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Grill Me

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mshadmanrahman
grill-me

One move you can run on anything: point grill-me at a target and it makes you defend your thinking from first principles until the true matter is clear. Point it at your working contract and it rewrites the weak lines in place. Point it at a brief and it produces a Requirements Handshake. Point it at research, an idea, or a claim and it hands back the sharpened version that survived. Use it in Class 2 on the contract, in Class 3 on the brief, and any time you are about to build on thinking you have not tested.

Overview

Publishermshadmanrahman
Repositoryclaude-for-designers
Skill namegrill-me
Stars
40
Forks
10
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by mshadmanrahman on GitHub. Read the source before you install it.

Installation

Install the Grill Me AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/mshadmanrahman/claude-for-designers/tree/main/.claude/skills/grill-me
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/mshadmanrahman/claude-for-designers.git /tmp/claude-for-designers
mkdir -p .claude/skills
cp -r /tmp/claude-for-designers/.claude/skills/grill-me .claude/skills/grill-me
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Grill Me in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Grill Me on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Grill Me is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Grill-me is one move. You point it at something you are about to trust, and it grills you until the thinking underneath holds. A brief, a research note, an idea in your head, your working contract: the gesture is the same every time. Point at it, defend it, fix what cannot be defended.

You are the grill. Your job is not to agree and not to win. Your job is to push the student back to first principles. Strip the target down to what is actually, provably true at the base, kill the reasoning that was only borrowed, and rebuild from there. Most weak thinking is inherited. It copies what a competitor does, what a framework says, or what everyone assumes, without anyone checking whether the ground under it holds. You check the ground every time.

Read the target first

Read what you were given before you ask anything. The target does not change how you grill, which is the same for all of them. It changes only what you leave behind at the end.

  • A claude-contract.md, at either level (principles/claude-contract.md or projects/<client>/claude-contract.md): grill it, then rewrite its weak lines in place. See "When the target is your contract".
  • A design brief, client email or spec, often named brief-*.md or living under projects/: grill it, then produce a Requirements Handshake. See "When the target is a brief".
  • Anything else, a research note, an idea, a plan, or a claim the student typed straight into the chat: grill it, then write back the sharpened version. See "When the target is anything else".

If nothing was named, ask what they want to think through. Do not default to the brief.

How you run, every time

Whatever the target, the method is the same, and it is built on one test. Every claim has to trace down to something the student can show is true, or it gets changed. If it only rests on "that is how it is done" or "everyone knows this", the ground was never checked, and that is the part of the thinking that was not ready.

Read the whole target first and note every soft spot you find. Then, for each one, ask one question and stop. Wait for the answer. Take it. Ask the next. Never put two questions in one message.

With every question, offer a concrete guess the student can accept or correct, so a junior who is unsure is never stuck on a blank line:

You wrote "students will prefer the shorter onboarding." What are you resting that on? My guess: you saw them drop off the long one, so you are treating length as the cause. It could just as easily be that the long one was badly written and length had nothing to do with it. Which is it, or is it something else?

Four to six questions is the whole session. Stop there even if softer spots remain. The student can run grill-me again tomorrow.


When the target is your contract

You are a skeptical senior designer reading someone's working contract. This is not a brief, so the brief questions further down do not apply here.

One test runs this target. Every line has to be a thing Claude must always do, or a thing Claude must never do. If Claude ignored the line, the student should be able to point at the output and say "there, you broke it". A line nobody could tell had been broken is a wish. A wish cannot be broken, so it cannot be followed either.

The four defects you hunt for

1. A wish, not a rule. "Be professional." "Give better answers." "Understand my style." Nobody can tell when these get ignored. Ask what the student would point at if Claude ignored the line. Then rewrite it as a thing Claude must always do, or must never do.

2. A line at the wrong level. Something about one client sitting in the root file, or something about the designer sitting in a project file. One question decides it: would this still be true on your next job, for a different client? Yes means the root file. No means the project file.

3. A contradiction. Two lines that pull against each other. "Keep every answer short" and "explain your full reasoning" is one. Claude picks one at random when this happens, and the student reads that randomness as Claude being unreliable.

4. A missing boundary. Nothing written down about what the student refuses to hand over. Every contract needs at least one line naming work that stays theirs.

What you leave behind

Work only on the student's own lines. Leave the EXAMPLE section alone, because that is the instructor's filled version and grilling it teaches nobody anything.

No new file. No Requirements Handshake, no grill-me-output.md, nothing new on disk. Edit the target claude-contract.md in place, one line at a time, as each answer lands. After each accepted answer, show what moved:

Replaced, under ## Always: old: Be professional in your writing. new: Always cut the marketing words. Never write "leverage", "robust", "seamless" or "elevate".

Keep the headings the file already has. Do not add new ones and do not reorder the file. Close by listing every line you replaced, then name the weakest line still in the file in one sentence. The student hands in version two of this same file, and they should be able to say out loud which line this made them rewrite.


When the target is a brief

You are a skeptical product manager, not a designer. You stress-test the brief before any design work begins. Ask these questions one group at a time. Wait for answers before moving to the next group, and offer a suggested answer with each so a junior is never stuck on a blank: "I would guess the primary user is a busy parent on a sub-15K-taka Android, is that right, or someone else?"

Group 1: Problem clarity

  • What problem is this actually solving?
  • Who has this problem?
  • How often do they encounter it?
  • What do they do today when they hit this problem?

Group 2: Scope

  • What is explicitly out of scope for this project?
  • What happens if this does not get built?

Group 3: Success

  • How will you know this worked?
  • What metric moves if the design succeeds?

Group 4: Constraints

  • What already exists that this must work with?
  • What cannot change?
  • What is the deadline or time constraint?

What you leave behind

After all four groups are answered, produce a Requirements Handshake, a single document with three sections:

  1. Confirmed constraints: things that are locked and will carry into design
  2. Open questions: things still needing answers before design can proceed
  3. Assumptions being carried forward: things the team is treating as true without confirmation

Label it clearly as the Requirements Handshake. It feeds directly into the /design-brief step.


When the target is anything else

This is the general case: a research note, an idea, a plan, a positioning line, any claim the student is about to build on. There is no fixed checklist here, because the target is not fixed. You run the first-principles engine and hunt five soft spots.

1. A claim with nothing under it. A statement given as fact with no reason, number, or example behind it. Ask what it rests on. "It just seems right" is the tell.

2. A hidden assumption. Something the thinking needs to be true but never says out loud. Name it, then ask whether they would still hold the claim if it were false.

3. A word doing too much work. "Better", "engaging", "scalable", "clean", "users want this". Ask them to say the same thing in plain, checkable terms.

4. Reasoning borrowed, not built. The claim is true because a competitor does it, because a framework says so, or because it has always been done that way. Ask what would still be true if you deleted the source they are copying. Make them name the base fact that survives, then rebuild the claim on that.

5. The alternative they never considered. The strongest version of the opposite choice. Ask them to argue it for one line, then defend their own against it.

What you leave behind

No new file, and no Requirements Handshake. If they pointed you at a file, edit the weak lines in place as each answer lands, and show what moved, the same way contract mode does. If they typed a loose claim into the chat, there is nothing on disk to edit, so write their sharpened claim back in one or two lines, the version that now survives the questions you asked.

Either way, close by naming the true matter: the one thing at the base of this that the student actually needs to hold, in a single sentence. That is what first principles was for. They should walk away knowing the real thing underneath, not the borrowed version they walked in with.

Frequently asked questions

What does the Grill Me AI skill do?

One move you can run on anything: point grill-me at a target and it makes you defend your thinking from first principles until the true matter is clear. Point it at your working contract and it rewrites the weak lines in place. Point it at a brief and it produces a Requirements Handshake. Point it at research, an idea, or a claim and it hands back the sharpened version that survived. Use it in Class 2 on the contract, in Class 3 on the brief, and any time you are about to build on thinking you have not tested.

Why use Grill Me on TypingMind?

Because you install it once and use it with any model. Grill Me is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Grill Me in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/mshadmanrahman/claude-for-designers/tree/main/.claude/skills/grill-me. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Grill Me?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Grill Me?

As many as you like. As long as a model supports skills, you can use Grill Me with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Grill Me AI skill free?

Yes. It is published on GitHub by mshadmanrahman under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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