Relentless plan review, one question at a time

Grill Me Skill turns vague plans into explicit decisions.

Use a focused AI interviewer to examine a plan, design, implementation path or product idea. It asks targeted questions, follows branches, recommends practical answers, and keeps going until weak assumptions are visible.

Style
One question
Depth
Branching
Output
Better plans
Plan pressure test Question, answer, branch, recommend, then continue until the plan holds up.
Input Plan or design
Behavior Asks relentlessly
Cadence One at a time
Result Sharper decisions

What it is

A structured interview mode for plans that are not ready yet.

Grill Me Skill is designed for moments when a user has an idea, proposal, technical approach or feature design but has not fully explored the choices hidden inside it. The skill changes the assistant's job from "help me do it" to "interrogate whether this plan is complete enough to do well."

The referenced skill file emphasizes pressure-testing. The assistant should ask a single question, wait for the answer, branch from that answer, explore the tree of consequences, and recommend what it would choose when a decision point has a likely best path.

01

Relentless questioning

The skill keeps asking until priorities, constraints, risks and tradeoffs are explicit.

02

Branch-aware follow-up

Answers determine the next branch, so the interview adapts instead of following a static checklist.

03

Recommendation pressure

When useful, the assistant should say what it recommends and why, not merely list options.

04

Codebase awareness

If a codebase is available, the skill can explore files to ground questions in existing reality.

Interview tree
What are you building? Define the actual goal.
What changes first? Pick the entry point.
What can break? Surface risks early.
What should I choose? Recommend a path.

How the skill works

The value is in forcing decisions before implementation starts.

A good grilling session turns uncertainty into visible forks. It asks about ownership, scope, success criteria, fallback behavior, data shape, user experience, integration boundaries, testing, deployment, and the cost of being wrong.

  • Ask exactly one meaningful question at a time.
  • Wait for the user's answer before taking the next branch.
  • Recommend a concrete answer when the tradeoff is clear enough.

Question categories

Grill Me Skill works best when the questions get specific fast.

Scope

What is in and out?

Clarifies the boundary so the plan does not expand while work is underway.

Risk

What is most likely to fail?

Names the fragile assumptions, unknown dependencies and hard-to-reverse choices.

Decision

Which option should we pick?

Moves from open-ended discussion to a defended recommendation with tradeoffs.

Use cases

The skill is useful before building, refactoring, shipping or delegating.

Feature planning

Pressure-test user flows, edge cases, data requirements, product scope and success measures.

Technical design

Question module boundaries, migration strategy, API contracts, performance and failure behavior.

Codebase changes

Use repository context to ask what existing patterns, tests and ownership boundaries affect the plan.

Decision review

Compare options and force a recommendation when the cost of indecision is higher than the risk.

Quick answers

Grill Me Skill FAQ

What is Grill Me Skill?

Grill Me Skill is an AI skill for interrogating a user about a plan, design, feature or implementation approach through focused, branching questions.

Why does it ask one question at a time?

One question at a time keeps the user from hand-waving through hard choices. Each answer becomes the basis for the next branch.

Does the skill only ask questions?

No. The referenced instructions also ask the assistant to recommend answers when useful, especially when a decision point has an obvious practical tradeoff.

Can it work with a codebase?

Yes. If codebase context is available, the skill can inspect relevant files so the questions are grounded in the actual project instead of abstract advice.