AI Slop Code Risk Monitor

fujiapple852/trippy

SlopCodeMonitor badge for fujiapple852/trippy Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

A network diagnostic tool

3.4 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for fujiapple852/trippy, a Rust project with 8,122 GitHub stars. SynthScan examined 51,979 lines of code across 224 source files, recording 172 pattern matches distributed across 3 syntactic categories. The legacy adjusted pattern signal is 3.4 (Low 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.

3.4
Adjusted Signal
3.4
Raw Pattern Score
100%
Time Factor
2026-10-30
Last Push
8.1K
Stars
Rust
Language
52.0K
Lines of Code
224
Files
172
Pattern Hits
2026-10-31
Scan Date
0.00
HC Hit Rate

Risk Review · Payload v1

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

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 14.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 171 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.0/100 · LOW

Are imports declared and package/API names verified? 1 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 0 finding(s).

PR Review Velocity Impact 16.1/100 · LOW

Which changes need focused human review? 172 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 1HIGH 0MEDIUM 1LOW 170

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 172 distinct pattern matches across 3 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 Block170 hits · 164 pts
SeverityFileLineSnippetContext
LOWtrippy-config-sample.toml1# Sample config file for Trippy.COMMENT
LOWtrippy-config-sample.toml21[trippy]COMMENT
LOWtrippy-config-sample.toml41# Enabling will cause IPPROTO_ICMP sockets to be used.COMMENT
LOWtrippy-config-sample.toml61# off - Do not display event spans [default]COMMENT
LOWtrippy-config-sample.toml81# ipv4 - Lookup IPv4 onlyCOMMENT
LOWtrippy-config-sample.toml101# If unspecified the source address will be chosen automatically based on the tracing target.COMMENT
LOWtrippy-config-sample.toml121# The round grace period [default: 100ms]COMMENT
LOWtrippy-config-sample.toml141#COMMENT
LOWtrippy-config-sample.toml161COMMENT
LOWtrippy-config-sample.toml181COMMENT
LOWtrippy-config-sample.toml201# Trace to all IPs resolved from DNS lookup (ICMP only) [default: false]COMMENT
LOWtrippy-config-sample.toml221#COMMENT
LOWtrippy-config-sample.toml241#COMMENT
LOWtrippy-config-sample.toml261# v - Average RTTCOMMENT
LOWtrippy-config-sample.toml281# B - Backward lossCOMMENT
LOWtrippy-config-sample.toml301# MaxMind "GeoLite2 City"COMMENT
LOWtrippy-config-sample.toml321# Use a zero value for `auto`.COMMENT
LOWtrippy-config-sample.toml341# Tui color theme configuration.COMMENT
LOWcrates/trippy-core/tests/sim/tests.rs41#[test_case(sim!("ipv4_icmp_ooo.toml"))]COMMENT
LOWcrates/trippy-core/src/strategy.rs161 /// Read and process the next incoming `ICMP` packet.COMMENT
LOWcrates/trippy-core/src/strategy.rs241 /// Check if the `TraceId` matches the expected value for this tracer.COMMENT
LOWcrates/trippy-core/src/strategy.rs901 ///COMMENT
LOWcrates/trippy-core/src/strategy.rs1201 ///COMMENT
LOWcrates/trippy-core/src/types.rs81}COMMENT
LOWcrates/trippy-core/src/constants.rs1/// The maximum time-to-live value allowed.COMMENT
LOWcrates/trippy-core/src/config.rs161 /// This requires that the UDP payload contains a well-chosen value to ensure the UDP checksumCOMMENT
LOWcrates/trippy-core/src/config.rs201 FixedSrc(Port),COMMENT
LOWcrates/trippy-core/src/lib.rs1//! Trippy - A network tracing library.COMMENT
LOWcrates/trippy-core/src/lib.rs21//! Builder::new(addr)COMMENT
LOWcrates/trippy-core/src/lib.rs41//! .protocol(Protocol::Udp)COMMENT
LOWcrates/trippy-core/src/tracer.rs81 max_samples,COMMENT
LOWcrates/trippy-core/src/tracer.rs101 /// pee round state manually.COMMENT
LOWcrates/trippy-core/src/tracer.rs121 ///COMMENT
LOWcrates/trippy-core/src/tracer.rs141 /// manually if the tracer is run indefinitely (by not settingCOMMENT
LOWcrates/trippy-core/src/tracer.rs161 /// # Ok(())COMMENT
LOWcrates/trippy-core/src/tracer.rs181 /// Action::StopCOMMENT
LOWcrates/trippy-core/src/tracer.rs201 /// Spawn the tracer on a new thread.COMMENT
LOWcrates/trippy-core/src/tracer.rs221 /// # use std::thread;COMMENT
LOWcrates/trippy-core/src/tracer.rs241 let handle = thread::Builder::new()COMMENT
LOWcrates/trippy-core/src/tracer.rs261 /// ```no_runCOMMENT
LOWcrates/trippy-core/src/tracer.rs281 /// # }COMMENT
LOWcrates/trippy-core/src/tracer.rs301 /// let stop_for_trace = Arc::clone(&stop);COMMENT
LOWcrates/trippy-core/src/probe.rs1use crate::TypeOfService;COMMENT
LOWcrates/trippy-core/src/probe.rs21 NotSent,COMMENT
LOWcrates/trippy-core/src/probe.rs41COMMENT
LOWcrates/trippy-core/src/probe.rs141/// received:COMMENT
LOWcrates/trippy-core/src/probe.rs301 }COMMENT
LOWcrates/trippy-core/src/probe.rs341COMMENT
LOWcrates/trippy-core/src/probe.rs361 /// The type of service (DSCP/ECN) of the original datagram.COMMENT
LOWcrates/trippy-core/src/flows.rs41 /// Create a new `FlowRegistry`.COMMENT
LOWcrates/trippy-core/src/builder.rs21/// # fn main() -> anyhow::Result<()> {COMMENT
LOWcrates/trippy-core/src/builder.rs101 ///COMMENT
LOWcrates/trippy-core/src/builder.rs121 }COMMENT
LOWcrates/trippy-core/src/builder.rs141 #[must_use]COMMENT
LOWcrates/trippy-core/src/builder.rs161 /// use std::net::IpAddr;COMMENT
LOWcrates/trippy-core/src/builder.rs181 /// ```no_runCOMMENT
LOWcrates/trippy-core/src/builder.rs201 /// # fn main() -> anyhow::Result<()> {COMMENT
LOWcrates/trippy-core/src/builder.rs221 ///COMMENT
LOWcrates/trippy-core/src/builder.rs241COMMENT
LOWcrates/trippy-core/src/builder.rs261 multipath_strategy,COMMENT
110 more matches not shown…
Hallucination Indicators1 hit · 10 pts
SeverityFileLineSnippetContext
CRITICALcrates/trippy-core/src/net/platform/windows.rs587 src_addr.Ipv4.sin_addr.S_un.S_addr.to_ne_bytes()CODE
Slop Phrases1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUMexamples/toy-traceroute/src/main.rs12/// *** This is for demonstration purposes only. ***COMMENT