AI Slop Code RIsk Monitor

Ragnt/AngryOxide

802.11 Attack Tool

8.6 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for Ragnt/AngryOxide, a Rust project with 1,981 GitHub stars. SynthScan examined 19,192 lines of code across 71 source files, recording 110 pattern matches distributed across 4 syntactic categories. The legacy adjusted pattern signal is 8.6 (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.

8.6
Adjusted Signal
8.6
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
2.0K
Stars
Rust
Language
19.2K
Lines of Code
71
Files
110
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 16.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 84 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 22.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 26 finding(s).

PR Review Velocity Impact 34.8/100 · MEDIUM

Which changes need focused human review? 110 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 27LOW 83

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 110 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.

Decorative Section Separators26 hits · 98 pts
SeverityFileLineSnippetContext
MEDIUM⚡src/tabbedblock/tabbedblock.rs34 /// ┌───────┐ ┌───────┐ ┌───────┐COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs36 /// ┘ └─┴───────┴─┴───────┴COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs46 /// ┘ └─┴───────┴─┴───────┴COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs62 /// ┌───────┐COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs64 /// └───────┘COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs73 /// ╭───────╮COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs75 /// ╰───────╯COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs85 /// ╔═══════╗COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs87 /// ╚═══════╝COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs95 /// ┏━━━━━━━┓COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs97 /// ┗━━━━━━━┛COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs300 /// ┌───────┐ ┌───────┐ ┌───────┐COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs302 /// ┌┘ └─┴───────┴─┴───────┴───COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs305 /// ┌───────┐ ┌───────┐ ┌───────┐COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs307 /// ┘ └─┴───────┴─┴───────┴───COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs552 /// // ┌Outer────────┐COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs553 /// // │┌Inner──────┐│COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs555 /// // │└───────────┘│COMMENT
MEDIUM⚡src/tabbedblock/tabbedblock.rs556 /// // └─────────────┘COMMENT
MEDIUMsrc/tabbedblock/tabbedblock.rs334 /// // ┌tab─Left────Center─────────Right┐COMMENT
MEDIUMsrc/tabbedblock/tabbedblock.rs507 /// // ╰───────────╯COMMENT
MEDIUMsrc/tabbedblock/tabbedblock.rs527 /// // ╚═══════════╝COMMENT
MEDIUMsrc/tabbedblock/tabbedblock.rs633 /// // ┌───────┐COMMENT
MEDIUMsrc/tabbedblock/tabbedblock.rs635 /// // └───────┘COMMENT
MEDIUMsrc/tabbedblock/tabbedblock.rs646 /// // ┌───────────┐COMMENT
MEDIUMsrc/tabbedblock/tabbedblock.rs648 /// // └───────────┘COMMENT
Over-Commented Block81 hits · 62 pts
SeverityFileLineSnippetContext
LOWlibs/pcap-file/src/pcap/writer.rs21///COMMENT
LOWlibs/pcap-file/src/pcap/writer.rs41COMMENT
LOWlibs/pcap-file/src/pcap/reader.rs1use std::io::Read;COMMENT
LOWlibs/pcap-file/src/pcap/reader.rs21/// // Read test.pcapCOMMENT
LOWlibs/pcap-file/src/pcap/parser.rs1use byteorder_slice::{BigEndian, LittleEndian};COMMENT
LOWlibs/pcap-file/src/pcap/parser.rs21/// // Creates a new parser and parse the pcap headerCOMMENT
LOWlibs/pcap-file/src/pcapng/writer.rs21/// let file_in = File::open("test.pcapng").expect("Error opening file");COMMENT
LOWlibs/pcap-file/src/pcapng/writer.rs41COMMENT
LOWlibs/pcap-file/src/pcapng/writer.rs81COMMENT
LOWlibs/pcap-file/src/pcapng/writer.rs101 /// };COMMENT
LOWlibs/pcap-file/src/pcapng/writer.rs141 Endianness::Big => block.write_to::<BigEndian, _>(&mut self.writer).map_err(PcapError::IoError),COMMENT
LOWlibs/pcap-file/src/pcapng/writer.rs161 /// let interface = InterfaceDescriptionBlock {COMMENT
LOWlibs/pcap-file/src/pcapng/reader.rs21/// let mut pcapng_reader = PcapNgReader::new(file_in).unwrap();COMMENT
LOWlibs/pcap-file/src/pcapng/parser.rs21/// use pcap_file::PcapError;COMMENT
LOWlibs/pcap-file/src/pcapng/blocks/block_common.rs41// 0 1 2 3COMMENT
LOWlibs/libwifi_macros/src/lib.rs1use proc_macro::TokenStream;COMMENT
LOWlibs/libwifi_macros/src/lib.rs21///COMMENT
LOWsrc/attack.rs201 }COMMENT
LOWsrc/attack.rs361 format!("M1 Retrieval - Sent Association Req [{}]", ap_mac),COMMENT
LOWsrc/attack.rs461 format!("Sending Deauth: {} => {}", ap_mac, deauth_client),COMMENT
LOWsrc/advancedtable/advtable.rs21///COMMENT
LOWsrc/advancedtable/advtable.rs41/// # Setter methodsCOMMENT
LOWsrc/advancedtable/advtable.rs61/// // Columns widths are constrained in the same way as Layout...COMMENT
LOWsrc/advancedtable/advtable.rs81/// // The selected row and its content can also be styled.COMMENT
LOWsrc/advancedtable/advtable.rs101/// Cell::from("Row32").style(Style::default().fg(Color::Yellow)),COMMENT
LOWsrc/advancedtable/advtable.rs121/// # use ratatui::{prelude::*, widgets::*};COMMENT
LOWsrc/advancedtable/advtable.rs141/// Constraint::Length(5),COMMENT
LOWsrc/advancedtable/advtable.rs161/// Row::new(vec!["Row11", "Row12", "Row13"]),COMMENT
LOWsrc/advancedtable/advtable.rs201COMMENT
LOWsrc/advancedtable/advtable.rs221///COMMENT
LOWsrc/advancedtable/advtable.rs241/// ```COMMENT
LOWsrc/advancedtable/advtable.rs261/// let cells = vec!["Cell1", "Cell2", "Cell3"];COMMENT
LOWsrc/advancedtable/advtable.rs281/// You can create a `Cell` from anything that can be converted to a [`Text`].COMMENT
LOWsrc/advancedtable/advtable.rs301/// ```rustCOMMENT
LOWsrc/advancedtable/advtable.rs321 ///COMMENT
LOWsrc/advancedtable/advtable.rs341/// The state consists of two fields:COMMENT
LOWsrc/advancedtable/advtable.rs361/// # let widths = [Constraint::Length(5), Constraint::Length(5)];COMMENT
LOWsrc/advancedtable/advtable.rs381 /// [`Constraint`]s, this holds the widths of each column. This parameter was added in 0.25.0.COMMENT
LOWsrc/advancedtable/advtable.rs421 /// This method does not currently set the column widths. You will need to set them manually byCOMMENT
LOWsrc/advancedtable/advtable.rs441 self.rows = rows.into_iter().collect();COMMENT
LOWsrc/advancedtable/advtable.rs461 #[must_use = "method moves the value of self and returns the modified value"]COMMENT
LOWsrc/advancedtable/advtable.rs501 /// # ExamplesCOMMENT
LOWsrc/advancedtable/advtable.rs521 ///COMMENT
LOWsrc/advancedtable/advtable.rs541 ///COMMENT
LOWsrc/advancedtable/advtable.rs561 /// ```COMMENT
LOWsrc/advancedtable/advtable.rs581 /// let table = Table::new(rows, widths).highlight_style(Style::new().red().italic());COMMENT
LOWsrc/advancedtable/advtable.rs601 #[must_use = "method moves the value of self and returns the modified value"]COMMENT
LOWsrc/advancedtable/advtable.rs621 /// is selected or not. This means that the highlight symbol will never be drawn.COMMENT
LOWsrc/advancedtable/advtable.rs641 /// This determines how the space is distributed when the constraints are satisfied. By default,COMMENT
LOWsrc/advancedtable/advtable.rs721COMMENT
LOWsrc/advancedtable/advtable.rs761 /// # use ratatui::{prelude::*, widgets::*};COMMENT
LOWsrc/advancedtable/advtable.rs781 /// Any [`Cell`] whose content has more lines than this height will see its content truncated.COMMENT
LOWsrc/advancedtable/advtable.rs801 ///COMMENT
LOWsrc/advancedtable/advtable.rs821 /// This [`Style`] can be overridden by the [`Style`] of a any individual [`Cell`] or by theirCOMMENT
LOWsrc/advancedtable/advtable.rs841 /// ```COMMENT
LOWsrc/advancedtable/advtable.rs881 ///COMMENT
LOWsrc/advancedtable/advtable.rs901 }COMMENT
LOWsrc/tabbedblock/tabbedblock.rs21COMMENT
LOWsrc/tabbedblock/tabbedblock.rs41 ///COMMENT
LOWsrc/tabbedblock/tabbedblock.rs61 /// ```plainCOMMENT
21 more matches not shown…
Slop Phrases2 hits · 3 pts
SeverityFileLineSnippetContext
LOWlibs/pcap-file/src/pcap/parser.rs30/// // Don't forget to update srcCOMMENT
LOWlibs/pcap-file/src/pcapng/parser.rs34/// // Don't forget to update srcCOMMENT
AI Slop Vocabulary1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUMsrc/attack.rs259 // Ensure the AP uses PSK (from the robust security ie)COMMENT