AI Slop Code RIsk Monitor

rust-lang/rustfmt

Format Rust code

8.0 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for rust-lang/rustfmt, a Rust project with 6,987 GitHub stars. SynthScan examined 109,929 lines of code across 2118 source files, recording 558 pattern matches distributed across 6 syntactic categories. The legacy adjusted pattern signal is 8.0 (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.

8.0
Adjusted Signal
8.0
Raw Pattern Score
100%
Time Factor
2026-10-10
Last Push
7.0K
Stars
Rust
Language
109.9K
Lines of Code
2.1K
Files
558
Pattern Hits
2026-10-12
Scan Date
0.01
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 16.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 307 finding(s).

Hallucinated Dependency & Supply Chain Risk 18.8/100 · LOW

Are imports declared and package/API names verified? 241 finding(s).

Agent Over-Engineering Ratio 1.6/100 · LOW

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

PR Review Velocity Impact 25.4/100 · MEDIUM

Which changes need focused human review? 558 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 12MEDIUM 13LOW 533

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 558 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.

Fake / Example Data241 hits · 459 pts
SeverityFileLineSnippetContext
LOW⚡Configurations.md438// Lorem ipsum dolor sit amet, consectetur adipiscing elit.COMMENT
LOW⚡Configurations.md438// Lorem ipsum dolor sit amet, consectetur adipiscing elit.COMMENT
LOW⚡Configurations.md443// Lorem ipsum dolor sit amet,COMMENT
LOW⚡Configurations.md443// Lorem ipsum dolor sit amet,COMMENT
LOW⚡Configurations.md3312// Lorem ipsum dolor sit amet, consectetur adipiscing elit,COMMENT
LOW⚡Configurations.md3312// Lorem ipsum dolor sit amet, consectetur adipiscing elit,COMMENT
LOW⚡Configurations.md3318// Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aCOMMENT
LOW⚡Configurations.md3318// Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aCOMMENT
LOW⚡Configurations.md3320// Information on the lorem ipsum can be found at the following url: https://en.wikipedia.org/wiki/Lorem_ipsum. Its textCOMMENT
LOW⚡Configurations.md3320// Information on the lorem ipsum can be found at the following url: https://en.wikipedia.org/wiki/Lorem_ipsum. Its textCOMMENT
LOW⚡Configurations.md3329// Lorem ipsum dolor sit amet, consectetur adipiscing elit,COMMENT
LOW⚡Configurations.md3329// Lorem ipsum dolor sit amet, consectetur adipiscing elit,COMMENT
LOW⚡Configurations.md3335// Lorem ipsum dolor sit amet, consectetur adipiscing elit,COMMENT
LOW⚡Configurations.md3335// Lorem ipsum dolor sit amet, consectetur adipiscing elit,COMMENT
LOW⚡Configurations.md3341// Information on the lorem ipsum can be found at the following url: https://en.wikipedia.org/wiki/Lorem_ipsum. Its textCOMMENT
LOW⚡Configurations.md3341// Information on the lorem ipsum can be found at the following url: https://en.wikipedia.org/wiki/Lorem_ipsum. Its textCOMMENT
LOW⚡Configurations.md1221 let lorem = "ipsum dolor sit amet consectetur adipiscing elit lorem ipsum dolor sit amet consectetur adipiscing";CODE
LOW⚡Configurations.md1221 let lorem = "ipsum dolor sit amet consectetur adipiscing elit lorem ipsum dolor sit amet consectetur adipiscing";CODE
LOW⚡Configurations.md1229 let lorem = "ipsum dolor sit amet consectetur adipiscing elit lorem ipsum dolor sit amet \CODE
LOW⚡Configurations.md1229 let lorem = "ipsum dolor sit amet consectetur adipiscing elit lorem ipsum dolor sit amet \CODE
LOWConfigurations.md2125// Lorem ipsum:COMMENT
LOWConfigurations.md2135// Lorem ipsum:COMMENT
LOW⚡tests/target/comment4.rs11 /* Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec aCOMMENT
LOW⚡tests/target/comment4.rs11 /* Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec aCOMMENT
LOW⚡tests/target/comment4.rs16 * libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sitCOMMENT
LOWtests/target/struct_lits_visual_multiline.rs35 A { // Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec a diam lectus. Sed sitCODE
LOWtests/target/struct_lits_visual_multiline.rs35 A { // Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec a diam lectus. Sed sitCODE
LOW⚡tests/target/comment5.rs5//@ Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec adiam lectus.COMMENT
LOW⚡tests/target/comment5.rs5//@ Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec adiam lectus.COMMENT
LOW⚡tests/target/comment5.rs12//@@@ Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec adiamCOMMENT
LOW⚡tests/target/comment5.rs12//@@@ Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec adiamCOMMENT
LOW⚡tests/target/comment.rs6 //! Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec a diamCOMMENT
LOW⚡tests/target/comment.rs6 //! Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec a diamCOMMENT
LOW⚡tests/target/comment.rs15 // Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec aCOMMENT
LOW⚡tests/target/comment.rs15 // Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec aCOMMENT
LOW⚡tests/target/comment.rs20 // libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sitCOMMENT
LOWtests/target/struct_tuple_visual.rs22 A(// Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec a diam lectus. Sed sitCODE
LOWtests/target/struct_tuple_visual.rs22 A(// Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec a diam lectus. Sed sitCODE
LOWtests/target/issue-4210-disabled.rs14/// | long val | Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et COMMENT
LOWtests/target/issue-4210-disabled.rs14/// | long val | Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et COMMENT
LOW⚡tests/target/issue-4079.rs4 * Lorem ipsum dolor sit amet, consectetur adipiscing elit. In laciniaCOMMENT
LOW⚡tests/target/issue-4079.rs4 * Lorem ipsum dolor sit amet, consectetur adipiscing elit. In laciniaCOMMENT
LOW⚡tests/target/issue-4079.rs9/*! Lorem ipsum dolor sit amet, consectetur adipiscing elit. In laciniaCOMMENT
LOW⚡tests/target/issue-4079.rs9/*! Lorem ipsum dolor sit amet, consectetur adipiscing elit. In laciniaCOMMENT
LOWtests/target/struct_lits_visual.rs35 A { // Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec a diam lectus. Sed sitCODE
LOWtests/target/struct_lits_visual.rs35 A { // Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec a diam lectus. Sed sitCODE
LOWtests/target/struct_lits.rs42 // Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec a diam lectus. Sed sitCOMMENT
LOWtests/target/struct_lits.rs42 // Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec a diam lectus. Sed sitCOMMENT
LOWtests/target/struct_lits_multiline.rs52 // Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec a diam lectus. Sed sitCOMMENT
LOWtests/target/struct_lits_multiline.rs52 // Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec a diam lectus. Sed sitCOMMENT
LOWtests/target/issue-4210.rs14/// | long val | Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et COMMENT
LOWtests/target/issue-4210.rs14/// | long val | Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et COMMENT
LOW⚡tests/target/issue-4791/issue_4928.rs21/// Lorem ipsum dolor sit amet.COMMENT
LOW⚡tests/target/issue-4791/issue_4928.rs21/// Lorem ipsum dolor sit amet.COMMENT
LOW⚡tests/target/issue-4791/issue_4928.rs26 /// Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididuntCOMMENT
LOW⚡tests/target/issue-4791/issue_4928.rs26 /// Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididuntCOMMENT
LOWtests/target/itemized-blocks/urls.rs19//! - Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Vestibulum semCOMMENT
LOWtests/target/itemized-blocks/urls.rs19//! - Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Vestibulum semCOMMENT
LOWtests/target/issue-4036/two.rs7 "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor \CODE
LOWtests/target/issue-4036/two.rs7 "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor \CODE
181 more matches not shown…
Over-Commented Block291 hits · 288 pts
SeverityFileLineSnippetContext
LOWtriagebot.toml101# `S-waiting-on-author`, `S-blocked`}.COMMENT
LOWConfigurations.md1001- **Stable**: No (tracking issue: [#3348](https://github.com/rust-lang/rustfmt/issues/3348))COMMENT
LOWConfigurations.md1021fn add_one(x: i32) -> i32 {COMMENT
LOWConfigurations.md1801// Leading pipes are removed from this:COMMENT
LOWConfigurations.md1821 _ => {}COMMENT
LOWConfigurations.md3321COMMENT
LOWconfig_proc_macro/src/lib.rs21 #[cfg(feature = "debug-with-rustfmt")]COMMENT
LOWconfig_proc_macro/src/lib.rs41pub fn nightly_only_test(_args: TokenStream, input: TokenStream) -> TokenStream {COMMENT
LOWconfig_proc_macro/src/attrs.rs1//! This module provides utilities for handling attributes on variantsCOMMENT
LOWtests/target/comment_crlf_newline.rs1// rustfmt-normalize_comments: trueCOMMENT
LOWtests/target/where-clause-comment-wrap-issue-7148.rs1// rustfmt-wrap_comments: trueCOMMENT
LOWtests/target/issue-2346.rs1// rustfmt-normalize_comments: trueCOMMENT
LOWtests/target/issue-2197.rs1// rustfmt-max_width: 79COMMENT
LOWtests/target/markdown-comment.rs1// Preserve two trailing whitespaces in doc comment,COMMENT
LOWtests/target/soft-wrapping.rs1// rustfmt-wrap_comments: trueCOMMENT
LOWtests/target/issue-3787.rs1// rustfmt-wrap_comments: trueCOMMENT
LOWtests/target/unsafe_attributes.rs1// https://github.com/rust-lang/rust/issues/123757COMMENT
LOWtests/target/unsafe_attributes.rs21#![unsafe(simple::path::tt[a b c])]COMMENT
LOWtests/target/issue-2111.rs21 // ModelRequests,COMMENT
LOWtests/target/doc-comment-with-example.rs1// rustfmt-format_code_in_doc_comments: trueCOMMENT
LOWtests/target/issue-3751.rs1// rustfmt-format_code_in_doc_comments: trueCOMMENT
LOWtests/target/issue_4573.rs1// rustmft-version:TwoCOMMENT
LOWtests/target/mulit-file.rs1// Tests that where a single file is referred to in multiple places, we don'tCOMMENT
LOWtests/target/issue-4041.rs1// rustfmt-wrap_comments: trueCOMMENT
LOWtests/target/multiple.rs1// rustfmt-normalize_comments: trueCOMMENT
LOWtests/target/comment5.rs1// rustfmt-normalize_comments: trueCOMMENT
LOWtests/target/issue-2523.rs1// rustfmt-normalize_comments: trueCOMMENT
LOW…doc_attributes_should_not_imply_format_doc_comments.rs1// rustfmt-normalize_doc_attributes: trueCOMMENT
LOWtests/target/comment.rs1// rustfmt-normalize_comments: trueCOMMENT
LOWtests/target/comment.rs21 // amet, consectetur adipiscing elit. Aenean ut gravida lorem. Ut turpisCOMMENT
LOWtests/target/issue_5907.rs1// rustfmt-format_code_in_doc_comments: trueCOMMENT
LOWtests/target/issue-5136-3.rs1// rustfmt-file_lines: []COMMENT
LOWtests/target/issue-691.rs1// rustfmt-normalize_comments: trueCOMMENT
LOWtests/target/issue-3105.rs1// rustfmt-wrap_comments: trueCOMMENT
LOWtests/target/let_else_v2.rs21COMMENT
LOWtests/target/issue-3182.rs1// rustfmt-max_width: 79COMMENT
LOWtests/target/issue-6832.rs1// rustfmt-format_code_in_doc_comments: trueCOMMENT
LOWtests/target/let_else.rs101COMMENT
LOWtests/target/let_else.rs121COMMENT
LOWtests/target/let_else.rs181 // Because the initializer expr is multi-lined the else is placed on it's own line.COMMENT
LOWtests/target/issue-4210-disabled.rs1// rustfmt-wrap_comments: falseCOMMENT
LOWtests/target/issue-5136-2.rs1 use std;COMMENT
LOWtests/target/issue-5030.rs1// rustfmt-imports_granularity: ItemCOMMENT
LOWtests/target/issue-5136-5.rs1// rustfmt-file_lines: []COMMENT
LOWtests/target/issue-3224.rs1// rustfmt-wrap_comments: trueCOMMENT
LOWtests/target/issue-5095.rs21COMMENT
LOWtests/target/issue-5023.rs1// rustfmt-wrap_comments: trueCOMMENT
LOWtests/target/issue-683.rs1// rustfmt-normalize_comments: trueCOMMENT
LOWtests/target/issue-2896.rs61 (item_a, (item_b, num_cooccurrences, row_sum_a, row_sum_b))COMMENT
LOWtests/target/issue_4057.rs1// rustfmt-format_code_in_doc_comments: trueCOMMENT
LOWtests/target/issue-2941.rs1// rustfmt-wrap_comments: trueCOMMENT
LOWtests/target/issue-2520.rs1// rustfmt-normalize_comments: trueCOMMENT
LOWtests/target/issue-5234.rs1// rustfmt-format_code_in_doc_comments: trueCOMMENT
LOWtests/target/issue-5234.rs21/// ```COMMENT
LOWtests/target/issue-5234.rs41 /// ```COMMENT
LOWtests/target/issue-3153.rs1// rustfmt-wrap_comments: trueCOMMENT
LOWtests/target/doc-of-generic-item.rs1// Non-doc pre-comment of FooCOMMENT
LOWtests/target/doc-of-generic-item.rs21 /// doc of 'aCOMMENT
LOWtests/target/markdown-comment-with-options.rs1// rustfmt-wrap_comments: trueCOMMENT
LOWtests/target/issue-2401.rs1// rustfmt-hard_tabs = trueCOMMENT
231 more matches not shown…
Synthetic Comment Markers12 hits · 90 pts
SeverityFileLineSnippetContext
HIGHtests/target/itemized-blocks/no_wrap.rs54/// * `to` is the receiving (local) [`ActorId`], as requested by the remote theaterCOMMENT
HIGHtests/target/itemized-blocks/no_wrap.rs64/// * `to` is the receiving (local) [`ActorId`], as requested by the remote theaterCOMMENT
HIGHtests/target/itemized-blocks/no_wrap.rs78/// * `to` is the receiving (local) [`ActorId`], as requested by the remote theaterCOMMENT
HIGHtests/target/itemized-blocks/wrap.rs109/// as requested by the remote theaterCOMMENT
HIGHtests/target/itemized-blocks/wrap.rs127/// as requested by the remote theaterCOMMENT
HIGHtests/target/itemized-blocks/wrap.rs145/// as requested by the remote theaterCOMMENT
HIGHtests/source/itemized-blocks/no_wrap.rs54/// * `to` is the receiving (local) [`ActorId`], as requested by the remote theaterCOMMENT
HIGHtests/source/itemized-blocks/no_wrap.rs64/// * `to` is the receiving (local) [`ActorId`], as requested by the remote theaterCOMMENT
HIGHtests/source/itemized-blocks/no_wrap.rs78/// * `to` is the receiving (local) [`ActorId`], as requested by the remote theaterCOMMENT
HIGHtests/source/itemized-blocks/wrap.rs62/// * `to` is the receiving (local) [`ActorId`], as requested by the remote theaterCOMMENT
HIGHtests/source/itemized-blocks/wrap.rs72/// * `to` is the receiving (local) [`ActorId`], as requested by the remote theaterCOMMENT
HIGHtests/source/itemized-blocks/wrap.rs86/// * `to` is the receiving (local) [`ActorId`], as requested by the remote theaterCOMMENT
Decorative Section Separators10 hits · 36 pts
SeverityFileLineSnippetContext
MEDIUMtriagebot.toml4# ------------------------------------------------------------------------------COMMENT
MEDIUMtriagebot.toml6# ------------------------------------------------------------------------------COMMENT
MEDIUMtriagebot.toml28# ------------------------------------------------------------------------------COMMENT
MEDIUMtriagebot.toml30# ------------------------------------------------------------------------------COMMENT
MEDIUMtriagebot.toml68# ------------------------------------------------------------------------------COMMENT
MEDIUMtriagebot.toml70# ------------------------------------------------------------------------------COMMENT
MEDIUM⚡triagebot.toml105# ------------------------------------------------------------------------------COMMENT
MEDIUM⚡triagebot.toml107# ------------------------------------------------------------------------------COMMENT
MEDIUM⚡triagebot.toml111# ------------------------------------------------------------------------------COMMENT
MEDIUM⚡triagebot.toml113# ------------------------------------------------------------------------------COMMENT
AI Slop Vocabulary3 hits · 9 pts
SeverityFileLineSnippetContext
MEDIUM.github/workflows/integration.yml30 # Instead, leverage `continue-on-error`COMMENT
MEDIUMsrc/imports.rs1155 // Parse the path part of an import. This parser is not robust and is onlyCOMMENT
MEDIUMsrc/visitor.rs958 // N.B. This could be updated to utilize the version gates.COMMENT
Redundant / Tautological Comments1 hit · 2 pts
SeverityFileLineSnippetContext
LOW.github/workflows/test.yml101 # Check if all jobs that we depend on (in the needs array) were successful (or have been skipped).COMMENT