AI Slop Code RIsk Monitor

ChangemakerStudios/Papercut-SMTP

Papercut SMTP -- The Simple Desktop Email Server

7.2 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for ChangemakerStudios/Papercut-SMTP, a C# project with 3,339 GitHub stars. SynthScan examined 69,586 lines of code across 509 source files, recording 479 pattern matches distributed across 7 syntactic categories. The legacy adjusted pattern signal is 7.2 (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.

7.2
Adjusted Signal
7.2
Raw Pattern Score
100%
Time Factor
2026-09-28
Last Push
3.3K
Stars
C#
Language
69.6K
Lines of Code
509
Files
479
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 29.8/100 · MEDIUM

Can maintainers explain intent, assumptions, and trade-offs? 469 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 10 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 2 finding(s).

PR Review Velocity Impact 29.8/100 · MEDIUM

Which changes need focused human review? 479 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 2MEDIUM 2LOW 475

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 479 distinct pattern matches across 7 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 Block452 hits · 452 pts
SeverityFileLineSnippetContext
LOWdocker-compose.example.yml41 - papercut-logs-tls:/app/LogsCOMMENT
LOWdocker-compose.example.yml81#COMMENT
LOWdocker-compose.example.yml101# Option 3: Self-signed certificate (development)COMMENT
LOWdocker-compose.example.yml121# - SmtpServer__AllowedIps=192.168.1.100 # Allow single IPCOMMENT
LOWtest/Papercut.Core.Tests/PathTemplateHelperTests.cs1// PapercutCOMMENT
LOWtest/Papercut.Core.Tests/EndpointDefinitionTests.cs1// PapercutCOMMENT
LOW…Papercut.Rules.Tests/ConditionalRuleExtensionsTests.cs1// PapercutCOMMENT
LOW…t/Papercut.Rules.Tests/PeriodicRuleIntegrationTests.cs1// PapercutCOMMENT
LOWtest/Papercut.Rules.Tests/RuleServiceBaseFileTests.cs1// PapercutCOMMENT
LOW…Papercut.Rules.Tests/MailRetentionRuleDispatchTests.cs1// PapercutCOMMENT
LOWtest/Papercut.Rules.Tests/RulesRunnerTests.cs1// PapercutCOMMENT
LOW…/Papercut.Message.Tests/MimeMessageLoaderCloneTests.cs1// PapercutCOMMENT
LOW…Papercut.Message.Tests/PublishedMessageTrackerTests.cs1// PapercutCOMMENT
LOW…Papercut.Message.Tests/MessageRepositoryStaticTests.cs1// PapercutCOMMENT
LOW…ercut.Message.Tests/ReceivedDataMessageHandlerTests.cs1// PapercutCOMMENT
LOWtest/Papercut.Message.Tests/MessageRepositoryTests.cs1// PapercutCOMMENT
LOW…percut.Infrastructure.Smtp.Tests/IPAllowedListTests.cs1// PapercutCOMMENT
LOW…ucture.Smtp.Tests/RateLimiting/SmtpRateLimiterTests.cs1// PapercutCOMMENT
LOW…tructure.Smtp.Tests/RateLimiting/SmtpRateLimitTests.cs1// PapercutCOMMENT
LOWexamples/SmtpSendOptions.cs21 /// <summary>COMMENT
LOWexamples/SmtpClientHelper.cs1// PapercutCOMMENT
LOWexamples/SendEmailWithTls/Program.cs1// PapercutCOMMENT
LOWsrc/Papercut.Message/MessageRepository.cs1// PapercutCOMMENT
LOWsrc/Papercut.Message/PublishedMessageTracker.cs1// PapercutCOMMENT
LOWsrc/Papercut.Message/PublishedMessageTracker.cs21namespace Papercut.Message;COMMENT
LOWsrc/Papercut.Message/PublishedMessageTracker.cs41 /// readable before it publishes, retrying with growing delays, so this has toCOMMENT
LOWsrc/Papercut.Message/MimeMessageLoader.cs1// PapercutCOMMENT
LOWsrc/Papercut.Message/ReceivedDataMessageHandler.cs1// PapercutCOMMENT
LOWsrc/Papercut.Message/MessageWatcher.cs1// PapercutCOMMENT
LOWsrc/Papercut.Message/PapercutMessageModule.cs1// PapercutCOMMENT
LOWsrc/Papercut.Message/IMessageRepository.cs1// PapercutCOMMENT
LOWsrc/Papercut.Message/IMimeMessageLoader.cs1// PapercutCOMMENT
LOWsrc/Papercut.Message/Helpers/MessageHelper.cs1// PapercutCOMMENT
LOWsrc/Papercut.Message/Helpers/HtmlMessageRenderer.cs1// PapercutCOMMENT
LOWsrc/Papercut.Message/Helpers/HtmlMessageRenderer.cs21using MimeKit;COMMENT
LOWsrc/Papercut.Message/Helpers/HtmlMessageRenderer.cs41/// malformed markup cannot smuggle a tag past it.COMMENT
LOW…apercut.Message/Helpers/MimeMessageLoaderExtensions.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Extensions/CollectionExtensions.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Extensions/ObjectExtensions.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Extensions/GeneralExtensions.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Extensions/EnumerableExtensions.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Extensions/FileInfoExtensions.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Extensions/OrderableExtensions.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Properties/AssemblyInfo.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Properties/AssemblyInfo.cs21// Setting ComVisible to false makes the types in this assembly not visible COMMENT
LOWsrc/Papercut.Common/Helper/EnumHelpers.cs1// PapercutCOMMENT
LOW…c/Papercut.Common/Helper/NameValueCollectionHelpers.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Helper/PathHelpers.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Helper/RegexHelpers.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Helper/StringHelpers.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Helper/AssemblyHelper.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Domain/IOrderable.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Domain/IEventHandler.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Domain/IMessage.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Domain/ICommand.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Domain/IMessageBus.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Domain/ICommandHandler.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Domain/IEvent.cs1// PapercutCOMMENT
LOWsrc/Papercut.Common/Domain/ExecutionResult.cs1// PapercutCOMMENT
LOWsrc/Papercut.Service.TrayNotification/GlobalUsings.cs1// PapercutCOMMENT
392 more matches not shown…
Synthetic Comment Markers2 hits · 15 pts
SeverityFileLineSnippetContext
HIGHsrc/Papercut.UI/Properties/UIStrings.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsrc/Papercut.UI/Properties/Settings.Designer.cs3// This code was generated by a tool.COMMENT
Structural Annotation Overuse10 hits · 15 pts
SeverityFileLineSnippetContext
LOWsrc/Papercut.Service/Web/IMPLEMENTATION_PLAN.md23#### Step 1: Extract Pagination Component ✅COMMENT
LOWsrc/Papercut.Service/Web/IMPLEMENTATION_PLAN.md52#### Step 2: Fix Layout & Resizing ✅COMMENT
LOWsrc/Papercut.Service/Web/IMPLEMENTATION_PLAN.md62#### Step 3: Comprehensive Loading States ✅COMMENT
LOWsrc/Papercut.Service/Web/IMPLEMENTATION_PLAN.md89#### Step 4: Background File Downloader ✅COMMENT
LOWsrc/Papercut.Service/Web/IMPLEMENTATION_PLAN.md111#### Step 5: Message Sections Component ✅COMMENT
LOWsrc/Papercut.Service/Web/IMPLEMENTATION_PLAN.md121#### Step 6: Download Button Feedback ✅COMMENT
LOWsrc/Papercut.Service/Web/IMPLEMENTATION_PLAN.md138#### Step 7: Secure Iframe Implementation ✅COMMENT
LOWsrc/Papercut.Service/Web/IMPLEMENTATION_PLAN.md157#### Step 8: Unified Content Formatting ✅COMMENT
LOWsrc/Papercut.Service/Web/IMPLEMENTATION_PLAN.md176#### Step 9: API Endpoint Integration ✅COMMENT
LOWsrc/Papercut.Service/Web/IMPLEMENTATION_PLAN.md186#### Step 10: Smart Section Interaction ✅COMMENT
Fake / Example Data10 hits · 10 pts
SeverityFileLineSnippetContext
LOW…ercut.Message.Tests/ReceivedDataMessageHandlerTests.cs119 var action = async () => await _handler.HandleReceivedAsync(null!, new[] { "test@test.com" });CODE
LOW…ercut.Message.Tests/ReceivedDataMessageHandlerTests.cs126 var messageData = CreateTestMessage("test@test.com");CODE
LOWdocs/send-from-your-app.md18 message.To.Add(MailboxAddress.Parse("user@example.com"));CODE
LOWdocs/send-from-your-app.md32 client.Send("noreply@myapp.local", "user@example.com", "Test", "Hello Papercut!");CODE
LOWdocs/send-from-your-app.md77 to: "user@example.com",CODE
LOWdocs/send-from-your-app.md93 msg["To"] = "user@example.com"CODE
LOWdocs/send-from-your-app.md141 message.setRecipients(Message.RecipientType.TO, InternetAddress.parse("user@example.com"));CODE
LOWexamples/README.md211- **Bogus** - Fake data generation (names, addresses, lorem ipsum)CODE
LOWexamples/SendEmailWithFileLinks/Program.cs53 message.To.Add(new MailboxAddress("Test User", "user@example.com"));CODE
LOWsrc/Papercut.Service/Web/src/app/testing/mock-data.ts9 name: 'John Doe',CODE
AI Slop Vocabulary2 hits · 6 pts
SeverityFileLineSnippetContext
MEDIUM…rc/app/services/content-transformation.service.spec.ts71 // These tests can be added back when we implement a more robust mocking strategyCOMMENT
MEDIUM…rc/app/services/content-transformation.service.spec.ts81 // These tests can be added back when we implement a more robust mocking strategyCOMMENT
Hyper-Verbose Identifiers2 hits · 2 pts
SeverityFileLineSnippetContext
LOWsrc/Papercut.Service/Web/src/app/testing/test-utils.ts35export function createStandaloneTestModule(component: Type<any>) {CODE
LOWsrc/Papercut.Service/Web/src/app/testing/test-utils.ts47export function createMockMessageApiService(): jasmine.SpyObj<MessageApiService> {CODE
Example Usage Blocks1 hit · 2 pts
SeverityFileLineSnippetContext
LOWdocker-compose.example.yml75# Usage:COMMENT