1.3

Adjusted Signal

1.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

32.7K

Stars

Rust

Language

243.6K

Lines of Code

373

Files

180

Pattern Hits

2026-10-31

Scan Date

0.06

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 2.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 86 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.6/100 · LOW

Are imports declared and package/API names verified? 67 finding(s).

Agent Over-Engineering Ratio 1.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 32 finding(s).

PR Review Velocity Impact 7.0/100 · LOW

Which changes need focused human review? 180 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 21MEDIUM 35LOW 124

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 180 distinct pattern matches across 10 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 · 78 pts

Severity	File	Line	Snippet	Context
MEDIUM	src-tauri/src/proxy/token_manager.rs	2747	// ── 动态模型授权过滤 ────────────────────────────────────────────────	COMMENT
MEDIUM	src-tauri/src/proxy/pipeline/inbound.rs	1454	// ════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	src-tauri/src/proxy/pipeline/inbound.rs	1456	// ════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	src-tauri/src/proxy/pipeline/inbound.rs	1521	// ════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	src-tauri/src/proxy/pipeline/inbound.rs	1523	// ════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	885	// ═════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	889	// ═════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	909	// ── gemini-3.5-flash (canonical) ───────────────────────────────	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	941	// ── gemini-3.5-flash-high ──────────────────────────────────────	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	972	// ── gemini-3.5-flash-medium (fixed → SPEC_35_FLASH_LOW) ────────	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	1002	// ── gemini-3.5-flash-low (fixed → SPEC_35_FLASH_EXTRA_LOW) ─────	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	1035	// ── gemini-3.1-pro (canonical) ─────────────────────────────────	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	1063	// ── gemini-3.1-pro-high (same canonical arm) ───────────────────	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	1093	// ── gemini-pro (same canonical arm) ────────────────────────────	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	1111	// ── gemini-3.1-pro-low (fixed → SPEC_31_PRO_LOW) ──────────────	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	1156	// ── Claude family ──────────────────────────────────────────────	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	1174	// ── GPT OSS ────────────────────────────────────────────────────	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	1220	// ═════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	1223	// ═════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	1291	// ── gemini-pro (HonorTier → same as gemini-3.1-pro) ────────────	COMMENT
MEDIUM	src-tauri/src/proxy/common/variant_mapping.rs	1309	// ── gemini-3-flash (HonorTier → same as gemini-3.5-flash) ──────	COMMENT
MEDIUM	src/config/__tests__/modelConfig.test.ts	95	// ── getModelDisplayName ──────────────────────────────────────────────────────	COMMENT
MEDIUM	src/config/__tests__/modelConfig.test.ts	119	// ── findQuotaModel ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/config/__tests__/modelConfig.test.ts	143	// ── resolveQuotaModels image-selector regression ──────────────────────────────	COMMENT
MEDIUM	src/config/__tests__/modelConfig.test.ts	189	// ── findImageQuotaModel ───────────────────────────────────────────────────	COMMENT
MEDIUM	src/config/__tests__/modelConfig.test.ts	204	// ── ensurePinnedImageSelector (account management pin gap) ─────────────────	COMMENT

Over-Commented Block66 hits · 66 pts

Severity	File	Line	Snippet	Context
LOW	src-tauri/src/constants.rs	221	/// Antigravity 官方内部代码仓库 (Google Piper Monorepo) 变更集编号 (Changelist Number / CL)	COMMENT
LOW	src-tauri/src/lib.rs	341		COMMENT
LOW	src-tauri/src/proxy/session_manager.rs	181	}	COMMENT
LOW	src-tauri/src/proxy/thinking_store.rs	1	//! Server-side full thinking-block store.	COMMENT
LOW	src-tauri/src/proxy/thinking_store.rs	2641	normalize_signature_for_comparison(a) == normalize_signature_for_comparison(b)	COMMENT
LOW	src-tauri/src/proxy/thinking_store.rs	2661	///	COMMENT
LOW	src-tauri/src/proxy/config.rs	881	/// - true: 允许局域网访问 0.0.0.0	COMMENT
LOW	src-tauri/src/proxy/config.rs	961	#[serde(default)]	COMMENT
LOW	src-tauri/src/proxy/config.rs	981	#[serde(default)]	COMMENT
LOW	src-tauri/src/proxy/config.rs	1001		COMMENT
LOW	src-tauri/src/proxy/cache_manager.rs	1	//! Context Cache Manager — Multi-Layer Split Cache	COMMENT
LOW	src-tauri/src/proxy/token_manager.rs	3961	"Account marked with transient failure cooldown in rate limit tracker and unbound from sticky sessions"	COMMENT
LOW	src-tauri/src/proxy/signature_cache.rs	41	/// Triple-layer signature cache to handle:	COMMENT
LOW	src-tauri/src/proxy/rate_limit.rs	61	normalize_image_model_id(model_key).is_some()	COMMENT
LOW	src-tauri/src/proxy/middleware/monitor.rs	261	/// 面板「捕获健康请求」胶囊开关（`capture_health_logs`）默认关闭。关闭时：	COMMENT
LOW	src-tauri/src/proxy/pipeline/auto_heal.rs	1	//! 纯思考空回复流式自愈管道（Thinking Dropout Auto-Healing Pipeline）	COMMENT
LOW	src-tauri/src/proxy/pipeline/stream_lifecycle.rs	1	//! 出站流生命周期通用驱动器（模板方法模式）	COMMENT
LOW	src-tauri/src/proxy/pipeline/inbound.rs	101	// 遵循 Google v1internal 规则：一个 model 轮次内仅首个部件需带签名，后续部件可不带签名；	COMMENT
LOW	src-tauri/src/proxy/pipeline/inbound.rs	581		COMMENT
LOW	src-tauri/src/proxy/pipeline/inbound.rs	801	"[InboundPipeline] Normalized {} tool call/response ID(s) to canonical 'call_...' format",	COMMENT
LOW	src-tauri/src/proxy/pipeline/inbound.rs	1021	///	COMMENT
LOW	src-tauri/src/proxy/pipeline/inbound.rs	1801	degraded	COMMENT
LOW	src-tauri/src/proxy/tests/ultra_priority_tests.rs	1	//! Ultra Priority Tests for High-End Models (Opus 4.6/4.5)	COMMENT
LOW	src-tauri/src/proxy/tests/security_ip_tests.rs	681	// ============================================================================	COMMENT
LOW	src-tauri/src/proxy/tests/security_integration_tests.rs	61		COMMENT
LOW	src-tauri/src/proxy/tests/security_integration_tests.rs	101		COMMENT
LOW	src-tauri/src/proxy/tests/security_integration_tests.rs	221		COMMENT
LOW	src-tauri/src/proxy/adapters/apply_patch_preflight.rs	1	//! apply_patch pre-flight 自动修复:在把 V4A patch 发给 Codex apply 之前,读目标文件比对,	COMMENT
LOW	src-tauri/src/proxy/adapters/apply_patch_preflight.rs	21	use serde_json::Value;	COMMENT
LOW	src-tauri/src/proxy/adapters/apply_patch_preflight.rs	241		COMMENT
LOW	src-tauri/src/proxy/adapters/apply_patch_preflight.rs	261	///	COMMENT
LOW	src-tauri/src/proxy/common/model_mapping.rs	641	custom_mapping: &std::collections::HashMap<String, String>,	COMMENT
LOW	src-tauri/src/proxy/common/client_adapter.rs	1	use super::client_adapters::OpencodeAdapter;	COMMENT
LOW	src-tauri/src/proxy/common/variant_mapping.rs	1	//! Canonical model + variant → real model ID + real params.	COMMENT
LOW	src-tauri/src/proxy/common/json_schema.rs	21		COMMENT
LOW	src-tauri/src/proxy/common/client_adapters/opencode.rs	1	use super::super::client_adapter::{	COMMENT
LOW	src-tauri/src/proxy/mappers/prompt_sanitizer.rs	1	//! Prompt Sanitizer Pipeline Module	COMMENT
LOW	src-tauri/src/proxy/mappers/prompt_sanitizer.rs	21	//! 且思考块文本严禁执行任何破坏性修改，保全数字签名与哈希一致性；	COMMENT
LOW	src-tauri/src/proxy/mappers/prompt_sanitizer.rs	61	static RE_CODE_BLOCK_PLACEHOLDER: Lazy<Regex> =	COMMENT
LOW	src-tauri/src/proxy/mappers/prompt_sanitizer.rs	81	pub const OFFICIAL_ANTIGRAVITY_IDENTITY: &str =	COMMENT
LOW	src-tauri/src/proxy/mappers/common_utils.rs	181	///	COMMENT
LOW	src-tauri/src/proxy/mappers/common_utils.rs	1381	"image/gif",	COMMENT
LOW	src-tauri/src/proxy/mappers/common_utils.rs	1881	/// 429 / 旧缓存。历史缺陷：Claude 路径曾用 `agent/antigravity/{session[:8]}/{count}`，	COMMENT
LOW	src-tauri/src/proxy/mappers/estimation_calibrator.rs	1	//! Estimation Calibrator Module	COMMENT
LOW	src-tauri/src/proxy/mappers/claude/request.rs	21	/// Antigravity's upstream currently classifies this SDK identity differently from	COMMENT
LOW	src-tauri/src/proxy/mappers/claude/models.rs	381	pub struct UsageMetadata {	COMMENT
LOW	src-tauri/src/proxy/mappers/openai/response.rs	1	// OpenAI 协议响应转换模块	COMMENT
LOW	src-tauri/src/proxy/mappers/openai/models.rs	41	#[serde(rename = "parallel_tool_calls")]	COMMENT
LOW	src-tauri/src/proxy/handlers/claude.rs	301	/// 计算 Cowork 响应式压缩时抛出 400 假限额的最优参数 (report_tokens, target_limit)	COMMENT
LOW	src-tauri/src/proxy/handlers/claude.rs	3661	.filter_map(\|part\| part.get("text").and_then(\|t\| t.as_str()))	COMMENT
LOW	src-tauri/src/proxy/upstream/client.rs	101	crate::proxy::mappers::common_utils::safe_truncate_str(&redacted, 1000)	COMMENT
LOW	src-tauri/src/proxy/upstream/client.rs	1001	/// 便手写 URL —— 结果形状与 host 双双漂移	COMMENT
LOW	src-tauri/src/utils/http.rs	61	/// 丢弃所有已构建的共享客户端，令其在下次访问时按当前配置重建。	COMMENT
LOW	src-tauri/src/models/quota.rs	1	use serde::{Deserialize, Serialize};	COMMENT
LOW	src-tauri/src/models/quota.rs	161		COMMENT
LOW	src-tauri/src/models/quota.rs	221	pub fn is_known_tier(tier: &str) -> bool {	COMMENT
LOW	src-tauri/src/models/quota.rs	261		COMMENT
LOW	src-tauri/src/models/config.rs	21	#[serde(default)]	COMMENT
LOW	src-tauri/src/models/official_model.rs	1	use once_cell::sync::Lazy;	COMMENT
LOW	src-tauri/src/models/official_model.rs	41	pub tag_title: Option<String>,	COMMENT
6 more matches not shown…

Magic Placeholder Names11 hits · 55 pts

Severity	File	Line	Snippet	Context
HIGH	CHANGELOG_EN.md	143	- Supported Standard URL Query API Key Extraction: Resolved an issue where Google Gemini official stan	CODE
HIGH	README.md	195	-e API_KEY=sk-your-api-key \	CODE
HIGH	README.md	214	> -e API_KEY=sk-your-api-key \	CODE
HIGH	README_ZH.md	195	-e API_KEY=sk-your-api-key \	CODE
HIGH	README_ZH.md	214	> -e API_KEY=sk-your-api-key \	CODE
HIGH	docker/README.md	53	-e API_KEY=your-api-key \	CODE
HIGH	docker/README.md	70	> -e API_KEY=your-api-key \	CODE
HIGH	docs/jeikcode_integration.md	39	在 `config.toml` 中添加或替换以下内容（将 `http://127.0.0.1:8045` 和 `sk-your-api-key` 替换为你的真实网关地址与 API Key）：	CODE
HIGH	docs/jeikcode_integration.md	50	api_key = "sk-your-api-key" # 网关配置的 API Key	CODE
HIGH	docs/jeikcode_integration.md	97	export ANTHROPIC_API_KEY="sk-your-api-key"	CODE
HIGH	src/pages/ApiProxy.tsx	1025	const apiKey = appConfig?.proxy.api_key \|\| 'YOUR_API_KEY';	CODE

Fake / Example Data52 hits · 52 pts

Severity	File	Line	Snippet	Context
LOW	src-tauri/src/proxy/token_manager.rs	7146	"email": "test@test.com"	CODE
LOW	src-tauri/src/proxy/tests/quota_protection.rs	364	let token = create_mock_token("account-1", "user@example.com", vec!["claude"], Some(50));	CODE
LOW	src-tauri/src/proxy/tests/quota_protection.rs	402	let token = create_mock_token("account-1", "user@example.com", vec!["claude"], Some(50));	CODE
LOW	src-tauri/src/proxy/tests/quota_protection.rs	520	"user@example.com",	CODE
LOW	src/locales/zh.json	426	"placeholder": "在此处粘贴您的 Refresh Token (支持批量)\n\n支持格式:\n1. 单个 Token (1//...)\n2. JSON 数组 (含 refresh_token	CODE
LOW	src/locales/zh.json	811	"placeholder": "输入全局系统提示词...\n例如：你是一位资深的全栈开发工程师，擅长 React 和 Rust。请使用简体中文回复。",	CODE
LOW	src/locales/zh.json	1712	"placeholder": "搜索模型 (gemini, claude)、路径 (chat, images) 或状态码...",	CODE
LOW	src/locales/zh.json	1851	"placeholder": "请输入管理密码或 API Key",	CODE
LOW	src/locales/tr.json	363	"placeholder": "Refresh Token'ınızı buraya yapıştırın (Toplu işlem desteklenir)\n\nDesteklenen formatlar	CODE
LOW	src/locales/tr.json	764	"placeholder": "Küresel sistem talimatlarını buraya girin...\nÖrn: Sen React ve Rust konusunda uzman, deneyi	CODE
LOW	src/locales/tr.json	1655	"placeholder": "Model, yol veya duruma göre filtrele...",	CODE
LOW	src/locales/tr.json	1778	"placeholder": "Yönetici parolasını veya API Anahtarını girin",	CODE
LOW	src/locales/ja.json	394	"placeholder": "リフレッシュトークンをここに貼り付けてください（一括対応）\n\n対応形式:\n1. 単一トークン (1//...)\n2. JSON配列 (refresh_tokenフィール	CODE
LOW	src/locales/ja.json	793	"placeholder": "グローバルシステムプロンプトを入力してください...\n例: あなたは React と Rust に精通したシニアフルスタックエンジニアです。日本語で回答してください。",	CODE
LOW	src/locales/ja.json	1602	"placeholder": "モデル、パス、またはステータスでフィルタリング...",	CODE
LOW	src/locales/ja.json	1751	"placeholder": "管理パスワードまたは API キーを入力してください",	CODE
LOW	src/locales/ru.json	394	"placeholder": "Вставьте ваш Refresh Token сюда (Пакетная поддерживается)\n\nПоддерживаемые форматы:\n1.	CODE
LOW	src/locales/ru.json	793	"placeholder": "Введите глобальные системные инструкции...\nПример: Вы — старший full-stack разработчик, экс	CODE
LOW	src/locales/ru.json	1670	"placeholder": "Фильтр по модели, пути или статусу...",	CODE
LOW	src/locales/ru.json	1819	"placeholder": "Введите пароль администратора или ключ API",	CODE
LOW	src/locales/pt.json	398	"placeholder": "Cole seu Refresh Token aqui (Suporte a lote)\n\nFormatos suportados:\n1. Token Único (1/	CODE
LOW	src/locales/pt.json	805	"placeholder": "Insira as instruções globais do sistema...\nExemplo: Você é um desenvolvedor full-stack sêni	CODE
LOW	src/locales/pt.json	1638	"placeholder": "Filtrar por modelo, caminho ou status...",	CODE
LOW	src/locales/pt.json	1787	"placeholder": "Insira a senha de administrador ou a Chave de API",	CODE
LOW	src/locales/en.json	428	"placeholder": "Paste your Refresh Token here (Batch supported)\n\nSupported formats:\n1. Single Token (	CODE
LOW	src/locales/en.json	813	"placeholder": "Enter global system prompt...\nExample: You are a senior full-stack developer. Please respon	CODE
LOW	src/locales/en.json	1718	"placeholder": "Filter by model, path, or status...",	CODE
LOW	src/locales/en.json	1885	"placeholder": "Enter management password or API Key",	CODE
LOW	src/locales/my.json	371	"placeholder": "Tampal Token Muat Semula anda di sini (Sokongan kelompok)\n\nFormat yang disokong:\n1. T	CODE
LOW	src/locales/my.json	777	"placeholder": "ကမ္ဘာလုံးဆိုင်ရာ စနစ်ပရွမ်းကို ရိုက်ထည့်ပါ...\nဥပမာ- သင်သည် React နှင့် Rust ကျွမ်းကျင်သော စ	CODE
LOW	src/locales/my.json	1596	"placeholder": "Tapis mengikut model, laluan, atau status...",	CODE
LOW	src/locales/my.json	1717	"placeholder": "Masukkan kata laluan pengurusan atau Kunci API",	CODE
LOW	src/locales/ko.json	394	"placeholder": "여기에 Refresh Token을 붙여넣으세요 (일괄 지원)\n\n지원 형식:\n1. 단일 토큰 (1//...)\n2. JSON 배열 (refresh_toke	CODE
LOW	src/locales/ko.json	793	"placeholder": "전역 시스템 프롬프트를 입력하세요...\n예: 당신은 React와 Rust에 능숙한 시니어 풀스택 개발자입니다. 한국어로 답변해 주세요.",	CODE
LOW	src/locales/ko.json	1602	"placeholder": "모델, 경로 또는 상태로 필터링...",	CODE
LOW	src/locales/ko.json	1751	"placeholder": "관리 비밀번호 또는 API 키를 입력하십시오",	CODE
LOW	src/locales/zh-TW.json	380	"placeholder": "在此處貼上您的 Refresh Token (支援批次)\n\n支援格式:\n1. 單個 Token (1//...)\n2. JSON 陣列 (含 refresh_token	CODE
LOW	src/locales/zh-TW.json	792	"placeholder": "輸入全局系統提示詞...\n例如：你是一位資深的全棧開發工程師，擅長 React 和 Rust。請使用繁體中文回复。",	CODE
LOW	src/locales/zh-TW.json	1730	"placeholder": "搜尋模型 (gemini, claude)、路徑 (chat, images) 或狀態碼...",	CODE
LOW	src/locales/zh-TW.json	1865	"placeholder": "請輸入管理密碼或 API Key",	CODE
LOW	src/locales/vi.json	368	"placeholder": "Dán Refresh Token vào đây (Hỗ trợ hàng loạt)\n\nĐịnh dạng hỗ trợ:\n1. Token đơn (1//...)	CODE
LOW	src/locales/vi.json	779	"placeholder": "Nhập hướng dẫn hệ thống toàn cầu...\nVí dụ: Bạn là một nhà phát triển full-stack kỳ cựu chuy	CODE
LOW	src/locales/vi.json	1653	"placeholder": "Lọc theo model, path, hoặc trạng thái...",	CODE
LOW	src/locales/vi.json	1794	"placeholder": "Nhập mật khẩu quản trị hoặc API Key",	CODE
LOW	src/locales/es.json	394	"placeholder": "Pegue su Token de Actualización aquí (Soporte por lotes)\n\nFormatos soportados:\n1. Tok	CODE
LOW	src/locales/es.json	793	"placeholder": "Ingrese las instrucciones globales del sistema...\nEjemplo: Eres un desarrollador full-stack	CODE
LOW	src/locales/es.json	1602	"placeholder": "Filtrar por modelo, ruta o estado...",	CODE
LOW	src/locales/es.json	1751	"placeholder": "Ingrese contraseña de administración o Clave API",	CODE
LOW	src/locales/ar.json	371	"placeholder": "الصق Refresh Token هنا (دعم الدفعات)\n\nالتنسيقات المدعومة:\n1. توكن مفرد (1//...)\n2. م	CODE
LOW	src/locales/ar.json	777	"placeholder": "أدخل تعليمات النظام العالمية...\nمثال: أنت مهندس تطوير شامل رفيع المستوى، تتقن React و Rust.	CODE
LOW	src/locales/ar.json	1605	"placeholder": "تصفية حسب النموذج، المسار، أو الحالة...",	CODE
LOW	src/locales/ar.json	1726	"placeholder": "أدخل كلمة مرور الإدارة أو مفتاح API",	CODE

Synthetic Comment Markers6 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	src-tauri/resources/official_models.json	320	"stringValue": "Follow these behavioral and workflow guidelines at all times:\n# Documentation\n- Maintain d	CODE
HIGH	src-tauri/resources/official_models.json	465	"stringValue": "Follow these behavioral and workflow guidelines at all times:\n# Documentation\n- Maintain d	CODE
HIGH	src-tauri/resources/official_models.json	1382	"stringValue": "Follow these behavioral and workflow guidelines at all times:\n# Documentation\n- Maintain d	CODE
HIGH	src-tauri/resources/official_models.json	2100	"stringValue": "Follow these behavioral and workflow guidelines at all times:\n# Documentation\n- Maintain d	CODE
HIGH	src-tauri/src/proxy/thinking_store.rs	4763	thought: "Thought generated by Gemini".to_string(),	CODE
HIGH	src-tauri/src/proxy/thinking_store.rs	4817	.map_or(false, \|s\| s.contains("Thought generated by Gemini"))),	CODE

Cross-Language Confusion (JS/TS)4 hits · 20 pts

Severity	File	Line	Snippet	Context
HIGH	src/pages/ApiProxy.tsx	1044	print(response.content[0].text)`;	CODE
HIGH	src/pages/ApiProxy.tsx	1062	print(response.text)`;	CODE
HIGH	src/pages/ApiProxy.tsx	1101	print(response.choices[0].message.content)`;	CODE
HIGH	src/pages/ApiProxy.tsx	1116	print(response.choices[0].message.content)`;	CODE

AI Slop Vocabulary5 hits · 14 pts

Severity	File	Line	Snippet	Context
MEDIUM	package-lock.json	10644	"resolved": "https://registry.npmmirror.com/robust-predicates/-/robust-predicates-3.0.2.tgz",	CODE
MEDIUM	src-tauri/src/lib.rs	354	// We'll skip passing AppHandle for now and just leverage the global buffer capability.	COMMENT
MEDIUM	src-tauri/src/modules/oauth_server.rs	168	// [FIX #931/850/778] More robust parsing and detailed logging	COMMENT
MEDIUM	src-tauri/src/modules/oauth_server.rs	168	// [FIX #931/850/778] More robust parsing and detailed logging	COMMENT
MEDIUM	src/components/common/DebouncedSlider.tsx	39	// Actually, simple onChange + onMouseUp is robust enough for standard ranges.	COMMENT

Modern AI Meta-Vocabulary4 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/样本2.txt	212	"text": "<identity>\nYou are Antigravity, a powerful agentic AI coding assistant designed by the Google Deepmi	CODE
MEDIUM	docs/baogao.txt	284	"text": "<identity>\nYou are Antigravity, a powerful agentic AI coding assistant designed by the Google Deepmi	CODE
MEDIUM	docs/claude样本.txt	331	"text": "<identity>\nYou are Antigravity, a powerful agentic AI coding assistant designed by the Google Deepmi	CODE
MEDIUM	docs/claude样本.txt	1160	"text": "<identity>\nYou are Antigravity, a powerful agentic AI coding assistant designed by the Google Deepmi	CODE

Hyper-Verbose Identifiers5 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	scripts/test_sqlite_sliding_and_thinking.py	116	def run_request_logs_sliding_window_test():	STRING
LOW	src/utils/modelCategory.ts	114	export function ensurePinnedImageSelector(selectorIds: string[] \| undefined): string[] {	CODE
LOW	src/components/accounts/accountValidationStatus.ts	28	export function getValidationBlockedStatusLabel(	CODE
LOW	src/pages/TokenStats.tsx	1569	function displayModelKeysOrAccounts(viewMode: ViewMode, allModels: string[], allAccounts: string[]): string[] {	CODE
LOW	src/services/accountService.ts	213	export async function bindDeviceProfileWithProfile(accountId: string, profile: DeviceProfile): Promise<DeviceProfile> {	CODE

Excessive Try-Catch Wrapping1 hit · 0 pts

Severity	File	Line	Snippet	Context
LOW	scripts/test_sqlite_sliding_and_thinking.py	218	except Exception as e:	STRING

lbjlaq/Antigravity-Manager

Open-Source Code Quality, Security and Technical Debt Review