# 🔥 RedForge CLI
**Developer-first automated LLM red-team platform**
[](https://github.com/siwenwang0803/RedForge/releases)
[](https://github.com/siwenwang0803/RedForge/actions/workflows/e2e_core.yml)
[](LICENSE)
[](https://www.producthunt.com/posts/redforge)
[](https://python.org)
[](https://owasp.org/www-project-top-10-for-large-language-model-applications/)
> **🚀 Status:** ✅ Sprint S-3 Complete (July 2025) - Product Hunt Ready, Enterprise Deployments Active
> **📋 Reference:** [Product One-Pager](docs/RedForge/00-Product-OnePager.md) | [12M Roadmap](docs/RedForge/01-12M-Roadmap.md) | [Landing Page](https://siwenwang0803.github.io/RedForge/)
## Problem We Solve
Large-language-model (LLM) apps ship to production with **invisible jailbreak, data-leak, and cost-explosion risks**. Regulators mandate continuous red-teaming (EU AI Act Art.55, US EO 14110).
**RedForge** automates OWASP LLM Top 10 testing:
- ✅ Local execution (keys on-prem)
- ✅ Audit-ready reports (NIST AI-RMF mapping)
- ✅ Docker CLI setup in 5 minutes
- ✅ Coverage tracking for compliance gaps
## Example Use Cases
- **Fintech Compliance**: Scan GPT-4 for PCI DSS vulns, generate NIST-mapped PDF before audits.
- **Enterprise Dev**: Integrate OWASP tests in CI/CD, chaos-test for resilience.
- **Security Research**: Dry-run attacks, analyze feedback, customize for bias/PII threats.
## Quick Start
```bash
pip install redforge
redforge doctor # Environment self-check
redforge scan gpt-4 --offline --dry-run
```
**🚀 [Try Cloud Scan - $29/mo](https://siwenwang0803.github.io/RedForge/) | 📖 [Full Documentation](docs/) | 📊 [Threat Model](docs/RedForge/Security/Guardrail_Threat_Model.md)**
### 🐳 Docker Alternative
```bash
docker run --rm siwenwang0803/redforge:latest scan gpt-4 --dry-run
```
### ☁️ Cloud Starter ($29/month)
1. Click **[Get Starter Key](https://siwenwang0803.github.io/RedForge/)** →
2. In CLI:
```bash
redforge signup --email you@example.com
redforge scan gpt-4 --cloud-api-key <your_key>
```
3. Access advanced features: unlimited scans, team collaboration, compliance reports
### 📦 Advanced Installation
```bash
pip install redforge
redforge scan gpt-4 --dry-run
```
### ⚓ Helm (Kubernetes)
```bash
# Add repository
helm repo add redforge https://siwenwang0803.github.io/RedForge
helm repo update
# Install CLI for job-based scanning
helm install my-cli redforge/redforge-cli \
--set secrets.openaiApiKey="your-api-key"
# Install sidecar for runtime monitoring
helm install my-sidecar redforge/redforge-sidecar \
--set secrets.apiKeys.openai="your-api-key"
```
## Core Features
**✨ New in v0.3.1 – Product Hunt Preview**:
- 🔥 **Open-core tiering**: Free offline mode, Starter ($29/mo), Pro ($99/mo)
- 📊 **Enhanced reporting**: PDF/HTML/JSON with compliance mapping
- 💳 **Stripe integration**: Seamless checkout + webhook automation
- 🔧 **Improved offline mode**: No OPENAI_API_KEY required for dry runs
- 🐛 **Bug fixes**: Typer 0.9 compatibility, CI/CD stability
- ✅ **Production ready**: Full E2E workflow validation
### 🚀 Key Capabilities
- **Automated Testing**: OWASP LLM Top 10 (47 attacks), prompt injection/leakage detection, risk scoring (0-10 CVSS-like).
- **Reporting**: JSON/PDF/HTML/CSV with compliance (NIST, EU AI Act, SOC2, PCI DSS).
- **Compliance & Audit**: NIST AI-RMF/EU Act mappings, cryptographic trails.
- **Production Ready**: Docker/K8s, rate limiting, chaos testing, lightweight mode.
- **Community-Driven**: Feedback collection/analysis, automated roadmaps.
<details>
<summary>📄 Detailed Features (Click to Expand)</summary>
### 🔒 Security Testing
- Complete OWASP LLM Top 10 coverage with 47 pre-built attacks
- Real-time vulnerability detection with confidence scoring
- Evidence collection and cryptographic audit trails
- Custom attack pack support (coming soon)
### 📊 Compliance & Reporting
- Multi-framework support: NIST AI-RMF, EU AI Act, SOC 2, ISO 27001, PCI DSS v4.0
- Executive summaries with risk assessments
- Remediation roadmaps and priority guidance
- Export to JSON, HTML, PDF, CSV formats
### 🚀 Production Features
- Docker and Kubernetes deployment ready
- Rate limiting and timeout controls
- Chaos testing for resilience validation
- CI/CD integration with GitHub Actions
- Telemetry and feedback collection
</details>
## Pro Features & Pilots
- **Free OSS CLI** for basics.
- **Paid Pilots**: $4-7k one-off pentests with custom PDFs (dev@redforge.com).
- **Upcoming SaaS**: $1k/mo for dashboards, monitoring, premium modules (FinOps, Privacy). Waitlist: [redforge.com](https://redforge.com)
## Attack Packs
### 🔴 OWASP LLM Top 10 (Default)
| Category | Attacks | Severity | Description |
|----------|---------|----------|-------------|
| LLM01 - Prompt Injection | 12 | Critical | Direct/indirect manipulation |
| LLM02 - Insecure Output | 6 | High | XSS/code injection |
| LLM03 - Training Data Poisoning | 4 | Medium | Data corruption attacks |
| LLM04 - Model DoS | 8 | High | Resource exhaustion |
| LLM05 - Supply Chain | 3 | Medium | Third-party vulnerabilities |
| LLM06 - Info Disclosure | 7 | Critical | Sensitive data leakage |
| LLM07 - Insecure Plugins | 5 | High | Plugin design flaws |
| LLM08 - Excessive Agency | 4 | Medium | Over-privileged actions |
| LLM09 - Overreliance | 3 | Low | Human dependency issues |
| LLM10 - Model Theft | 2 | Medium | IP extraction attempts |
Full details: [Attack Packs Reference](docs/attack-packs.md).
### 🔮 Coming Soon
- **FinOps** (cost detection, S-9)
- **Privacy** (GDPR/CCPA, S-10)
- **Bias** (fairness testing, S-11)
## Configuration
Sample `redforge.yaml`:
```yaml
target:
endpoint: "https://api.openai.com/v1/chat/completions"
model: "gpt-4"
scan:
max_requests: 100
timeout: 30
# Full config: See Configuration Reference
```
## Roadmap & Status
- **S-1** (✅ Complete): CLI foundation, OWASP Top 10 coverage, report generation
- **S-2/Pilot-0** (✅ Complete): K8s sidecar, chaos testing, PCI DSS compliance
- **S-3** (✅ Complete - v0.3.1): Open-core model, Stripe payments, Product Hunt launch ready
- **S-4** (🚀 Next - Aug 2025): SaaS dashboard, team collaboration, advanced analytics
Full: [12M Roadmap](docs/RedForge/01-12M-Roadmap.md)
## Development & CI/CD
**Prerequisites**: Python 3.11+, Poetry, Docker.
```bash
git clone https://github.com/siwenwang0803/RedForge.git
make install # Setup
make test # Run tests
```
CI/CD examples: [CI/CD Guide](docs/cicd.md).
## Documentation & Links
- **📖 [Full Documentation](docs/)** - Complete setup and usage guides
- **🛡️ [Threat Model](docs/RedForge/Security/Guardrail_Threat_Model.md)** - Security architecture and risk analysis
- **⚓ [Helm Charts](https://siwenwang0803.github.io/RedForge/helm/)** - Kubernetes deployment
- **📋 [CLI Reference](docs/cli-spec.md)** - Complete command documentation
- **🔧 [Configuration Guide](docs/config.md)** - Advanced configuration options
## Support & Community
- **Issues**: [GitHub Issues](https://github.com/siwenwang0803/RedForge/issues)
- **Cloud Support**: dev@solvas.ai
- **Enterprise**: Schedule demo via [landing page](https://siwenwang0803.github.io/RedForge/)
## Security & License
- Local exec, no exfil, opt-in telemetry.
- **MIT License**: [LICENSE](LICENSE).
- **Disclaimer**: For authorized testing only.
## Contributors
- **AI Team**: Claude 4 Sonnet (Dev Lead), ChatGPT o3-pro (Strategy), etc.
- **Partners**: 3 confidential enterprises.
## Star History
<img src="https://api.star-history.com/svg?repos=siwenwang0803/RedForge&type=Date" alt="Star History Chart">
---
**Ready to secure your LLM?** `pip install redforge && redforge scan gpt-4 --dry-run`
**Questions**: dev@redforge.com
**SaaS Waitlist**: [redforge.com](https://redforge.com)
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"description": "# \ud83d\udd25 RedForge CLI\n\n**Developer-first automated LLM red-team platform**\n\n[](https://github.com/siwenwang0803/RedForge/releases)\n[](https://github.com/siwenwang0803/RedForge/actions/workflows/e2e_core.yml)\n[](LICENSE)\n[](https://www.producthunt.com/posts/redforge)\n[](https://python.org)\n[](https://owasp.org/www-project-top-10-for-large-language-model-applications/)\n\n> **\ud83d\ude80 Status:** \u2705 Sprint S-3 Complete (July 2025) - Product Hunt Ready, Enterprise Deployments Active \n> **\ud83d\udccb Reference:** [Product One-Pager](docs/RedForge/00-Product-OnePager.md) | [12M Roadmap](docs/RedForge/01-12M-Roadmap.md) | [Landing Page](https://siwenwang0803.github.io/RedForge/)\n\n## Problem We Solve\n\nLarge-language-model (LLM) apps ship to production with **invisible jailbreak, data-leak, and cost-explosion risks**. Regulators mandate continuous red-teaming (EU AI Act Art.55, US EO 14110).\n\n**RedForge** automates OWASP LLM Top 10 testing:\n- \u2705 Local execution (keys on-prem)\n- \u2705 Audit-ready reports (NIST AI-RMF mapping)\n- \u2705 Docker CLI setup in 5 minutes\n- \u2705 Coverage tracking for compliance gaps\n\n## Example Use Cases\n\n- **Fintech Compliance**: Scan GPT-4 for PCI DSS vulns, generate NIST-mapped PDF before audits.\n- **Enterprise Dev**: Integrate OWASP tests in CI/CD, chaos-test for resilience.\n- **Security Research**: Dry-run attacks, analyze feedback, customize for bias/PII threats.\n\n## Quick Start\n\n```bash\npip install redforge\nredforge doctor # Environment self-check\nredforge scan gpt-4 --offline --dry-run\n```\n\n**\ud83d\ude80 [Try Cloud Scan - $29/mo](https://siwenwang0803.github.io/RedForge/) | \ud83d\udcd6 [Full Documentation](docs/) | \ud83d\udcca [Threat Model](docs/RedForge/Security/Guardrail_Threat_Model.md)**\n\n### \ud83d\udc33 Docker Alternative\n\n```bash\ndocker run --rm siwenwang0803/redforge:latest scan gpt-4 --dry-run\n```\n\n### \u2601\ufe0f Cloud Starter ($29/month)\n\n1. Click **[Get Starter Key](https://siwenwang0803.github.io/RedForge/)** \u2192\n2. In CLI:\n ```bash\n redforge signup --email you@example.com\n redforge scan gpt-4 --cloud-api-key <your_key>\n ```\n3. Access advanced features: unlimited scans, team collaboration, compliance reports\n\n### \ud83d\udce6 Advanced Installation\n\n```bash\npip install redforge\nredforge scan gpt-4 --dry-run\n```\n\n### \u2693 Helm (Kubernetes)\n\n```bash\n# Add repository\nhelm repo add redforge https://siwenwang0803.github.io/RedForge\nhelm repo update\n\n# Install CLI for job-based scanning\nhelm install my-cli redforge/redforge-cli \\\n --set secrets.openaiApiKey=\"your-api-key\"\n\n# Install sidecar for runtime monitoring\nhelm install my-sidecar redforge/redforge-sidecar \\\n --set secrets.apiKeys.openai=\"your-api-key\"\n```\n\n## Core Features\n\n**\u2728 New in v0.3.1 \u2013 Product Hunt Preview**:\n- \ud83d\udd25 **Open-core tiering**: Free offline mode, Starter ($29/mo), Pro ($99/mo)\n- \ud83d\udcca **Enhanced reporting**: PDF/HTML/JSON with compliance mapping\n- \ud83d\udcb3 **Stripe integration**: Seamless checkout + webhook automation\n- \ud83d\udd27 **Improved offline mode**: No OPENAI_API_KEY required for dry runs\n- \ud83d\udc1b **Bug fixes**: Typer 0.9 compatibility, CI/CD stability\n- \u2705 **Production ready**: Full E2E workflow validation\n\n### \ud83d\ude80 Key Capabilities\n- **Automated Testing**: OWASP LLM Top 10 (47 attacks), prompt injection/leakage detection, risk scoring (0-10 CVSS-like).\n- **Reporting**: JSON/PDF/HTML/CSV with compliance (NIST, EU AI Act, SOC2, PCI DSS).\n- **Compliance & Audit**: NIST AI-RMF/EU Act mappings, cryptographic trails.\n- **Production Ready**: Docker/K8s, rate limiting, chaos testing, lightweight mode.\n- **Community-Driven**: Feedback collection/analysis, automated roadmaps.\n\n<details>\n<summary>\ud83d\udcc4 Detailed Features (Click to Expand)</summary>\n\n### \ud83d\udd12 Security Testing\n- Complete OWASP LLM Top 10 coverage with 47 pre-built attacks\n- Real-time vulnerability detection with confidence scoring\n- Evidence collection and cryptographic audit trails\n- Custom attack pack support (coming soon)\n\n### \ud83d\udcca Compliance & Reporting\n- Multi-framework support: NIST AI-RMF, EU AI Act, SOC 2, ISO 27001, PCI DSS v4.0\n- Executive summaries with risk assessments\n- Remediation roadmaps and priority guidance\n- Export to JSON, HTML, PDF, CSV formats\n\n### \ud83d\ude80 Production Features\n- Docker and Kubernetes deployment ready\n- Rate limiting and timeout controls\n- Chaos testing for resilience validation\n- CI/CD integration with GitHub Actions\n- Telemetry and feedback collection\n\n</details>\n\n## Pro Features & Pilots\n\n- **Free OSS CLI** for basics.\n- **Paid Pilots**: $4-7k one-off pentests with custom PDFs (dev@redforge.com).\n- **Upcoming SaaS**: $1k/mo for dashboards, monitoring, premium modules (FinOps, Privacy). Waitlist: [redforge.com](https://redforge.com)\n\n## Attack Packs\n\n### \ud83d\udd34 OWASP LLM Top 10 (Default)\n\n| Category | Attacks | Severity | Description |\n|----------|---------|----------|-------------|\n| LLM01 - Prompt Injection | 12 | Critical | Direct/indirect manipulation |\n| LLM02 - Insecure Output | 6 | High | XSS/code injection |\n| LLM03 - Training Data Poisoning | 4 | Medium | Data corruption attacks |\n| LLM04 - Model DoS | 8 | High | Resource exhaustion |\n| LLM05 - Supply Chain | 3 | Medium | Third-party vulnerabilities |\n| LLM06 - Info Disclosure | 7 | Critical | Sensitive data leakage |\n| LLM07 - Insecure Plugins | 5 | High | Plugin design flaws |\n| LLM08 - Excessive Agency | 4 | Medium | Over-privileged actions |\n| LLM09 - Overreliance | 3 | Low | Human dependency issues |\n| LLM10 - Model Theft | 2 | Medium | IP extraction attempts |\n\nFull details: [Attack Packs Reference](docs/attack-packs.md).\n\n### \ud83d\udd2e Coming Soon\n\n- **FinOps** (cost detection, S-9)\n- **Privacy** (GDPR/CCPA, S-10) \n- **Bias** (fairness testing, S-11)\n\n## Configuration\n\nSample `redforge.yaml`:\n\n```yaml\ntarget:\n endpoint: \"https://api.openai.com/v1/chat/completions\"\n model: \"gpt-4\"\nscan:\n max_requests: 100\n timeout: 30\n# Full config: See Configuration Reference\n```\n\n## Roadmap & Status\n\n- **S-1** (\u2705 Complete): CLI foundation, OWASP Top 10 coverage, report generation\n- **S-2/Pilot-0** (\u2705 Complete): K8s sidecar, chaos testing, PCI DSS compliance \n- **S-3** (\u2705 Complete - v0.3.1): Open-core model, Stripe payments, Product Hunt launch ready\n- **S-4** (\ud83d\ude80 Next - Aug 2025): SaaS dashboard, team collaboration, advanced analytics\n\nFull: [12M Roadmap](docs/RedForge/01-12M-Roadmap.md)\n\n## Development & CI/CD\n\n**Prerequisites**: Python 3.11+, Poetry, Docker.\n\n```bash\ngit clone https://github.com/siwenwang0803/RedForge.git\nmake install # Setup\nmake test # Run tests\n```\n\nCI/CD examples: [CI/CD Guide](docs/cicd.md).\n\n## Documentation & Links\n\n- **\ud83d\udcd6 [Full Documentation](docs/)** - Complete setup and usage guides\n- **\ud83d\udee1\ufe0f [Threat Model](docs/RedForge/Security/Guardrail_Threat_Model.md)** - Security architecture and risk analysis \n- **\u2693 [Helm Charts](https://siwenwang0803.github.io/RedForge/helm/)** - Kubernetes deployment\n- **\ud83d\udccb [CLI Reference](docs/cli-spec.md)** - Complete command documentation\n- **\ud83d\udd27 [Configuration Guide](docs/config.md)** - Advanced configuration options\n\n## Support & Community\n\n- **Issues**: [GitHub Issues](https://github.com/siwenwang0803/RedForge/issues)\n- **Cloud Support**: dev@solvas.ai \n- **Enterprise**: Schedule demo via [landing page](https://siwenwang0803.github.io/RedForge/)\n\n## Security & License\n\n- Local exec, no exfil, opt-in telemetry.\n- **MIT License**: [LICENSE](LICENSE).\n- **Disclaimer**: For authorized testing only.\n\n## Contributors\n\n- **AI Team**: Claude 4 Sonnet (Dev Lead), ChatGPT o3-pro (Strategy), etc.\n- **Partners**: 3 confidential enterprises.\n\n## Star History\n\n<img src=\"https://api.star-history.com/svg?repos=siwenwang0803/RedForge&type=Date\" alt=\"Star History Chart\">\n\n---\n\n**Ready to secure your LLM?** `pip install redforge && redforge scan gpt-4 --dry-run`\n\n**Questions**: dev@redforge.com \n**SaaS Waitlist**: [redforge.com](https://redforge.com)",
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