Agent skill

Grill Me

by nateherkai in nateherkai/AIS-OS

Interview the user relentlessly about a plan, design, or topic, checkpointing every answer to a brainstorm file so nothing is lost.

Custom licenceAuto-check passedAgent Workflows

Install Grill Me

skills CLI
$ npx skills add nateherkai/AIS-OS --skill grill-me -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install nateherkai/AIS-OS grill-me --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/nateherkai/AIS-OS.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/grill-me .claude/skills/grill-me && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
grill-me
GitHub stars
1.6k
Token cost
~1.8k tokens
SKILL.md length
976 words
Files
2
Skills in repo
6
Repo updated
First seen
Licence
Custom licence

At a glance

Interview the user relentlessly about a plan, design, or topic, checkpointing every answer to a brainstorm file so nothing is lost.

  • Works in 3 steps: Create the capture file at… → Create the file immediately with a… → Tell the user where you're saving, in…
  • The user wants to stress-test a plan
  • SKILL.md covers The capture file is the whole…, Existing context and scope, Setup (do this BEFORE the… and The checkpoint rule…, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Grill Me is an agent skill from nateherkai/AIS-OS. Interview the user relentlessly about a plan, design, or topic, checkpointing every answer to a brainstorm file so nothing is lost. Use when the user wants to stress-test a plan, get grilled on a design, run a brainstorm or discovery session, extract what's in their head into a doc, build up their AI OS context over time, or says "grill me".

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Agent Workflows, covering Requirements gathering, Brainstorming and Load testing. The repository describes itself as: AI Operating System starter kit for Claude Code and Codex. Five skills: /onboard, /audit, /link, /level-up, and /3d-brain. Includes the Three Ms framework.

When your agent uses it

  • The user wants to stress-test a plan
  • Get grilled on a design
  • Run a brainstorm
  • Discovery session

Example prompts

  • “grill me”
  • “/grill-me”

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Create the capture file at brainstorms/{YYYY-MM-DD}-{topic-slug}.md (create the brainstorms/ folder if it doesn't exist). Every brainstorm…
  2. Create the file immediately with a header: title, date, the goal of the session, and an empty "Open flags" section.
  3. Tell the user where you're saving, in one line. Then ask Q1.

What it can do on your machine

Read from SKILL.md and the folder at commit ce9cb93. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Grill Me loads about 1.8k tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 976 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~88
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 976 words (~1,807 tokens).

“Relentlessly interview the user about every aspect of the topic until you reach shared understanding. Walk down each branch of the decision tree, resolving dependencies one by one. The real goal is to extract what's in their head into a…”

— opening of SKILL.md by nateherkai, Custom licence
name
grill-me

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in .agents/skills/grill-me of nateherkai/AIS-OS.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit ce9cb93

Compare with similar skills

Grill Me next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Grill Me compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Grill Me this skillnateherkai/AIS-OS1.6k—~1.8kAutomated safety check: PassCustom licence
Brainstormingobra/superpowers297k1 repos~2.5kAutomated safety check: PassMIT
Grillingpietheinstrengholt/rssmonster56431 repos~510Automated safety check: PassMIT
Brainstorming Before BuildingjnMetaCode/superpowers-zh8.3k—~1.8kAutomated safety check: PassMIT
CE BrainstormEveryInc/compound-engineering-plugin25k—~1.9kAutomated safety check: PassMIT
Grill MeEffect-TS/effect-smol7821 repos~504Automated safety check: PassMIT

Similar skills

  • Brainstorming

    obra/superpowers

    Makes the agent clarify intent and agree on a design with you before writing any code, scaling the process from a quick spike to a written spec.

    297k GitHub starsUsed in 1 repo~2.5k tokens
    Agent WorkflowsAuto-check passed
  • Grilling

    pietheinstrengholt/rssmonster

    Grill the user relentlessly about a plan, decision, or idea.

    564 GitHub starsUsed in 31 repos~510 tokens
    Agent WorkflowsAuto-check passed
  • Brainstorming Before Building

    jnMetaCode/superpowers-zh

    Turns a rough idea into an approved design before any code is written, sorting the request into spike, bounded or architectural and enforcing an approval gate.

    8.3k GitHub stars~1.8k tokensUpdated 2 days ago
    Agent WorkflowsAuto-check passed
  • CE Brainstorm

    EveryInc/compound-engineering-plugin

    Turns a vague or ambitious feature idea into a requirements-only plan through dialogue with you, sized to the work, before any code is written.

    25k GitHub stars~1.9k tokensUpdated 2 days ago
    Agent WorkflowsAuto-check passed
  • Grill Me

    Effect-TS/effect-smol

    Interview the user about a plan or design until reaching shared understanding, resolving each branch of the decision tree.

    782 GitHub starsUsed in 1 repo~504 tokens
    Agent WorkflowsAuto-check passed
  • Grill Me

    sanity-io/sanity

    Official

    Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree.

    6.4k GitHub starsUsed in 39 repos~151 tokens
    Agent WorkflowsAuto-check passed

More from nateherkai/AIS-OS

  • 3D Brain

    nateherkai/AIS-OS

    A skill your agent uses when someone asks to build a 3D brain, visualize their AIOS or second brain, turn their knowledge into an interactive graph, or run /3d-brain or /3D brain.

    1.6k GitHub stars~2.1k tokensUpdated 1 mo ago
    Auto-check passed
  • Level Up

    nateherkai/AIS-OS

    A skill your agent uses when someone asks to level up their AIOS, close an audit gap, find what to automate next, or improve one workflow.

    1.6k GitHub stars~2.7k tokensUpdated 1 mo ago
    Auto-check passed
  • Onboard

    nateherkai/AIS-OS

    Use on Day 1 of an AIS-OS install, when someone says "set me up", "onboard me", "let's get started", "fill in my AIOS", or has just cloned the kit.

    1.6k GitHub stars~2k tokensUpdated 1 mo ago
    Auto-check: notes
  • Audit

    nateherkai/AIS-OS

    A skill your agent uses when someone asks to audit their AIOS, score the Four Cs, find stale paths or unlinked projects, compare AGENTS.md and CLAUDE.md, check Claude/Codex skill compatibility, or…

    1.6k GitHub stars~4k tokensUpdated 1 mo ago
    Auto-check: notes
  • Link

    nateherkai/AIS-OS

    A skill your agent uses when someone asks to link a project, file, folder, or important context into AGENTS.md or their AIOS routing, or says "link this into my AIOS" or "add this to my routing".

    1.6k GitHub stars~542 tokensUpdated 1 mo ago
    Auto-check passed

Categories

Questions about Grill Me

What does Grill Me do?

Interview the user relentlessly about a plan, design, or topic, checkpointing every answer to a brainstorm file so nothing is lost. Grill Me is an agent skill from nateherkai/AIS-OS. Interview the user relentlessly about a plan, design, or topic, checkpointing every answer to a brainstorm file so nothing is lost.

When should I use Grill Me?

Grill Me fits situations like: the user wants to stress-test a plan; get grilled on a design; run a brainstorm; discovery session.

How do I install Grill Me in Claude Code?

Run `npx skills add nateherkai/AIS-OS --skill grill-me -a claude-code`. Or copy the skill folder (.agents/skills/grill-me in nateherkai/AIS-OS) into .claude/skills/grill-me in your project. Claude Code loads it when a task matches its description.

How do I install Grill Me in Codex?

Run `npx skills add nateherkai/AIS-OS --skill grill-me -a codex`. Or copy the skill folder (.agents/skills/grill-me in nateherkai/AIS-OS) into .agents/skills/grill-me in your project. Codex loads it when a task matches its description.

Can I use Grill Me in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nateherkai/AIS-OS --skill grill-me -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/grill-me, .gemini/skills/grill-me, .github/skills/grill-me and .opencode/skills/grill-me in your project.

What does Grill Me need to run?

SKILL.md names no scripts, command-line tools or credentials: Grill Me is instructions for the agent only.

Does Grill Me access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Grill Me safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Grill Me use?

Grill Me has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Grill Me use?

About 1.8k tokens (SKILL.md is roughly 7.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Grill Me?

Skills that share tags, products or a category with Grill Me: Brainstorming (obra/superpowers, 297k stars), Grilling (pietheinstrengholt/rssmonster, 564 stars), Brainstorming Before Building (jnMetaCode/superpowers-zh, 8.3k stars) and CE Brainstorm (EveryInc/compound-engineering-plugin, 25k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Grill Me?

nateherkai (a GitHub user) maintains it in nateherkai/AIS-OS, which has 1,593 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on September 7, 2026.

Source: nateherkai/AIS-OS on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.