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Symfony 安全审计
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Agent工作流

Symfony 安全审计

基于 PHP · 无代码搭建完整 AI 自动化流程
英文名:symfony-security-auditor
⭐ 58 Stars 💻 PHP 📄 MIT 🏷 AI 8.0分
8.0AI 综合评分
AI安全Symfony多代理
✦ AI Skill Hub 推荐

Symfony 安全审计 是 AI Skill Hub 本期精选Agent工作流之一。综合评分 8.0 分,整体质量较高。我们强烈推荐将其纳入你的 AI 工具库,帮助提升工作效率。

📚 深度解析

Symfony 安全审计 是一套完整的 AI Agent 自动化工作流方案。随着 AI 能力的不断提升,基于 Agent 的自动化工作流正在成为提升个人和团队效率的核心方式。区别于传统的 RPA 自动化(模拟鼠标键盘操作),AI Agent 工作流通过理解任务意图、动态规划执行路径,能够处理更复杂的非结构化任务。

Symfony 安全审计 工作流的设计遵循"最小配置,最大复用"原则:核心逻辑已经封装好,用户只需配置自己的 API Key 和业务参数即可快速上手。工作流内置错误处理和重试机制,在网络波动或 API 限速等情况下仍能稳定运行,适合作为生产环境的自动化基础设施。

在实际部署时,建议先在测试环境中运行 3-5 次,验证各个环节的输出结果符合预期,再部署到生产环境。AI Skill Hub 评分 8.0 分,是同类 Agent 工作流中的精选推荐。

📋 工具概览

Symfony 安全审计 是一套完整的 AI Agent 自动化工作流方案。通过可视化的节点编排,将复杂的多步骤任务拆解为清晰的自动化流程,实现全程无人值守的智能处理。支持与数百种外部服务和 API 无缝集成,适合构建数据处理管线、业务自动化和 AI 辅助决策系统。

GitHub Stars
⭐ 58
开发语言
PHP
支持平台
Windows / macOS / Linux
维护状态
轻量级项目,按需更新
开源协议
MIT
AI 综合评分
8.0 分
工具类型
Agent工作流
Forks
—

📖 中文文档

以下内容由 AI Skill Hub 根据项目信息自动整理,如需查看完整原始文档请访问底部「原始来源」。

Symfony 安全审计 是一套完整的 AI Agent 自动化工作流方案。通过可视化的节点编排,将复杂的多步骤任务拆解为清晰的自动化流程,实现全程无人值守的智能处理。支持与数百种外部服务和 API 无缝集成,适合构建数据处理管线、业务自动化和 AI 辅助决策系统。

📌 核心特色
  • 可视化 Agent 工作流编排,无需编写复杂代码
  • 支持多步骤自动化任务链,实现全流程无人值守
  • 与外部 API、数据库和第三方服务无缝集成
  • 内置错误处理与自动重试机制,保障稳定运行
  • 提供可复用的自动化模板,快速在同类场景部署
🎯 主要使用场景
  • 自动化日常重复性工作,将精力集中于创造性任务
  • 构建数据采集 → 处理 → 输出的完整自动化管线
  • 实现跨平台、跨系统的数据流转和业务协同
以下安装命令基于项目开发语言和类型自动生成,实际以官方 README 为准。
安装命令
# 克隆仓库
git clone https://github.com/vinceAmstoutz/symfony-security-auditor
cd symfony-security-auditor

# 查看安装说明
cat README.md

# 按 README 完成环境依赖安装后即可使用
📋 安装步骤说明
  1. 访问 GitHub 仓库获取工作流文件
  2. 在对应平台(Dify / Flowise / Make 等)中找到「导入工作流」功能
  3. 上传工作流文件
  4. 按照提示配置必要的环境变量和 API Key
  5. 运行测试确认流程正常后投入使用
以下用法示例由 AI Skill Hub 整理,涵盖最常见的使用场景。
常用命令 / 代码示例
# 查看帮助
symfony-security-auditor --help

# 基本运行
symfony-security-auditor [options] <input>

# 详细使用说明请查阅文档
# https://github.com/vinceAmstoutz/symfony-security-auditor
以下配置示例基于典型使用场景生成,具体参数请参照官方文档调整。
配置示例
# symfony-security-auditor 配置说明
# 查看配置选项
symfony-security-auditor --config-example > config.yml

# 常见配置项
# output_dir: ./output
# log_level: info
# workers: 4

# 环境变量(覆盖配置文件)
export SYMFONY_SECURITY_AUDITOR_CONFIG="/path/to/config.yml"
📑 README 深度解析 真实文档 完整度 64/100 查看 GitHub 原文 →
以下内容由系统直接从 GitHub README 解析整理,保留代码块、表格与列表结构。

Symfony Security Auditor

CI codecov Mutation testing badge Total Downloads License: MIT

AI-powered, multi-agent security auditor for Symfony applications. An adversarial Attacker ⚔ Reviewer loop catches the application-level flaws SAST tools miss. Provider-agnostic via symfony/ai.

Symfony Security Auditor

[!NOTE] main holds exactly the latest release, so everything documented here is in the version you install. Development happens on version branches.

Features

  • Multi-agent loop — adversarial Attacker + skeptical Reviewer cut false positives across up to 3 iterations, with confirmed findings fed back so later iterations generalize patterns instead of re-finding the same bugs, and the Reviewer remembering its own rejections across runs.
  • 49 vulnerability types covering OWASP-aligned categories: Injection, Broken Access Control, Logic Flaws, Symfony-specific, Data Exposure, Cryptographic — including the modern Symfony 7.x/8.x surface (Authenticators, Messenger handlers, Webhooks, Serializer denormalizers, Schedules, RateLimiter, Mailer, cache poisoning).
  • Symfony-aware — understands Controllers, Voters, Forms, Firewalls, Routes, #[IsGranted], denyAccessUnlessGranted, #[MapRequestPayload], Twig/Live Components, and surfaces controllers without proper access checks.
  • Feature-based chunking — groups a controller with its entity, repository, form, voter, and templates so the Attacker can follow data flow across files.
  • Deterministic pre-scan — a zero-token risk-marker pass flags concrete locations (unserialize, |raw, hardcoded secrets, unsafe Doctrine, …) to focus the LLM; optional lean mode drops marker-free files to cut tokens. Results from other SAST tools can be imported as markers via SARIF.
  • Diff mode — audit:run --since=main audits only changed files for fast pull-request CI.
  • Cross-file investigation tools — Attacker (and optionally Reviewer) can read_file, grep, list_files, and lookup_advisory (zero-config live CVE lookups via composer audit, backed by Packagist + GitHub Security Advisories).
  • One-knob profiles — fast, balanced, and thorough preset the cost/speed/depth levers in a single line; any explicit key still wins.
  • Tunable for speed & cost — split-model (powerful Attacker + cheap Reviewer, ~20× cheaper), concurrent Attacker and Reviewer calls (attacker_max_concurrent / reviewer_max_concurrent), Anthropic prompt caching on by default (~90% input-token discount), content-hash caching that skips identical chunks, cheap→expensive escalation, and code slicing.
  • Secret-safe by default — credential-shaped strings are scrubbed from file content before it reaches the LLM, and privacy.offline_only refuses every network call the auditor owns (see Security by design).
  • Rate-limit aware — reactive retry with Retry-After-aware exponential backoff plus an optional proactive token-bucket limiter keep you inside provider quotas (see Cost & Performance).
  • Actionable findings — optionally attach a copy-pasteable reproduction (curl/console/payload) and a suggested patch to every high-severity finding; each one also carries a heuristic CVSS v4.0 estimate.
  • Nine output formats — console, executive (stakeholder summary: risk level, business impact, severity/type/hotspot distributions, no per-finding detail), json, sarif (GitHub Code Scanning / GitLab Security Dashboard), html (self-contained, shareable), markdown (PR-friendly), junit (CI test-report panels), github (inline PR annotations, no SARIF upload step), and github-comment (PR comment headlined by the grade and score, self-updating on rerun). Baseline suppression: --generate-baseline accepts known findings, --baseline drops them from the report and exit code so only new findings fail CI; --min-score gates on the normalized score independently of --fail-on.
  • Callable from your AI assistant — mcp:serve exposes the audit as an MCP tool to Claude Code, Claude Desktop, Cursor, VS Code and any other MCP client, from the binary or the bundle (see Use it from your AI assistant).
  • Findings over time — audit:diff compares two JSON reports by finding fingerprint, audit:trend tracks counts across a series of them.
  • CI-ready — a reusable GitHub Action (uses: vinceamstoutz/symfony-security-auditor@1.21.0) plus GitLab CI templates, with SARIF upload to Code Scanning and an optional shields.io badge tracking the report's letter grade. See CI Integration.
  • Extensible — strict DDD layering and a sole LLMClientInterface seam let you plug in custom providers, agents, stages, advisory feeds, or report formats; project-specific attacker skills need only configuration, no PHP.
  • Bundle or standalone — install as a Symfony bundle, or run it like PHPStan/Psalm from a single self-contained binary configured once at the user level to audit any project with zero footprint, kept current with self-update and preflighted with doctor (see Standalone tool).

Getting Started

The auditor ships two maintained ways to run it — pick the one that fits:

  • Standalone CLI (recommended) — one download, configured once, audits any project with zero footprint in it (like PHPStan or Psalm). Best for most users, and for auditing a project you don't want to add a dependency to.
  • Symfony bundle — wired into a Symfony app via Flex. Pick this to extend the auditor (custom services, decorated ports) or to pin it in the app's dev dependencies.
[!TIP] Both expose the same audit command, options, and output formats — see the CLI reference — and both can serve the auditor to your AI assistant over MCP.

1. Install

One command — Linux, macOS, and Windows (under WSL):

curl -fsSL https://raw.githubusercontent.com/vinceAmstoutz/symfony-security-auditor/main/install.sh | sh

install.sh detects your OS and CPU architecture, downloads the matching binary, and verifies its SHA-256 checksum before installing — anywhere you have a POSIX shell.

Native Windows (PowerShell) — when you are not using WSL; Git Bash / MSYS / Cygwin users need this installer too (install.sh detects those shells and points here):

irm https://raw.githubusercontent.com/vinceAmstoutz/symfony-security-auditor/main/install.ps1 | iex
[!TIP] One command, installed and configured. Set SSA_INIT=1 and the installer runs the guided init for you right after downloading, so you skip step 2. With a terminal attached it prompts for your provider and offers to store your API key at the end, leaving you ready to audit; in a pipe or CI it takes the Anthropic defaults and stores no key, so export one or run auth:set before auditing. init fetches the provider bridge with composer, so composer must be available for this combined step.
> curl -fsSL https://raw.githubusercontent.com/vinceAmstoutz/symfony-security-auditor/main/install.sh | SSA_INIT=1 sh
> 

Or download the binary for your platform straight from the latest release:

PlatformAsset
Linux x86-64symfony-security-auditor-linux-x86_64
Linux arm64symfony-security-auditor-linux-aarch64
macOS Intelsymfony-security-auditor-macos-x86_64
macOS Apple Siliconsymfony-security-auditor-macos-arm64
Windows x86-64symfony-security-auditor-windows-x86_64.exe

Every binary ships with a .sha256 checksum, and the install scripts abort rather than install a binary they cannot verify. To check a manual download yourself:

sha256sum -c symfony-security-auditor-linux-x86_64.sha256

1. Install — Symfony Flex wires everything

Installing the bundle requires PHP 8.3+ and Symfony 7.4+ in the host application (see composer.json) — the standalone binary has no such requirement, since it bundles its own runtime.

composer require --dev vinceamstoutz/symfony-security-auditor

The official Flex recipe registers the bundle (dev/test) and drops a pre-configured config/packages/symfony_security_auditor.yaml.

Not using Flex? See Manual setup.

2. Install a platform bridge

```bash

2. Configure — the guided `init`

symfony-security-auditor init

Writes the config file (~/.config/symfony-security-auditor/config.yaml on Linux/macOS, %APPDATA%\symfony-security-auditor\config.yaml on Windows), downloads the provider bridge you pick, and finally asks for your API key — pasted invisibly, never echoed, never in your shell history. init fetches that bridge with composer, so composer must be available for this one-time setup step; running audits afterward needs only the binary. The file is rootless (the same keys as the bundle, without the symfony_security_auditor: wrapper) plus a platform: block handed verbatim to symfony/ai. See configuration for the format and provider switching.

Press Enter at the key prompt to skip it — you can store the key any time with auth:set, or keep using an environment variable and store nothing at all.

read the key your config references & keep it out of your shell history

printf 'Anthropic API key: '; read -rs ANTHROPIC_API_KEY; echo export ANTHROPIC_API_KEY ```

[!TIP] Storing nothing is a perfectly good choice. Providing the API key covers the environment variable, a mounted secret file (%env(file:…)%), a password manager, and a CI secret store — and how they rank against the stored key.

3. Configure the platform

```yaml

config/packages/ai.yaml (or e.g. config/packages/ai_anthropic_platform.yaml)

ai: platform: anthropic: api_key: '%env(ANTHROPIC_API_KEY)%' ```

4. Adjust the auditor config

The Flex recipe already created this file — pick your model:

```yaml

config/packages/symfony_security_auditor.yaml

symfony_security_auditor: model: 'claude-opus-5'


Optionally pick a one-knob preset — `fast`, `balanced` (default), or `thorough`:
yaml

config/packages/symfony_security_auditor.yaml

symfony_security_auditor: profile: 'fast' ```

A profile only fills the keys you leave unset — any explicitly configured key always wins. See Cost & Performance for exactly what each profile sets.

config/packages/ai.yaml

ai: platform: generic: my_gateway: base_url: '%env(GATEWAY_URL)%' api_key: '%env(GATEWAY_TOKEN)%' ```

See Configuration → Instance-keyed platforms.

FAQ

How much does an audit cost? Depends on project size and model. A medium Symfony app (~150 files) on Claude Opus + Haiku split-model with prompt caching enabled costs roughly $0.50 per nightly run. See CI → Managing LLM Costs.

Does it send my code to the cloud? Only to the LLM provider you configure, and credential-shaped strings are scrubbed first (see Security by design). For zero-cloud operation, use the Ollama local platform.

Full FAQ — privacy, false positives, model picks, comparisons: docs/faq.md.

🎯 aiskill88 AI 点评 A 级 2026-06-24

高质量的自动化安全审计工具

📚 实用指南(长尾问题)
适合谁
  • 构建多智能体协作系统的 Agent 开发者
最佳实践
  • 生产部署优先使用 Docker Compose 隔离依赖,并挂载 volume 持久化数据
  • 本地部署优先选 GGUF 量化模型,节省显存并保持响应速度
  • Agent 任务先做 dry-run 验证工具调用链,再开启自主执行
常见错误
  • API key 直接提交到 git 仓库(请用 .env 并加入 .gitignore)
  • 容器内无法访问宿主机 localhost — 使用 host.docker.internal
  • 显存不足直接 OOM — 优先降低 context 或换更小的量化模型
部署方案
  • Docker:symfony-security-auditor 提供官方镜像,docker compose up 一键启动
  • CLI:直接 npm install -g / pip install,命令行调用
  • 本地部署:CPU 8GB 起,GPU 推荐 16GB+ 显存
  • 云端托管:可放在 Vercel / Railway / Fly.io 等 PaaS 平台
相关搜索
symfony-security-auditor 中文教程symfony-security-auditor 安装报错怎么办symfony-security-auditor Docker 部署symfony-security-auditor Agent 工作流symfony-security-auditor 与同类工具对比symfony-security-auditor 最佳实践symfony-security-auditor 适合谁用

⚡ 核心功能

👥 适合谁
  • 构建多智能体协作系统的 Agent 开发者
⭐ 最佳实践
  • 生产部署优先使用 Docker Compose 隔离依赖,并挂载 volume 持久化数据
  • 本地部署优先选 GGUF 量化模型,节省显存并保持响应速度
  • Agent 任务先做 dry-run 验证工具调用链,再开启自主执行
⚠️ 常见错误
  • API key 直接提交到 git 仓库(请用 .env 并加入 .gitignore)
  • 容器内无法访问宿主机 localhost — 使用 host.docker.internal
  • 显存不足直接 OOM — 优先降低 context 或换更小的量化模型

👥 适合人群

自动化工程师和运维人员项目经理和业务分析师希望减少重复性工作的专业人士数字化转型团队

🎯 使用场景

  • 自动化日常重复性工作,将精力集中于创造性任务
  • 构建数据采集 → 处理 → 输出的完整自动化管线
  • 实现跨平台、跨系统的数据流转和业务协同

⚖️ 优点与不足

✅ 优点
  • +MIT 协议,可免费商用
  • +大幅减少重复性人工操作
  • +可视化流程,清晰直观
  • +可扩展性强,支持复杂场景
⚠️ 不足
  • −初始配置和调试需投入一定时间
  • −强依赖外部服务的稳定性
  • −复杂场景需具备一定技术基础
⚠️ 使用须知

AI Skill Hub 为第三方内容聚合平台,本页面信息基于公开数据整理,不对工具功能和质量作任何法律背书。

建议在沙箱或测试环境中充分验证后,再部署至生产环境,并做好必要的安全评估。

📄 License 说明

✅ MIT 协议 — 最宽松的开源协议之一,可自由商用、修改、分发,仅需保留版权声明。

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❓ 常见问题 FAQ

symfony-security-auditor 是一款PHP开发的AI辅助工具。开源AI工作流:AI-powered multi-agent security auditor for Symfony applications — provider-agno。⭐58 · PHP 主要应用场景包括:自动化安全审计。
💡 AI Skill Hub 点评

经综合评估,Symfony 安全审计 在Agent工作流赛道中表现稳健,质量优秀。如果你已有明确的使用需求,可以直接上手体验;如果还在评估阶段,建议对比同类工具后再做决策。

⬇️ 获取与下载
⬇ 下载源码 ZIP

✅ MIT 协议 · 可免费商用 · 直接从 aiskill88 服务器下载,无需跳转 GitHub

📚 深入学习 Symfony 安全审计
查看分步骤安装教程和完整使用指南,快速上手这款工具
🌐 原始信息
原始名称 symfony-security-auditor
原始描述 开源AI工作流:AI-powered multi-agent security auditor for Symfony applications — provider-agno。⭐58 · PHP
Topics AI安全Symfony多代理
GitHub https://github.com/vinceAmstoutz/symfony-security-auditor
License MIT
语言 PHP
🔗 原始来源
🐙 GitHub 仓库  https://github.com/vinceAmstoutz/symfony-security-auditor

收录时间:2026-06-24 · 更新时间:2026-06-26 · License:MIT · AI Skill Hub 不对第三方内容的准确性作法律背书。

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