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RedHub Prompt Injection Red Team Kit
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What RedHub Prompt Injection Red Team Kit is
RedHub Prompt Injection Red Team Kit is self-hosted software for assessing LLM applications and AI agents against prompt-injection risks. It runs 15 automated probes mapped to OWASP LLM01, LLM02, LLM05, LLM06 and LLM07, covering direct and indirect injection, sensitive disclosure, output handling, excessive agency and system-prompt leakage. Results are scored and returned as ship, hold or fix verdicts. Detection uses benign markers and an exact-match planted canary; an optional bring-your-own LLM judge is available. Python with zero dependencies and dependency-free TypeScript ESM run offline and produce identical verdicts. Adapters connect an app through generic, callable or HTTP templates. Tunable thresholds, exit codes and a GitHub Actions workflow support CI gates. Deliverables include an HTML report, remediation guide, comparison document, ethics charter and mock targets. The one-time price is 99.00 USD.
Who it suits
The kit is aimed at founders, engineers and consultants securing chatbots, copilots, RAG applications and agents they own or are authorized to test.
What it does well
- 15 OWASP-mapped automated probes
- Python and TypeScript implementations
- Runs fully offline
- GitHub Actions CI workflow
- HTML report and remediation guide
What to know first
- No free plan or free trial
- No custom tests
- Not a runtime firewall
- Self-hosted deployment required
Plans
| Plan | Billed and limits | Price |
|---|---|---|
| Prompt Injection Red Team Kit | one-time · 15 OWASP-mapped probes · Python + TypeScript · instant download · offline | $99, paid once |
As redhub.ai lists them, read 7 Oct 2026. The maker's own page has the final word.
Verdict
This kit offers offline, repeatable prompt-injection checks with CI gating and mapped remediation material. A ship result covers only the tested patterns, not immunity.
Facts from RedHub Prompt Injection Red Team Kit's own pages
- Authorized use
- The maker says to run the defensive kit only against systems you own or are explicitly authorized to test. · redhub.ai, 7 Oct 2026
- CI gate
- The kit provides tunable severity-weighted thresholds, ship/hold/fix verdicts, exit codes 0/1/2, and a drop-in GitHub Actions workflow. · redhub.ai, 7 Oct 2026
- Detection
- The detector uses benign markers and a planted canary with exact-match detection; an optional bring-your-own LLM judge is supported but not required. · redhub.ai, 7 Oct 2026
- Headquarters
- Ormond Beach, Florida, USA · redhub.ai, 28 Sept 2026
- Integration
- To connect an app, implement an adapter function that accepts a prompt and optional context and returns the app’s reply; generic, callable, and HTTP adapter templates are included. · redhub.ai, 7 Oct 2026
- Intended users
- The maker describes it for founders and engineers shipping chatbots, copilots, RAG apps, and agents, and for consultants adding security checks to AI projects. · redhub.ai, 7 Oct 2026
- Languages and dependencies
- The kit provides Python with zero dependencies and dependency-free TypeScript ESM with full parity; both run offline and produce identical verdicts. · redhub.ai, 7 Oct 2026
- Limits
- A SHIP verdict means resilience to the tested patterns, not immunity; the maker says the kit is not a runtime firewall. · redhub.ai, 7 Oct 2026
- Maker
- RedHub AI LLC was founded by Todd Brooks; the company identifies Ormond Beach, Florida, USA as its location. · redhub.ai, 7 Oct 2026
- Privacy of test runs
- The maker says the kit runs entirely offline and sends nothing anywhere. · redhub.ai, 7 Oct 2026
- Probe coverage
- The probes cover OWASP LLM01, LLM02, LLM05, LLM06, and LLM07, including direct and indirect injection, disclosure, output handling, excessive agency, and system-prompt leakage. · redhub.ai, 7 Oct 2026
- Purpose
- Runs 15 OWASP-mapped probes against an LLM app, scores its resilience, and returns a ship, hold, or fix verdict. · redhub.ai, 7 Oct 2026
- Reports and guidance
- The kit includes an HTML report, OWASP-mapped remediation guide, comparison document, security-and-ethics charter, and three mock targets. · redhub.ai, 7 Oct 2026
- Support
- RedHub’s Help Center says customers can email [email protected] for help with products and downloads. · redhub.ai, 7 Oct 2026
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