AI Slop Code RIsk Monitor

BurntSushi/ripgrep

ripgrep recursively searches directories for a regex pattern while respecting your gitignore

5.8 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for BurntSushi/ripgrep, a Rust project with 69,012 GitHub stars. SynthScan examined 66,016 lines of code across 159 source files, recording 353 pattern matches distributed across 5 syntactic categories. The legacy adjusted pattern signal is 5.8 (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.

5.8
Adjusted Signal
5.8
Raw Pattern Score
100%
Time Factor
2026-08-04
Last Push
69.0K
Stars
Rust
Language
66.0K
Lines of Code
159
Files
353
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 24.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 348 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 1.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 5 finding(s).

PR Review Velocity Impact 25.1/100 · MEDIUM

Which changes need focused human review? 353 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 2MEDIUM 9LOW 342

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 353 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 Block340 hits · 335 pts
SeverityFileLineSnippetContext
LOWcrates/searcher/src/line_buffer.rs1use std::io;COMMENT
LOWcrates/searcher/src/line_buffer.rs41COMMENT
LOWcrates/searcher/src/line_buffer.rs141 pub(crate) fn capacity(COMMENT
LOWcrates/searcher/src/line_buffer.rs161 &mut self,COMMENT
LOWcrates/searcher/src/line_buffer.rs241 }COMMENT
LOWcrates/searcher/src/line_buffer.rs281 /// This is a convenience function for `consume(buffer.len())`.COMMENT
LOWcrates/searcher/src/line_buffer.rs301 pos: usize,COMMENT
LOWcrates/searcher/src/line_buffer.rs381 ///COMMENT
LOWcrates/searcher/src/sink.rs61COMMENT
LOWcrates/searcher/src/sink.rs81/// this, which already implements `SinkError`.COMMENT
LOWcrates/searcher/src/sink.rs101/// [`sinks`] module.COMMENT
LOWcrates/searcher/src/sink.rs121 /// If this returns an error, then searching is stopped immediately,COMMENT
LOWcrates/searcher/src/sink.rs141 /// of the searcher.COMMENT
LOWcrates/searcher/src/sink.rs161 /// `false`, then searching is stopped immediately and `finish` is called.COMMENT
LOWcrates/searcher/src/sink.rs181 ///COMMENT
LOWcrates/searcher/src/sink.rs201 ///COMMENT
LOWcrates/searcher/src/sink.rs381 }COMMENT
LOWcrates/searcher/src/sink.rs461 &self.kindCOMMENT
LOWcrates/searcher/src/sink.rs481 self.absolute_byte_offsetCOMMENT
LOWcrates/searcher/src/sink.rs501/// `Sink`.COMMENT
LOWcrates/searcher/src/sink.rs521COMMENT
LOWcrates/searcher/src/sink.rs561 None => {COMMENT
LOWcrates/searcher/src/sink.rs621 }COMMENT
LOWcrates/searcher/src/lines.rs41/// This iterator avoids borrowing the bytes themselves, and instead requiresCOMMENT
LOWcrates/searcher/src/lines.rs61 ///COMMENT
LOWcrates/searcher/src/searcher/mod.rs41/// true, which is why binary detection is disabled by default.COMMENT
LOWcrates/searcher/src/searcher/mod.rs61 /// This is the default.COMMENT
LOWcrates/searcher/src/searcher/mod.rs81 }COMMENT
LOWcrates/searcher/src/searcher/mod.rs121///COMMENT
LOWcrates/searcher/src/searcher/mod.rs161 passthru: bool,COMMENT
LOWcrates/searcher/src/searcher/mod.rs241/// to construct a `Searcher` from a `SearcherBuilder`.COMMENT
LOWcrates/searcher/src/searcher/mod.rs361 }COMMENT
LOWcrates/searcher/src/searcher/mod.rs381 /// will be used if possible and if they are enabled, which avoids usingCOMMENT
LOWcrates/searcher/src/searcher/mod.rs421 /// Whether to enable the "passthru" feature or not.COMMENT
LOWcrates/searcher/src/searcher/mod.rs441 /// * When searching using a fixed size buffer, the heap limit controlsCOMMENT
LOWcrates/searcher/src/searcher/mod.rs461 self.config.heap_limit = bytes;COMMENT
LOWcrates/searcher/src/searcher/mod.rs481 /// the memory maps.COMMENT
LOWcrates/searcher/src/searcher/mod.rs521 /// transcoded using the encoding, unless a BOM is present. If a BOM isCOMMENT
LOWcrates/searcher/src/searcher/mod.rs541 /// Enable automatic transcoding based on BOM sniffing.COMMENT
LOWcrates/searcher/src/searcher/mod.rs561 /// This is useful for searching sorted files where it is expected that allCOMMENT
LOWcrates/searcher/src/searcher/mod.rs581 /// By default, no limit is set.COMMENT
LOWcrates/searcher/src/searcher/mod.rs601 /// public API methods, which can be queried in implementations of `Sink`COMMENT
LOWcrates/searcher/src/searcher/mod.rs621 /// multi line search. In particular, multi line searches cannot beCOMMENT
LOWcrates/searcher/src/searcher/mod.rs861 /// Returns true if and only if this searcher is configured to performCOMMENT
LOWcrates/searcher/src/searcher/mod.rs881 ///COMMENT
LOWcrates/searcher/src/searcher/mmap.rs21impl Default for MmapChoice {COMMENT
LOWcrates/searcher/src/searcher/mmap.rs41 /// without simultaneously negating some or all of their benefits.COMMENT
LOWcrates/searcher/src/searcher/glue.rs221 let line =COMMENT
LOWcrates/core/haystack.rs121 /// Returns true if and only if this entry corresponds to a haystack toCOMMENT
LOWcrates/core/main.rs21// use the system allocator. On Linux, this would normally be glibc'sCOMMENT
LOWcrates/core/main.rs421 err_message!(COMMENT
LOWcrates/core/messages.rs21static MESSAGES: AtomicBool = AtomicBool::new(false);COMMENT
LOWcrates/core/flags/hiargs.rs221 // particular, we generally want to show line numbers byCOMMENT
LOWcrates/core/flags/hiargs.rs341 /// stdout.COMMENT
LOWcrates/core/flags/hiargs.rs681 /// Generally speaking, quiet mode means that ripgrep should not printCOMMENT
LOWcrates/core/flags/hiargs.rs761 /// Given an iterator of haystacks, sort them if necessary.COMMENT
LOWcrates/core/flags/hiargs.rs861 /// the available number of cores) and whether ripgrep's mode supportsCOMMENT
LOWcrates/core/flags/hiargs.rs961/// conversions as a way to communicate changes to other conversions. ForCOMMENT
LOWcrates/core/flags/hiargs.rs1001/// The number of patterns can be empty, e.g., via `-f /dev/null`.COMMENT
LOWcrates/core/flags/hiargs.rs1081 }COMMENT
280 more matches not shown…
Decorative Section Separators5 hits · 21 pts
SeverityFileLineSnippetContext
MEDIUMcrates/core/flags/complete/rg.zsh658# ------------------------------------------------------------------------------COMMENT
MEDIUM⚡crates/core/flags/complete/rg.zsh683# ------------------------------------------------------------------------------COMMENT
MEDIUM⚡crates/core/flags/complete/rg.zsh685# -----------COMMENT
MEDIUM⚡crates/core/flags/complete/rg.zsh689# ------------------------------------------------------------------------------COMMENT
MEDIUM⚡crates/core/flags/complete/rg.zsh696# ------------------------------------------------------------------------------COMMENT
AI Response Leakage2 hits · 15 pts
SeverityFileLineSnippetContext
HIGHcrates/core/flags/complete/rg.zsh567# The next line defines `--color`. In this example, `--color` doesn't have aCOMMENT
HIGHcrates/core/flags/complete/rg.zsh578# The last line defines an operand (a non-option argument). In this example, theCOMMENT
AI Slop Vocabulary5 hits · 14 pts
SeverityFileLineSnippetContext
MEDIUMcrates/core/flags/lowargs.rs246 /// Automatically determine the binary mode to use. Essentially, whenCOMMENT
MEDIUMcrates/core/flags/complete/rg.zsh512# comprehensive; it covers just enough of the basic structure, syntax, andCOMMENT
MEDIUMcrates/cli/src/decompress.rs287/// The purpose of this reader is to provide a seamless way to decompress theCOMMENT
MEDIUMtests/util.rs522/// how to disable it. Absolutely fucking bonkers.COMMENT
LOW.github/workflows/ci.yml39 # different OS will just use normal cargo.COMMENT
Structural Annotation Overuse1 hit · 2 pts
SeverityFileLineSnippetContext
LOWcrates/ignore/src/gitignore.rs217 /// NOTE: This method is more expensive than walking the directory hierarchyCOMMENT