Grill Me
Grill Me is a Claude Code skill that runs a relentless, one-question-at-a-time interview to pressure-test a plan or design before a single line of code gets written, forcing shared understanding between developer and AI agent.
Developer-educator Matt Pocock added it to his mattpocock/skills repo on February 25, 2026, but the term truly took off after his March 23 tweet claimed the repo had hit 9,000 stars overnight — by July it had climbed past 170,000, spawning forks like grill-me-codex and vibe-check.
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Search Interest
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Nascent0–7 days
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Emergent8–30 days
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Validating31–90 days
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Rising ← now91–180 days
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Established180 days +
Why is it emerging now?
Matt Pocock's grill-me skill — a relentless pre-code interview for Claude Code — went from a quiet productivity trick to a phenomenon after his March 23, 2026 tweet claimed mattpocock/skills had hit 9,000 stars overnight; by July the repo topped 170,000 stars, and forks like grill-me-codex and vibe-check show builders extending the pattern well beyond one author's workflow.
Outlook
6-month signal projection and commercial timeline.
Star growth keeps compounding and forks multiply, but IDE-native plan-confirmation features could absorb the standalone skill's value.
Risk · Cursor, Anthropic, or OpenAI could ship native plan-confirmation UX, making the copy-paste skill redundant.
Analogs · rubber duck debugging · spec-driven development · pair programming
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nowFree MIT skill, no wrapper
Pure copy-paste prompt; monetization flows through Pocock's content brand, not the skill itself.
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3-6moForks add paid layers
grill-me-codex bundles cross-model review; workshops on 'grilling' technique start appearing.
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6-12moNative IDE plan-lock modes
If agent IDEs ship built-in plan-confirmation UX, the standalone skill's edge narrows.
Competition & Opportunity for term “Grill Me”
Signals derived from the tracked queries, the term's monetization cards, and its cluster neighbors. Heuristic except where marked measured (Google KD).
Ideas for term “Grill Me”
Buildable pitches — turn this term into an article, site, product, post, newsletter, video, or course. Steal any card and run with it.
No direct comparison exists yet; Grill Me targets engineers, Vibe Check targets non-technical founders — a natural head-to-head query.
Setup walkthroughs are thin; cover the /grilling command, the recommended-answer pattern, and common customizations.
Positions the skill against heavier spec frameworks for teams deciding how much process AI-assisted planning actually needs.
The skill's Q&A output is conversational; a lightweight parser formatting it into a structured markdown spec saves manual cleanup.
Package the pattern as an editor extension so teams get plan-confirmation without copy-pasting the raw skill file.
The 45-minute session length and recommended-answer format make for a naturally watchable screen-recording on YouTube.
One Claude Code skill went from an unwatched GitHub repo to 170,000 stars in four months — by asking better questions than the humans building it.
My last three PRDs took a week to write and nobody read them. My last grilling session took 45 minutes and shipped the same day.
One Hacker News commenter called Matt Pocock's viral skill 'trying to create FOMO to sell snake oil and AI courses' — is the internet's favorite planning trick actually just vibes with extra steps?
What People Search
Long-tail queries from Google Suggest + Trends. Volume and competition are heuristics — directional, not audited. Content Type comes from query shape.
SERP of term “Grill Me”
What searchers see today — organic results on top, paid ads if anyone's bidding. Ad density is a real-time commercial signal.
FAQ
What is Grill Me?
Grill Me is a Claude Code skill that runs a relentless, one-question-at-a-time interview to pressure-test a plan or design before a single line of code gets written, forcing shared understanding between developer and AI agent.
Why is Grill Me emerging now?
Matt Pocock's grill-me skill — a relentless pre-code interview for Claude Code — went from a quiet productivity trick to a phenomenon after his March 23, 2026 tweet claimed mattpocock/skills had hit 9,000 stars overnight; by July the repo topped 170,000 stars, and forks like grill-me-codex and vibe-check show builders extending the pattern well beyond one author's workflow.
When did Grill Me emerge?
Publicly emerged around 2026-02-25 (about 139 days ago as of 2026-07-14). EarlyTerms first recorded a pipeline signal on 2026-07-14.
Related Terms
Other terms in the same space — aliases, subtypes, competitors, and neighbors to explore next.
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Sources
Primary URLs this report cites — open any to verify the claim yourself.
- 01 mattpocock/skills — GitHub repo github.com ↗
- 02 grill-me SKILL.md (canonical source) github.com ↗
- 03 Matt Pocock: 'My grill-me skill went viral' (Mar 23, 2026) x.com ↗
- 04 Matt Pocock: '/grill-me is my most popular skill ever' (May 14, 2026) x.com ↗
- 05 AI Hero: My 'Grill Me' Skill Went Viral aihero.dev ↗
- 06 Hacker News: Anatomy of the .claude/ folder (627 pts, grill-me discussion in comments) news.ycombinator.com ↗
- 07 grill-me-codex — cross-model fork github.com ↗
- 08 vibe-check — non-engineer fork github.com ↗