AI Slop Code Risk Monitor

imroc/req

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

Simple Go HTTP client with Black Magic

2.2 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for imroc/req, a Go project with 4,869 GitHub stars. SynthScan examined 37,198 lines of code across 151 source files, recording 83 pattern matches distributed across 1 syntactic category. The legacy adjusted pattern signal is 2.2 (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.

2.2
Adjusted Signal
2.2
Raw Pattern Score
100%
Time Factor
2026-09-11
Last Push
4.9K
Stars
Go
Language
37.2K
Lines of Code
151
Files
83
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 10.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 83 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 0.0/100 · LOW

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

PR Review Velocity Impact 10.6/100 · LOW

Which changes need focused human review? 83 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 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 83 distinct pattern matches across 1 syntactic category. 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 Block83 hits · 83 pts
SeverityFileLineSnippetContext
LOWtransport.go61 // h1 represents "HTTP/1.1"COMMENT
LOWtransport.go81// Transports should be reused instead of created as needed.COMMENT
LOWtransport.go381// StrictMaxConcurrentStreams, which controls whether theCOMMENT
LOWtransport.go481// to return a proxy for a given Request. If the function returns a non-nil error, the requestCOMMENT
LOWtransport.go501// The dial function runs concurrently with calls to RoundTrip.COMMENT
LOWtransport.go1181 // requests at once, they can all pick the same connCOMMENT
LOWtransport.go1501 delivered := falseCOMMENT
LOWtransport.go1701 // It is split into two stages - head[headPos:] and tail.COMMENT
LOWtransport.go2341// such as sendfile.COMMENT
LOWtransport.go2621 pc.close(errIdleConnTimeout)COMMENT
LOWtransport.go3121 // The server can (and will, if it's a net/http server) rejectCOMMENT
LOWtransport.go3321COMMENT
LOWtransport.go3441 // own value for Accept-Encoding. We only attempt toCOMMENT
LOWtransport.go3641// bodyEOFSignal is used by the HTTP/1 transport when reading responseCOMMENT
LOWtransport.go3761// client or server.COMMENT
LOWcurl.go1package reqCOMMENT
LOWresponse.go161COMMENT
LOWresponse.go281COMMENT
LOWrequest.go481// SetBearerAuthToken set bearer auth token for the request.COMMENT
LOWrequest.go561//COMMENT
LOWrequest.go1281// unless you intentionally want to change retry behavior from middleware.COMMENT
LOWrequest.go1301// }COMMENT
LOWclient.go201 // and result will be unmarshalled if Request.SetSuccessResultCOMMENT
LOWclient.go821// Closing early may prevent connection reuse for that request.COMMENT
LOWclient.go881COMMENT
LOWclient.go941// valid for HTTP/1.1.COMMENT
LOWclient.go1421 }COMMENT
LOWclient.go1501 return d.DialContext(ctx, "unix", file)COMMENT
LOWclient.go1521// client.SetResolver(r)COMMENT
LOWclient.go1541// clear error instead.COMMENT
LOWclient.go1641COMMENT
LOWroundtrip_js.go21var uint8Array = js.Global().Get("Uint8Array")COMMENT
LOWroundtrip_js.go41// Valid values are: "follow", "error", "manual"COMMENT
LOWtextproto_reader.go201 return string(p)COMMENT
LOWtextproto_reader.go361// header-field = field-name ":" OWS field-value OWSCOMMENT
LOWtextproto_reader.go421 // case, so a copy of a's bytes into a new string does notCOMMENT
LOWhttp.go21// makes that struct also non-comparable, and generally doesn't addCOMMENT
LOWhttp.go141// maxPostHandlerReadBytes is the max number of Request.Body bytes notCOMMENT
LOWtransfer.go121}COMMENT
LOWtransfer.go161 return trueCOMMENT
LOWtransfer.go641 }COMMENT
LOWroundtrip.go1// Copyright 2018 The Go Authors. All rights reserved.COMMENT
LOWinternal/chunked.go181// "chunked" format before writing them to w. Closing the returned chunkedWriterCOMMENT
LOWinternal/transport/option.go21 // "https", "socks5", "socks5h", "socks4", and "socks4a" are supported.COMMENT
LOWinternal/transport/option.go41 // If DialContext is nil, then the transport dials using package net.COMMENT
LOWinternal/transport/option.go61 // it works even if a proxy is set, can be used to customize the tls fingerprint.COMMENT
LOWinternal/transport/option.go81 // DisableCompression, if true, prevents the Transport fromCOMMENT
LOWinternal/transport/option.go101 // connections across all hosts. Zero means no limit.COMMENT
LOWinternal/transport/option.go121COMMENT
LOWinternal/transport/option.go141COMMENT
LOWinternal/godebug/godebug.go1// Copyright 2021 The Go Authors. All rights reserved.COMMENT
LOWinternal/godebug/godebug.go21// ...COMMENT
LOWinternal/godebug/godebug.go121// name of a Setting for which Value has been calledCOMMENT
LOWinternal/bisect/bisect.go1// Copyright 2023 The Go Authors. All rights reserved.COMMENT
LOWinternal/bisect/bisect.go21// 3. Enable each change that the pattern says should be enabled.COMMENT
LOWinternal/bisect/bisect.go41// Then, each time a potential change is considered, the program computesCOMMENT
LOWinternal/bisect/bisect.go61// Finally, note that New returns a nil Matcher when there is no pattern,COMMENT
LOWinternal/bisect/bisect.go81// still exploring the space of possible changes and will not be showing theCOMMENT
LOWinternal/bisect/bisect.go101// provided by the [Matcher.FileLine] method.COMMENT
LOWinternal/bisect/bisect.go121// In the expression, all the + operators must appear before all the - operators.COMMENT
23 more matches not shown…