01
Paste your instructions
From Claude Skills, n8n, Make, Zapier, or TAI's workflow builder. Any AI instruction set works.
Your workflow passed your tests.
It won't pass your users'.
Eval Coach runs real adversarial attacks against your Claude Skills and prompts — and coaches you through exactly where they break before your team ships it.
Adversarial SuiteTAI Pipeline Gate
Operational
Why this exists
TAI teams build well.
They don't eval.
TAI's quarterly reports show output evaluation is the weakest dimension across client teams — scoring 63/100 on average. Workflows move to Validated with no systematic check.
Automated safety net
TAI Workflow Pipeline
Testing → Validated Gate
IdentifiedScopedTesting
Evaluation GapNo tooling here
ValidatedAdoptedScaled
How it works
A test loop built for real workflows.
One workspace for the teams who build, govern, and improve AI products.
02
We attack it
Real adversarial tests across 6 categories: social engineering, prompt injection, jailbreaks, data extraction, scope violations, and ambiguity exploits.
03
Fix it inline
Suggestions tied to each specific failure. Accept, edit, or ignore. Retest and watch your score climb.
What we test
Every failure has a name.
Prompt injection
Attempts to override your instructions
Social engineering
Authority claims, urgency, manipulation
Data extraction
Attempts to reveal internal rules
Jailbreak
Roleplay framing to bypass restrictions
Scope violation
Requests outside your workflow's purpose
Ambiguity exploit
Vague inputs that expose prompt gaps
"A workflow that hasn't been attacked hasn't been tested."
Ready to certify your workflow?
Build the signal
your team trusts.
Run your first eval free
No signup. No install. Paste and run.