverityFileLineSnippetContext
CRITICALalacritty/src/window_context.rs309 self.display.window.set_title(self.config.window.identity.title.clone());CODE
CRITICALalacritty_terminal/src/term/mod.rs989 let extra = self.grid.cursor.template.extra.clone();CODE
CRITICAL⚡alacritty_terminal/src/term/mod.rs1110 self.grid.cursor.template.flags.insert(Flags::LEADING_WIDE_CHAR_SPACER);CODE
CRITICAL⚡alacritty_terminal/src/term/mod.rs1112 self.grid.cursor.template.flags.remove(Flags::LEADING_WIDE_CHAR_SPACER);CODE
CRITICAL⚡alacritty_terminal/src/term/mod.rs1122 self.grid.cursor.template.flags.insert(Flags::WIDE_CHAR);CODE
CRITICAL⚡alacritty_terminal/src/term/mod.rs1124 self.grid.cursor.template.flags.remove(Flags::WIDE_CHAR);CODE
CRITICAL⚡alacritty_terminal/src/term/mod.rs1128 self.grid.cursor.template.flags.insert(Flags::WIDE_CHAR_SPACER);CODE
CRITICAL⚡alacritty_terminal/src/term/mod.rs1130 self.grid.cursor.template.flags.remove(Flags::WIDE_CHAR_SPACER);CODE
CRITICALalacritty_terminal/src/term/mod.rs1247 let column = self.grid.cursor.point.column.saturating_sub(cols);CODE
Decorative Section Separators10 hits · 45 pts
SeverityFileLineSnippetContext
MEDIUM⚡alacritty/src/renderer/text/atlas.rs20/// ┌─────┬─────┬─────┬─────┬─────┐COMMENT
MEDIUM⚡alacritty/src/renderer/text/atlas.rs23/// ├─────┼─────┼─────┼─────┼─────┤COMMENT
MEDIUM⚡alacritty/src/renderer/text/atlas.rs26/// ├─────┼─────┼─────┼─────┴─────┤ <- Row height is tallest glyph in row; this isCOMMENT
MEDIUM⚡alacritty/src/renderer/text/atlas.rs29/// └─────┴─────┴─────┴───────────┘ fit in the row.COMMENT
MEDIUM⚡alacritty_terminal/src/grid/mod.rs84/// ┌─────────────────────────┐ <-- max_scroll_limit + linesCOMMENT
MEDIUM⚡alacritty_terminal/src/grid/mod.rs88/// ├─────────────────────────┤ <-- self.raw.inner.len()COMMENT
MEDIUM⚡alacritty_terminal/src/grid/mod.rs92/// ├─────────────────────────┤ <-- self.history_size() + linesCOMMENT
MEDIUM⚡alacritty_terminal/src/grid/mod.rs96/// ├─────────────────────────┤v linesCOMMENT
MEDIUM⚡alacritty_terminal/src/grid/mod.rs100/// ├─────────────────────────┤^ <-- display_offsetCOMMENT
MEDIUM⚡alacritty_terminal/src/grid/mod.rs104/// └─────────────────────────┘ <-- zeroCOMMENT
Over-Commented Block36 hits · 36 pts
SeverityFileLineSnippetContext
LOWalacritty/src/event.rs1381 // Write filtered escape sequences.COMMENT
LOWalacritty/src/daemon.rs81 // > pthread_atfork() are async-signal-safe. [...] It is therefore undefined for theCOMMENT
LOWalacritty/src/main.rs201 let _files = TemporaryFiles {COMMENT
LOWalacritty/src/cli.rs21#[derive(Parser, Default, Debug)]COMMENT
LOWalacritty/src/cli.rs41COMMENT
LOWalacritty/src/cli.rs241/// Send a message to the Alacritty socket.COMMENT
LOWalacritty/src/cli.rs321 ParsedOptions::from_options(&self.option)COMMENT
LOWalacritty/src/cli.rs561 // clap_complete::generate(Shell::Bash, &mut clap, "alacritty", &mut file);COMMENT
LOWalacritty/src/renderer/text/builtin_font.rs701 let _r = self._r / rhs;COMMENT
LOWalacritty/src/renderer/text/gles2.rs461 /// Projection scale and offset uniform.COMMENT
LOWalacritty/src/renderer/text/atlas.rs21/// │ 10 │ │ │ │ │ <- Empty spaces; can be filled whileCOMMENT
LOWalacritty/src/renderer/text/atlas.rs41 height: i32,COMMENT
LOWalacritty/src/config/bell.rs41COMMENT
LOWalacritty/src/config/ui_config.rs341#[derive(Deserialize, Serialize, Clone, Debug, PartialEq, Eq)]COMMENT
LOWalacritty/src/input/keyboard.rs181COMMENT
LOWalacritty/src/display/meter.rs1//! Rendering time meter.COMMENT
LOWalacritty_terminal/src/event.rs21 /// Reset to the default window title.COMMENT
LOWalacritty_terminal/src/selection.rs101///COMMENT
LOWalacritty_terminal/src/selection.rs461 /// 2. [ ][B ]COMMENT
LOWalacritty_terminal/src/tty/mod.rs21/// Configuration for the `Pty` interface.COMMENT
LOWalacritty_terminal/src/tty/mod.rs81#[derive(Debug, PartialEq, Eq)]COMMENT
LOWalacritty_terminal/src/term/color.rs1use std::ops::{Index, IndexMut};COMMENT
LOWalacritty_terminal/src/term/mod.rs441 selection: Default::default(),COMMENT
LOWalacritty_terminal/src/term/mod.rs1441COMMENT
LOWalacritty_terminal/src/term/mod.rs2441 fn screen_lines(&self) -> usize {COMMENT
LOWalacritty_terminal/src/term/search.rs341 //COMMENT
LOWalacritty_terminal/src/grid/mod.rs81/// Grid based terminal content storage.COMMENT
LOWalacritty_terminal/src/grid/mod.rs101/// │ │COMMENT
LOWalacritty_terminal/src/grid/mod.rs201COMMENT
LOWalacritty_terminal/src/grid/storage.rs21/// As a consequence, both [`Index`] and [`IndexMut`] are reimplemented for this type to accountCOMMENT
LOWalacritty_terminal/src/grid/storage.rs341 /// 2: -COMMENT
LOWalacritty_terminal/src/grid/storage.rs381 /// 1: 0 <- ZeroCOMMENT
LOWalacritty_terminal/src/grid/storage.rs481 visible_lines: 2,COMMENT
LOWalacritty_terminal/src/grid/storage.rs541 assert_eq!(storage.inner, expected.inner);COMMENT
LOWalacritty_terminal/src/grid/storage.rs621 assert_eq!(storage.inner, expected.inner);COMMENT
LOWalacritty_terminal/src/grid/storage.rs641 /// 5: 3 <- HiddenCOMMENT
Self-Referential Comments1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUM.github/workflows/upload_asset.sh44# Create a new release if we didn't find one for this tag.COMMENT
Fake / Example Data2 hits · 2 pts
SeverityFileLineSnippetContext
LOWalacritty/src/config/ui_config.rs695 "mailto:example@example.org",CODE
LOWalacritty/src/config/ui_config.rs724 "mailto: example@example.org",CODE
AI Slop Vocabulary1 hit · 2 pts
SeverityFileLineSnippetContext
LOW.github/workflows/upload_asset.sh28# Since this might be a draft release, we can't just use the /releases/tags/:tagCOMMENT