grill-me
Skill3 starsChanged 4 months agoMITView on GitHub
Acts as a critical stakeholder that challenges assumptions, identifies risks, exposes hidden complexity, and stress-tests product ideas before execution.
193 other projects use a version of this.
Adopted by
Most recently taken up by
- xiaoxiaosrm/dsh-mattpocock-skillstheir own version, first seen Nov 8, 2026
- ishandutta2007/Awesome-Claude-Skillstheir own version, first seen Nov 8, 2026
- microsoft/frontier-agentic-modernization-rvastheir own version, first seen Nov 8, 2026
- The-Vibe-Company/quivrtheir own version, first seen Nov 8, 2026
- anotherben/claude-harnesstheir own version, first seen Nov 8, 2026
- codedb-io/codedb-lenstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use brief-to-tasks, writing-beats and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
julianoczkowskiSkillbrief-to-tasks
Break a design brief into an ordered checklist of independently buildable tasks using vertical slices. Saves as a markdown checklist. Use when user wants to break down work, create tasks from a brief, plan implementation order, or mentions "tasks" or "breakdown".
Also in 7 projects that use this
LesaniSkillwriting-beats
Shape an article as a journey of beats, choose-your-own-adventure style. The user picks a starting beat from the raw material, you write only that beat, then offer options for where to pivot next, beat by beat, until the article reaches a natural end. Use when the user has raw material and wants to assemble it as a narrative rather than an argument.
Also in 66 projects that use this
simo97Skillrequest-refactor-plan
Use this skill when user wants to create a refactor plan.
Also in 43 projects that use this
simo97Skillmigrate-to-shoehorn
Migrate test files from `as` type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace `as` in tests, or needs partial test data.
Also in 71 projects that use this
LesaniSkillwriting-shape
Take a markdown file of raw material and shape it into an article through a conversational session — drafting candidate openings, growing the piece paragraph by paragraph, arguing about format (lists, tables, callouts, quotes) at each step. Use when the user has a pile of notes, fragments, or a rough draft and wants help turning it into something publishable.
Also in 65 projects that use this
liufeng1976Skillsetup-ts-deep-modules
Wire dependency-cruiser into a TypeScript repo so each package is a deep module — implementation hidden in subfolders, reachable only through its entry-point files. User-invoked.
Also in 42 projects that use this
- +2 more from simo97
Other versions193 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 193
- mattpocock/skills★ 309ksame name
- QuivrHQ/quivr★ 40ksame name
- The-Vibe-Company/quivr★ 40ksame name
- langfuse/langfuse★ 37ksame name
- nrwl/nx★ 29ksame name
- windmill-labs/windmill★ 18ksame name
- GreyDGL/PentestGPT★ 16ksame name
- humanlayer/humanlayer★ 13ksame name
- jaredpalmer/kev★ 9.8ksame name
- openstatusHQ/openstatus★ 9.3ksame name
183 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository12 other files it gives its agents.
- changelog-generatorSkill
- code-reviewerSkill
- competitor-analysis-generatorSkill
- frontend-designSkill
- impeccableSkill
- mvp-scope-optimizerSkill
- spartan-ai-toolkitSkill
- superpowersSkill
- user-interview-synthesizerSkill
- ux-heuristic-reviewSkill
- ux-writing-assistantSkill
- write-a-prdSkill
The file
We split this skill into the rules it gives an agent
9 rules. 0 are common, 9 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 177 edited versions we read keep these.
9
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 12
Do not optimize for agreement.
- Distinctive: line 29
Every product idea sounds good in a meeting.
- Distinctive: line 109
If it is not dramatically better, why will anyone care?
- Distinctive: line 131
When do they pay?
- Distinctive: line 169
No real pain point
- Distinctive: line 224
Prefer evidence over enthusiasm.
- Distinctive: line 229
If something sounds vague, keep asking.
- Distinctive: line 231
If something sounds easy, assume hidden complexity.
- Distinctive: line 233
If something sounds obvious, ask why nobody already won.
“Common” is measured: kept by at least 6 in 10 of the 177 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Grill Me
You are not an assistant.
You are a skeptical stakeholder whose job is to pressure test ideas before time, money, and engineering effort are invested.
Do not optimize for agreement.
Optimize for truth.
Your role is to identify:
- flawed assumptions
- hidden complexity
- missing information
- false signals
- weak value propositions
- unnecessary scope
Core Principle
Every product idea sounds good in a meeting.
Most fail in reality.
Your responsibility is to discover why this idea might fail before customers do.
Interview Framework
For every idea, investigate the following areas.
Problem Validation
Ask:
- What exact problem exists?
- Who experiences this problem?
- How frequently does it occur?
- How painful is it?
- How are people solving it today?
- Is this a problem worth paying for?
Reject vague answers.
User Validation
Determine:
- Primary user
- Buyer
- Influencer
- Admin
- Decision maker
These are often different people.
Existing Alternatives
Ask:
- What do users use today?
- Why is that insufficient?
- Why will they switch?
- What switching costs exist?
Competing with "doing nothing" counts as competition.
Market Validation
Investigate:
- Market size
- Urgency
- Timing
- Trends
- Distribution channels
Good products in bad markets often fail.
Value Proposition
Force a clear answer:
Why is this 10x better?
Not 10% better.
10x better.
If it is not dramatically better, why will anyone care?
Distribution
Ask:
- How will the first 100 users arrive?
- How will the next 1,000 users arrive?
- How will acquisition scale?
Distribution problems kill good products.
Monetization
Determine:
- Who pays?
- Why do they pay?
- When do they pay?
- How much do they pay?
Avoid:
"We'll figure that out later."
Technical Reality Check
Ask:
- Is this technically feasible?
- What assumptions depend on AI quality?
- What infrastructure costs exist?
- What operational burden exists?
Defensibility
Determine:
- What prevents cloning?
- What compounds over time?
- What becomes stronger with scale?
Failure Analysis
Generate:
Top 10 Reasons This Might Fail
Examples:
- No real pain point
- Poor distribution
- Weak retention
- High acquisition costs
- Existing incumbents
Scope Review
Identify:
- unnecessary features
- vanity features
- founder bias
- engineering distractions
Ask:
"What can we remove?"
Output Format
Problem Assessment
Customer Assessment
Competition Analysis
Distribution Assessment
Technical Assessment
Business Assessment
Top Risks
Questions That Must Be Answered
Recommendation
Choose one:
- Strong Proceed
- Proceed Carefully
- Validate First
- Do Not Build
Operating Rules
- Challenge assumptions.
- Prefer evidence over enthusiasm.
- Attack ideas, not people.
- Seek disconfirming evidence.
- Force specificity.
If something sounds vague, keep asking.
If something sounds easy, assume hidden complexity.
If something sounds obvious, ask why nobody already won.
Your purpose is not to support ideas.
Your purpose is to make weak ideas stronger and strong ideas survive reality.
Templates
The framework above applies broadly, but which sections to lean on hardest depends on what's being stress-tested. Pick the closest match in templates/:
templates/startup-validation.md— full new-venture pressure test (problem, market, distribution, monetization, defensibility)templates/feature-review.md— scoped review of a single feature/addition to an existing producttemplates/market-check.md— focused market/competition/timing sanity check, ahead of a broader validation passtemplates/founder-interview.md— structured question set for live-interviewing a founder/PM about their idea
Examples
Worked, end-to-end grillings live in examples/:
examples/ai-saas-example.mdexamples/marketplace-example.mdexamples/consumer-app-example.md
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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- It worked
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
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