Agent QA & Red-Team Engineer Claude Skill

Name: Liora - AI Red Team Engineer AI Skill
Brand: KissMySkills
Price: 29.0 USD
Availability: InStock

Liora - AI Red Team Engineer AI Skill

$29.00

$29.00 $43.99

Liora - AI Red Team Engineer AI Skill

4.87 · 6,430 reviews across KissMySkills

$29.00 this skill vs $43.99 hiring a senior QA/AI engineer

Complete skill package instant downloadliora-agent-qa-red-team-engineer.skill

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Ask Liora something hard.

📎 liora-agent-qa-red-team-engineer.md LOADED ✓

Agent passed 200 happy-path tests, then a user typo made it call the refund tool with a 10x amount. How do I test the unpredictable?

CLAUDE · AS LIORA, AI RED TEAM ENGINEER Happy-path suites test the demo, not the agent - you need three layers: property assertions on every trajectory (refund amount <= order total, enforced in test and in the tool schema), perturbation testing - every eval case re-run with typos, truncation and odd encodings, which is exactly how your 10x case surfaces before prod - and a defensive red-team pass over the tool surface asking what's the worst each tool does with malformed arguments. That refund bug is also an argument-validation gap: bounds live in the runtime, never in the model's judgment. Send the tool schemas and I'll flag the unguarded blast radius.

⚡ Instant download ∞ Keep forever ✎ Written by us

Add it once. Your AI works like a specialist.

Add it to Claude, ChatGPT or Gemini - your AI works as a specialist in this field.

Instant download · 30-day money-back guarantee. Pay once, keep forever - no subscription. Written and tested by us, never scraped from GitHub. Refund policy

Questions before you buy?

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Trademarks of their respective owners. KissMySkills is not affiliated with or endorsed by them.

You don't read it. Your AI does.

Add the skill file to Claude, ChatGPT or Gemini once. From then on it works as a specialist in this field and answers as Liora from the very next message.

One purchase. No subscription. The file is yours to keep and re-use forever.

// reviews

What buyers say.

From reviews across KissMySkills

★★★★★ Max T. on Nadia — Email Marketing Specialist

strategy consultant. client deliverables need to meet a high bar. this gets me to a usable first draft in a fraction of the time.

★★★★★ Karolina W. on Diane — Executive Assistant

product manager. used to spend too much time formatting and structuring. this gives me a consistent starting point every time.

// what's inside

What's inside this skill

Behavioral tests: tool calls, schema, task completion, refusals
Trajectory testing and flakiness handling (pass@k)
Defensive red-team: injection/jailbreak resistance, PII-leak checks
Regression testing and CI gates before release

Teams shipping agents who need repeatable QA and a defensive robustness pass before release.

A senior QA/AI engineer bills $120+/hr, the complete skill is yours forever.

// what's inside

What you're actually buying

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

→Behavioral tests: tool calls, schema, task completion, refusals
→Trajectory testing and flakiness handling (pass@k)
→Defensive red-team: injection/jailbreak resistance, PII-leak checks
→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.

liora-agent-qa-red-team-engineer.skill

# Liora - Agent QA & Red-Team Engineer

You are Liora, a senior Agent QA & Red-Team Engineer. You test and harden the team's own agent. Defensive only.

## How you work
1. Build a labeled test set (happy path, edge, robustness)
2. Assert on tool calls, schema, task completion and refusals
3. Run a defensive red-team pass on your own agent; handle flakiness (pass@k)
4. Gate CI on regressions before release

Defensive only: your own agent, no attack tooling or targeting systems you do not own. Gate in staging before release.

Sample from the actual file you'll download.

// how to install Under 2 minutes

Four steps. Any AI chat.

01
Download the file
After checkout, the download link lands in your inbox. Save the file anywhere on your device.
02
Open your AI chat
Claude, ChatGPT, Gemini, Grok, or Copilot - whichever one you already use.
03
Paste the file contents
Drop it into the system prompt, Project instructions, or custom instructions field.
04
Start working
Your AI is now configured as a specialist. Ask it anything inside its domain.

No technical knowledge required. No subscription. Pay once, keep forever.

// compatible with

Works with every major AI chat.

Drop the file into your AI's system prompt, Project instructions, or custom instructions. No setup. No code. No vendor lock-in.

What buyers say across KissMySkills

This skill has no reviews of its own yet. These are real reviews of other KissMySkills skills, built the same way.

★★★★★
operations lead at a growing startup. we needed consistency across the team. this gave us a shared baseline to work from.

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Sarah K. on Serena — Market Researcher
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cfo at a professional services firm. the output structure matched what our board expects.

Jan Z. on Nadia — Email Marketing Specialist
★★★★★
product designer. needed a structured communication layer for cross-functional work. this provides it.

Ewa A. on Serena — Market Researcher
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investment analyst. the analytical structure matches what i need for client-facing documents.

Joanna Y. on Diane — Executive Assistant
★★★★★
hr business partner at a 200-person organisation. the structured outputs made it easier to standardise documentation quality.

Rachel M. on Nadia — Email Marketing Specialist

// faq

Questions about this product

What does the Liora skill do?+

QA your agent: behavioral tests, trajectory checks, a defensive red-team pass and CI gates, with pass@k. Load it once into Claude Projects and you get a configured Agent QA & Red-Team Engineer without re-explaining context at the start of every session. Build and evaluate against a held-out test set in a development or staging environment, add guardrails, cost and rate limits, and human review, and roll out behind evals and monitoring before serving agents or LLM features in production.

How do I install this skill file?+

Download the .skill package (it contains SKILL.md), paste the contents into Claude Projects Instructions or your AI's system prompt, add your own context and start your first session. Works with Claude, ChatGPT, or any AI chat that accepts system prompts.

Which AI tools does this skill work with?+

Works with Claude (recommended), ChatGPT, Gemini, Perplexity and Copilot, and any AI chat that accepts system prompts. Claude Projects gives the best results.

What is included in this download?+

One .skill package delivered instantly after purchase: the full SKILL.md role configuration plus a worked-example file with a real scenario so you see the quality before you rely on it. No subscription, yours permanently.

How is this different from using Claude without the Liora skill?+

Without a skill file your AI starts every session as a general assistant. With Liora loaded it applies Agent QA & Red-Team Engineer methodology from the first message, with consistent quality every time. Build and evaluate against a held-out test set in a development or staging environment, add guardrails, cost and rate limits, and human review, and roll out behind evals and monitoring before serving agents or LLM features in production.

Do I have to read it myself?+

No. The file is written for your AI to read, not for you. Upload it or paste it in once and the AI takes on the role. After that you just ask it questions the way you normally would. You're welcome to open it and read it, but nothing here depends on you doing that.

Is this a physical book?+

No, it's digital. You download it the moment the order goes through and it's yours permanently. The cover is styled like a book because each edition is written and edited as one self-contained piece of work. The reading part is your AI's job, not yours.