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Matt PocockandClaude Opus 5 b442590419 docs: make Common questions and It's working if part of the page standard
An audit of all 25 docs pages found the two sections that carry the most
weight are the two the standard treated as optional. Only grill-me has a
Common questions section. Twelve pages have no It's working if, and
several that do use it for compliance checks on the skill's internals
rather than for signals the reader can see.

writing-docs.md now names the four-section spine, gates Common questions
on evidence -- the personal wiki where it exists on the machine, this
repo's issues, and CHANGELOG.md -- and raises the It's working if bar to
"checkable without opening SKILL.md". CLAUDE.md names the four sections
in the pointer.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-05 12:01:41 +01:00
Matt Pocock f86d3e0e0d Merge pull request #757 from mattpocock/docs-remove-source-links
docs: remove the source link from every skills page
2026-08-05 11:47:49 +01:00
Matt PocockandClaude Opus 5 71eb50346f docs: remove the source link from every skills page
Every docs page opened with a [Source](github.com/...) link, and
.agents/writing-docs.md told agents to add one to each new page.
Remove the line from all 25 pages, rewrite the one inline use in
ask-matt.md, and drop the rule from the page template, the fixed
frame list, and the "Done when" list so the links do not come back.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-05 11:37:40 +01:00
Matt Pocock 6b46e5c474 Merge pull request #755 from mattpocock/docs-grill-me-pass-v2
docs: rewrite the grill-me page around what people get wrong
2026-08-05 11:33:17 +01:00
Matt Pocock f4dd5e4976 docs: reframe grill-me as a portable standalone, not a chain step
The page described grill-me as operating on an existing plan and sitting
at the front of the build chain. Both are wrong. It takes a loose idea,
not a plan, and it is a productivity skill rather than an engineering
one: stateless, so it needs no repo and does not assume the subject is
software at all.

Routing now keys on portability rather than on whether a codebase
exists, and Where it fits names it a standalone that runs anywhere on
anything. Handing off to to-spec is presented as an option for when the
idea turns out to be software, not as the purpose of the skill.
2026-08-05 11:31:18 +01:00
Matt Pocock a3065f1b7b docs: rewrite the grill-me page around what people get wrong
The old page explained the mechanism and stopped. It answered none of
the questions people actually ask: which grilling skill to reach for,
how many questions is normal, what to do with a question talking can't
settle, whether to clear context before to-spec.

Keep the mechanism short and spend the page on judgement instead:
three-way sibling routing keyed on what you have in front of you; a
section naming passivity as the main failure mode; grillable vs
ungrillable as the move for questions that need a prototype; an
"It's working if" list; and a "Common questions" section answering the
six highest-volume ones. Say plainly to leave plan mode off.

Sourced from user questions across X, Discord and YouTube.
2026-08-05 11:24:09 +01:00
29 changed files with 117 additions and 65 deletions
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@@ -12,14 +12,14 @@ There is no H1 — the published page takes its title from the slug.
## Page structure
Fill the template below. The **fixed frame** (source link, `## What it does`, `## When to reach for it`, `## Where it fits`) appears on every page. The **adaptable middle** `## Prerequisites` and the free-form substance sections carries only what this particular skill earns; delete the rest.
Fill the template below, keeping its order. The **fixed frame** (`## What it does`, `## When to reach for it`, `## Where it fits`) appears on every page. `## Prerequisites` and the free-form substance sections carry only what this particular skill needs; delete the rest.
Four sections make a page worth reading: `What it does`, `When to reach for it`, `Common questions`, `It's working if`. The first two orient the reader; the last two are where the page stops summarising the skill and starts answering the reader's own situation. Each of the last two has a bar to clear, below — but treat a page that clears neither as unfinished, not as finished-and-short.
**A page carries no install commands.** The ai-hero page template renders the install widget itself — a copy button, the single-skill command, the whole-set command, and the update line — above the body. A page that also writes them out shows the reader the same command twice, and the two copies drift: the hand-written pair on every page went stale against the widget beside it. Install wording is a property of the site, not of the page. If it needs changing, change it in ai-hero; the canonical wording lives in [the install block](./install-block.md).
<page-template>
[Source](https://github.com/mattpocock/skills/tree/main/skills/<bucket>/<name>)
## What it does
One or two plain-language paragraphs. Lead with the skill's one-sentence job, then state the **defining constraint** — the single fact that makes this skill behave differently from the obvious default (for `to-spec`: it does not interview the user again, it synthesises what is already known). Write it as a plain declarative sentence — never a labelled aside like "The defining constraint:" or "The key thing:"; the formula reads as filler. This line is the most valuable on the page; never omit it.
@@ -41,9 +41,21 @@ One to three short sections, in the skill's *own vocabulary*, that make it click
The single non-negotiable: **surface the skill's leading word / defining idea**`tight` feedback loop, `deep module`, throwaway-code-answers-a-question, red-green. It pays off twice: the reader learns what the skill *is*, and learns the word they'll later think with to *reach for* it.
## Common questions
The questions readers really ask about this skill, each in bold with the answer in the lines beneath it — no sub-headings.
Every question here is one someone asked. That is the section's whole value: a page with three observed questions beats one with eight plausible ones, because an invented question teaches the reader nothing and reads as filler. So go and find them before you write any:
- **The wiki.** If `~/repos/matt/personal-wiki` exists on this machine, it is the richest source there is. Its `wiki/audience/` area is organised around what the audience wants, discusses, and **is confused by** — read `wiki/index.md` first for the registry of pages, then the pages bearing on this skill. Every page carries `sources:` linkbacks to the original X, Discord, GitHub, and email threads; the wiki is a secondary source, so quote the asker's own question rather than the wiki's summary of it. Skip this bullet where the directory does not exist.
- **This repo's issues.** `gh issue list --repo mattpocock/skills --search "<skill-name>" --state all`. A question filed twice is a question the page owes an answer to.
- **`CHANGELOG.md`.** Anything renamed, moved, or behaviourally changed generates a "where did it go?" that the page has to answer.
Order them by how often each comes up, sharpest first, and say the unflattering thing where it is true — a very long grilling session usually means the scope was too big; a model asked to write its own skill produces something verbose. Omit the heading where the hunt turns up nothing.
## It's working if
Optional. A short, checkable list of the observable signals that tell the reader the skill is actually doing its job — what they should see when it fires, and by absence when it hasn't. Include it when a skill has crisp tells (e.g. `to-spec` writes without re-interviewing you; a leading word reappearing in the trace); omit the heading when the signals are vague. A few bullets, no more.
A few bullets naming what the reader sees when the skill is doing its job. The bar on each is that the reader can check it without opening `SKILL.md` — a signal in their own work, or in the trace in front of them. "The document gets shorter as it gets better" passes; "the library section is byte-identical to `template.sh`" is a compliance check on the skill's internals wearing this section's name. Include it wherever the tells are crisp; omit the heading where they stay vague.
## Where it fits
@@ -64,10 +76,13 @@ Always present. Situate the skill in the system in a sentence or two:
## Done when
- The page exists at `docs/<bucket>/<name>.md`, and no stale page survives a rename or bucket move.
- The source link names the correct bucket and skill, and the page writes no install command of its own.
- The page carries no source link and writes no install command of its own.
- `## What it does` states the defining constraint, as plain prose rather than a labelled aside.
- `## When to reach for it` states invocation mode and the trigger boundary.
- `## Where it fits` names the role and links to `ask-matt`.
- A prerequisite (workspace, prior setup, tooling) is stated where one exists, and the section is absent where none does.
- The middle surfaces the leading word.
- Every `## Common questions` entry traces to a question someone asked — found in the wiki, the issues, or the changelog — and the heading is absent where the hunt found none.
- Every `## It's working if` bullet is checkable without opening `SKILL.md`.
- The sections appear in the template's order.
- Every link is absolute, and every one resolves.
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@@ -0,0 +1,17 @@
---
"mattpocock-skills": patch
---
Rewrite the `grill-me` docs page around what people actually get wrong.
The old page explained the mechanism — rounds, the frontier, the decision tree — and stopped there. Every recurring question from the last few months went unanswered on it: which of the three grilling skills to reach for, how many questions is normal, what to do when a question can't be answered by talking, and whether to start a fresh session before writing the spec.
The rewrite keeps the mechanism short and spends the page on the judgement calls instead:
- **Sibling routing** is now a three-way list keyed on what you have in front of you — no codebase, a codebase, or too big for one session — rather than a paragraph.
- **"It's a conversation, not an interview"** names passivity as the main failure mode. A session where you answer "agreed" forty times produces a plan you didn't write and can't defend.
- **"Grillable and ungrillable"** gives readers the move for a question that talking cannot settle: stop, prototype, come back. This is where long sessions come from.
- **A "Common questions" section** answers the six highest-volume ones directly, including how to restore one-question-at-a-time and why you should not clear context before `to-spec`.
- **"It's working if"** added, led by the sharpest signal: if you never disagreed, you didn't need the session.
Also drops the "plan mode" ambiguity by saying plainly to leave it off.
@@ -0,0 +1,15 @@
---
"mattpocock-skills": patch
---
Make `Common questions` and `It's working if` part of the docs-page standard, and say where the questions come from.
An audit of all 25 docs pages found the two sections that carry the most weight are the two the standard treated as optional. Only `grill-me` has a `Common questions` section; `writing-for-agents` gains one in #758. Twelve pages have no `It's working if` at all, and several that do use it for compliance checks on the skill's internals rather than for signals the reader can see.
`.agents/writing-docs.md` now:
- **Names the four-section spine** — `What it does`, `When to reach for it`, `Common questions`, `It's working if`. A page missing the last two is unfinished, not finished-and-short. The template's order is now the page's order.
- **Gates `Common questions` on evidence.** Every question has to be one someone asked, and three observed questions beat eight plausible ones. The hunt runs over three sources: the personal wiki at `~/repos/matt/personal-wiki` where it exists on the machine (its `wiki/audience/` area is organised around what the audience is confused by, with `sources:` linkbacks to the original threads), this repo's issues, and `CHANGELOG.md` for anything renamed or moved.
- **Raises the bar on `It's working if`** — each bullet must be checkable without opening `SKILL.md`.
`CLAUDE.md` names the four sections in the pointer, so the spine is visible without reading `writing-docs.md` first.
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@@ -14,7 +14,7 @@ Each skill entry in the top-level `README.md` must link the skill name to its `S
Each bucket folder has a `README.md` that lists every skill in the bucket with a one-line description, with the skill name linked to its `SKILL.md`. The promoted buckets' `README.md`s and the top-level `README.md` group entries into **User-invoked** and **Model-invoked**; non-promoted bucket `README.md`s (`misc/`, `in-progress/`) use a flat list.
Skills in `engineering/` and `productivity/` also have a human-facing docs page at `docs/<bucket>/<skill-name>.md` (the docs tree mirrors those two bucket folders under `skills/`). The published URL is `https://aihero.dev/skills-<skill-name>` regardless of bucket — the docs path is repo organisation only. When you add, rename, or change the behaviour of a skill in `engineering/` or `productivity/`, create or re-sync its docs page following [.agents/writing-docs.md](./.agents/writing-docs.md). Skills in the non-promoted buckets (`misc/`, `in-progress/`, `deprecated/`) get **no** docs page.
Skills in `engineering/` and `productivity/` also have a human-facing docs page at `docs/<bucket>/<skill-name>.md` (the docs tree mirrors those two bucket folders under `skills/`). The published URL is `https://aihero.dev/skills-<skill-name>` regardless of bucket — the docs path is repo organisation only. When you add, rename, or change the behaviour of a skill in `engineering/` or `productivity/`, create or re-sync its docs page following [.agents/writing-docs.md](./.agents/writing-docs.md). A finished page carries four sections — **What it does**, **When to reach for it**, **Common questions**, **It's working if** — and `writing-docs.md` holds the template, the section order, and where to hunt for the questions. Skills in the non-promoted buckets (`misc/`, `in-progress/`, `deprecated/`) get **no** docs page.
Every `SKILL.md` is either user-invoked (`disable-model-invocation: true` plus `policy.allow_implicit_invocation: false` in `agents/openai.yaml`, reachable only by the human) or model-invoked (model- or user-reachable). See [.agents/invocation.md](./.agents/invocation.md).
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@@ -1,5 +1,3 @@
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/ask-matt)
## What it does
`ask-matt` is the router over the skills in this repo. You describe the situation you're in; it tells you which skill or flow fits and in what order to run them.
@@ -22,4 +20,4 @@ The other idea it hands you is the **phase boundary**. A **phase** is a chunk of
## Where it fits
`ask-matt` is the **router** — the standalone map that sits over the whole set. It is the node every other docs page links back to as [ask-matt](https://aihero.dev/skills-ask-matt), so it never sits *in* a chain; it points *into* every chain. From here you'll most often land on [grill-with-docs](https://aihero.dev/skills-grill-with-docs), the head of the main flow, or [triage](https://aihero.dev/skills-triage), the on-ramp for work you didn't create. When even the router's own picture is stale, its [Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/ask-matt) is the map of record.
`ask-matt` is the **router** — the standalone map that sits over the whole set. It is the node every other docs page links back to as [ask-matt](https://aihero.dev/skills-ask-matt), so it never sits *in* a chain; it points *into* every chain. From here you'll most often land on [grill-with-docs](https://aihero.dev/skills-grill-with-docs), the head of the main flow, or [triage](https://aihero.dev/skills-triage), the on-ramp for work you didn't create. When even the router's own picture is stale, the skill itself is the map of record.
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@@ -1,5 +1,3 @@
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/code-review)
## What it does
`code-review` reviews the diff between `HEAD` and a fixed point you supply — a commit, branch, tag, or merge-base — along two separate axes: **Standards** (does the code follow this repo's documented conventions?) and **Spec** (does it implement what the originating issue or spec asked for?). It runs each axis as its own parallel sub-agent and reports them side by side. It never merges or re-ranks the two sets of findings — keeping them separate is the whole point, because a change can pass one axis and fail the other, and a single blended verdict lets one mask the other.
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@@ -1,5 +1,3 @@
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/codebase-design)
## What it does
`codebase-design` gives you a shared, precise vocabulary for designing **deep modules** — a lot of behaviour hidden behind a small interface, placed at a clean seam, testable through that interface.
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@@ -1,5 +1,3 @@
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/diagnosing-bugs)
## What it does
`diagnosing-bugs` runs a disciplined diagnosis loop for hard bugs and performance regressions — building a repro, minimising it, ranking hypotheses, instrumenting, then fixing with a regression test.
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@@ -1,5 +1,3 @@
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/domain-modeling)
## What it does
`domain-modeling` builds and sharpens a project's **ubiquitous language** as you design — challenging fuzzy terms, stress-testing relationships with concrete scenarios, and writing the glossary and decisions down the moment they crystallise.
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@@ -1,5 +1,3 @@
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/grill-with-docs)
## What it does
`grill-with-docs` interviews you relentlessly about a plan or design, a round of questions at a time, until you and the agent reach a shared understanding — and it writes the vocabulary and decisions down as you go.
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@@ -1,5 +1,3 @@
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/implement)
## What it does
`implement` builds the work described in a spec or a set of tickets — driving it through test-driven development, typechecking, and the full test suite, then handing off to review and committing to the current branch.
@@ -1,5 +1,3 @@
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/improve-codebase-architecture)
## What it does
`improve-codebase-architecture` scans a codebase for **deepening opportunities** — places where a shallow module (an interface nearly as complex as the thing it hides) could become a deep one — presents them as a self-contained visual HTML report, then grills through whichever one you pick.
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@@ -1,5 +1,3 @@
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/prototype)
## What it does
`prototype` builds a small, disposable program whose only job is to answer one design question — does this state model feel right, or what should this UI look like.
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@@ -1,5 +1,3 @@
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/research)
## What it does
`research` answers a question by reading the sources that own the answer and leaving a cited Markdown file behind. It works only from **primary sources** — official docs, source code, specs, first-party APIs — never a secondary write-up of them, so what it saves is traceable back to something authoritative rather than a summary of a summary.
@@ -1,5 +1,3 @@
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/resolving-merge-conflicts)
## What it does
`resolving-merge-conflicts` works through an in-progress git merge or rebase conflict, hunk by hunk, and finishes the operation — resolved, checked, and committed.
@@ -1,5 +1,3 @@
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/setup-matt-pocock-skills)
## What it does
`setup-matt-pocock-skills` teaches one repo how the engineering skills should behave in it — where issues live, what the triage labels are called, and where the domain docs sit — and records those answers as **config** the other skills read.
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[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/tdd)
## What it does
`tdd` builds a feature or fixes a bug test-first, one behaviour at a time, driving the code out through a red-green loop.
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@@ -1,5 +1,3 @@
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/to-spec)
## What it does
`to-spec` turns the current conversation and your codebase understanding into a spec, then publishes it to your issue tracker.
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[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/to-tickets)
## What it does
`to-tickets` breaks a plan, spec, or the current conversation into a set of **tickets** — each a tracer-bullet vertical slice — and publishes them to your configured tracker, with every ticket declaring the tickets that block it.
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[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/triage)
## What it does
`triage` moves issues on your project's tracker through a small **state machine** of triage roles — categorise them, verify the claim, grill them into shape if needed, and leave a ready-for-agent brief.
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[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/wayfinder)
## What it does
`wayfinder` takes an effort too big for one agent session — wrapped in fog, where the way from here to the goal isn't visible yet — and charts it as a **shared map** of **decision tickets** on your issue tracker, then resolves them one at a time until the way is clear. It **plans, it doesn't do**: every ticket resolves a decision — a question to settle, not a slice of a build to execute — and the map is done when nothing is left to decide before someone goes and builds the thing — so it produces decisions, not deliverables.
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[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/wizard)
## What it does
`wizard` generates an interactive bash script that walks a human, step by step, through a manual procedure that's tedious to do by hand and tedious to re-explain to an agent every time — wiring up third-party services, running a one-off migration, moving a project from state A to state B. It opens each URL, says what to click and copy, captures what comes back, and writes it where it belongs.
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[Source](https://github.com/mattpocock/skills/tree/main/skills/productivity/grill-me)
## What it does
`grill-me` runs a relentless interview about a plan or design, walking every branch of the decision tree until you and the agent reach a **shared understanding**.
`grill-me` takes a **loose idea** and interviews you until it has real decisions in it. You do not need a worked-out plan to start — producing one is what the session is for. It asks in **rounds**: each round is the whole **frontier** — every question whose prerequisites you have already settled — so you are never asked something that hinges on an answer it hasn't heard yet.
It asks in **rounds** and waits. A round is the whole **frontier** — every decision whose prerequisites are already settled — put to you as one numbered list, so you're never asked something that hinges on an answer the agent hasn't heard yet. Where a question can be answered by reading the codebase, it goes and reads rather than asking. Each question comes with the agent's own recommended answer, so you are reacting to a proposal, not staring at a blank prompt.
It is **stateless**. It writes no files and leaves no workspace behind. The only thing it leaves is a sharper version of the idea, in your own head.
## When to reach for it
You invoke this by typing `/grill-me` — the agent won't reach for it on its own.
You invoke this by typing `/grill-me` — the agent won't reach for it on its own. Start it in a **fresh conversation**, not on top of a plan you already had an agent write.
Reach for it before you build, when a plan feels roughly right but you can sense unresolved decisions hiding in it — the moment you want the soft spots found and forced into the open. If you want that same interrogation to also leave a paper trail of ADRs and a glossary behind, use [grill-with-docs](https://aihero.dev/skills-grill-with-docs) instead. And if the effort is too big to hold in one session and the route to the goal is still foggy — a greenfield project, a huge feature build — start further upstream with [wayfinder](https://aihero.dev/skills-wayfinder), which charts it as a map of decisions first and then merges back into this flow.
Reach for it as soon as you have an idea worth taking seriously — a feature, a product direction, a business call, a piece of writing — and long before you have worked out what it involves. Vagueness is not a reason to wait; it is the thing the session eats. If you can already specify the thing precisely, you don't need to grill it.
## The decision tree
Which of the three grilling skills you want depends on what is in front of you:
The session walks the plan as a tree of decisions, settling a parent decision before the choices that hang off it. Your answers reshape the tree and push the frontier outward, so the next round asks whatever they unblocked. The point is not to reach agreement quickly; it is to make every implicit call explicit, so nothing important is left silently assumed. You come out the other side with a plan whose branches have all been visited.
- **Anything, anywhere** — `grill-me`. It needs no repo and writes no files, and the subject doesn't have to be code.
- **A codebase to align against** — [grill-with-docs](https://aihero.dev/skills-grill-with-docs). The same interview, but stateful: it reads your code and keeps what it learns in `CONTEXT.md` and ADRs.
- **Too big for one session** — [wayfinder](https://aihero.dev/skills-wayfinder). It charts the effort as a map and runs grilling sessions inside it.
`grill-me` is **stateless**: it writes nothing and leaves no workspace behind. It runs anywhere, and the only artifact is the sharpened understanding in the conversation itself. That is the deliberate contrast with [grill-with-docs](https://aihero.dev/skills-grill-with-docs), which captures the same interview as durable ADRs and a glossary.
Leave plan mode off. Plan mode primes the agent to rush toward producing a plan, which is the opposite of staying in inquiry.
## It's a conversation, not an interview
The skill asks the questions, but **you** own the scope. That is the part people miss, and it separates a session that turns an idea into decisions from one that produces confident nonsense.
The failure mode is **passivity** — answering "agreed, agreed, agreed" for forty questions and coming out with a plan the agent wrote and you nodded at. It feels productive because it was long. Nothing was actually decided, and the result carries a certainty it hasn't earned.
Being active means steering. Push back on a question pitched beneath the fidelity you need. Say when the scope is drifting. Answer "I don't know" and mean it. This skill is built to aid an engineer, not to replace one: what comes out tracks the quality of your answers, not the number of questions asked.
The opposite error is real but rarer — staying in the interview so long you never reach code.
## Grillable and ungrillable
Some questions can be answered by talking. Others can't, and no amount of grilling will get you there.
"One long form or three pages?" and "how should this interaction feel?" are **ungrillable** — they need something to react to. When you hit one, stop grilling. Build the throwaway version with [prototype](https://aihero.dev/skills-prototype), look at it, then come back and answer in one line.
Talking your way through an ungrillable question is where sessions balloon. The agent keeps rephrasing, you keep guessing, and the scope grows to fill the uncertainty.
## It's working if
- You disagree with something. A session with no pushback from you is a session you didn't need.
- Questions arrive in a few rounds rather than one long drip, and later rounds clearly build on what you said earlier.
- You end up somewhere you didn't expect, because a question surfaced a decision you had been making implicitly.
- At the end you could defend each choice to someone who wasn't there.
## Common questions
**How many questions should I expect, and how do I know when it ends?**
Count rounds, not questions. Forty-six questions across four rounds is an ordinary session. It ends when the frontier is empty — every branch visited, nothing left silently assumed.
**It asked me two hundred questions. What went wrong?**
Usually the scope was too large. Ask the agent to break the work into smaller pieces first, then grill each one. Very long sessions also drift into the **dumb zone**, where the context window is full enough that the questions get worse.
**Can I go back to one question at a time?**
Yes. Add this to your global `CLAUDE.md`:
```
When grilling, ask one question at a time.
```
**What if I genuinely don't know the answer?**
Say so. "I don't know" is a real answer, and a question you can't answer is usually a sign to prototype rather than to guess.
**Do I start a fresh session before writing the spec?**
No. The value of the session is the context you just built. Hand the same conversation straight to [to-spec](https://aihero.dev/skills-to-spec).
**Does the model matter?**
More than for most skills. Grilling leans on the model's own sense of how systems break, so give it your best one. Implementation mostly follows context and tolerates a cheaper model.
## Where it fits
`grill-me` is a reach-for-it-anytime standalone — the pre-build stress test you run whenever a plan needs hardening. It is the stateless, user-invoked front door to the [grilling](https://aihero.dev/skills-grilling) primitive; its closest neighbour is [grill-with-docs](https://aihero.dev/skills-grill-with-docs), the stateful sibling that runs the same interview but additionally records the decisions as ADRs and a glossary. If the outcome is a spec you want written down, hand off to [to-spec](https://aihero.dev/skills-to-spec), which synthesises the settled understanding into a spec without re-interviewing you. When you're unsure which flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
`grill-me` is a **standalone you can run anywhere, on anything**. Being stateless is what makes it portable: no repo, no workspace, no setup, and no assumption that the idea is even about software. People point it at business decisions, at writing, at what to do next — anything that won't sit still in their head.
That portability is the whole difference from [grill-with-docs](https://aihero.dev/skills-grill-with-docs), which runs the same interview but reads a codebase to align against and records what it learns as `CONTEXT.md` and ADRs. Both sit on the [grilling](https://aihero.dev/skills-grilling) primitive; `grill-me` is the user-invoked front door that carries nothing with it.
If what you grilled does turn out to be software, you can hand the same conversation to [to-spec](https://aihero.dev/skills-to-spec) and carry on into the build flow — an option, not the point of the skill. When you're unsure which flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
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[Source](https://github.com/mattpocock/skills/tree/main/skills/productivity/grilling)
## What it does
`grilling` is the relentless interview that stress-tests a plan or design before you build it. It maps the plan as a **design tree** — every decision branches into the decisions that hang off it — and works that tree in **rounds** until you and the agent share the same understanding.
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[Source](https://github.com/mattpocock/skills/tree/main/skills/productivity/handoff)
## What it does
`handoff` compacts the current conversation into a **handoff document** — a single write-up a fresh agent can read to pick up the work where you left off.
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[Source](https://github.com/mattpocock/skills/tree/main/skills/productivity/teach)
## What it does
`teach` turns the current directory into a standing teaching workspace and teaches you one topic across many sessions — devising short, beautiful, interactive lessons tied to *why* you want to learn.
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[Source](https://github.com/mattpocock/skills/tree/main/skills/productivity/to-questionnaire)
## What it does
`to-questionnaire` turns a decision you can't settle on your own into a **questionnaire** — a Markdown document you hand to the one person who holds what you're missing, to fill in async or work through together in a meeting.
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[Source](https://github.com/mattpocock/skills/tree/main/skills/productivity/wait-what)
## What it does
`wait-what` is the fire extinguisher for a message that didn't land. You fire it the moment you lose the thread, and the agent re-pitches what it just said: a little of the context you were missing, plain English, and the vocabulary from your project's `CONTEXT.md`.
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[Source](https://github.com/mattpocock/skills/tree/main/skills/productivity/writing-for-agents)
## What it does
`writing-for-agents` is the reference you write agent-facing documents against — skills, `AGENTS.md` / `CLAUDE.md`, and any doc an agent reaches by a pointer. The packaging differs; the writing does not: the same levers make each one predictable, so the agent takes the same *process* every run rather than producing the same output.