
项目说明
Awesome Security Pipeline
![Awesome]()
![License: CC0-1.0]()
![Security Baseline]()
> The practical, continuously guide to selecting and implementing open-source security tools at every CI/CD pipeline stage.
92 metadata- repositories · 6 recipe-tested controls · catalog July 16, 2026
Start with a working pipeline, not an empty checklist. The included GitHub Actions baseline runs Gitleaks, Semgrep, OS, Trivy, Syft, and keyless Cosign against a safe demo, retains machine-readable e, and passed end to end in 2m21s on GitHub-hosted runners.
Maintenance promise: repository status is checked weekly, license and documentation e monthly, and the tested recipe after every relevant change and at least monthly. Classification rules and exceptions are public in the methodology.
Run the tested pipeline → · Choose controls for your project · Browse tools by pipeline stage · Read the methodology

Start here
| If you want to… | Start with |
|---|---|
| See a complete working implementation | 10-minute quick start |
| Understand the architecture and measured implementation findings | Technical implementation article |
| Understand every job, artifact, permission, and failure mode | Security demo guide |
| Review user- release changes and e | Changelog |
| Choose a smaller or more specialized stack | Project-type selection matrix |
| Compare GitHub Actions security tools and permissions | Open-source stack comparison |
| Choose an SBOM generator and workflow | SBOM tools comparison |
| Inspect continuously tested SBOM compatibility history | SBOM benchmark reports |
| E why these tools were selected | Reference stack decision |
| Check how projects are selected and classified | Curation and methodology |
10-minute quick start
The fastest safe trial is to run the committed demo in a fork. It requires only a GitHub account and GitHub Actions; it requires no cloud account, custom secret, registry, or deployment.
1. Fork this repository and enable GitHub Actions in the fork.
2. Open Actions → Security Baseline → Run workflow and select the default branch.
3. Confirm the Secrets, SAST, Dependencies, IaC, Build, and Package jobs pass.
4. Inspect the named scan reports, CycloneDX SBOM, exported image, and immutable digest under Artifacts.
5. To test keyless signing, push the unchanged workflow to the fork's default branch or a v* tag. Manual and pull-request runs intentionally skip signing.
To adapt the baseline in another repository, copy these paths first, then change the examples/security-demo/app scan and build paths to your application:
The default policy fails on detected secrets, configured high-confidence SAST findings, any published dependency , and fixed HIGH/CRITICAL configuration or image findings. SARIF upload requires GitHub code scanning support; all reports remain downloadable workflow artifacts. See the demo guide before changing thresholds or permissions.
Choose your baseline
Use the smallest set that covers the artifacts you actually ship. “Regulated” below is a starting architecture, not a compliance claim.
| Project type | Start with | Add when applicable | Why |
|---|---|---|---|
| Library | Gitleaks, Semgrep, OS | Syft for release SBOMs; Cosign for signed release files | Protect source and dependencies without container-only stages. |
| Web application | Gitleaks, Semgrep, OS | ZAP against a controlled test deployment | Combine source/dependency gates with explicit dynamic testing. |
| Container service | Tested baseline: Gitleaks, Semgrep, OS, Trivy, Syft, Cosign | Runtime detection such as Falco when operating the service | Co, image, SBOM, and signed-package risks. |
| Kubernetes service | Container-service baseline | Tri scanning, Kyverno or Gatekeeper admission policy, runtime detection | Separate build-time e from cluster admission and runtime controls. |
| Regulated project | Relevant baseline above with retained SARIF, SBOM, digest, and signature | Organization-specific policy, approvals, pro, and e retention | Produce re e while leaving control mapping to the applicable framework. |
Contents
Start here10-minute quick startChoose your baselineTool catalogPre-commit & Secrets DetectionSBOM GenerationArtifact Signing & Supply Chain ComplianceSoftware Composition Analysis (SCA)Static Application Security Testing (SAST) - Multi-language
- Language-specific
Infrastructure as Code SecurityContainer Security - Image Scanning
- Runtime Security
Kubernetes SecurityPolicy as CodeSecret ManagementAPI & Dynamic Testing (DAST)Cloud SecurityLegacy and Reference ToolsReading the BadgesContributingLicense---
Tool catalog
Entries below are organized by where they operate in a delivery pipeline. Status reflects repository activity, not security effecti; stars indicate adoption, not quality. Multi-purpose tools may appear in more than one category with a category-specific description.
Pre-commit & Secrets Detection
Catch secrets and credentials before they enter your repository.
detect-secrets - Prevent secrets from entering codebases. !Stale !Stars !Last Commitgit-secrets - Prevent committing AWS credentials and secrets. !Unmaintained !Stars !Last Commitgitleaks - Detect and prevent secrets in git repos. !Active !Stars !Last Commitpre-commit - Manage multi-language pre-commit hooks. !Active !Stars !Last Committalisman - Detect secrets with pre-push and pre-commit hooks. !Stale !Stars !Last Committrufflehog - Find credentials in git history and li. !Active !Stars !Last CommitSBOM Generation
Generate Software Bill of Materials for supply chain .
cdxgen - Create CycloneDX SBOMs for languages. !Active !Stars !Last Commitcyclonedx-cli - Inspect, convert, and merge CycloneDX SBOMs. !Active !Stars !Last Commitsbom-tool - Generate SBOMs for build artifacts and source repositories. !Active !Stars !Last Commitsbomlyze - Compare SBOMs to detect supply-chain drift. !Active !Stars !Last Commitsyft - Generate SBOMs from container images and filesystems. !Active !Stars !Last CommitArtifact Signing &
Sign and container images and artifacts for supply chain security.
cosign - Sign and container images. !Active !Stars !Last Commitnotation - Sign and OCI artifacts with Notary Project specifications. !Active !Stars !Last Commitrekor - Record signed artifacts in a tamper-resistant transparency log. !Active !Stars !Last CommitSupply Chain Compliance
Audit and supply chain security against industry benchmarks.
in-toto - Protect software supply-chain integrity with signed metadata. !Active !Stars !Last Commitscorecard - Measure open-source project security practices with OpenSSF checks. !Active !Stars !Last Commitslsa- - SLSA pro for supply chain security. !Active !Stars !Last CommitSoftware Composition Analysis (SCA)
Scan dependencies for known .
bomber - Scan SBOMs for . !Stale !Stars !Last Commitdependency-track - Track components and analyze dependency risk from SBOMs. !Active !Stars !Last Commitgrype - Scan filesystems and SBOMs for dependency . !Active !Stars !Last Commitos - Scan dependencies for in the OS. !Active !Stars !Last Commitsafe-chain - Block malicious packages during npm/pip install. !Active !Stars !Last Commitsnyk-cli - Find and fix in dependencies. !Active !Stars !Last Committrivy - Scan operating-system and language dependencies for . !Active !Stars !Last Commitvet - Enforce dependency policies and report supply-chain risks. !Active !Stars !Last CommitStatic Application Security Testing (SAST)
Analyze source code for security .
Multi-language
Tools that support multiple programming languages.
bearer - Trace sensitive data flows and detect security risks in code. !Active !Stars !Last Commitcodeql - Analyze code semantically with GitHub's query engine. !Active !Stars !Last Commitsemgrep - Scan source code with multi-language static-analysis rules. !Active !Stars !Last Commitsonarqube - Inspect code continuously for quality and security issues. !Active !Stars !Last Commitspotbugs - Find bug patterns in Ja. !Active !Stars !Last CommitLanguage-specific
Specialized tools for indi programming languages.
#### Python
bandit - Find common security issues in Python code. !Active !Stars !Last Commitsafety - Check Python dependencies for . !Active !Stars !Last Commit#### Ja/Node.js
eslint-plugin-security - Detect security patterns in Node.js with ESLint rules. !Active !Stars !Last Commit#### Go
gosec - Find security issues in Go source code. !Active !Stars !Last Commitgo - Report reachable Go in source and binaries. !Active !Stars !Last Commit#### Ruby
brakeman - Scan Ruby on Rails applications with static analysis. !Active !Stars !Last Commit#### PHP
phpstan - Analyze PHP code without running it. !Active !Stars !Last Commitpsalm - Analyze PHP code for type and security issues. !Active !Stars !Last Commit#### Rust
cargo-audit - Audit Cargo.lock for crates with security . !Active !Stars !Last CommitInfrastructure as Code Security
Scan infrastructure configurations for security misconfigurations.
cfn-lint - Lint AWS CloudFormation templates with security rules. !Active !Stars !Last Commitcheckov - Scan cloud infrastructure configurations. !Active !Stars !Last Commitkics - Find security and compliance issues in IaC. !Active !Stars !Last Commitsnyk-iac - Scan infrastructure as code for security issues. !Active !Stars !Last Committrivy - Scan Terraform, CloudFormation, and other IaC for misconfigurations. !Active !Stars !Last Commitzizmor - Analyze GitHub Actions workflows for security issues. !Active !Stars !Last CommitContainer Security
Secure container images and runtime en.
Image Scanning
Scan container images for before deployment.
clair - Analyze container images for known . !Active !Stars !Last Commitdocker-bench-security - Check Docker deployment against CIS benchmarks. !Active !Stars !Last Commitdockle - Lint container images for security best practices. !Active !Stars !Last Commitgrype - Scan container images for operating-system and library . !Active !Stars !Last Commithadolint - Lint Dockerfiles for security and build best practices. !Active !Stars !Last Committrivy - Scan container images for operating-system and library . !Active !Stars !Last CommitRuntime Security
Monitor and protect containers at runtime.
falco - Detect runtime threats in cloud-nati. !Active !Stars !Last Committetragon - Observe and enforce runtime security with eBPF. !Active !Stars !Last Committracee - Trace Linux runtime activity and security events with eBPF. !Active !Stars !Last CommitKubernetes Security
Secure Kubernetes clusters, manifests, and workloads.
kube-bench - Check Kubernetes against CIS benchmarks. !Active !Stars !Last Commitkube-linter - Analyze Kubernetes YAML and Helm charts before deployment. !Active !Stars !Last Commitkubescape - Analyze Kubernetes security risk and configuration compliance. !Active !Stars !Last CommitKubeStellar Console - View security signals across multiple Kubernetes clusters. !Active !Stars !Last Commitkyverno - Enforce policies with Kubernetes-nati. !Active !Stars !Last Commitpolaris - Kubernetes best practices and policies. !Active !Stars !Last Committri - Generate Kubernetes-nati reports. !Active !Stars !Last CommitPolicy as Code
Define and enforce security policies as code across your infrastructure.
conftest - Test configuration files against OPA policies. !Active !Stars !Last Commitgatekeeper - Enforce OPA policies through Kubernetes admission control. !Active !Stars !Last Commitopa - E policy as code across application and infrastructure systems. !Active !Stars !Last CommitSecret Management
Securely manage and distribute secrets in Kubernetes and GitOps workflows.
external-secrets - Sync secrets from AWS/Vault/Azure into Kubernetes. !Active !Stars !Last Commitinfisical - Manage application secrets with automation integrations. !Active !Stars !Last Commitsealed-secrets - Encrypt secrets locally, decrypt only in cluster. !Active !Stars !Last Commitsops - Encrypt structured files while preserving editor workflows. !Active !Stars !Last Commitvault - Manage secrets, encryption, and pri access. !Active !Stars !Last CommitAPI & Dynamic Testing (DAST)
Test running applications for .
nikto - Scan web servers for dangerous files and known . !Active !Stars !Last Commitnuclei - Scan applications and infrastructure with customizable templates. !Active !Stars !Last Commitsqlmap - Detect and SQL injection . !Active !Stars !Last Commitwapiti - Scan web applications for with black-box testing. !Active !Stars !Last CommitDark-Moon - Autonomous AI penetration testing platform that exercises running web, API, Acti and Kubernetes targets with proof of exploitation. !Active !Stars !Last Commitzap - Scan web applications dynamically with OWASP ZAP. !Active !Stars !Last CommitCloud Security
Assess and audit cloud infrastructure security posture.
cartography - Map infrastructure relationships and attack surface. !Active !Stars !Last Commitcloudquery - In cloud assets and analyze them with SQL. !Active !Stars !Last Commitcloudsplaining - Assess AWS IAM policies for risky permissions. !Active !Stars !Last Commitprowler - Assess AWS, Azure, and GCP security configurations. !Active !Stars !Last Commitsteampipe - Query cloud resources using SQL. !Active !Stars !Last CommitLegacy and Reference Tools
These projects are retained for migration research and historical context, not recommended for new adoption. They are separated from the acti because their repositories are archived or exceed the project's unmaintained threshold. Prefer the maintained alternati beside an entry or select one from the acti above.
Pre-commit & Secrets Detection
whispers - Identify hardcoded secrets in static code analysis. !Archived !Stars !Last CommitSBOM Generation
spdx-sbom-generator - Generate SPDX format SBOMs from source code. !Archived !Stars !Last Committern - Analyze container images for software composition. !Unmaintained !Stars !Last CommitSupply Chain Compliance
chain-bench - Audit supply chain against CIS benchmarks. !Unmaintained !Stars !Last CommitStatic Application Security Testing (SAST) › Multi-language
horusec - Analyze source code across multiple languages. !Unmaintained !Stars !Last CommitStatic Application Security Testing (SAST) › Language-specific › Python
pyre-check - Analyze Python types and selected security properties. !Archived !Stars !Last CommitStatic Application Security Testing (SAST) › Language-specific › Ja/Node.js
njsscan - Analyze Node.js applications with semantic SAST rules. !Active !Stars !Last CommitInfrastructure as Code Security
terrascan - Detect compliance and security in IaC. !Archived !Stars !Last Committfsec - Scan Terraform code for security issues. !Unmaintained !Stars !Last CommitContainer Security › Image Scanning
anchore-engine - Analyze containers and e image policies. !Archived !Stars !Last Commit *(Migrate to Syft + Grype)*dive - Inspect image layers and contents; it does not scan databases. !Unmaintained !Stars !Last CommitContainer Security › Runtime Security
sysdig-inspect - system calls and analyze containers. !Active !Stars !Last CommitKubernetes Security
kube-hunter - Hunt for security weaknesses in Kubernetes clusters. !Unmaintained !Stars !Last Commitkubiscan - Scan Kubernetes RBAC for risky permissions. !Unmaintained !Stars !Last CommitPolicy as Code
datree - Prevent Kubernetes misconfigurations. !Archived !Stars !Last CommitAPI & Dynamic Testing (DAST)
arachni - Scan web applications for security issues. !Archived !Stars !Last Commit *(Consider ZAP or Nuclei instead)*Cloud Security
ScoutSuite - Audit security configurations across multiple cloud pro. !Unmaintained !Stars !Last Commit---
Reading the Badges
Each tool displays status and activity badges for transparency.
Maintenance Status (Updated Weekly)
Status badges are automatically updated every week by our GitHub Action to reflect current maintenance status.
| Badge | Meaning |
|-------|---------|
| !Active | Active - Updated within the last 6 months |
| !Stale | Stale - No updates in 6-12 months; use with caution |
| !Unmaintained | Unmaintained - No updates in 12+ months; consider alternatives |
| !Archived | Archived - Repository has been archived by owner |
| !Deprecated | Deprecated - Officially superseded; migration recommended |
Activity Badges
| Badge | Meaning |
|-------|---------|
| !Stars | GitHub star count - indicates community adoption |
| !Last Commit | Last commit date - shows exact update time |
> Tip: While we update status badges weekly, always the "Last Commit" badge for the most current information before adopting a tool.
Contributing
Contributions are welcome! Please read the contribution guidelines first.
Before submitting:
Repository must be at least 1 month old (anti-spam requirement)Repository must have at least 5 starsTool must have been updated within the last 12 monthsYou must disclose any affiliation with the toolSee CONTRIBUTING.md for full details.
License
![CC0]()
To the extent possible under law, the contributors ha all copyright and related or neighboring rights to this work.
项目信息
开发语言:Python
Star 数:20
技术要点
该项目属于安全软件方向的开源资源,代码结构清晰,适合安全研究人员学习参考。项目围绕Practical, continuously verified open-source DevSecOps tools and a tested CI/CD security pipeline for GitHub Actions, covering SBOM, SAST, SCA, secrets, containers, and signing.展开,提供了可运行的实现,对理解相关安全机制、工具原理与攻防技术具有较高的研究价值。
从技术实现角度看,此类项目的核心在于对底层原理的深入理解与工程化落地。开发者在研究过程中可以结合官方文档与社区讨论,梳理项目的初始化流程、核心模块职责与数据流转,逐步掌握其中的技术细节与设计思路。
使用与学习建议
1. 下载源码压缩包,解压到本地环境。
2. 根据项目类型准备对应的运行环境与依赖。
3. 按照 README 中的步骤完成配置与部署。
4. 在隔离的测试环境中运行验证,避免影响生产系统。
免责声明
本资源来源于开源社区,仅供安全研究、技术学习与合法授权范围内的攻防演练使用,请勿用于任何非法或侵害他人权益的用途。使用本项目产生的一切后果由使用者自行承担。