grill-me-with-feedback-loop

name	grill-me-with-feedback-loop
description	Interrogate the user about a plan or design, then iterate against user-supplied acceptance checks in a self-scoring loop until every check passes. Use when the user wants their plan stress-tested AND wants the model to keep refining until a concrete set of pass/fail criteria are satisfied. Triggers on "grill me with checks", "grill me and verify", "grill me in a loop", or when the user provides a list of criteria the final answer must meet.
license	MIT
metadata	{"author":"ayoub","version":"1.0.0"}

Grill Me With Feedback Loop

A three-phase skill: collect the checks, interrogate to surface hidden assumptions, then iterate against the user's own criteria until everything passes.

This is the classic "grill me" interrogation pattern, but bolted onto a verification loop so the conversation has a concrete exit condition instead of vibes.

Phase 1 — Collect inputs (do this FIRST, in one message)

Before any grilling, ask the user for all three of these:

1. The plan, design, or thing to stress-test. Code, architecture, product spec, migration strategy — anything.
2. The feedback-loop checks. A numbered list of pass/fail criteria the final answer must satisfy. Examples:
   • Concrete: "must handle empty input", "must not add a new dependency", "must run in under 100ms"
   • Subjective: "must read clearly to a junior dev", "must not introduce new abstractions"
   • Codebase-grounded: "must match the error-handling pattern already used in "