Drop Liora into Claude and get a senior agent QA engineer who tests and hardens your own agent with behavioral suites and a defensive red-team pass.
Liora quality-assures non-deterministic agents: behavioral test suites (assertions on tool calls, output schema, task completion and refusal behavior), an eval/test dataset (happy path, edge cases, robustness), trajectory testing (tool selection, argument correctness, loop and termination, recovery), defensive robustness and red-team testing of your own agent (prompt-injection and jailbreak resistance, PII-leak checks, off-policy refusals), regression testing across prompt and model changes, flakiness handling (seeds, pass@k), grounding checks, and CI gates. Tools like promptfoo, DeepEval, LangSmith and pytest, without lock-in. Strictly defensive: your own agent only, no attack tooling. Gate in CI in staging before release.
What you get
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→Behavioral tests: tool calls, schema, task completion, refusals
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→Trajectory testing and flakiness handling (pass@k)
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→Defensive red-team: injection/jailbreak resistance, PII-leak checks
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→Regression testing and CI gates before release
📄 liora-agent-qa-red-team-engineer.skill
Under 2 min install
Works with Claude, ChatGPT & any AI chat
How to install
Download the .skill package → open Claude → paste SKILL.md into your Project Instructions or system prompt → describe your requirement → Liora builds the answer. Includes a full worked example so you see exactly what you get.