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MOCHILAB / AI SKILL
Agent Response Regression Kit
Evaluate recorded agent replies against explicit required, forbidden and exact text expectations without calling a model.
What it does
Evaluate recorded agent replies against explicit required, forbidden and exact text expectations without calling a model.
How to use it
Give the assistant the concrete task and required inputs. This fictional request illustrates the contract; use your selected files and parameters for real work.
{
"cases": [
{
"id": "timezone",
"actual": "09:00 UTC",
"mustContain": [
"UTC"
],
"mustNotContain": [
"API_KEY"
]
},
{
"id": "exact",
"actual": "done",
"exact": "done"
}
]
}
Output and verification
Creates a JSON report and, when applicable, CSV, Markdown or document artifacts in the current workspace. Inputs remain intact. Five offline tests cover the example, invalid input, actual CLI output, path boundaries and non-overwrite behavior. Live account, browser and visual results require separate verification.
Scope
These are deterministic assertions on supplied replies, not a semantic intelligence score. Generate realistic cases, keep held-out cases separate, and report model execution separately. Do not automatically rewrite agent instructions.