grilling
Skill0 starsChanged 3 months agoMITView on GitHub
Use when exploring and stress-testing ideas before committing to a design or plan, when the user says "grill me" or "stress-test this", or when sharpening a plan while also producing ADRs and a glossary.
193 other projects use a version of this, 123 of them edited.
Adopted by
Most recently taken up by
- xiaoxiaosrm/dsh-mattpocock-skillsedited, first seen Nov 8, 2026
- wowyuarm/dsh-agent-teamedited, first seen Nov 8, 2026
- Contexera/dsh-agent-teamedited, first seen Nov 8, 2026
- awslabs/agentic-developer-platformedited, first seen Nov 8, 2026
- microsoft/frontier-agentic-modernization-rvasedited, first seen Nov 8, 2026
- The-Vibe-Company/quivredited, first seen Nov 8, 2026
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Other versions193 projects use a version of this.
Word for word · 0
None found.
Edited · 123
- mattpocock/skills★ 309k44% same
- QuivrHQ/quivr★ 40k13% same
- The-Vibe-Company/quivr★ 40k13% same
- windmill-labs/windmill★ 18k47% same
- formbricks/formbricks★ 13k46% same
- ArcReel/ArcReel★ 6.3k46% same
- pollinations/pollinations★ 5.3k46% same
- withcoral/coral★ 4.9k46% same
- bestofjs/bestofjs★ 3.1k47% same
- The-Vibe-Company/claude-code-controller★ 2.4k13% same
113 more not listed
Wrote their own version · 70
- GreyDGL/PentestGPT★ 16ksame name
- PX4/PX4-Autopilot★ 13ksame name
- vinvcn/mattpocock-skills-zh-CN★ 5.5ksame name
- AUTO-MAS-Project/AUTO-MAS★ 774same name
- stevesolun/ctx★ 583same name
- devcxl/mattpocock-skills-zh★ 522same name
- Tiberriver256/mcp-server-azure-devops★ 399same name
- ninehills/skills★ 280same name
- loulanyue/skills★ 231same name
- heyongjun666/AICU-Graph★ 200same name
60 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.
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- The first 60 shown.
The file
Show its rules and text
We split this skill into the rules it gives an agent
31 rules. 0 are common, 24 are distinctive, and 7 are very specific to this project.
0
Common
Most of the 71 edited versions we read keep these.
24
Distinctive
This author's own choices. Worth a look.
7
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 12
Before exploring or asking questions, capture the intent:
- Very specific: line 18
If intent is unclear, ask for it before proceeding.
- Distinctive: line 41
Do NOT invoke any implementation skill, write any code, scaffold any project, or take any implementation action until you have presented a …
- Distinctive: line 46
Every project goes through this process.
- Distinctive: line 54
Check files, docs, recent commits.
- Distinctive: line 56
If the project is too large for a single spec, help the user decompose into sub-projects.
- Distinctive: line 60
NOT upfront. The first time a question would genuinely be clearer shown than described, offer it then (its own message).
- Distinctive: line 62
This offer MUST be its own message: Only the offer — no clarifying question, summary, or other content.
- Distinctive: line 66
Ask assertively: frame each question as a concrete proposal with your recommendation, then let the user confirm or override.
- Distinctive: line 67
Ask one at a time only when the next question depends on the previous answer.
- Distinctive: line 68
When questions are independent, batch them in one round so the user can answer all at once.
- Distinctive: line 70
Every question MUST include a recommended answer or default stance.
- Distinctive: line 71
Prefer multiple choice when possible, but open-ended is fine.
- Distinctive: line 84
Ask after each section whether it looks right so far
- Distinctive: line 107
Every answer reshapes the tree — settled decisions push the frontier outward and unblock questions that depended on them.
- Very specific: line 108
After each ask_user_question call, incorporate all answers and recompute the frontier before selecting the next call.
- Distinctive: line 109
Never include a question in the same call as an unanswered prerequisite.
- Distinctive: line 110
Use 1-4 questions per call and 2-4 options per multiple-choice question.
- Very specific: line 151
Write the validated design — the conversation asset — to .devin/specs/YYYY-MM-DD-<topic>-design.md (user preferences for spec location …
- Distinctive: line 153
Use this PRD structure:
- Distinctive: line 162
Commit the design concept to git.
- Distinctive: line 166
After writing the spec, look at it with fresh eyes:
- Distinctive: line 169
Internal consistency: Do any sections contradict each other?
- Distinctive: line 177
After the spec review loop passes, ask the user to review the written spec:
- Distinctive: line 181
Wait for the user's response.
- Distinctive: line 196
If they agree to the companion, read visual-companion.md before proceeding.
- Distinctive: line 204
Don't propose unrelated refactoring.
- Very specific: line 227
If the topic depends on a library or framework the user just named, invoke context7 before the first round so you can ask informed …
- Very specific: line 228
If the topic needs primary-source investigation (current docs, a spec, a paper), invoke research first and bring the findings into the …
- Very specific: line 229
If the request might be too small for a full grilling session, invoke execution before entering grill mode.
- Very specific: line 230
If the user uses AI-coding jargon loosely, invoke ai-coding-dictionary to align terms before the first round.
“Common” is measured: kept by at least 6 in 10 of the 71 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
Grilling & Brainstorming (Unified)
Two traditions, one pipeline. This skill merges collaborative brainstorming (focused exploration, one question at a time, visual companion, design concept) with relentless grilling (design tree, frontier rounds, assertive questions, a recommendation alongside every question, sub-agents for facts). The output is a shared design concept — the conversation itself becomes a reusable asset.
Intent capture
Before exploring or asking questions, capture the intent:
- Objective: what the user wants to achieve.
- Where it lands: which project, module, or feature.
- User impact: how the change affects the user or the product.
If intent is unclear, ask for it before proceeding. The captured intent feeds into planning (Spec mode) as the PRD's Intent section.
Modes
| Mode | Trigger | What changes |
| Default | "grill this", "stress-test", "brainstorm" | Full pipeline below |
| Stateless | "grill me" without a working directory | Skip file/context exploration (Step 1); work purely from the conversation. Use frontier rounds: ask all currently-unblocked questions at once, never one at a time. If there are more than 4, split into multiple ask_user_question calls in the same round, each with at most 4 questions and 4 options. Every question includes a recommended answer. |
| With-docs | "grill and document" / "sharpen plan + ADRs" | Run full pipeline + invoke knowledge-modeling in Phase 3 to produce ADRs and glossary alongside the spec |
Decision logic: which mode when
| Situation | Use | Why |
| Idea is fuzzy, early-stage, need to explore possibilities | Brainstorm mode | Assertive, batched independent questions. Propose 2-3 approaches with trade-offs. Visual companion for UI/layout questions. |
| Have a plan/decision that needs stress-testing | Grill mode | Relentless, assertive interview. Design tree with frontier rounds. Every question includes a recommended answer. Every branch visited, nothing silently assumed. |
| New feature from scratch | Both, in sequence | Brainstorm to explore the idea → Grill to stress-test the resulting design → Write spec → planning (Tickets mode) or planning. |
| Modifying existing behavior | Brainstorm mode | Understand current behavior, propose changes, get approval. |
| User says "grill me" or "stress-test this" | Grill mode | Explicit trigger for relentless questioning. |
| User says "brainstorm" or "I have an idea" | Brainstorm mode | Explicit trigger for collaborative exploration. |
| Design is done, need to write it up | Brainstorm mode (final phase) | Write design concept, spec self-review, user review gate, transition to planning (Tickets mode) or planning. |
<HARD-GATE>
Do NOT invoke any implementation skill, write any code, scaffold any project, or take any implementation action until you have presented a design and the user has approved it. This applies to EVERY project regardless of perceived simplicity.
</HARD-GATE>Anti-Pattern: "This Is Too Simple To Need A Design"
Every project goes through this process. A todo list, a single-function utility, a config change — all of them. "Simple" projects are where unexamined assumptions cause the most wasted work. The design can be short, but you MUST present it and get approval.
Phase 1: Explore (Brainstorm Mode)
1. Explore project context
Check files, docs, recent commits. Before asking detailed questions, assess scope: if the request describes multiple independent subsystems, flag this immediately. Don't spend questions refining details of a project that needs to be decomposed first.
If the project is too large for a single spec, help the user decompose into sub-projects. Each sub-project gets its own spec → plan → implementation cycle.
2. Offer the visual companion just-in-time
NOT upfront. The first time a question would genuinely be clearer shown than described, offer it then (its own message); on approval its browser tab opens. If no visual question ever arises, never offer it. See visual-companion.md for details.
This offer MUST be its own message. Only the offer — no clarifying question, summary, or other content.
3. Ask clarifying questions
- Ask assertively: frame each question as a concrete proposal with your recommendation, then let the user confirm or override.
- Ask one at a time only when the next question depends on the previous answer.
- When questions are independent, batch them in one round so the user can answer all at once.
- Respect the
ask_user_questiontool limit: 1-4 questions per call and 2-4 options per multiple-choice question. If more than 4 questions are unblocked, ask up to 4, wait for the answers, incorporate them, recompute the frontier, then continue. - Every question MUST include a recommended answer or default stance. The user can accept, amend, or reject it in one line.
- Prefer multiple choice when possible, but open-ended is fine.
- Focus on understanding: purpose, constraints, success criteria.
- For appropriately-scoped projects, refine the idea through dialogue.
4. Propose 2-3 approaches
- Present options conversationally with your recommendation and reasoning
- Lead with your recommended option and explain why
- YAGNI ruthlessly — remove unnecessary features from every approach
5. Present design
- Scale each section to its complexity
- Ask after each section whether it looks right so far
- Cover: architecture, components, data flow, error handling, testing
- Design for isolation and clarity: break into smaller units with one clear purpose, well-defined interfaces, independently testable
Phase 2: Stress-test (Grill Mode)
The design tree
Map the design as a design tree: every decision branches into the decisions that hang off it.
Work the tree in rounds. The frontier is every decision whose prerequisites are already settled — the questions you can ask now without guessing at answers you haven't heard yet. Ask up to 4 frontier questions per ask_user_question call, each with 2-4 options when multiple choice. Wait for the answers, incorporate them, and recompute the frontier before the next call. A conceptual frontier may therefore require multiple user interactions.
Question format
Q1 - <question title>: <assertive question body; state your recommendation inside the question when possible>
> <your recommended answer>Frontier rules
- Every answer reshapes the tree — settled decisions push the frontier outward and unblock questions that depended on them.
- After each
ask_user_questioncall, incorporate all answers and recompute the frontier before selecting the next call. - Never include a question in the same call as an unanswered prerequisite.
- Use 1-4 questions per call and 2-4 options per multiple-choice question.
Finding facts is your job, never the user's
When a frontier question needs a fact from the environment (filesystem, tools, docs), dispatch a sub-agent to find it — don't ask the user for anything you could look up yourself. Don't block on it: a running exploration is an unsettled prerequisite, so only the questions downstream of it wait — ask the rest of the frontier now.
The decisions are the user's — put each to them and wait.
Anti-Pattern: "Yes-tail" (one question at a time near the end)
A common failure mode is to reach the end of a grilling session and ask a series of independent yes/no confirmations one at a time. Batch up to 4 currently-unblocked questions per call. After each response, recompute dependencies before selecting the next call.
When grilling is done
The session is done when the frontier is empty and you have a shared design concept: every branch of the design tree visited, nothing left silently assumed. Do not act on it until the user confirms the design concept.
Phase 3: Write it up (Brainstorm Mode, final phase)
Checklist
You MUST complete these in order:
- Explore project context — check files, docs, recent commits
- Offer visual companion just-in-time — only when a visual question arises
- Ask clarifying questions — assertively, with a recommendation; one at a time only when dependent; otherwise batch independent questions in one round (brainstorm mode), splitting into multiple
ask_user_questioncalls as needed to stay within the 4-question/4-option limit. - Propose 2-3 approaches — with trade-offs and recommendation
- Present design — in sections, get user approval after each
- Grill the design — design tree, frontier rounds, stress-test every branch (grill mode)
- Write design concept — save to
.devin/specs/YYYY-MM-DD-<topic>-design.mdas the conversation asset and commit - Spec self-review — quick inline check (see below)
- User reviews written spec — ask user to review before proceeding
- Transition to implementation — the spec is done. Pick the execution path:
- planning (Tickets mode) — split into tracer-bullet vertical-slice tickets with blocking edges, then
executionper ticket (canonical flow, matchesask-bundlerouter) - planning — turn the spec into a single detailed task-by-task implementation plan, then
execution
- planning (Tickets mode) — split into tracer-bullet vertical-slice tickets with blocking edges, then
The terminal state is leaving grilling for one of the two execution paths. Do NOT start implementing inside grilling — the spec is the deliverable here; execution happens in the next skill.
Design concept
Write the validated design — the conversation asset — to .devin/specs/YYYY-MM-DD-<topic>-design.md (user preferences for spec location override this default). Treat this as a design concept, not a transcript dump: it distills the grilled decisions into a reusable handoff for planning or planning.
Use this PRD structure:
- Problem Statement
- Solution
- User Stories (numbered, in "As a
<actor>, I want<feature>, so that<benefit>") - Implementation Decisions (modules, interfaces, schema, contracts)
- Testing Decisions (what makes a good test, which modules to test)
- Out of Scope
Commit the design concept to git.
Spec Self-Review
After writing the spec, look at it with fresh eyes:
- Placeholder scan: Any "TBD", "TODO", incomplete sections, or vague requirements? Fix them.
- Internal consistency: Do any sections contradict each other? Does the architecture match the feature descriptions?
- Scope check: Is this focused enough for a single implementation plan, or does it need decomposition?
- Ambiguity check: Could any requirement be interpreted two different ways? If so, pick one and make it explicit.
Fix any issues inline.
User Review Gate
After the spec review loop passes, ask the user to review the written spec:
"Spec written and committed to
<path>. Please review it and let me know if you want to make any changes before we start writing out the implementation plan."
Wait for the user's response. If they request changes, make them and re-run the spec review loop. Only proceed once the user approves.
Visual Companion
A browser-based companion for showing mockups, diagrams, and visual options. Available as a tool — not a mode.
Per-question decision: Even after the user accepts, decide FOR EACH QUESTION whether to use the browser or the terminal. The test: would the user understand this better by seeing it than reading it?
- Use the browser for content that IS visual — mockups, wireframes, layout comparisons, architecture diagrams
- Use the terminal for content that is text — requirements questions, conceptual choices, tradeoff lists, scope decisions
A question about a UI topic is not automatically a visual question. "What does personality mean in this context?" is conceptual — use the terminal. "Which wizard layout works better?" is visual — use the browser.
If they agree to the companion, read visual-companion.md before proceeding.
Working in existing codebases
- Explore the current structure before proposing changes. Follow existing patterns.
- Where existing code has problems that affect the work, include targeted improvements as part of the design — the way a good developer improves code they're working in.
- Don't propose unrelated refactoring. Stay focused on what serves the current goal.
Process Flow
Explore context
-> Ask clarifying questions (assertive, with recommendation; batch if >4 questions)
-> Propose 2-3 approaches with trade-offs
-> Present design sections, get approval per section
-> Grill the design (design tree, frontier rounds, every question with recommendation)
-> User confirms shared design concept?
-> no: revise, re-grill
-> yes: write design concept
-> spec self-review (fix inline)
-> user reviews spec?
-> changes: revise, re-review
-> approved: pick execution path
-> planning (Tickets mode) -> implement (canonical)
-> planning -> execution (detailed single plan)Cross-skills
- If the topic depends on a library or framework the user just named, invoke
context7before the first round so you can ask informed questions. - If the topic needs primary-source investigation (current docs, a spec, a paper), invoke
researchfirst and bring the findings into the grilling session. - If the request might be too small for a full grilling session, invoke
executionbefore entering grill mode. - If the user uses AI-coding jargon loosely, invoke
ai-coding-dictionaryto align terms before the first round.
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