Here is the honest situation. Here is the honest situation. A model that refuses every single hostile prompt is a solved-looking problem. The difficulty starts in conversation: a patient attacker opens on something benign, establishes a persona or a framing, primes the context with material the model comes to treat as agreed, and escalates one small step at a time, so the model that refused a direct request at turn one complies with the same request at turn eight and no single message in the transcript looks like an attack. Doing this well means adaptive attacker strategies that branch on the model's replies rather than fixed scripts, deliberate coverage of the attack shapes, crescendo, priming and many-shot conditioning, goal hijacking, persona drift, trust-building payloads and tool-use chains, individually and combined. It means a harness that drives those attacks and captures each run as a fully replayable artifact, robustness reported as a curve over turn depth with honest sample sizes and coverage, and each failure localized to where the refusal gave way and turned into a regression transcript. Where teams fall short is predictable: multi-turn treated as an optional add-on to single-prompt suites, failures that cannot be reproduced, and a single pass-or-fail number that hides the model being soft at depth.
This Kit removes the guesswork. It is multi-turn adversarial testing written as adopt-ready controls you personalize in a weekend, with the evidence a reviewer examines.
What you get, the moment you buy
Grounded in current adversarial-testing and red-teaming practice applied to multi-turn, conversational attacks. Editable Word and Excel files.
What one control looks like
This is the opening control, where the program begins. All 18 are built to this depth.
Why this is not another template pack
- The evidence is the point. A finding you cannot reproduce is worth nothing to the people who fix the model. This tells you what a safety reviewer examines and where teams fall short, for every control.
- The multi-turn specifics built in. Adaptive attacker strategies, deliberate attack-shape coverage, a replayable harness, judge auditing, robustness curves over turn depth, failure localization and regression transcripts are written into the controls, not left generic.
- Built on real practice, not one person's opinion, grounded in how conversational attacks actually walk a model from refusal to compliance and where the defenses actually give way.
- It compounds. This work shares its shape with security testing, evaluation and safety engineering, so it feeds your wider model assurance program.
Who buys this
AI red team leads, model safety engineers, security QA professionals and the evaluation and assurance owners responsible for signing off a model before it ships. Whether this is your first multi-turn program or a maturity uplift on single-prompt testing, you save weeks and walk in with your threat model, scenario design, harness, measurement and remediation controls structured.
Common questions
Is it really editable? Yes. Word and Excel files you own and adapt. No portal, no subscription.
Does it cover the full testing arc? Yes. Program scope and threat modeling, attack scenario design, the red-teaming harness and execution, measurement and robustness, and failure analysis and remediation each have their own controls with their own evidence.
Is this tied to one model or attack tool? No. The controls are principle-level, adaptive strategies, attack-shape coverage, replayable runs, robustness curves and regression, so they apply whatever model, harness or tooling you test with.
What if it is not for me? A 30-day money-back guarantee.
Instant digital download · 30-day money-back guarantee · The Art of Service Pty Ltd, GPO Box 2673, Brisbane QLD 4001 · support@theartofservice.com