SuperClaw

Red-team security testing framework for AI coding agents.

Open Source Security
Visit Website ↗ by SuperAgentic AI

What is SuperClaw?

SuperClaw is an open-source pre-deployment security testing framework for AI coding agents. It generates and executes adversarial scenarios (prompt injection, jailbreaks, tool bypass, multi-turn escalation) against real agents, scores behavior against explicit contracts, and produces evidence-first reports in HTML, JSON, or SARIF for CI/CD integration. Local-only mode and authorization checks are enforced by default to keep testing safe.

Key features

  • Scenario-driven adversarial testing of AI agents
  • 5 attack techniques with 100+ payloads
  • 6 security behavior specs with severity levels
  • Evidence-first reporting: HTML, JSON, SARIF
  • CI/CD integration for agent pipelines
  • Local-only mode blocks remote targets by default
  • Authorization tokens required for remote testing
  • LLM-powered scenario generation (Bloom integration)

Pros

  • Fills a real gap: security testing for agents.
  • Reproducible scenarios, not one-off prompts.
  • Report formats fit existing CI/CD tooling.
  • Guardrails reduce misuse risk by default.

Cons

  • Focused on AI coding agents, not general app security.
  • Findings are signals that need manual verification.
  • Ethical guardrails mean remote targets need explicit auth setup.

SuperClaw at a glance

PricingOpen Source
CategorySecurity
Platformswindows, macos, linux
CompanySuperAgentic AI
Official websitesuperagenticai.github.io
red-teamai-securityprompt-injectionai-agentssecurity-testingopen-sourceci-cdvulnerability-scanning

How to choose the right Security tool

Security tools protect accounts, devices and data, so the first question is what exactly is being protected — passwords, browsing, files, identity or a whole network — and against which threats. Prefer tools from established vendors with transparent practices: independent audits, clear data policies and a record of fixing vulnerabilities quickly matter more than long feature lists. Check how the tool balances protection with friction; security you disable because it annoys you protects nothing. For password and identity tools, strong encryption and zero-knowledge design are the standards to look for. Finally, remember that no tool replaces basic hygiene — unique passwords, two-factor authentication and regular updates do most of the protective work, and a good tool makes all three easier.

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SuperClaw FAQs

What is SuperClaw?

SuperClaw is an open-source pre-deployment security testing framework for AI coding agents. It generates and executes adversarial scenarios (prompt injection, jailbreaks, tool bypass, multi-turn escalation) against real agents, scores behavior against explicit contracts, and produces evidence-first reports in HTML, JSON, or SARIF for CI/CD integration. Local-only mode and authorization checks are enforced by default to keep testing safe.

What are the main features of SuperClaw?

SuperClaw offers Scenario-driven adversarial testing of AI agents, 5 attack techniques with 100+ payloads, 6 security behavior specs with severity levels, Evidence-first reporting: HTML, JSON, SARIF, CI/CD integration for agent pipelines, Local-only mode blocks remote targets by default, Authorization tokens required for remote testing and LLM-powered scenario generation (Bloom integration).

How much does SuperClaw cost?

SuperClaw is open source, so the software itself is free to download, use and self-host. Your only costs are the infrastructure you run it on and any paid services you connect to it.

What are the pros and cons of SuperClaw?

Strengths of SuperClaw include Fills a real gap: security testing for agents.; Reproducible scenarios, not one-off prompts.; Report formats fit existing CI/CD tooling.. On the downside, Focused on AI coding agents, not general app security.; Findings are signals that need manual verification.; Ethical guardrails mean remote targets need explicit auth setup..