AI Slop Code RIsk Monitor

salvo-rs/salvo

A powerful web framework built with a simplified design.

5.4 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for salvo-rs/salvo, a Rust project with 4,441 GitHub stars. SynthScan examined 124,459 lines of code across 708 source files, recording 684 pattern matches distributed across 4 syntactic categories. The legacy adjusted pattern signal is 5.4 (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.

5.4
Adjusted Signal
5.4
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
4.4K
Stars
Rust
Language
124.5K
Lines of Code
708
Files
684
Pattern Hits
2026-10-12
Scan Date
0.00
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 22.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 653 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.3/100 · LOW

Are imports declared and package/API names verified? 31 finding(s).

Agent Over-Engineering Ratio 0.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 4 finding(s).

PR Review Velocity Impact 24.0/100 · LOW

Which changes need focused human review? 684 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 0LOW 684

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 684 distinct pattern matches across 4 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 Block648 hits · 631 pts
SeverityFileLineSnippetContext
LOWcrates/serde-util/src/lib.rs101}COMMENT
LOWcrates/craft/tests/craft_oapi_doc_comments.rs21 fn add_ref(&self, left: QueryParam<i64>, right: QueryParam<i64>) -> String {COMMENT
LOWcrates/craft/src/lib.rs1#![cfg_attr(test, allow(clippy::unwrap_used))]COMMENT
LOWcrates/craft/src/lib.rs21//! }COMMENT
LOWcrates/craft/src/lib.rs41//!COMMENT
LOWcrates/craft/src/lib.rs61//! }COMMENT
LOWcrates/craft/src/lib.rs81//! #[craft]COMMENT
LOWcrates/craft/src/lib.rs101//! | `Arc<Self>` | None | Explicit reference counting |COMMENT
LOWcrates/craft/src/lib.rs121//! fn with_ref(&self, value: QueryParam<i64>) -> String {COMMENT
LOWcrates/craft/src/lib.rs141//! ```COMMENT
LOWcrates/craft/src/lib.rs161//! #[craft(handler)]COMMENT
LOWcrates/core/src/test.rs1//! Utilities for testing application.COMMENT
LOWcrates/core/src/test.rs21//! }COMMENT
LOWcrates/core/src/depot.rs1use std::any::{Any, TypeId, type_name};COMMENT
LOWcrates/core/src/depot.rs21/// }COMMENT
LOWcrates/core/src/depot.rs101impl Depot {COMMENT
LOWcrates/core/src/error.rs1//! Error types and handling for Salvo.COMMENT
LOWcrates/core/src/error.rs21//! ```ignoreCOMMENT
LOWcrates/core/src/error.rs61COMMENT
LOWcrates/core/src/error.rs81/// let io_err: Error = std::io::Error::new(std::io::ErrorKind::NotFound, "file not found").into();COMMENT
LOWcrates/core/src/error.rs101 /// These errors typically occur during low-level HTTP processing.COMMENT
LOWcrates/core/src/error.rs121 InvalidUri(http::uri::InvalidUri),COMMENT
LOWcrates/core/src/error.rs141 Eyre(eyre::Report),COMMENT
LOWcrates/core/src/error.rs161 ///COMMENT
LOWcrates/core/src/handler.rs1//! Handler abstractions for processing [`Request`] values.COMMENT
LOWcrates/core/src/handler.rs21//! async fn hello() -> &'static str {COMMENT
LOWcrates/core/src/handler.rs41//! _ctrl: &mut FlowCtrl,COMMENT
LOWcrates/core/src/handler.rs61//! #[handler]COMMENT
LOWcrates/core/src/handler.rs81//! ```COMMENT
LOWcrates/core/src/handler.rs101//! async fn write(self, _req: &mut Request, _depot: &mut Depot, res: &mut Response) {COMMENT
LOWcrates/core/src/handler.rs121//! let acceptor = TcpListener::new("127.0.0.1:8698").bind().await;COMMENT
LOWcrates/core/src/handler.rs141//! req: &mut Request,COMMENT
LOWcrates/core/src/lib.rs1#![cfg_attr(test, allow(clippy::unwrap_used))]COMMENT
LOWcrates/core/src/lib.rs21//! | `native-tls` | TLS built on [`native-tls`](https://crates.io/crates/native-tls) | ❌ |COMMENT
LOWcrates/core/src/writing.rs21/// For scenarios that do not require this flexibility, [`Scribe`] can be used, for exampleCOMMENT
LOWcrates/core/src/writing.rs41///COMMENT
LOWcrates/core/src/server.rs61 /// that *can* be forced, not for the act of forcing, and it does notCOMMENT
LOWcrates/core/src/server.rs81 /// ongoing requests before terminating. It ensures that all connections are closedCOMMENT
LOWcrates/core/src/server.rs141 /// # ExampleCOMMENT
LOWcrates/core/src/server.rs181 self.fuse_policy = Some(Arc::new(policy));COMMENT
LOWcrates/core/src/server.rs261 /// [`FuseConfig::http1_header_timeout`](crate::fuse::FuseConfig::http1_header_timeout)COMMENT
LOWcrates/core/src/server.rs281 }COMMENT
LOWcrates/core/src/server.rs301 /// }COMMENT
LOWcrates/core/src/service.rs61 #[inline]COMMENT
LOWcrates/core/src/service.rs81 /// res: &mut Response,COMMENT
LOWcrates/core/src/service.rs121 filter,COMMENT
LOWcrates/core/src/extract.rs1//! Request extraction for deserializing request data into application types.COMMENT
LOWcrates/core/src/extract.rs21//! }COMMENT
LOWcrates/core/src/extract.rs41//! #[salvo(extract(source(from = "param")))]COMMENT
LOWcrates/core/src/extract.rs61//! last_name: String,COMMENT
LOWcrates/core/src/catcher.rs1//! Error catching and custom error page handling.COMMENT
LOWcrates/core/src/catcher.rs21//! use salvo_core::prelude::*;COMMENT
LOWcrates/core/src/catcher.rs41//! async fn handle404(res: &mut Response, ctrl: &mut FlowCtrl) {COMMENT
LOWcrates/core/src/catcher.rs61//!COMMENT
LOWcrates/core/src/catcher.rs81//!COMMENT
LOWcrates/core/src/catcher.rs501COMMENT
LOWcrates/core/src/fuse.rs21 Quic,COMMENT
LOWcrates/core/src/fuse.rs41/// TLS-handshake and HTTP/1 header timeouts, which stop slow-handshake / Slowloris attacks andCOMMENT
LOWcrates/core/src/fuse.rs61 /// Maximum duration for reading an HTTP/1 request head.COMMENT
LOWcrates/core/src/fuse.rs81 /// bound.COMMENT
588 more matches not shown…
Fake / Example Data31 hits · 32 pts
SeverityFileLineSnippetContext
LOW⚡crates/oapi/src/swagger_ui/v5.32.11/swagger-ui.js1!function webpackUniversalModuleDefinition(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t():"fuCODE
LOW⚡crates/oapi/src/swagger_ui/v5.32.11/swagger-ui.js1!function webpackUniversalModuleDefinition(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t():"fuCODE
LOWexamples/compression/static/sse_chat.txt1Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque,CODE
LOWexamples/compression/static/sse_chat.txt1Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque,CODE
LOWexamples/static-dir-list/static/boy/love/work.txt3"Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam, eaCODE
LOWexamples/static-dir-list/static/boy/love/work.txt3"Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam, eaCODE
LOWexamples/static-dir-list/static/boy/工作/index.html7 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla magna risus, dignissim eu egestas ut, tempor CODE
LOWexamples/static-dir-list/static/boy/工作/index.html7 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla magna risus, dignissim eu egestas ut, tempor CODE
LOWexamples/static-dir-list/static/girl/sleep.txt1Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui. CODE
LOWexamples/static-dir-list/static/girl/sleep.txt1Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui. CODE
LOWexamples/static-dir-list/static/girl/结婚/干嘛.txt8Aenean laoreet dolor sit amet nibh egestas ullamcorper. Phasellus malesuada,CODE
LOWexamples/static-dir-list/static/girl/结婚/财富/必须的.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOWexamples/static-dir-list/static/girl/结婚/财富/必须的.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOWexamples/static-dir-list/static/girl/结婚/自由/必须的.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOWexamples/static-dir-list/static/girl/结婚/自由/必须的.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOW…mples/static-dir-list/static/girl/结婚/孩子/不想.txt.txt.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOW…mples/static-dir-list/static/girl/结婚/孩子/不想.txt.txt.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOWexamples/static-dir-list/static/girl/love/skirt.html3 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit CODE
LOWexamples/static-dir-list/static/girl/love/skirt.html3 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit CODE
LOWexamples/static-dir-list/static/girl/love/dog.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOWexamples/static-dir-list/static/girl/love/dog.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOWexamples/static-dir-list/static/girl/love/cat.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOWexamples/static-dir-list/static/girl/love/cat.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOWexamples/static-dir-list/static/girl/love/eat.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOWexamples/static-dir-list/static/girl/love/eat.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOW…ples/static-dir-list/static/girl/love/flowers/rose.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOW…ples/static-dir-list/static/girl/love/flowers/rose.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOW…ples/static-dir-list/static/girl/love/flowers/lily.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOW…ples/static-dir-list/static/girl/love/flowers/lily.txt1 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Etiam lectus neque, aliquet ut scelerisque in, blandit et dui.CODE
LOW…les/static-dir-list/static/girl/love/flowers/lotus.txt4 Lorem ipsum dolor sit amet, consectetur adipiscing elit.CODE
LOW…les/static-dir-list/static/girl/love/flowers/lotus.txt4 Lorem ipsum dolor sit amet, consectetur adipiscing elit.CODE
Hyper-Verbose Identifiers4 hits · 4 pts
SeverityFileLineSnippetContext
LOW⚡crates/oapi/src/swagger_ui/v5.32.11/swagger-ui.js1!function webpackUniversalModuleDefinition(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t():"fuCODE
LOW…rc/swagger_ui/v5.32.11/swagger-ui-standalone-preset.js2!function webpackUniversalModuleDefinition(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"fuCODE
LOWexamples/webtransport/static/client.js136async function acceptUnidirectionalStreams(transport) {CODE
LOWexamples/webtransport-acme-http01/static/client.js114async function acceptUnidirectionalStreams(transport) {CODE
Slop Phrases1 hit · 2 pts
SeverityFileLineSnippetContext
LOWcrates/core/src/conn/quinn/client.rs74/// // Don't forget to end up the request by finishing the send stream.COMMENT