hyperium/hyper

4.5

Adjusted Score

4.5

Raw Score

100%

Time Factor

2026-07-13

Last Push

16.2K

Stars

Rust

Language

30.5K

Lines of Code

118

Files

137

Pattern Hits

2026-07-14

Scan Date

0.00

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 0HIGH 0MEDIUM 0LOW 137

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 137 distinct pattern matches across 2 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Over-Commented Block135 hits · 135 pts

Severity	File	Line	Snippet	Context
LOW	capi/examples/upload.c	1	#include <stdlib.h>	COMMENT
LOW	capi/examples/client.c	1	#include <stdlib.h>	COMMENT
LOW	tests/h1_shutdown_while_buffered.rs	1	// Test: Ensures poll_shutdown() is never called with buffered data	COMMENT
LOW	tests/client.rs	3161	async fn h2_idle_stream_does_not_pin_connection_window() {	COMMENT
LOW	examples/params.rs	21	static NOTNUMERIC: &[u8] = b"Number field is not numeric";	COMMENT
LOW	examples/hello-http2.rs	61	// .await point allows the Tokio runtime to pull the task off of the thread until the task	COMMENT
LOW	examples/single_threaded.rs	1	#![deny(warnings)]	COMMENT
LOW	benches/connect.rs	1	#![feature(test)]	COMMENT
LOW	benches/connect.rs	21	// .expect("rt build");	COMMENT
LOW	src/upgrade.rs	1	//! HTTP Upgrades.	COMMENT
LOW	src/upgrade.rs	21	//! either the appropriate method, if wanting to `CONNECT`, or headers such as	COMMENT
LOW	src/upgrade.rs	61	/// was used to speak HTTP before the upgrade. It can be used directly	COMMENT
LOW	src/upgrade.rs	81	/// HTTP state machine may have already read before completing an upgrade.	COMMENT
LOW	src/upgrade.rs	301	let t = TypeId::of::<T>();	COMMENT
LOW	src/error.rs	1	//! Error and Result module.	COMMENT
LOW	src/error.rs	21	/// is unspecified. You must not depend on it. The wording and details may	COMMENT
LOW	src/error.rs	141	))]	COMMENT
LOW	src/error.rs	161	/// The dispatch task is gone.	COMMENT
LOW	src/error.rs	201	/// reason phrase.	COMMENT
LOW	src/error.rs	221	/// `content-length` and `transfer-encoding`).	COMMENT
LOW	src/error.rs	261	///	COMMENT
LOW	src/lib.rs	1	#![deny(missing_docs)]	COMMENT
LOW	src/lib.rs	21	//!	COMMENT
LOW	src/lib.rs	41	//! # Optional Features	COMMENT
LOW	src/lib.rs	61	//! [feature flags]: https://doc.rust-lang.org/cargo/reference/manifest.html#the-features-section	COMMENT
LOW	src/lib.rs	81	//! # Stability	COMMENT
LOW	src/ext/h1_reason_phrase.rs	1	use bytes::Bytes;	COMMENT
LOW	src/ext/h1_reason_phrase.rs	21	/// // Print out the non-canonical reason phrase, if it has one...	COMMENT
LOW	src/ext/informational.rs	1	use std::sync::Arc;	COMMENT
LOW	src/ext/mod.rs	1	//! Extensions for HTTP messages in Hyper.	COMMENT
LOW	src/ext/mod.rs	21	//! // use the extension	COMMENT
LOW	src/ext/mod.rs	61	#[cfg(all(feature = "http1", feature = "client"))]	COMMENT
LOW	src/ext/mod.rs	141	/// [`preserve_header_case`] was set to true and the response included	COMMENT
LOW	src/ext/mod.rs	201	#[cfg(feature = "ffi")]	COMMENT
LOW	src/ext/mod.rs	261	/// # Examples	COMMENT
LOW	src/ext/mod.rs	281	/// h_map.append(name3, value3);	COMMENT
LOW	src/body/incoming.rs	41	///	COMMENT
LOW	src/body/incoming.rs	81	///	COMMENT
LOW	src/body/incoming.rs	401	tx.send(trailers).map_err(\|_\| crate::Error::new_closed())	COMMENT
LOW	src/body/mod.rs	1	//! Streaming bodies for Requests and Responses.	COMMENT
LOW	src/server/mod.rs	1	//! HTTP Server.	COMMENT
LOW	src/server/conn/http2.rs	21	pin_project! {	COMMENT
LOW	src/server/conn/http2.rs	121	}	COMMENT
LOW	src/server/conn/http2.rs	141	/// See <https://rustsec.org/advisories/RUSTSEC-2024-0003.html> for more information.	COMMENT
LOW	src/server/conn/http2.rs	221	/// connection alive.	COMMENT
LOW	src/server/conn/mod.rs	1	//! Server connection API.	COMMENT
LOW	src/server/conn/http1.rs	41	where	COMMENT
LOW	src/server/conn/http1.rs	61	/// http.half_close(false);	COMMENT
LOW	src/server/conn/http1.rs	81	h1_writev: Option<bool>,	COMMENT
LOW	src/server/conn/http1.rs	161	/// on the underlying IO.	COMMENT
LOW	src/server/conn/http1.rs	301	///	COMMENT
LOW	src/server/conn/http1.rs	321	self.h1_preserve_header_case = enabled;	COMMENT
LOW	src/server/conn/http1.rs	341	}	COMMENT
LOW	src/server/conn/http1.rs	361	/// but may also improve performance when an IO transport doesn't	COMMENT
LOW	src/server/conn/http1.rs	421	/// This returns a Future that must be polled in order for HTTP to be	COMMENT
LOW	src/server/conn/http1.rs	441	/// # S::Future: Send,	COMMENT
LOW	src/rt/timer.rs	1	//! Provides a timer trait with timer-like functions.	COMMENT
LOW	src/rt/timer.rs	21	//! inner: tokio::time::sleep(duration),	COMMENT
LOW	src/rt/timer.rs	41	//! pub(crate) inner: tokio::time::Sleep,	COMMENT
LOW	src/rt/io.rs	1	use std::fmt;	COMMENT
75 more matches not shown…

Slop Phrases2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	examples/upgrades.rs	110	// Don't forget to enable upgrades on the connection.	COMMENT
LOW	examples/upgrades.rs	163	// Don't forget to enable upgrades on the connection.	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings