A modern GUI client based on Tauri, designed to run in Windows, macOS and Linux for tailored proxy experience
This report summarizes scanner evidence for clash-verge-rev/clash-verge-rev, a Rust project with 155,235 GitHub stars. SynthScan examined 135,534 lines of code across 658 source files, recording 53 pattern matches distributed across 6 syntactic categories. The legacy adjusted pattern signal is 0.7 (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.
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.
Can maintainers explain intent, assumptions, and trade-offs? 38 finding(s).
Are imports declared and package/API names verified? 15 finding(s).
Are wrappers, guards, and repeated structures necessary? 8 finding(s).
Which changes need focused human review? 53 finding(s).
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.
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.
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.
The scanner identified 53 distinct pattern matches across 6 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.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | .github/workflows/pr-ai-slop-review.md | 19 | # Cost guardrails sized from measured runs (median 22 credits, max 41; median | COMMENT |
| MEDIUM | .github/agents/agentic-workflows.md | 45 | - Configuration: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/github-agentic-workflows.md` | CODE |
| MEDIUM⚡ | .github/agents/agentic-workflows.md | 69 | **Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/create-agentic-workflow.md` | CODE |
| MEDIUM⚡ | .github/agents/agentic-workflows.md | 79 | **Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/update-agentic-workflow.md` | CODE |
| MEDIUM⚡ | .github/agents/agentic-workflows.md | 89 | **Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/debug-agentic-workflow.md` | CODE |
| MEDIUM⚡ | .github/agents/agentic-workflows.md | 99 | **Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/upgrade-agentic-workflows.md` | CODE |
| MEDIUM | .github/agents/agentic-workflows.md | 119 | **Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/create-shared-agentic-workflow.md` | CODE |
| MEDIUM | .github/agents/agentic-workflows.md | 193 | # Initialize repository for agentic workflows | COMMENT |
| MEDIUM | .github/agents/agentic-workflows.md | 225 | - Always reference the instructions file at `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/github-agent | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM⚡ | src-tauri/src/main.rs | 4 | #[cfg(not(all(feature = "perf-harness", target_os = "macos")))] | COMMENT |
| MEDIUM⚡ | src-tauri/src/main.rs | 7 | #[cfg(all(feature = "perf-harness", target_os = "macos"))] | COMMENT |
| MEDIUM⚡ | src-tauri/src/main.rs | 11 | #[cfg(all(feature = "perf-harness", target_os = "macos"))] | COMMENT |
| MEDIUM⚡ | src-tauri/src/main.rs | 16 | #[cfg(not(all(feature = "perf-harness", target_os = "macos")))] | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | deny.toml | 1 | # This template contains all of the possible sections and their default values | COMMENT |
| LOW | deny.toml | 21 | # `target_family = "unix"` configuration, that only having windows targets in | COMMENT |
| LOW | deny.toml | 41 | #exclude = [] | COMMENT |
| LOW | deny.toml | 61 | COMMENT | |
| LOW | deny.toml | 81 | # Setting this to true can be helpful if you have special authentication requirements that cargo-deny does not support. | COMMENT |
| LOW | deny.toml | 101 | confidence-threshold = 0.85 | COMMENT |
| LOW | deny.toml | 121 | # and the crate will be checked normally, which may produce warnings or errors | COMMENT |
| LOW | deny.toml | 141 | # This section is considered when running `cargo deny check bans`. | COMMENT |
| LOW | deny.toml | 161 | # on a crate-by-crate basis if desired. | COMMENT |
| LOW | deny.toml | 181 | #crate = "reqwest" | COMMENT |
| LOW | deny.toml | 201 | skip = [ | COMMENT |
| LOW | scripts-workflow/group_platforms.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | .github/workflows/pr-ai-slop-review.lock.yml | 1 | # gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"8296ef86aad04ad225d29c7fe51dd18dfa50f258c46e8bd24e443193cc6 | COMMENT |
| LOW | .github/workflows/pr-ai-slop-review.lock.yml | 21 | # gh aw compile | COMMENT |
| LOW | .github/workflows/pr-ai-slop-review.lock.yml | 41 | # - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 | COMMENT |
| LOW | src-tauri/src/core/manager/state.rs | 401 | let _ = self.take_child_sidecar(); | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | src/locales/ru/profiles.json | 23 | "placeholder": "URL профиля", | CODE |
| LOW | src/locales/pt/profiles.json | 23 | "placeholder": "URL do perfil", | CODE |
| LOW | src/locales/zh/profiles.json | 23 | "placeholder": "订阅文件链接", | CODE |
| LOW | src/locales/ar/profiles.json | 23 | "placeholder": "رابط الملف الشخصي", | CODE |
| LOW | src/locales/de/profiles.json | 23 | "placeholder": "Abonnement-Datei-Link", | CODE |
| LOW | src/locales/ko/profiles.json | 23 | "placeholder": "프로필 URL", | CODE |
| LOW | src/locales/id/profiles.json | 23 | "placeholder": "URL Profil", | CODE |
| LOW | src/locales/es/profiles.json | 23 | "placeholder": "Enlace del archivo de suscripción", | CODE |
| LOW | src/locales/jp/profiles.json | 23 | "placeholder": "プロファイルファイルのURL", | CODE |
| LOW | src/locales/en/profiles.json | 23 | "placeholder": "Profile URL", | CODE |
| LOW | src/locales/fa/profiles.json | 23 | "placeholder": "آدرس پروفایل", | CODE |
| LOW | src/locales/zhtw/profiles.json | 23 | "placeholder": "訂閱檔網址", | CODE |
| LOW | src/locales/tt/profiles.json | 23 | "placeholder": "Профиль URL-ы", | CODE |
| LOW | src/locales/tr/profiles.json | 23 | "placeholder": "Profil URL'si", | CODE |
| LOW | src/components/setting/mods/web-ui-item.tsx | 104 | <span key={key} className={isPlaceholder ? 'placeholder' : undefined}> | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | src/types/proxy-view.ts | 176 | export function toMemberOccurrenceBinding( | CODE |
| LOW | src/utils/uri-parser/vmess.ts | 17 | function parseVmessShadowrocketParams(raw: string): Record<string, any> { | CODE |
| LOW | src/utils/uri-parser/helpers.ts | 104 | export function parseQueryStringNormalized( | CODE |
| LOW | src/components/home/enhanced-canvas-traffic-graph.tsx | 95 | function EnhancedCanvasTrafficGraph({ | CODE |
| LOW | src/services/cmds.ts | 130 | export async function getRuntimeProxyChainConfig(proxyChainExitNode: string) { | CODE |
| LOW | src/services/cmds.ts | 134 | export async function updateProxyChainConfigInRuntime( | CODE |
| LOW | src/services/cmds.ts | 235 | export async function takeServiceFallbackNotice() { | CODE |
| LOW | src/services/notice-service.ts | 216 | function isMaybeTranslationDescriptor( | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | .github/workflows/pr-ai-slop-review.lock.yml | 27 | # signs of one-shot AI-generated changes, then posts a maintainer-focused | COMMENT |