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# Writing docs pages
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Every skill in `engineering/` and `productivity/` has a human-facing **docs page** at `docs/<bucket>/<skill-name>.md` — the docs tree mirrors those two bucket folders under `skills/`. It is published at `https://aihero.dev/skills-<skill-name>`; the URL is always `skills-<skill-name>` regardless of bucket, so the docs path is repo organisation only. The page is not the skill and not a copy of `SKILL.md`. Only these two buckets are promoted; the rest (`misc/`, `personal/`, `in-progress/`, `deprecated/`) ship no docs page.
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Most of these skills are **user-invoked**: the agent will never fire them for you, so *you* are the index that has to remember they exist and when to reach for them. That memory is **cognitive load**. The job of a docs page is to relieve it — to orient one reader around one skill so they can hold it in their head, know when to reach for it, and see where it sits in the system. The pages are collectively a distributed router; each is a node.
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Act whenever a promoted skill is added, renamed, or has its behaviour changed: create or re-sync its docs page. A rename moves the file too (`docs/<bucket>/<old>.md` → `docs/<bucket>/<new>.md`), because the published URL tracks the name; a skill that moves between `engineering/` and `productivity/` moves its docs file to the matching folder. Skills in `misc/`, `personal/`, `in-progress/`, and `deprecated/` get no page — none of those buckets is promoted. A skill moving *out* of one of them into `engineering/` or `productivity/` gains a page; one moving the other way loses it.
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Because these pages are published on `aihero.dev`, **every link is absolute** — never a repo-relative path. A link to another skill points at `https://aihero.dev/skills-<name>`; a link into the repo points at its full `https://github.com/mattpocock/skills/...` URL. A relative link that works in the repo breaks once published.
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There is no H1 — the published page takes its title from the slug.
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## Page structure
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Fill the template below. The **fixed frame** (Quickstart block, 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.
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<page-template>
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Quickstart:
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```bash
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npx skills add mattpocock/skills --skill=<name>
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```
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```bash
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npx skills update <name>
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```
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[Source](https://github.com/mattpocock/skills/tree/main/skills/<bucket>/<name>)
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## What it does
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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-prd`: 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.
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## When to reach for it
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How and when you reach for the skill — two beats, both effectively always present:
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- **Invocation mode.** State whether you type it or the agent fires it. A user-invoked skill: "You invoke this by typing `/<name>` — the agent won't reach for it on its own." A model-invoked skill: "Type `/<name>`, or the agent reaches for it automatically when a task fits."
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- **Trigger boundary.** The index entry: "reach for this when …". Where the skill is confusable with a sibling, add the other half — "for <X> instead, use [<sibling>](https://aihero.dev/skills-<sibling>)."
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## Prerequisites
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Optional — include only when the skill needs something in place to be functional; omit the heading entirely otherwise. Covers: a **workspace it writes into** (a stateful skill like `grill-with-docs` writes `CONTEXT.md` and ADRs; `teach` builds a whole directory — say what it writes and where), **prior setup** (`triage`/`to-prd`/`to-issues` need `setup-matt-pocock-skills` to have configured an issue tracker), or **repo-specific tooling**. A stateless skill that runs anywhere has no prerequisites — drop the section.
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## <free-form middle>
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One to three short sections, in the skill's *own vocabulary*, that make it click — choose whatever headings fit the skill: the loop it runs, the artifact it produces, the fork it makes, the one anti-pattern it kills. There is no prescribed heading; the skills are too heterogeneous for one.
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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.
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## It's working if
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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-prd` 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.
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## Where it fits
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Always present. Situate the skill in the system in a sentence or two:
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- **Role.** Name it: a **chain step** (`grill-with-docs → to-prd → to-issues → implement → code-review`), a **run-once setup** (`setup-matt-pocock-skills`), **periodic maintenance** (`improve-codebase-architecture`, "every few days"), or a **reach-for-it-anytime standalone** (`diagnosing-bugs`, `prototype`, `handoff`). A standalone's map is one honest sentence — far better than omitting the section.
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- **Neighbours.** The one or two siblings that matter, each with a because-clause, linked absolutely.
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- **The map.** Point to [ask-matt](https://aihero.dev/skills-ask-matt), the router over the whole set, so this page stays a node and never has to redraw the graph.
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</page-template>
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## Conventions
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- Explain the **why**, not the process. The page orients and situates the skill; it never reproduces the `SKILL.md` steps or template dumps — a human choosing a tool does not need the runbook.
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- Use the skill's **leading words** (_seam_, _deep module_, _tracer bullet_) so the page and the skill speak one language.
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- Keep the page itself low-load. It is documentation *about* low-cognitive-load skills; furniture (spare headings, restated links) is the thing it is arguing against.
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## Done when
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- The page exists at `docs/<bucket>/<name>.md`, and no stale page survives a rename or bucket move.
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- The Quickstart block and source link name the correct bucket and skill; the update line names the skill.
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- `## What it does` states the defining constraint, as plain prose rather than a labelled aside.
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- `## When to reach for it` states invocation mode and the trigger boundary.
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- `## Where it fits` names the role and links to `ask-matt`.
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- A prerequisite (workspace, prior setup, tooling) is stated where one exists, and the section is absent where none does.
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- The middle surfaces the leading word.
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- Every link is absolute, and every one resolves.
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---
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"mattpocock-skills": minor
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---
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Bring the **`ask-matt`** router up to date with the full skill set. It now maps five skills it was missing: **`tdd`** (woven into the main flow as the red-green engine `implement` drives), **`diagnosing-bugs`** (a new "Something's broken" on-ramp — there was previously no route for a bug), **`domain-modeling`** and **`codebase-design`** (a new "Vocabulary underneath" section), and **`grilling`** (the shared interview primitive). `prototype` is fleshed out as a standalone and the description broadens from "user-invoked skills" to "the skills". A maintenance rule is added to `CLAUDE.md` so any future skill add/rename/remove or flow change triggers an `ask-matt` re-check, beside the existing docs-page re-sync rule.
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---
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"mattpocock-skills": minor
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---
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Rename the in-progress **`review`** skill to **`code-review`** and promote it from `in-progress/` to the `engineering/` bucket. It now ships in the plugin, is listed in the top-level and Engineering READMEs (Model-invoked), and has a human-facing docs page at `docs/engineering/code-review.md`. The `/implement` skill and docs now point at `/code-review`.
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---
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"mattpocock-skills": minor
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---
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Add a fourth **Task** ticket type to the **`decision-mapping`** skill. Some blockers are neither a decision, a prototype, nor research — just literal manual work that has to happen before the discussion can move forward (moving data, signing up for a third-party service, provisioning access). The agent automates it where it can, otherwise hands the human a precise checklist, and records any resulting facts later tickets depend on.
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---
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"mattpocock-skills": minor
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---
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Add a confirmation gate to **`grilling`**: the agent won't enact the plan until you confirm the shared understanding has been reached, turning the skill's existing "shared understanding" completion criterion into an explicit stop-gate. The `description` also recruits the pretrained **`grill`** leading word ("Grill the user relentlessly") to sharpen invocation, and the docs page is re-synced with the new gate behaviour.
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---
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"mattpocock-skills": minor
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---
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Add two adjacent Steering failure modes to **`writing-great-skills`**, both about how language you think of as "off" still steers the agent. **Negation** — the _elephant_ — is steering by prohibition: naming what _not_ to do drags the forbidden behaviour into context and makes it _more_ available, not less (_don't think of an elephant_), so the cure is to prompt the **positive**. **Negative Space** — the void — is blindness to the steering done by what you leave _out_: every decision a skill declines is delegated to the agent's priors rather than left neutral, so the cure is to read a draft for its silences and decide each omission deliberately (fill it, or leave it open as a real **branch**). Kept as two entries, not one — they carry different diagnostics and different cures — each a full `GLOSSARY.md` entry plus a `SKILL.md` failure-mode bullet, matching how every other failure mode is carried.
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---
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"mattpocock-skills": minor
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---
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Add the **`research`** skill — a small, model-invoked skill that spins up a **background agent** to investigate a question against **primary sources** (official docs, source code, specs, first-party APIs), then leaves a single cited Markdown file wherever the repo keeps such notes. It's delegable reading legwork: you keep working while it reads, and get back a document to grill, plan, or design against. Listed in the top-level and Engineering READMEs (Model-invoked), added to `.claude-plugin/plugin.json`, given a docs page at `docs/engineering/research.md`, and routed as a Standalone in `ask-matt`.
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"mattpocock-skills": patch
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---
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Give the in-progress **`review`** skill an always-on Fowler smell baseline on its Standards axis. A curated ~12 high-signal "Bad Smells in Code" (Mysterious Name, Duplicated Code, Feature Envy, Data Clumps, Primitive Obsession, Repeated Switches, Shotgun Surgery, Divergent Change, Speculative Generality, Message Chains, Middle Man, Refused Bequest) are inlined into `SKILL.md` as a fixed baseline alongside whatever the repo documents — not a new third axis. Two binding rules keep it safe: a documented repo standard overrides the baseline, and every smell is reported as a judgement call, never a hard violation.
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Give the in-progress **`code-review`** skill an always-on Fowler smell baseline on its Standards axis. A curated ~12 high-signal "Bad Smells in Code" (Mysterious Name, Duplicated Code, Feature Envy, Data Clumps, Primitive Obsession, Repeated Switches, Shotgun Surgery, Divergent Change, Speculative Generality, Message Chains, Middle Man, Refused Bequest) are inlined into `SKILL.md` as a fixed baseline alongside whatever the repo documents — not a new third axis. Two binding rules keep it safe: a documented repo standard overrides the baseline, and every smell is reported as a judgement call, never a hard violation.
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---
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"mattpocock-skills": patch
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---
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Reshape the `tdd` skill into reference-only. The red → green → refactor loop is anchored by leading words the model already holds, so the step-by-step Workflow was largely restating the loop and duplicating the horizontal-slicing anti-pattern. Dropped the Workflow and per-cycle checklist; folded their one durable idea — vertical slices / tracer bullets — into the Anti-patterns section and a short Rules-of-the-loop list. Introduced **seam** as the leading word for where tests go, collapsing the old Philosophy "public interfaces" prose and the Planning "confirm interface / behaviors" handshake into one rule: test only at pre-agreed seams, confirmed with the user before any test is written.
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Also dropped the refactor stage — TDD is now red → green, not red → green → refactor. Refactoring belongs to the review stage, not the implementation loop, so the refactor rule and `refactoring.md` were removed (its home is the `review` skill).
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---
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"mattpocock-skills": minor
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---
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Sharpen how the **`to-issues`** skill records structure. The "What to build" template now adds a context pointer to where the **`/prototype`** skill's code lives, rather than inlining a snippet from it. And publishing now prefers the tracker's **native sub-issues** for parent → slice and **native blocking edges** for `Blocked by` where the tracker supports them (mechanics already live in the issue-tracker doc), keeping the `## Parent` / `## Blocked by` body sections as the fallback.
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---
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"mattpocock-skills": minor
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---
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Split the **`to-issues`** skill into a lean **Process** and a **Reference** section, and teach it to handle a **wide refactor** — a single mechanical change (like renaming a column) whose **blast radius** fans across the whole codebase, breaking thousands of call sites at once so no vertical slice can land green. The drafting step now points at two co-located reference blocks: the **Vertical slice rules** for ordinary tracer bullets, and **Wide refactors**, which slices the change by **expand–contract** (expand the new form beside the old, migrate call sites in batches sized by blast radius, then contract the old form away) so CI stays green batch to batch — or, when it can't, only at a final integrate-and-verify issue. The issue body template moves into Reference too.
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---
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"mattpocock-skills": minor
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---
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Change **`wayfinder`**'s claim mechanism from a label to an assignee.
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A session now **claims** a ticket by assigning it to the dev driving the map, rather than setting a `wayfinder:claimed` label. The assignee _is_ the claim — an open, unassigned ticket is unclaimed — which reads more naturally in GitHub's own UI and frees the label vocabulary to `wayfinder:<type>` alone. The *claim* leading word and its "first, before any work" rationale are unchanged; only the physical expression moved.
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---
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"mattpocock-skills": minor
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---
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Make **`wayfinder`** collaborative by moving the map off a local Markdown file and onto the repo's issue tracker.
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The map is now a single `wayfinder:map` issue whose tickets are its child issues — one shared URL the whole team can watch and comment on. Blocking, claiming (`wayfinder:claimed`), and the frontier query all use native tracker semantics, so a session loads the map at low resolution (Notes + one context pointer per closed ticket + Fog prose) and zooms into individual tickets on demand, instead of loading the whole map every time.
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Wayfinder stays tracker-agnostic: the per-tracker mechanics live behind a pointer in `docs/agents/issue-tracker.md`, so `setup-matt-pocock-skills` now seeds a "Wayfinding operations" section for GitHub, GitLab, and local-markdown. Absent that doc, Wayfinder defaults to local-markdown.
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---
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"mattpocock-skills": minor
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---
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Give **`wayfinder`** a first-class notion of **out of scope**, separate from fog.
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Fog and out-of-scope were conflated under one `## Fog` map section, gated by different things: fog by *knowledge* (can't specify it yet — in scope, unripe, graduates as the frontier advances), out-of-scope by *scope* (beyond the destination — never graduates). Cramming both under "Fog" made out-of-scope work read as takeable frontier (an unblocked, unclaimed item is indistinguishable from a live ticket).
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Now the map body has two plainly-named sections — **`## Not yet specified`** and **`## Out of scope`** — and the skill's prose splits to match: the **Fog of war** section teaches only the not-yet-specified bucket and keeps the two-way *fog-or-ticket* sharpness test, while a new **Out of scope** section owns the scope axis (beyond the destination, closed not graduating, returns only as a fresh effort if the destination is redrawn). Charting and working-the-map now rule a beyond-destination ticket out of scope — close it, one line in *Out of scope* — rather than leaving it on the frontier or logging it in *Decisions so far*.
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The **fog of war** leading word is retained: it names the concept and drives the graduate-the-fog behavior in the prose; only the human-facing map headings go to plain language.
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"mattpocock-skills": minor
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---
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Sharpen **`wayfinder`**'s top-level purpose around **destination** as the leading word: wayfinding finds the *way* to a destination, it doesn't charge at building it.
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The opening now states that the destination varies per effort — a spec to hand off and iterate, a decision to lock before planning, or a change made in place like a data-structure migration — and that naming it is the first act of charting, because it shapes every ticket. The map body gains a `## Destination` field that every session orients to before choosing a ticket, and triage's first step now pins the destination before any ticket exists. The stray `goal` mentions in the description and Fog section are unified onto `destination`.
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---
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"mattpocock-skills": patch
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---
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Stop **`wayfinder`** grilling *itself* instead of the human, and classify ticket types by **HITL** / **AFK**.
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Students reported `/wayfinder` picking a **grilling** ticket and answering its own questions rather than turning to the human. Root cause: **`grilling`** carried a line written for the live-human case — "If a question can be answered by exploring the codebase, explore the codebase instead" — which, once `wayfinder` runs grilling inside a resolve-the-ticket frame, reads as license to answer questions autonomously and race the ticket to "resolved".
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Two changes:
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- **`grilling`** now splits *facts* (look them up) from *decisions* (put each one to the human and wait for their answer).
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- **`wayfinder`** labels every ticket type **HITL** (human in the loop — Prototype, Grilling) or **AFK** (agent alone — Research; Task is either). A HITL ticket only resolves through the live exchange, so the "wait for the human" behaviour falls out of the label instead of being spelled out per type — a grilling agent that answers its own questions has, by definition, broken HITL.
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---
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"mattpocock-skills": minor
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---
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Make **`wayfinder`**'s no-duplication contract explicit: the map is an **index**, not a store.
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Adopting "index" as the leading word for the map's role fixes two duplication risks. The map now states up front that a decision lives in exactly one place — its ticket — so it only ever gists and links, never restates the answer (previously this rule was implied inside an HTML comment in the map-body template). And graduating fog into a ticket now clears the graduated patch from the Fog, so a suspected question can't linger in both places at once.
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---
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"mattpocock-skills": patch
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---
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Sharpen Wayfinder's blocking rule to prefer the tracker's native dependency relationship, and update the GitHub and GitLab issue-tracker templates to match.
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Native blocking is essential rather than cosmetic: it renders the frontier visually in the tracker's own UI, so the human sees what's takeable at a glance without opening the map. `wayfinder`'s SKILL.md now states that preference and rationale; the GitHub template spells out the native issue-dependencies recipe (`gh api .../dependencies/blocked_by`, frontier query on `issue_dependencies_summary.blocked_by`), and the GitLab template names the native `/blocked_by` blocking link (Premium/Ultimate) with the body-convention fallback. Both keep the body fallback for trackers that lack native blocking.
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---
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"mattpocock-skills": patch
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---
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Restore **`wayfinder`**'s early exit when the frontier grilling turns up no fog.
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The skill used to have a **Skipping The Decision Map** section: if the opening grilling surfaced no fog of war, there was no map to build, so it offered to skip straight to implementing. That clause was demoted to a parenthetical inside the Handoff section, then deleted as collateral when Handoff was removed — never an intentional cut.
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It's back, co-located in **Chart the map** step 2 (Map the frontier), where the fog/no-fog outcome is actually determined: if breadth-first grilling surfaces no fog — the journey is small enough for one session — you don't need a map, so stop and ask the user how they'd like to proceed. The ask, rather than an auto-skip, is preserved from the original.
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---
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"mattpocock-skills": minor
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---
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Reframe **`wayfinder`**'s description around the work it's for: planning a huge chunk of work, more than one agent session can hold.
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The description does the skill's invocation work, so it now leads with the trigger that actually reaches for Wayfinder — a big effort you need to break down — instead of the softer "chart a route through a foggy problem". The skill body and fog-of-war mechanic are unchanged.
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---
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"mattpocock-skills": minor
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---
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Rename the **`decision-mapping`** skill to **`wayfinder`**, invoked as `/wayfinder`.
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"Decision map" was jargony and inaccurate — only one of the skill's four ticket types (Grilling) is actually a decision. The reframe charts a route through a foggy problem, resolving investigation tickets one at a time until the way to the goal is clear. This makes one coherent leading-word frame (fog of war / frontier / the map) instead of mixing an invented term on top of it.
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Also a pruning pass: unified `node`→`ticket`, bound "the frontier" to the unblocked tickets, dropped the duplicated "one question at a time" (owned by `/grilling`), and trimmed intro no-ops.
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@@ -10,9 +10,12 @@
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"./skills/engineering/tdd",
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"./skills/engineering/to-issues",
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"./skills/engineering/to-prd",
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"./skills/engineering/implement",
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"./skills/engineering/prototype",
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"./skills/engineering/research",
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"./skills/engineering/domain-modeling",
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"./skills/engineering/codebase-design",
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"./skills/engineering/code-review",
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"./skills/productivity/grill-me",
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"./skills/productivity/grilling",
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"./skills/productivity/handoff",
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@@ -2,15 +2,21 @@ Skills are organized into bucket folders under `skills/`:
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- `engineering/` — daily code work
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- `productivity/` — daily non-code workflow tools
|
||||
- `misc/` — kept around but rarely used
|
||||
- `misc/` — kept around but rarely used, not promoted
|
||||
- `personal/` — tied to my own setup, not promoted
|
||||
- `in-progress/` — drafts not yet ready to ship
|
||||
- `deprecated/` — no longer used
|
||||
|
||||
Every skill in `engineering/`, `productivity/`, or `misc/` must have a reference in the top-level `README.md` and an entry in `.claude-plugin/plugin.json`. Skills in `personal/`, `in-progress/`, and `deprecated/` must not appear in either.
|
||||
Every skill in `engineering/` or `productivity/` (the **promoted** buckets) must have a reference in the top-level `README.md` and an entry in `.claude-plugin/plugin.json`. Skills in `misc/`, `personal/`, `in-progress/`, and `deprecated/` must not appear in either.
|
||||
|
||||
Each skill entry in the top-level `README.md` must link the skill name to its `SKILL.md`.
|
||||
|
||||
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`. Bucket `README.md`s and the top-level `README.md` group entries into **User-invoked** and **Model-invoked**.
|
||||
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/`, `personal/`) use a flat list.
|
||||
|
||||
Every `SKILL.md` is either user-invoked (`disable-model-invocation: true`, reachable only by the human) or model-invoked (model- or user-reachable). For the full definitions, description conventions, and why a user-invoked skill can invoke model-invoked skills but never another user-invoked one, see [docs/invocation.md](./docs/invocation.md).
|
||||
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/`, `personal/`, `in-progress/`, `deprecated/`) get **no** docs page.
|
||||
|
||||
Every `SKILL.md` is either user-invoked (`disable-model-invocation: true`, reachable only by the human) or model-invoked (model- or user-reachable). See [.agents/invocation.md](./.agents/invocation.md).
|
||||
|
||||
[`ask-matt`](./skills/engineering/ask-matt/SKILL.md) is the router that maps every user-reachable skill and how they relate. The same trigger that re-syncs a docs page applies to it: whenever you add, rename, remove, or change how a user-reachable skill fits the flows, re-read `ask-matt`'s `SKILL.md` and update it so the map stays accurate — a new skill it never mentions, or a stale one it still routes to, is a router that lies.
|
||||
|
||||
To (re)link every skill into the local harness skill directories (`~/.claude/skills`, `~/.agents/skills`), run `scripts/link-skills.sh`. Each entry is a symlink into this repo, so a `git pull` keeps installed skills current; re-run the script after adding, removing, or renaming a skill.
|
||||
|
||||
@@ -161,9 +161,11 @@ Skills I use daily for code work.
|
||||
|
||||
- **[prototype](./skills/engineering/prototype/SKILL.md)** — Build a throwaway prototype to answer a design question — a runnable terminal app for state/logic questions, or several radically different UI variations toggleable from one route.
|
||||
- **[diagnosing-bugs](./skills/engineering/diagnosing-bugs/SKILL.md)** — Disciplined diagnosis loop for hard bugs and performance regressions: reproduce → minimise → hypothesise → instrument → fix → regression-test.
|
||||
- **[research](./skills/engineering/research/SKILL.md)** — Investigate a question against high-trust primary sources and capture the findings as a cited Markdown file in the repo, run as a background agent.
|
||||
- **[tdd](./skills/engineering/tdd/SKILL.md)** — Test-driven development with a red-green-refactor loop. Builds features or fixes bugs one vertical slice at a time.
|
||||
- **[domain-modeling](./skills/engineering/domain-modeling/SKILL.md)** — Actively build and sharpen a project's domain model — challenge terms against the glossary, stress-test with edge-case scenarios, and update `CONTEXT.md` and ADRs inline.
|
||||
- **[codebase-design](./skills/engineering/codebase-design/SKILL.md)** — Shared discipline and vocabulary for designing deep modules: a lot of behaviour behind a small interface, placed at a clean seam, testable through that interface.
|
||||
- **[code-review](./skills/engineering/code-review/SKILL.md)** — Two-axis review of the diff since a fixed point: **Standards** (does it follow the repo's coding standards, plus a Fowler smell baseline?) and **Spec** (does it faithfully implement the originating issue/PRD?), run as parallel sub-agents so neither pollutes the other.
|
||||
|
||||
### Productivity
|
||||
|
||||
@@ -179,12 +181,3 @@ General workflow tools, not code-specific.
|
||||
**Model-invoked**
|
||||
|
||||
- **[grilling](./skills/productivity/grilling/SKILL.md)** — Interview the user relentlessly about a plan or design until every branch of the decision tree is resolved. The reusable loop behind `grill-me` and `grill-with-docs`.
|
||||
|
||||
### Misc
|
||||
|
||||
Tools I keep around but rarely use.
|
||||
|
||||
- **[git-guardrails-claude-code](./skills/misc/git-guardrails-claude-code/SKILL.md)** — Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, etc.) before they execute.
|
||||
- **[migrate-to-shoehorn](./skills/misc/migrate-to-shoehorn/SKILL.md)** — Migrate test files from `as` type assertions to @total-typescript/shoehorn.
|
||||
- **[scaffold-exercises](./skills/misc/scaffold-exercises/SKILL.md)** — Create exercise directory structures with sections, problems, solutions, and explainers.
|
||||
- **[setup-pre-commit](./skills/misc/setup-pre-commit/SKILL.md)** — Set up Husky pre-commit hooks with lint-staged, Prettier, type checking, and tests.
|
||||
|
||||
@@ -0,0 +1,31 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=ask-matt
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update ask-matt
|
||||
```
|
||||
|
||||
[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.
|
||||
|
||||
It **does no work itself**. It doesn't grill, write a PRD, or fix anything — it only orients. It exists for the **user-invoked** skills above all: nothing fires those for you, so *you* have to remember they exist, and `ask-matt` is the memory you offload that to. It also points at the model-invoked skills you'd reach for by name — `/tdd`, `/diagnosing-bugs`, `/prototype`, `/code-review`, and the two vocabulary references, `/domain-modeling` and `/codebase-design`. It answers "which one, and when", then hands you off to the skill that actually does the job.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
You invoke this by typing `/ask-matt` — the agent won't reach for it on its own.
|
||||
|
||||
Reach for it whenever you're unsure which skill or flow a situation calls for: you have an idea and don't know where to start, a pile of bug reports and don't know if they're for `/triage`, or two skills that look interchangeable and you can't tell them apart. If you already know the skill you want, skip the router and invoke it directly.
|
||||
|
||||
## Flows, not just skills
|
||||
|
||||
The idea `ask-matt` gives you to think with is the **flow** — a path *through* the skills rather than a single one. Most work runs along one **main flow** (idea → ship: grill → PRD → issues → implement → review), two **on-ramps** merge onto it (a triage lane for incoming bugs and requests; a codebase-health lane that generates ideas), and everything else is a **standalone** you reach for on its own. Ask a question and you get placed on the right flow, at the right step — not just handed a tool.
|
||||
|
||||
## 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.
|
||||
@@ -0,0 +1,47 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=code-review
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update code-review
|
||||
```
|
||||
|
||||
[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 PRD 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.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
Type `/code-review`, or the agent reaches for it automatically when you ask to review a branch, a PR, work-in-progress changes, or anything "since X".
|
||||
|
||||
Reach for this when there is a diff to judge against a known-good point and you want the two questions — *is it built right?* and *is it the right thing?* — answered independently. It runs at the end of the build loop; for actually writing the code test-first, use [tdd](https://aihero.dev/skills-tdd), and for building a whole spec into code use [implement](https://aihero.dev/skills-implement), which runs its own `/code-review` pass before committing.
|
||||
|
||||
## Prerequisites
|
||||
|
||||
The **Spec** axis needs somewhere to find the originating spec — an issue reference in the commit messages, a path you pass in, or a PRD under `docs/`/`specs/`. That issue-tracker wiring comes from [setup-matt-pocock-skills](https://aihero.dev/skills-setup-matt-pocock-skills); without a spec the Spec axis simply skips and says so. The **Standards** axis needs nothing set up — it always carries a built-in Fowler smell baseline even in a repo that documents no conventions.
|
||||
|
||||
## Two axes, never merged
|
||||
|
||||
The defining idea is the **two axes**. **Standards** asks whether the diff conforms to how this repo writes code — its `CODING_STANDARDS.md` or `CONTRIBUTING.md`, plus a fixed baseline of ~12 Fowler code smells (Mysterious Name, Duplicated Code, Feature Envy, Data Clumps, …). Two rules keep the baseline safe: a documented repo standard always overrides it, and every smell is a judgement call, never a hard violation. **Spec** asks the orthogonal question — does the code do what the issue or PRD actually asked, without missing requirements or smuggling in scope creep?
|
||||
|
||||
They run as parallel sub-agents so neither pollutes the other's context, and the final report presents them under separate `## Standards` and `## Spec` headings with a per-axis summary. There is deliberately no single winner across axes.
|
||||
|
||||
## It's working if
|
||||
|
||||
- It pins and confirms the fixed point first (`git rev-parse`), failing fast on a bad ref or empty diff rather than inside the sub-agents.
|
||||
- Standards and Spec findings arrive in two distinct blocks, each citing its source — a repo standard or baseline smell for one, a quoted spec line for the other.
|
||||
- When no spec can be found, the Spec axis reports "no spec available" instead of inventing requirements.
|
||||
|
||||
## Where it fits
|
||||
|
||||
`code-review` is the review step at the tail of the main build chain:
|
||||
|
||||
```txt
|
||||
grill-with-docs → to-prd → to-issues → implement → code-review
|
||||
```
|
||||
|
||||
Its closest neighbour is [implement](https://aihero.dev/skills-implement), which drives the build and calls this as its own review pass before committing; upstream, the spec it checks against is produced by [to-prd](https://aihero.dev/skills-to-prd) and [to-issues](https://aihero.dev/skills-to-issues). When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,43 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=codebase-design
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update codebase-design
|
||||
```
|
||||
|
||||
[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.
|
||||
|
||||
It is a **language, not a procedure**. It doesn't restructure your code or hand you a refactor plan — it fixes the words (module, interface, depth, seam, adapter, leverage, locality) so that every design conversation and every other skill that touches design speaks the same way. Consistent language is the whole point; "component," "service," "API," and "boundary" are deliberately banned because they blur the distinctions that matter.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
Type `/codebase-design`, or the agent reaches for it automatically when a task fits.
|
||||
|
||||
Reach for it when you're designing or improving a module's interface, hunting for deepening opportunities, deciding where a seam goes, or making code more testable and AI-navigable. Other skills pull it in whenever they need the deep-module vocabulary. If you want to sharpen the project's *domain* terms rather than its module design, use [domain-modeling](https://aihero.dev/skills-domain-modeling) instead; to run a whole architecture pass over an existing codebase, use [improve-codebase-architecture](https://aihero.dev/skills-improve-codebase-architecture).
|
||||
|
||||
## Deep, not shallow
|
||||
|
||||
A module is **deep** when a large amount of behaviour sits behind a small interface, and **shallow** when the interface is nearly as complex as the implementation. Depth is measured as **leverage** — how much a caller (or a test) can exercise per unit of interface they have to learn. Crucially, depth is a property of the *interface*, not the implementation: a deep module can be internally composed of small, swappable parts that just never surface to callers.
|
||||
|
||||
Two checks do most of the work. The **deletion test**: imagine deleting the module — if complexity vanishes, it was a pass-through; if it reappears across N callers, it was earning its keep. And **one adapter means a hypothetical seam; two adapters means a real one** — don't cut a seam until something actually varies across it.
|
||||
|
||||
## The interface is the test surface
|
||||
|
||||
Callers and tests cross the same seam, so a well-placed interface gives tests something durable to aim at while the code underneath moves freely. That's why the vocabulary insists on **seam** (Feathers' term — a place you can change behaviour without editing there) over the overloaded "boundary," and why "interface" here means *every fact a caller must know*: signatures, yes, but also invariants, ordering, error modes, and performance — not just the type-level surface.
|
||||
|
||||
## Pulled out on purpose
|
||||
|
||||
`codebase-design` is the **single source of truth** for the deep-module vocabulary, split out as its own model-invoked skill so anything can reach it. Other skills point at it rather than restating the words: [tdd](https://aihero.dev/skills-tdd) borrows it to place a seam before writing the test, [improve-codebase-architecture](https://aihero.dev/skills-improve-codebase-architecture) leans on it while restructuring existing code, and [to-prd](https://aihero.dev/skills-to-prd) speaks it when it sketches seams and deepening opportunities before writing a spec.
|
||||
|
||||
The point of keeping it standalone is that you can also reach for it on its own — as a **reference** for how to think about module design — without triggering the larger process any of those skills mandate. Fix the words once, in one place, and every design conversation inherits them.
|
||||
|
||||
## Where it fits
|
||||
|
||||
`codebase-design` is a **reach-for-it-anytime standalone** — the shared vocabulary layer under the engineering skills. Its closest neighbour is [domain-modeling](https://aihero.dev/skills-domain-modeling), the parallel vocabulary skill for the problem domain rather than the module structure. When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,40 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=diagnosing-bugs
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update diagnosing-bugs
|
||||
```
|
||||
|
||||
[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.
|
||||
|
||||
It refuses to hypothesise before you have a **tight feedback loop** — one runnable command that already goes red on *this* bug. Reading code to build a theory before that command exists is the exact failure this skill prevents. No red-capable loop, no diagnosis.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
Type `/diagnosing-bugs`, or the agent reaches for it automatically when a task fits — it fires on "diagnose" / "debug this", or when you report something broken, throwing, failing, or slow.
|
||||
|
||||
Reach for it on the hard ones: the bug that resists a first glance, the intermittent flake, the regression that crept in between two known-good states. For a quick throwaway to sanity-check a design question rather than chase a defect, use [prototype](https://aihero.dev/skills-prototype) instead.
|
||||
|
||||
## The tight loop is the skill
|
||||
|
||||
Everything else — bisection, hypothesis-testing, instrumentation — is mechanical once you have the signal. So the skill spends disproportionate effort on Phase 1: constructing a pass/fail command that drives the actual bug code path and asserts the user's exact symptom, then **tightening** it until it is fast, deterministic, and agent-runnable. A 30-second flaky loop is barely better than none; a 2-second deterministic one is a debugging superpower.
|
||||
|
||||
It gives you a ladder of ways to build that loop — failing test, curl script, CLI diff, headless browser, replayed trace, throwaway harness, fuzz loop, `git bisect run`, differential run — and, only as a last resort, a human-in-the-loop bash script. For non-deterministic bugs the goal isn't a clean repro but a **higher reproduction rate**: loop the trigger, parallelise, add stress until the flake is debuggable.
|
||||
|
||||
## It's working if
|
||||
|
||||
- It builds and runs a repro command *before* theorising — and pastes the invocation and its red output.
|
||||
- The loop asserts the symptom you actually reported, not a nearby failure.
|
||||
- Hypotheses arrive as a ranked, falsifiable list shown to you before any are tested.
|
||||
- Debug instrumentation is tagged (`[DEBUG-...]`) and grepped away before it declares done.
|
||||
|
||||
## Where it fits
|
||||
|
||||
`diagnosing-bugs` is a reach-for-it-anytime standalone — you drop into it the moment something is broken, and drop out once the fix and its regression test are in. Its post-mortem hands off to [improve-codebase-architecture](https://aihero.dev/skills-improve-codebase-architecture) when the real finding is that there's no good seam to lock the bug down — the code, not the bug, is the problem. When you're unsure which skill fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,46 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=domain-modeling
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update domain-modeling
|
||||
```
|
||||
|
||||
[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.
|
||||
|
||||
This is the **active** discipline, not the passive one. Merely reading `CONTEXT.md` to borrow its vocabulary is a one-line habit any skill can do; this skill is for when you are *changing* the model — coining a canonical term, catching a contradiction between the code and what you just said, recording a hard-to-reverse decision. And it keeps the glossary clean: `CONTEXT.md` is a glossary and nothing else — no implementation details, no spec, no scratch pad.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
Type `/domain-modeling`, or the agent reaches for it automatically when a task fits — when you are pinning down terminology, resolving an overloaded word, or recording an architectural decision.
|
||||
|
||||
Reach for it when the *words* are the problem: two people mean different things by "cancellation", "account" is doing three jobs, or a design conversation keeps snagging on a concept that has never been named precisely. If instead the module's *shape* is the problem — where the seam goes, how deep the interface is — use [codebase-design](https://aihero.dev/skills-codebase-design). If you want the plan itself interrogated before you build, use [grilling](https://aihero.dev/skills-grilling).
|
||||
|
||||
## Prerequisites
|
||||
|
||||
The skill writes into two places, both created lazily — only once there is something to record. Resolved terms go into `CONTEXT.md` at the root (or, in a multi-context repo flagged by a `CONTEXT-MAP.md`, into the per-context `CONTEXT.md`). Decisions go into `docs/adr/`. Nothing needs to exist up front; the first resolved term creates the glossary, the first real trade-off creates the ADR.
|
||||
|
||||
## Glossary vs. ADR
|
||||
|
||||
Two artifacts, two different bars:
|
||||
|
||||
- **The glossary** (`CONTEXT.md`) captures language. Every time a vague term is made canonical, it's written down inline — not batched — so the shared vocabulary stays current with the conversation. It stays ruthlessly free of implementation detail.
|
||||
- **An ADR** captures a decision, and the bar is high: offered only when the choice is **hard to reverse**, **surprising without context**, and **the result of a real trade-off**. Miss any one of the three and there is no ADR. This is what keeps `docs/adr/` a record of consequential forks rather than a diary.
|
||||
|
||||
The move that makes it click: when you state how something works, the skill cross-references the code and surfaces the contradiction — "your code cancels entire Orders, but you just said partial cancellation is possible — which is right?" The language and the code are forced to agree.
|
||||
|
||||
## Pulled out on purpose
|
||||
|
||||
`domain-modeling` is the **single source of truth** for building the project's ubiquitous language, split out as its own model-invoked skill so any other skill can reach it. [grill-with-docs](https://aihero.dev/skills-grill-with-docs) leans on it to record terms and decisions as a grilling session runs, [triage](https://aihero.dev/skills-triage) uses it to keep tickets in the project's own words, and [improve-codebase-architecture](https://aihero.dev/skills-improve-codebase-architecture) reaches for it while it works.
|
||||
|
||||
Keeping it standalone means you can also reach for it directly — as a **reference** for how to sharpen a model — without committing to the steps any of those skills mandate. The language lives in one place, and everything that needs it points there.
|
||||
|
||||
## Where it fits
|
||||
|
||||
`domain-modeling` is a **reach-for-it-anytime standalone** that runs *underneath* other skills as often as at a fixed step. Its closest neighbour is [codebase-design](https://aihero.dev/skills-codebase-design), because a shared language is what lets you name a deep module and its seam precisely; downstream, a settled glossary is exactly what [to-prd](https://aihero.dev/skills-to-prd) synthesises into a spec written in the project's own words. When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,50 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=grill-with-docs
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update grill-with-docs
|
||||
```
|
||||
|
||||
[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, one question at a time, until you and the agent reach a shared understanding — and it writes the vocabulary and decisions down as you go.
|
||||
|
||||
The grilling **leaves a paper trail**. A plain interview sharpens your thinking and then evaporates when the session ends; this one captures each term the moment it's resolved into a `CONTEXT.md` glossary, and records the hard, one-way decisions as ADRs. The alignment survives the conversation instead of living only in your head.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
You invoke this by typing `/grill-with-docs` — the agent won't reach for it on its own.
|
||||
|
||||
Reach for it at the very start of a change, when the plan is still fuzzy and the domain language isn't settled, and you want to stress-test both before any code exists. If you only want the interview and don't need the artifacts, use [grilling](https://aihero.dev/skills-grilling); if the plan is already clear and you just need to pin down or record terminology, use [domain-modeling](https://aihero.dev/skills-domain-modeling).
|
||||
|
||||
## Prerequisites
|
||||
|
||||
This skill is stateful — it writes into your repo as it grills. Resolved terms land in a `CONTEXT.md` glossary at the root (or the relevant context's `CONTEXT.md` if a `CONTEXT-MAP.md` marks a multi-context repo), and genuinely hard-to-reverse decisions land as ADRs under `docs/adr/`. Both are created lazily — nothing exists until the first term or decision crystallises — so you don't need to scaffold anything up front, but you do need to be somewhere it's safe to write these files.
|
||||
|
||||
## The grill
|
||||
|
||||
The engine is a **grill**: a relentless, one-question-at-a-time walk down the design tree, resolving dependencies between decisions before moving on, with a recommended answer offered for every question. Questions the codebase can answer are answered by reading the codebase, not by asking you.
|
||||
|
||||
What makes this variant its own skill is where the answers go. As the grill runs, fuzzy language gets sharpened into canonical terms and written to the glossary inline — not batched at the end. The glossary stays a glossary: pure vocabulary, no implementation details, no spec. ADRs are offered sparingly, only when a decision is hard to reverse, surprising without context, and the result of a real trade-off. Most sessions produce a sharper glossary and few or no ADRs, and that's the intended shape.
|
||||
|
||||
## It's working if
|
||||
|
||||
- It asks one question at a time and waits, rather than dumping a questionnaire.
|
||||
- Terms get written to `CONTEXT.md` the moment they resolve, in your project's own words.
|
||||
- It reaches into the codebase to answer its own questions where it can.
|
||||
- ADRs stay rare — you're not asked to rubber-stamp reversible choices.
|
||||
|
||||
## Where it fits
|
||||
|
||||
`grill-with-docs` is the opening step of the main build chain:
|
||||
|
||||
```txt
|
||||
grill-with-docs → to-prd → to-issues → implement → code-review
|
||||
```
|
||||
|
||||
It comes first, before anything is written down as a spec: it produces the shared understanding and settled vocabulary that [to-prd](https://aihero.dev/skills-to-prd) then synthesises into a PRD without re-interviewing you. Its close neighbours are [grilling](https://aihero.dev/skills-grilling), the same interview without the docs, and [domain-modeling](https://aihero.dev/skills-domain-modeling), the glossary-and-ADR discipline it drives. When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,39 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=implement
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update implement
|
||||
```
|
||||
|
||||
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/implement)
|
||||
|
||||
## What it does
|
||||
|
||||
`implement` builds the work described in a PRD or a set of issues — driving it through test-driven development, typechecking, and the full test suite, then handing off to review and committing to the current branch.
|
||||
|
||||
It does **not** decide what to build. The spec is already settled and the seams are already agreed; `implement` executes that plan rather than reopening it. It is the hands, not the head — the thinking happened upstream.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
You invoke this by typing `/implement` — the agent won't reach for it on its own.
|
||||
|
||||
Reach for it once the work is written down as a PRD or split into issues and you're ready to turn that into code. If the spec doesn't exist yet, write it first — for that, use [to-prd](https://aihero.dev/skills-to-prd), or [to-issues](https://aihero.dev/skills-to-issues) to break a PRD into tickets. If you just want to build something test-first without a full spec, drop to [tdd](https://aihero.dev/skills-tdd) directly.
|
||||
|
||||
## Pre-agreed seams
|
||||
|
||||
The idea `implement` runs on is the **seam** — the stable interface a feature is tested at, chosen before any code is written. It doesn't invent seams mid-build; it uses the ones already picked (during [to-prd](https://aihero.dev/skills-to-prd)) and writes tests against them via [tdd](https://aihero.dev/skills-tdd). Working at pre-agreed seams is what keeps the implementation honest: the tests target something durable, so the code underneath can move without the tests moving.
|
||||
|
||||
Around that core it keeps the loop tight — typecheck often, run single test files as it goes, run the whole suite once at the end — then closes out with a review pass and a commit to the current branch.
|
||||
|
||||
## Where it fits
|
||||
|
||||
`implement` is the build step near the end of the main chain, just before the review:
|
||||
|
||||
```txt
|
||||
grill-with-docs → to-prd → to-issues → implement → code-review
|
||||
```
|
||||
|
||||
Reach for it after the work has been specced and sequenced, not before. Its key neighbours are [to-issues](https://aihero.dev/skills-to-issues), which produces the independently-grabbable tickets it works through, and [tdd](https://aihero.dev/skills-tdd), which it drives internally to write the tests at each seam before running its own [code-review](https://aihero.dev/skills-code-review) pass and committing. When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,39 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=improve-codebase-architecture
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update improve-codebase-architecture
|
||||
```
|
||||
|
||||
[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.
|
||||
|
||||
It does **not** hand you a flat list of refactors. Every candidate has to pass the **deletion test** — would removing this module *concentrate* complexity behind a smaller interface, or just move it around? Only the "concentrates" cases earn a card. That filter is what stops the report from becoming generic cleanup advice.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
You invoke this by typing `/improve-codebase-architecture` — the agent won't reach for it on its own.
|
||||
|
||||
Reach for it as a periodic health check: every few days, or whenever a codebase has started to feel like it takes too much bouncing between small modules to understand one concept. It reads the existing architecture and proposes where to deepen it. If you already know the module you want to redesign and just need the vocabulary to think it through, use [codebase-design](https://aihero.dev/skills-codebase-design) instead — this skill is the survey that finds the candidates; that one is the design bench.
|
||||
|
||||
## Deepening opportunities
|
||||
|
||||
The whole skill turns on one idea: **depth**. A deep module hides a lot of functionality behind a small, stable interface; a shallow one leaks its implementation through an interface almost as wide as the code beneath it. The report hunts for shallowness — pure functions extracted only for testability while the real bugs hide in how they're called (no **locality**), modules that leak across their **seams**, concepts you can't understand without opening five files — and proposes the deepening that would fix it.
|
||||
|
||||
It speaks in the shared design vocabulary (**module**, **interface**, **depth**, **seam**, **adapter**, **leverage**, **locality**) and in your project's own domain language from `CONTEXT.md`, so a candidate reads as "deepen the Order intake module," never "refactor the FooBarHandler."
|
||||
|
||||
## The report, then the grill
|
||||
|
||||
The output is a browser-ready HTML file written to your OS temp directory — nothing lands in the repo. Each candidate is a card with the files involved, the friction, a plain-English solution, the benefit in terms of locality and leverage, a before/after diagram, and a `Strong` / `Worth exploring` / `Speculative` badge. It closes with the one it would tackle first.
|
||||
|
||||
Then it stops and asks which one you want to explore. Pick one and it runs the [grilling](https://aihero.dev/skills-grilling) loop over that design — constraints, what sits behind the seam, which tests survive — updating the domain model inline as decisions crystallise.
|
||||
|
||||
## Where it fits
|
||||
|
||||
`improve-codebase-architecture` is **periodic maintenance** — run it every few days, not as a step in a chain. Its neighbours are [codebase-design](https://aihero.dev/skills-codebase-design), which owns the depth-and-seam vocabulary every candidate is written in, [grilling](https://aihero.dev/skills-grilling), which walks the design tree once you've chosen a candidate, and [domain-modeling](https://aihero.dev/skills-domain-modeling), which keeps `CONTEXT.md` and the ADRs current as the redesign settles. When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,40 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=prototype
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update prototype
|
||||
```
|
||||
|
||||
[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.
|
||||
|
||||
The code is **throwaway from day one**, and marked as such. It carries no tests, no error handling beyond what makes it run, no abstractions, and no persistence. The point is to learn something fast and then delete it — so the moment you start hardening it, you've stopped prototyping.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
Type `/prototype`, or the agent reaches for it automatically when a task fits.
|
||||
|
||||
Reach for it when you have a design question that's hard to settle on paper — a state machine with cases you can't hold in your head, or a screen you can't picture until you see a few versions side by side. If instead something already built is misbehaving and you need to find out why, use [diagnosing-bugs](https://aihero.dev/skills-diagnosing-bugs); prototyping explores what to build, not why the built thing is broken.
|
||||
|
||||
## Two branches
|
||||
|
||||
The question decides the shape, and there are two shapes:
|
||||
|
||||
- **"Does this logic / state model feel right?"** — a tiny interactive terminal app that pushes the state machine through the awkward cases, printing the full state after every action so you can watch what changes.
|
||||
- **"What should this look like?"** — several radically different UI variations on one route, switchable from a floating bar, so you compare real renders instead of imagining them.
|
||||
|
||||
Picking the wrong branch wastes the whole prototype, so the question comes first. Both branches keep state in memory, run from one command, and surface the full state on every step.
|
||||
|
||||
## The answer is the artifact
|
||||
|
||||
The code is disposable; the **answer** is the only thing worth keeping. When the prototype has settled its question, capture the verdict somewhere durable — a commit message, an ADR, an issue, or a `NOTES.md` next to it — alongside the question it answered, then delete or absorb the code. A prototype left rotting in the repo has outlived its purpose.
|
||||
|
||||
## Where it fits
|
||||
|
||||
`prototype` is a reach-for-it-anytime standalone: you drop into it to resolve a design question, then drop back out. Its answer often feeds the next step — a validated state model or UI direction becomes settled input for [to-prd](https://aihero.dev/skills-to-prd) to write up, or an architectural decision worth recording via [domain-modeling](https://aihero.dev/skills-domain-modeling). When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,29 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=research
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update research
|
||||
```
|
||||
|
||||
[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.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
Type `/research`, or the agent reaches for it automatically when a task turns into reading legwork.
|
||||
|
||||
Reach for it when the next step is *finding something out* — how an API behaves, what a spec actually says, whether a claim holds — and you'd rather not stall your own thread doing the reading. For sharpening a plan by interview instead of by reading, use [grilling](https://aihero.dev/skills-grilling); for exploring what to build with throwaway code, use [prototype](https://aihero.dev/skills-prototype).
|
||||
|
||||
## Delegated legwork
|
||||
|
||||
The defining move is that the reading runs as a **background agent**. You keep working; it goes off, follows each claim back to its primary source, and drops a single cited Markdown file into wherever the repo keeps such notes. Research is legwork you delegate, not thinking you outsource — you get back a document to react to, with its sources attached.
|
||||
|
||||
## Where it fits
|
||||
|
||||
A reach-for-it-anytime standalone that feeds the thinking skills: the file it produces is something to grill, plan, or design against, so it sits upstream of work like [grilling](https://aihero.dev/skills-grilling) and [to-prd](https://aihero.dev/skills-to-prd) rather than in the build chain. For the whole map, see [ask-matt](https://aihero.dev/skills-ask-matt).
|
||||
@@ -0,0 +1,40 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=resolving-merge-conflicts
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update resolving-merge-conflicts
|
||||
```
|
||||
|
||||
[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.
|
||||
|
||||
It resolves by **intent**, not by text. Before touching a hunk it traces each side back to its **primary source** — the commit message, the PR, the original issue — to understand why the change was made, then preserves both intents where they're compatible. It never invents new behaviour to paper over a clash, and it never reaches for `--abort`: the merge always gets finished.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
Type `/resolving-merge-conflicts`, or the agent reaches for it automatically when a task fits.
|
||||
|
||||
Reach for this when you're mid-merge or mid-rebase and git has stopped on conflicts it can't resolve itself. It's for the conflict in front of you — not for planning the merge or for debugging behaviour that broke afterwards. If the merge is done but something's now failing for reasons you can't see, use [diagnosing-bugs](https://aihero.dev/skills-diagnosing-bugs) instead.
|
||||
|
||||
## Resolving by intent
|
||||
|
||||
The trap in a conflict is treating it as a text problem — picking "ours" or "theirs" to make the markers go away. This skill treats it as an **intent** problem. Each side of a hunk exists because someone wanted something; the resolution has to honour both wants where it can, and where they're genuinely incompatible, pick the one that matches the merge's stated goal and note the trade-off out loud.
|
||||
|
||||
That's why the primary sources matter. You can't preserve an intent you haven't read, so the work starts in the history — commits, PRs, tickets — not in the diff.
|
||||
|
||||
## It's working if
|
||||
|
||||
- Each resolved hunk keeps both sides' behaviour, or names the trade-off where it couldn't.
|
||||
- No new behaviour appears that wasn't on either branch.
|
||||
- The project's own checks — typecheck, tests, format — are found and run green before the commit.
|
||||
- The merge or rebase is carried all the way to a finished commit, never aborted.
|
||||
|
||||
## Where it fits
|
||||
|
||||
A reach-for-it-anytime standalone: you invoke it at the moment a merge or rebase stalls, and it hands you back a clean, committed tree. Its natural neighbour is [diagnosing-bugs](https://aihero.dev/skills-diagnosing-bugs), because a merge that resolves cleanly but misbehaves afterwards is a diagnosis problem, not a conflict one. When you're unsure which skill fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,43 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=setup-matt-pocock-skills
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update setup-matt-pocock-skills
|
||||
```
|
||||
|
||||
[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.
|
||||
|
||||
It writes config, it does not hard-code behaviour. The engineering chain assumes three files under `docs/agents/` exist; this skill is the one-time bootstrap that produces them, discovered from your actual repo (`git remote`, existing labels, existing `CONTEXT.md`) and confirmed with you rather than guessed. It is prompt-driven — explore, present what it found, confirm, then write — not a deterministic scaffold.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
You invoke this by typing `/setup-matt-pocock-skills` — the agent won't reach for it on its own.
|
||||
|
||||
Reach for it **once per repo, before the first use of any other engineering skill**. If [triage](https://aihero.dev/skills-triage), [to-prd](https://aihero.dev/skills-to-prd), or [to-issues](https://aihero.dev/skills-to-issues) start guessing where your issues live or applying labels that don't exist, they haven't been set up here yet. Re-run it only to switch issue trackers or start over — day-to-day tweaks are just edits to `docs/agents/*.md`.
|
||||
|
||||
## The three decisions
|
||||
|
||||
It walks you through three choices, one at a time, each with a plain-language explainer (it assumes you don't already know the terms):
|
||||
|
||||
- **Issue tracker** — where work is tracked, so `triage`/`to-prd`/`to-issues` know whether to call `gh`, `glab`, write markdown under `.scratch/`, or follow a workflow you describe. GitHub, GitLab, local markdown, or other.
|
||||
- **Triage labels** — the strings behind the five canonical roles (`needs-triage`, `needs-info`, `ready-for-agent`, `ready-for-human`, `wontfix`), mapped to labels you've actually configured so `triage` applies real ones instead of creating duplicates.
|
||||
- **Domain docs** — whether the repo has one `CONTEXT.md` or a multi-context map, so skills that read domain language look in the right place.
|
||||
|
||||
The output is three files — `docs/agents/issue-tracker.md`, `docs/agents/triage-labels.md`, `docs/agents/domain.md` — plus an `## Agent skills` block pointing to them in whichever of `CLAUDE.md` / `AGENTS.md` the repo already uses. Those files are the shared substrate the rest of the toolkit stands on.
|
||||
|
||||
## It's working if
|
||||
|
||||
- Three files land under `docs/agents/`, and an `## Agent skills` section appears in your `CLAUDE.md` or `AGENTS.md`.
|
||||
- The tracker it proposes matches your real `git remote`, and the labels match strings that already exist in your repo.
|
||||
- Afterwards, `triage` and `to-issues` act on the right place with the right labels instead of asking or guessing.
|
||||
|
||||
## Where it fits
|
||||
|
||||
`setup-matt-pocock-skills` is a **run-once setup** — the foundation the whole engineering set stands on, not a step you repeat. Its neighbours are the skills that read what it writes: [triage](https://aihero.dev/skills-triage), because it applies the label vocabulary configured here, and [to-prd](https://aihero.dev/skills-to-prd) / [to-issues](https://aihero.dev/skills-to-issues), because they publish into the issue tracker configured here. Run it first; everything downstream assumes it has. When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,47 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=tdd
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update tdd
|
||||
```
|
||||
|
||||
[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.
|
||||
|
||||
It will **not** write all the tests up front. Batching the tests first ("horizontal slicing") produces tests of _imagined_ behaviour — they check the shape of things and go numb to real changes. `tdd` instead takes vertical slices: one test, then just enough code to pass it, then the next test, each cycle informed by what the last one taught you. Tests target public interfaces only, so the implementation underneath can change without the tests moving.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
Type `/tdd`, or the agent reaches for it automatically when a task fits — building a feature or fixing a bug test-first, or when you say "red-green-refactor".
|
||||
|
||||
Reach for it when there's a concrete behaviour to build and you want tests that survive a refactor. If the behaviour isn't pinned down yet, settle the spec first — for that, use [to-prd](https://aihero.dev/skills-to-prd). When the work is really about the shape of the interface rather than the tests, use [codebase-design](https://aihero.dev/skills-codebase-design); `tdd` calls into it for the deep-module vocabulary during planning.
|
||||
|
||||
## Red-green, one slice at a time
|
||||
|
||||
The leading idea is the **red-green loop**: write one failing test (red), add just enough code to pass it (green), then repeat for the next behaviour — each cycle informed by what the last one taught you. The very first cycle is a **tracer bullet**: one test that proves a single path works end-to-end, before you build outward from it. Because you just wrote the code, you know exactly which behaviour matters and how to verify it — you never outrun your headlights by committing to test structure you don't yet understand.
|
||||
|
||||
Two rules keep the tests honest. A good test reads like a specification ("user can checkout with valid cart") and exercises real code paths through the public API, so renaming an internal function never breaks it. And expected values come from an independent source of truth — a known-good literal, a worked example, the spec — never recomputed the way the code computes them, which is how a **tautological** test passes by construction and tells you nothing.
|
||||
|
||||
Refactoring only happens once the suite is green; never while red.
|
||||
|
||||
## It's working if
|
||||
|
||||
- It writes one test, gets it passing, and only then writes the next — not a batch of tests followed by a batch of code.
|
||||
- The tests name behaviours, not internals, and would survive an internal rename.
|
||||
- Expected values are literals from the spec, not figures derived the same way the code derives them.
|
||||
|
||||
## Where it fits
|
||||
|
||||
`tdd` is the red-green loop the main build chain runs to write code:
|
||||
|
||||
```txt
|
||||
grill-with-docs → to-prd → to-issues → implement → code-review
|
||||
```
|
||||
|
||||
[implement](https://aihero.dev/skills-implement) is the chain's build step, and it drives `tdd` internally to build each ticket test-first before handing off to [code-review](https://aihero.dev/skills-code-review) — so `tdd` is the engine inside that step rather than a step of its own. You can also reach for it directly, whenever there's a concrete behaviour to build without a full spec. Its other neighbour is [codebase-design](https://aihero.dev/skills-codebase-design), which it leans on to find deep-module seams worth testing at. When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,47 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=to-issues
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update to-issues
|
||||
```
|
||||
|
||||
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/to-issues)
|
||||
|
||||
## What it does
|
||||
|
||||
`to-issues` breaks a plan, spec, or PRD into a set of independently-grabbable issues and publishes them to your project's issue tracker, in dependency order.
|
||||
|
||||
Every issue is a **tracer bullet** — a thin *vertical* slice that cuts through all integration layers end-to-end (schema, API, UI, tests), never a horizontal slice of one layer. A completed slice is demoable or verifiable on its own, which is what makes the resulting tickets safe to hand to independent agents.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
You invoke this by typing `/to-issues` — the agent won't reach for it on its own.
|
||||
|
||||
Reach for it once you have an agreed plan or a written spec and you want it split into tickets an agent can pick up. Point it at the conversation, or pass an existing issue reference and it fetches the body and comments first. If the change hasn't been written up as a spec yet, produce one first — for that, use [to-prd](https://aihero.dev/skills-to-prd).
|
||||
|
||||
## Prerequisites
|
||||
|
||||
`to-issues` publishes into your issue tracker, so [setup-matt-pocock-skills](https://aihero.dev/skills-setup-matt-pocock-skills) must have configured the tracker and its triage label vocabulary for this repo first. It applies the ready-for-agent triage label itself as it publishes.
|
||||
|
||||
## Vertical slices, not horizontal ones
|
||||
|
||||
The whole skill turns on one distinction. A **horizontal** slice ships one layer of the change — all the schema, or all the API — and nothing works until every layer lands. A **vertical** slice, the tracer bullet, ships one narrow path through *every* layer at once, so it can be demoed the moment it's done.
|
||||
|
||||
Before slicing, `to-issues` looks for prefactoring — "make the change easy, then make the easy change" — and orders that work first. It then quizzes you on the breakdown (granularity, dependencies, what to merge or split) before writing anything, and publishes blockers first so each issue's "Blocked by" field can reference a real ticket.
|
||||
|
||||
## The wide-refactor exception
|
||||
|
||||
One shape breaks the tracer-bullet rule: a **wide refactor** — a single mechanical change (rename a column, retype a shared symbol) whose **blast radius** fans across the whole codebase, so one edit breaks thousands of call sites at once and no vertical slice can land green. `to-issues` slices it as **expand–contract** instead: expand (add the new form beside the old so nothing breaks), migrate (move call sites over in batches sized by blast radius, one issue per batch, CI green throughout because the old form still exists), then contract (delete the old form once no caller remains). When even the batches can't stay green alone, they share an integration branch that all block a final integrate-and-verify issue, and green is promised only there.
|
||||
|
||||
## Where it fits
|
||||
|
||||
`to-issues` is a step in the main build chain:
|
||||
|
||||
```txt
|
||||
grill-with-docs → to-prd → to-issues → implement → code-review
|
||||
```
|
||||
|
||||
It sits between [to-prd](https://aihero.dev/skills-to-prd), which hands it a settled spec with user stories to slice against, and [implement](https://aihero.dev/skills-implement), which builds each independently-grabbable issue, driving [tdd](https://aihero.dev/skills-tdd) internally to write the tests test-first, before its [code-review](https://aihero.dev/skills-code-review) pass. When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,59 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=to-prd
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update to-prd
|
||||
```
|
||||
|
||||
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/to-prd)
|
||||
|
||||
## What it does
|
||||
|
||||
`to-prd` turns the current conversation and your codebase understanding into a product requirements document, then publishes it to your issue tracker.
|
||||
|
||||
It does **not** interview you again. By the time you reach for it, the alignment work is done — `to-prd` synthesises what is already known rather than asking a fresh round of questions.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
You invoke this by typing `/to-prd` — the agent won't reach for it on its own.
|
||||
|
||||
Reach for it once a change has been talked through and the domain language is settled, and you want that shared understanding written down as a spec before any code is written. If you *haven't* aligned yet, grill first — for that, use [grill-with-docs](https://aihero.dev/skills-grill-with-docs). To split the finished PRD into tickets, use [to-issues](https://aihero.dev/skills-to-issues).
|
||||
|
||||
## Prerequisites
|
||||
|
||||
`to-prd` publishes into your issue tracker, so [setup-matt-pocock-skills](https://aihero.dev/skills-setup-matt-pocock-skills) must have configured the tracker and triage labels for this repo first. It applies the `ready-for-agent` label itself — no separate triage pass needed.
|
||||
|
||||
## What the PRD includes
|
||||
|
||||
- **Problem statement** — what is broken or missing, and why it's worth solving, in the project's own vocabulary.
|
||||
- **Solution** — the shape of the fix at a high level, before any implementation detail.
|
||||
- **User stories** — an extensive, numbered list of the concrete behaviours the change must support, each one independently checkable.
|
||||
- **Implementation decisions** — the choices already settled during the conversation, so they aren't relitigated later.
|
||||
- **Testing decisions** — the seams the feature will be tested at, and what "done" looks like.
|
||||
- **Out-of-scope items** — what this change deliberately does *not* cover, to keep the ticket bounded.
|
||||
- **Further notes** — anything else worth carrying forward that doesn't fit the sections above.
|
||||
|
||||
## Deep modules
|
||||
|
||||
Before writing the PRD, `to-prd` sketches the **seams** at which the feature will be tested and looks for **deep module** opportunities — a lot of functionality hidden behind a small, stable interface. It prefers existing seams to new ones and the highest seam possible, ideally just one across the whole change.
|
||||
|
||||
That matters for agentic development: a good interface gives tests something durable to target, so the code underneath can change without the tests moving.
|
||||
|
||||
## It's working if
|
||||
|
||||
- It starts writing the PRD instead of asking you a fresh round of questions.
|
||||
- It checks the seams with you before writing, and proposes as few as possible.
|
||||
- The PRD comes back in your project's domain vocabulary, not generic boilerplate.
|
||||
|
||||
## Where it fits
|
||||
|
||||
`to-prd` is a step in the main build chain:
|
||||
|
||||
```txt
|
||||
grill-with-docs → to-prd → to-issues → implement → code-review
|
||||
```
|
||||
|
||||
Reach for it after the plan and domain language are resolved, and before you break the work into implementation tickets. Its key neighbours are [grill-with-docs](https://aihero.dev/skills-grill-with-docs), which sharpens the context so the PRD is precise, and [to-issues](https://aihero.dev/skills-to-issues), which turns the PRD into independently-grabbable issues for [implement](https://aihero.dev/skills-implement) to build. When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,46 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=triage
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update triage
|
||||
```
|
||||
|
||||
[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.
|
||||
|
||||
It never labels blind. Every triaged item carries exactly one **category** role (`bug` / `enhancement`) and one **state** role (`needs-triage`, `needs-info`, `ready-for-agent`, `ready-for-human`, `wontfix`), and it *recommends and waits* — it tells you its category and state call with reasoning, then acts only on your direction. Before anything is promoted to `ready-for-agent`, it verifies the claim first: a bug gets reproduced, a PR gets checked out and run.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
You invoke this by typing `/triage` and describing what you want in natural language — the agent won't reach for it on its own. "Show me anything that needs my attention", "let's look at #42", "move #42 to ready-for-agent".
|
||||
|
||||
Reach for it when your issue tracker has raw, unevaluated reports and you want them sorted, verified, and turned into work an agent or human can pick up. To turn a settled conversation into a fresh spec instead, use [to-prd](https://aihero.dev/skills-to-prd); to split an existing PRD into tickets, use [to-issues](https://aihero.dev/skills-to-issues). `triage` is the reverse direction — it processes what's *already* landed in the tracker.
|
||||
|
||||
## Prerequisites
|
||||
|
||||
`triage` reads and writes your issue tracker, so [setup-matt-pocock-skills](https://aihero.dev/skills-setup-matt-pocock-skills) must have configured the tracker and the label mapping first. The role names above are **canonical** — the actual label strings in your tracker may differ, and that mapping is what setup provides. The config also decides whether external PRs count as a request surface, and who counts as external.
|
||||
|
||||
## A PR is an issue with attached code
|
||||
|
||||
Where the tracker treats external pull requests as a request surface, `triage` runs them through the *same* machine: same category roles, same states, same transitions — the states just read against the diff instead of a report. `ready-for-agent` means a brief is attached and an agent should take the next step on the code; `ready-for-human` means it's ready to merge. Discovery surfaces only external PRs, but an explicitly named PR is always triaged regardless of author.
|
||||
|
||||
## Verify before you brief
|
||||
|
||||
The step that separates `triage` from ad-hoc labelling is verification. It reproduces the bug from the reporter's steps, or checks out the PR and runs the tests, and reports back: confirmed with a code path, failed, or insufficient detail (which is itself a strong `needs-info` signal). It also runs two codebase checks — **redundancy** (is this already implemented? then it's a `wontfix`) and **prior rejection** (does `.out-of-scope/` already say no?). A confirmed verification makes a far stronger agent brief; guessing does not.
|
||||
|
||||
## It's working if
|
||||
|
||||
- Every item it touches ends with exactly one category role and one state role — never zero, never two conflicting states.
|
||||
- It hands you a recommendation with reasoning and waits, rather than relabelling on its own.
|
||||
- Bugs get reproduced and PRs get run before anything reaches `ready-for-agent`.
|
||||
- Every comment it posts to the tracker opens with the `> *This was generated by AI during triage.*` disclaimer.
|
||||
|
||||
## Where it fits
|
||||
|
||||
`triage` is the **periodic maintenance** pass over your issue tracker — run it whenever reports pile up, to keep the queue sorted and the `ready-for-agent` column trustworthy. It sits at the front of the tracker, upstream of the build chain: the briefs it writes are what [tdd](https://aihero.dev/skills-tdd) later picks up to implement. When a request needs sharpening it leans on [grilling](https://aihero.dev/skills-grilling) and [domain-modeling](https://aihero.dev/skills-domain-modeling) to grill it into shape one question at a time. Its close neighbour is [to-prd](https://aihero.dev/skills-to-prd), which populates the tracker from a fresh conversation where `triage` processes what's already there. When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,33 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=grill-me
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update grill-me
|
||||
```
|
||||
|
||||
[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**.
|
||||
|
||||
It asks **one question at a time** and waits. It never dumps a batch of questions at you — that is bewildering — and 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.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
You invoke this by typing `/grill-me` — the agent won't reach for it on its own.
|
||||
|
||||
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.
|
||||
|
||||
## The design tree
|
||||
|
||||
The session walks the plan as a tree of decisions, resolving dependencies between them one by one — a parent decision settled before the choices that hang off it. 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.
|
||||
|
||||
`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.
|
||||
|
||||
## 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-prd](https://aihero.dev/skills-to-prd), which synthesises the settled understanding into a PRD without re-interviewing you. When you're unsure which flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,37 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=grilling
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update grilling
|
||||
```
|
||||
|
||||
[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 walks down the design tree branch by branch, resolving the dependencies between decisions one at a time until you and the agent share the same understanding.
|
||||
|
||||
It asks **one question at a time** and waits for your answer before the next — never a bulk list, which is bewildering. Each question comes with the agent's own recommended answer, and any question the codebase can settle it explores instead of asking you. It won't start enacting the plan until you confirm the shared understanding has been reached.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
Type `/grilling`, or the agent reaches for it automatically when a task fits — this is the underlying primitive, not a user-only entry point.
|
||||
|
||||
Reach for it when a plan or design still has soft spots and you want them surfaced before code is written. In practice you usually invoke it through one of its two wrappers rather than by name: for a plain grilling session use [grill-me](https://aihero.dev/skills-grill-me); to have the session also write ADRs and a glossary as it goes, use [grill-with-docs](https://aihero.dev/skills-grill-with-docs).
|
||||
|
||||
## The design tree
|
||||
|
||||
The mental model is a **design tree**: every plan branches into decisions, and decisions depend on each other. `grilling` descends that tree one node at a time, so an early answer can reshape which questions come next. That is why the questions arrive singly and in dependency order — a firehose of parallel questions loses the structure that makes the interview converge on a shared understanding.
|
||||
|
||||
## Pulled out on purpose
|
||||
|
||||
`grilling` is the **single source of truth** for the interview technique, split out as a model-invoked **primitive** so every skill that needs an interview can reach it instead of reinventing one. [grill-me](https://aihero.dev/skills-grill-me) and [grill-with-docs](https://aihero.dev/skills-grill-with-docs) are its two user-invoked front doors, but [improve-codebase-architecture](https://aihero.dev/skills-improve-codebase-architecture) and [triage](https://aihero.dev/skills-triage) also lean on it to pressure-test their own decisions.
|
||||
|
||||
Keeping the technique in one place means you can also reach for it directly when you just want the interview — without the ADR-writing or ticket-shaping that its wrappers add on top.
|
||||
|
||||
## Where it fits
|
||||
|
||||
`grilling` is the interview **primitive** under the main build chain: [grill-with-docs](https://aihero.dev/skills-grill-with-docs) runs it to sharpen context before [to-prd](https://aihero.dev/skills-to-prd) writes the spec. When you're unsure which entry point fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,36 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=handoff
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update handoff
|
||||
```
|
||||
|
||||
[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.
|
||||
|
||||
It does **not** re-state what already lives elsewhere. Anything captured in a PRD, plan, ADR, issue, commit, or diff is referenced by path or URL, never copied. The document carries only the live thread — what you were doing, why, and what's next — and it's saved to your OS's temporary directory, not into the workspace, so it never becomes another artifact to maintain.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
You invoke this by typing `/handoff` — the agent won't reach for it on its own. Pass a note about what the next session is for and the document is tailored to it.
|
||||
|
||||
Reach for this when a conversation has gone long enough that its context is at risk — you're near a context limit, wrapping for the day, or deliberately handing the work to another agent — and you want the thread preserved without dragging the whole transcript along.
|
||||
|
||||
## What the document carries
|
||||
|
||||
- **The live thread** — what's in flight and why, in the conversation's own terms, minus anything already written down elsewhere.
|
||||
- **Suggested skills** — a pointer to the skills the next agent should reach for to continue.
|
||||
- **References, not copies** — links and paths to the PRDs, plans, ADRs, issues, and diffs that hold the settled detail.
|
||||
- **Redacted secrets** — API keys, passwords, and PII stripped before the document is written.
|
||||
|
||||
The idea to hold onto is **compaction**: a handoff is the conversation squeezed down to just its resumable core, so a fresh agent inherits the momentum, not the noise.
|
||||
|
||||
## Where it fits
|
||||
|
||||
`handoff` is a reach-for-it-anytime standalone — it sits at the seam between two sessions rather than inside a build chain. It pairs naturally with the artifact-producing skills whose output it points at: [to-prd](https://aihero.dev/skills-to-prd), because a finished PRD is exactly the kind of settled detail a handoff references instead of repeating. When you're unsure which skill fits the moment, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,47 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=teach
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update teach
|
||||
```
|
||||
|
||||
[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.
|
||||
|
||||
It does **not** teach from the model's own memory. Parametric knowledge is treated as untrusted; before it can teach, it gathers high-trust resources and grounds every claim in a citation. And it is stateful — the workspace remembers what you've learned, so each session picks up where the last left off rather than starting from scratch.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
You invoke this by typing `/teach` — the agent won't reach for it on its own.
|
||||
|
||||
Reach for it when you want to *learn* a topic over time — a language, a framework, yoga, theoretical physics — and want the sessions to accumulate rather than evaporate. It is not for a one-off explanation; if you just need something clarified in the moment, ask directly. Reach for `teach` when the learning is a project.
|
||||
|
||||
## Prerequisites
|
||||
|
||||
`teach` builds a whole directory in place, so run it somewhere you're happy to keep as a dedicated workspace. Over time it writes:
|
||||
|
||||
- `MISSION.md` — the reason you're learning this, which grounds everything else. If it's empty, `teach`'s first job is to question you until it isn't.
|
||||
- `RESOURCES.md` — the vetted, high-trust sources it teaches from.
|
||||
- `./lessons/*.html` — the numbered, self-contained lessons (the primary unit of teaching).
|
||||
- `./reference/*.html` — compressed cheat-sheets, algorithms, glossaries you'll return to.
|
||||
- `./learning-records/*.md` — what you've learned, ADR-style, used to judge what to teach next.
|
||||
- `./assets/*` — reusable components (a shared stylesheet first) so the lessons look like one course.
|
||||
- `NOTES.md` — your teaching preferences.
|
||||
|
||||
## Mission, and the zone of proximal development
|
||||
|
||||
Every lesson hangs off the **mission**. Without it, knowledge has nothing to attach to and lessons feel abstract — so the mission is the first thing `teach` pins down and keeps updating as you grow. From the mission and your learning records it computes your **zone of proximal development**: the next lesson should challenge you *just enough*, no more.
|
||||
|
||||
## Storage strength, not fluency
|
||||
|
||||
The word to think with is **storage strength** — long-term retention — as opposed to **fluency**, the in-the-moment recall that feels like mastery but isn't. `teach` deliberately builds the former through desirable difficulty: retrieval practice, spacing, and interleaving. Knowledge is taught first (where difficulty is the enemy), then skills are drilled through a tight feedback loop (where difficulty is the tool).
|
||||
|
||||
## Where it fits
|
||||
|
||||
`teach` is a reach-for-it-anytime standalone — a long-running learning project you drive session by session, not a step in a build chain. It shares no workflow with the other productivity skills; it simply owns its workspace directory and lives there. When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
|
||||
@@ -0,0 +1,45 @@
|
||||
Quickstart:
|
||||
|
||||
```bash
|
||||
npx skills add mattpocock/skills --skill=writing-great-skills
|
||||
```
|
||||
|
||||
```bash
|
||||
npx skills update writing-great-skills
|
||||
```
|
||||
|
||||
[Source](https://github.com/mattpocock/skills/tree/main/skills/productivity/writing-great-skills)
|
||||
|
||||
## What it does
|
||||
|
||||
`writing-great-skills` is the reference you write and edit skills against — the shared vocabulary and principles that make a skill predictable.
|
||||
|
||||
A skill's job is to wrangle determinism out of a stochastic system, so the goal is not the same *output* every run but the same *process*. **Predictability** is the root virtue, and every design choice is judged against it — not against how clever, complete, or exhaustive the skill reads.
|
||||
|
||||
## When to reach for it
|
||||
|
||||
You invoke this by typing `/writing-great-skills` — the agent won't reach for it on its own.
|
||||
|
||||
Reach for it whenever you're authoring a new skill or editing an existing one and want it to behave the same way every time: deciding invocation mode, writing a description, choosing what lives in `SKILL.md` versus a linked file, or diagnosing why a skill misfires.
|
||||
|
||||
## Cognitive load
|
||||
|
||||
The concept the whole reference turns on is **cognitive load** — and its counterpart, **context load**. Every skill spends one or the other:
|
||||
|
||||
- A **model-invoked** skill keeps a description in the window every turn, so it costs **context load** but fires on its own.
|
||||
- A **user-invoked** skill strips that description; it costs zero context load, but now *you* are the index that has to remember it exists — that's **cognitive load**.
|
||||
|
||||
Most of these skills are user-invoked, which is why cognitive load is the pressure the whole system is built to manage: when user-invoked skills multiply past what you can hold in your head, the cure is a **router skill** that names the others and when to reach for each. Once you're thinking in these two loads, most authoring decisions — split or don't, inline or disclose, model- or user-invoked — become the same trade made in different places.
|
||||
|
||||
## The other levers
|
||||
|
||||
The rest of the reference is the toolkit for spending those loads well:
|
||||
|
||||
- **Leading words** — a compact concept already in the model's pretraining (_tight_, _red_, _tracer bullet_) that the agent thinks with while running the skill. It anchors execution *and* invocation in the fewest tokens; hunt restatements that a single word can retire.
|
||||
- **Information hierarchy** — the ladder from in-skill step, to in-skill reference, to external reference behind a **context pointer**. **Progressive disclosure** is the move down that ladder so the top stays legible.
|
||||
- **Pruning** — single source of truth, relevance, and the no-op test applied sentence by sentence, against **sediment** and **sprawl**.
|
||||
- **Failure modes** — **premature completion**, **duplication**, **sediment**, **sprawl**, **no-op** — to diagnose a skill that isn't behaving.
|
||||
|
||||
## Where it fits
|
||||
|
||||
This is a reach-for-it-anytime standalone reference — the meta-skill you consult while building the rest of the set, not a step in a chain. Its natural neighbour is any router you maintain, because a router is the direct cure for the cognitive load that user-invoked skills pile up; when you're unsure which skill or flow fits a task, [ask-matt](https://aihero.dev/skills-ask-matt) routes you over the whole set.
|
||||
@@ -1,6 +1,10 @@
|
||||
#!/usr/bin/env bash
|
||||
set -euo pipefail
|
||||
|
||||
# NOTE: This is a dev-only script, intended for use by maintainers of this repo.
|
||||
# It is not a supported installer. Modifications to it — or requests for
|
||||
# modifications — will not be approved.
|
||||
#
|
||||
# Links all skills in the repository into the local skill directories used by
|
||||
# each agent harness:
|
||||
# - ~/.claude/skills — Claude Code
|
||||
|
||||
@@ -21,6 +21,8 @@ Model- or user-reachable (rich trigger phrasing so the model can reach for them)
|
||||
- **[prototype](./prototype/SKILL.md)** — Build a throwaway prototype to answer a design question: a runnable terminal app for state/logic, or several toggleable UI variations.
|
||||
|
||||
- **[diagnosing-bugs](./diagnosing-bugs/SKILL.md)** — Disciplined diagnosis loop for hard bugs and performance regressions: reproduce → minimise → hypothesise → instrument → fix → regression-test.
|
||||
- **[research](./research/SKILL.md)** — Investigate a question against high-trust primary sources and capture the findings as a cited Markdown file in the repo, run as a background agent.
|
||||
- **[tdd](./tdd/SKILL.md)** — Test-driven development with a red-green-refactor loop. Builds features or fixes bugs one vertical slice at a time.
|
||||
- **[domain-modeling](./domain-modeling/SKILL.md)** — Actively build and sharpen a project's domain model — challenge terms, stress-test with scenarios, update `CONTEXT.md` and ADRs inline.
|
||||
- **[codebase-design](./codebase-design/SKILL.md)** — Shared discipline and vocabulary for designing deep modules: small interfaces, clean seams, testable through the interface.
|
||||
- **[code-review](./code-review/SKILL.md)** — Two-axis review of the diff since a fixed point: **Standards** (does it follow the repo's coding standards, plus a Fowler smell baseline?) and **Spec** (does it faithfully implement the originating issue/PRD?), run as parallel sub-agents.
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
---
|
||||
name: ask-matt
|
||||
description: Ask which skill or flow fits your situation. A router over the user-invoked skills in this repo.
|
||||
description: Ask which skill or flow fits your situation. A router over the skills in this repo.
|
||||
disable-model-invocation: true
|
||||
---
|
||||
|
||||
@@ -8,13 +8,13 @@ disable-model-invocation: true
|
||||
|
||||
You don't remember every skill, so ask.
|
||||
|
||||
A **flow** is a path through the skills. Most paths run along one **main flow**, and two **on-ramps** merge onto it. Everything else is standalone.
|
||||
A **flow** is a path through the skills. Most paths run along one **main flow**, and two **on-ramps** merge onto it. Everything else is standalone, or a vocabulary layer that runs underneath.
|
||||
|
||||
## The main flow: idea → ship
|
||||
|
||||
The route most work travels. You have an idea and want it built.
|
||||
|
||||
1. **`/grill-with-docs`** — sharpen the idea by interview. Start here when you **have a codebase**: it's stateful, retaining what it learns in `CONTEXT.md` and ADRs. (No codebase? Use `/grill-me` — see Standalone.)
|
||||
1. **`/grill-with-docs`** — sharpen the idea by interview. Start here when you **have a codebase**: it's stateful, retaining what it learns in `CONTEXT.md` and ADRs. (No codebase? Use `/grill-me` — see Standalone. Both run the same `/grilling` primitive; `grill-with-docs` is the one that leaves a paper trail.)
|
||||
2. **Branch — can you settle every question in conversation?** If a question needs a runnable answer (state, business logic, a UI you have to see), detour through a prototype, bridged by **`/handoff`** in both directions (see Crossing sessions):
|
||||
- **`/handoff`** out, then open a fresh session against that file,
|
||||
- **`/prototype`** to answer the question with throwaway code,
|
||||
@@ -23,6 +23,8 @@ The route most work travels. You have an idea and want it built.
|
||||
- **Yes** → **`/to-prd`** (turn the thread into a PRD) → **`/to-issues`** (split the PRD into independently-grabbable issues). Because the issues are independent, **clear context between each one**: start a fresh session per issue and kick off **`/implement`** by passing it the PRD and the single issue to work on.
|
||||
- **No** → **`/implement`** right here, in the same context window.
|
||||
|
||||
Either way, **`/implement`** builds each issue by driving **`/tdd`** internally — one red-green slice at a time — then closes out by running **`/code-review`**, a two-axis review (Standards + Spec) of the diff, before committing. Reach for **`/tdd`** on its own when you just want to build a concrete behaviour test-first without a full spec, and **`/code-review`** on its own whenever you want to review a branch or PR against a fixed point.
|
||||
|
||||
### Context hygiene
|
||||
|
||||
Keep steps 1–3 in **one unbroken context window** — don't compact or clear until after `/to-issues` — so the grilling, PRD, and issues all build on the same thinking. Each `/implement` then starts fresh, working from the issue.
|
||||
@@ -37,11 +39,20 @@ A starting situation that generates work, then merges onto the main flow.
|
||||
|
||||
Triage is only for issues **you didn't create** — bug reports, incoming feature requests, anything that arrives raw. Issues that `/to-issues` produced are already agent-ready, so **don't triage them**.
|
||||
|
||||
- **Something's broken** → **`/diagnosing-bugs`**. For the hard ones: the bug that resists a first glance, the intermittent flake, the regression that crept in between two known-good states. It refuses to theorise until it has a **tight feedback loop** — one command that already goes red on *this* bug — then fixes with a regression test. Its post-mortem hands off to **`/improve-codebase-architecture`** when the real finding is that there's no good seam to lock the bug down.
|
||||
|
||||
## Codebase health
|
||||
|
||||
Not feature work — upkeep.
|
||||
|
||||
- **`/improve-codebase-architecture`** — run whenever you have a spare moment to keep the codebase good for agents to operate in. It surfaces deepening opportunities; picking one _generates an idea_ you can take into the main flow at `/grill-with-docs`.
|
||||
- **`/improve-codebase-architecture`** — run whenever you have a spare moment to keep the codebase good for agents to operate in. It surfaces **deepening opportunities**; picking one _generates an idea_ you can take into the main flow at `/grill-with-docs`. It's the survey that finds the candidates; **`/codebase-design`** (below) is the bench you design the chosen one on.
|
||||
|
||||
## Vocabulary underneath
|
||||
|
||||
Two model-invoked references that run *beneath* the other skills — each the single source of truth for its vocabulary. Reach for them directly when the **words**, not the process, are the problem; or let the skills above pull them in.
|
||||
|
||||
- **`/domain-modeling`** — sharpen the project's *domain* language: challenge a fuzzy term, resolve an overloaded word ("account" doing three jobs), record a hard-to-reverse decision as an ADR. It's the active discipline `/grill-with-docs` drives to keep `CONTEXT.md` a clean glossary.
|
||||
- **`/codebase-design`** — the deep-module vocabulary (module, interface, depth, seam, adapter, leverage, locality) for designing a module's *shape*: a lot of behaviour behind a small interface at a clean seam. `/tdd` and `/improve-codebase-architecture` both speak it.
|
||||
|
||||
## Crossing sessions
|
||||
|
||||
@@ -53,6 +64,8 @@ Not feature work — upkeep.
|
||||
Off the main flow entirely.
|
||||
|
||||
- **`/grill-me`** — the same relentless interview as `/grill-with-docs`, but for when you have **no codebase**. Stateless: it saves nothing locally, builds no `CONTEXT.md`. Reach for it to sharpen any plan or design that doesn't live in a repo.
|
||||
- **`/prototype`** — a small, throwaway program that answers one design question: does this state model feel right, or what should this UI look like. Throwaway from day one — keep the answer, delete the code. It's the detour in step 2 of the main flow, but reach for it any time a design question is hard to settle on paper.
|
||||
- **`/research`** — delegate reading legwork to a **background agent**: it investigates a question against **primary sources**, then leaves a cited Markdown file in the repo. Keep working while it reads. The file it produces is something to take *into* the main flow at `/grill-with-docs` — research feeds the thinking, it doesn't replace it.
|
||||
- **`/teach`** — learn a concept over multiple sessions, using the current directory as a stateful workspace.
|
||||
- **`/writing-great-skills`** — reference for writing and editing skills well.
|
||||
|
||||
|
||||
@@ -1,5 +1,5 @@
|
||||
---
|
||||
name: review
|
||||
name: code-review
|
||||
description: Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/PRD asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to "review since X".
|
||||
---
|
||||
|
||||
@@ -10,6 +10,6 @@ Use /tdd where possible, at pre-agreed seams.
|
||||
|
||||
Run typechecking regularly, single test files regularly, and the full test suite once at the end.
|
||||
|
||||
Once done, use /review to review the work.
|
||||
Once done, use /code-review to review the work.
|
||||
|
||||
Commit your work to the current branch.
|
||||
|
||||
@@ -0,0 +1,12 @@
|
||||
---
|
||||
name: research
|
||||
description: Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gathered, or reading legwork delegated to a background agent.
|
||||
---
|
||||
|
||||
Spin up a **background agent** to do the research, so you keep working while it reads.
|
||||
|
||||
Its job:
|
||||
|
||||
1. Investigate the question against **primary sources** — official docs, source code, specs, first-party APIs — not a secondary write-up of them. Follow every claim back to the source that owns it.
|
||||
2. Write the findings to a single Markdown file, citing each claim's source.
|
||||
3. Save it where the repo already keeps such notes; match the existing convention, and if there is none, put it somewhere sensible and say where.
|
||||
@@ -32,3 +32,14 @@ Create a GitHub issue.
|
||||
## When a skill says "fetch the relevant ticket"
|
||||
|
||||
Run `gh issue view <number> --comments`.
|
||||
|
||||
## Wayfinding operations
|
||||
|
||||
Used by `/wayfinder`. The **map** is a single issue with **child** issues as tickets.
|
||||
|
||||
- **Map**: a single issue labelled `wayfinder:map`, holding the Notes / Decisions-so-far / Fog body. `gh issue create --label wayfinder:map`.
|
||||
- **Child ticket**: an issue linked to the map as a GitHub sub-issue (`gh api` on the sub-issues endpoint). Where sub-issues aren't enabled, add the child to a task list in the map body and put `Part of #<map>` at the top of the child body. Labels: `wayfinder:<type>` (`research`/`prototype`/`grilling`/`task`). Once claimed, the ticket is assigned to the driving dev.
|
||||
- **Blocking**: GitHub's **native issue dependencies** — the canonical, UI-visible representation. Add an edge with `gh api --method POST repos/<owner>/<repo>/issues/<child>/dependencies/blocked_by -F issue_id=<blocker-db-id>`, where `<blocker-db-id>` is the blocker's numeric **database id** (`gh api repos/<owner>/<repo>/issues/<n> --jq .id`, _not_ the `#number` or `node_id`). GitHub reports `issue_dependencies_summary.blocked_by` (open blockers only — the live gate). Where dependencies aren't available, fall back to a `Blocked by: #<n>, #<n>` line at the top of the child body. A ticket is unblocked when every blocker is closed.
|
||||
- **Frontier query**: list the map's open children (`gh issue list --state open`, scoped to the map's sub-issues / task list), drop any with an open blocker (`issue_dependencies_summary.blocked_by > 0`, or an open issue in the `Blocked by` line) or an assignee; first in map order wins.
|
||||
- **Claim**: `gh issue edit <n> --add-assignee @me` — the session's first write.
|
||||
- **Resolve**: `gh issue comment <n> --body "<answer>"`, then `gh issue close <n>`, then append a context pointer (gist + link) to the map's Decisions-so-far.
|
||||
|
||||
@@ -33,3 +33,14 @@ Create a GitLab issue.
|
||||
## When a skill says "fetch the relevant ticket"
|
||||
|
||||
Run `glab issue view <number> --comments`.
|
||||
|
||||
## Wayfinding operations
|
||||
|
||||
Used by `/wayfinder`. The **map** is a single issue with **child** issues as tickets.
|
||||
|
||||
- **Map**: a single issue labelled `wayfinder:map`, holding the Notes / Decisions-so-far / Fog body. `glab issue create --label wayfinder:map`. (On GitLab tiers with native epics, an epic may hold the map instead; a labelled issue works everywhere.)
|
||||
- **Child ticket**: an issue carrying `Part of #<map>` at the top of its description and labels `wayfinder:<type>` (`research`/`prototype`/`grilling`/`task`). Once claimed, the ticket is assigned to the driving dev.
|
||||
- **Blocking**: GitLab's **native blocking link** — the canonical, UI-visible representation. Add it with the `/blocked_by #<n>` quick action, posted as a note (`glab issue note <child> --message "/blocked_by #<blocker>"`). Native blocking links are a Premium/Ultimate feature; on the free tier (or where unavailable) fall back to a `Blocked by: #<n>, #<n>` line at the top of the description. A ticket is unblocked when every blocker is closed.
|
||||
- **Frontier query**: `glab issue list -F json` scoped to the map's children, drop any with an open blocker — a native `blocked_by` link to an open issue (`glab api projects/:id/issues/:iid/links`), or an open issue in the `Blocked by` line — or an assignee; first in map order wins.
|
||||
- **Claim**: `glab issue update <n> --assignee @me` — the session's first write.
|
||||
- **Resolve**: `glab issue note <n> --message "<answer>"`, then `glab issue close <n>`, then append a context pointer (gist + link) to the map's Decisions-so-far.
|
||||
|
||||
@@ -17,3 +17,14 @@ Create a new file under `.scratch/<feature-slug>/` (creating the directory if ne
|
||||
## When a skill says "fetch the relevant ticket"
|
||||
|
||||
Read the file at the referenced path. The user will normally pass the path or the issue number directly.
|
||||
|
||||
## Wayfinding operations
|
||||
|
||||
Used by `/wayfinder`. The **map** is a file with one **child** file per ticket.
|
||||
|
||||
- **Map**: `.scratch/<effort>/map.md` — the Notes / Decisions-so-far / Fog body.
|
||||
- **Child ticket**: `.scratch/<effort>/issues/NN-<slug>.md`, numbered from `01`, with the question in the body. A `Type:` line records the ticket type (`research`/`prototype`/`grilling`/`task`); a `Status:` line records `claimed`/`resolved`.
|
||||
- **Blocking**: a `Blocked by: NN, NN` line near the top. A ticket is unblocked when every file it lists is `resolved`.
|
||||
- **Frontier**: scan `.scratch/<effort>/issues/` for files that are open, unblocked, and unclaimed; first by number wins.
|
||||
- **Claim**: set `Status: claimed` and save before any work.
|
||||
- **Resolve**: append the answer under an `## Answer` heading, set `Status: resolved`, then append a context pointer (gist + link) to the map's Decisions-so-far in `map.md`.
|
||||
|
||||
@@ -5,107 +5,32 @@ description: Test-driven development. Use when the user wants to build features
|
||||
|
||||
# Test-Driven Development
|
||||
|
||||
## Philosophy
|
||||
TDD is the red → green loop. This skill is the reference that makes that loop produce tests worth keeping: what a good test is, where tests go, the anti-patterns, and the rules of the loop. Every section applies on every cycle — consult them before and during the loop, not after.
|
||||
|
||||
**Core principle**: Tests should verify behavior through public interfaces, not implementation details. Code can change entirely; tests shouldn't.
|
||||
When exploring the codebase, read `CONTEXT.md` (if it exists) so test names and interface vocabulary match the project's domain language, and respect ADRs in the area you're touching.
|
||||
|
||||
**Good tests** are integration-style: they exercise real code paths through public APIs. They describe _what_ the system does, not _how_ it does it. A good test reads like a specification - "user can checkout with valid cart" tells you exactly what capability exists. These tests survive refactors because they don't care about internal structure.
|
||||
## What a good test is
|
||||
|
||||
**Bad tests** are coupled to implementation. They mock internal collaborators, test private methods, or verify through external means (like querying a database directly instead of using the interface). The warning sign: your test breaks when you refactor, but behavior hasn't changed. If you rename an internal function and tests fail, those tests were testing implementation, not behavior.
|
||||
|
||||
**Tautological tests** restate the implementation inside the assertion, so they pass by construction and give zero confidence. When the expected value is computed the way the code computes it — `expect(add(a, b)).toBe(a + b)`, snapshotting a figure you derived by hand the same way the code does, asserting a constant equals itself — the test can never disagree with the code: break the code wrong and the assertion breaks wrong with it. The expected value must come from an independent source of truth — a known-good literal, a worked example, the spec.
|
||||
Tests verify behavior through public interfaces, not implementation details. Code can change entirely; tests shouldn't. A good test reads like a specification — "user can checkout with valid cart" tells you exactly what capability exists — and survives refactors because it doesn't care about internal structure.
|
||||
|
||||
See [tests.md](tests.md) for examples and [mocking.md](mocking.md) for mocking guidelines.
|
||||
|
||||
## Anti-Pattern: Horizontal Slices
|
||||
## Seams — where tests go
|
||||
|
||||
**DO NOT write all tests first, then all implementation.** This is "horizontal slicing" - treating RED as "write all tests" and GREEN as "write all code."
|
||||
A **seam** is the public boundary you test at: the interface where you observe behavior without reaching inside. Tests live at seams, never against internals.
|
||||
|
||||
This produces **crap tests**:
|
||||
**Test only at pre-agreed seams.** Before writing any test, write down the seams under test and confirm them with the user. No test is written at an unconfirmed seam. You can't test everything — agreeing the seams up front is how testing effort lands on the critical paths and complex logic instead of every edge case.
|
||||
|
||||
- Tests written in bulk test _imagined_ behavior, not _actual_ behavior
|
||||
- You end up testing the _shape_ of things (data structures, function signatures) rather than user-facing behavior
|
||||
- Tests become insensitive to real changes - they pass when behavior breaks, fail when behavior is fine
|
||||
- You outrun your headlights, committing to test structure before understanding the implementation
|
||||
Ask: "What's the public interface, and which seams should we test?"
|
||||
|
||||
**Correct approach**: Vertical slices via tracer bullets. One test → one implementation → repeat. Each test responds to what you learned from the previous cycle. Because you just wrote the code, you know exactly what behavior matters and how to verify it.
|
||||
## Anti-patterns
|
||||
|
||||
```
|
||||
WRONG (horizontal):
|
||||
RED: test1, test2, test3, test4, test5
|
||||
GREEN: impl1, impl2, impl3, impl4, impl5
|
||||
- **Implementation-coupled** — mocks internal collaborators, tests private methods, or verifies through a side channel (querying the database instead of using the interface). The tell: the test breaks when you refactor but behavior hasn't changed.
|
||||
- **Tautological** — the assertion recomputes the expected value the way the code does (`expect(add(a, b)).toBe(a + b)`, a snapshot derived by hand the same way, a constant asserted equal to itself), so it passes by construction and can never disagree with the code. Expected values must come from an independent source of truth — a known-good literal, a worked example, the spec.
|
||||
- **Horizontal slicing** — writing all tests first, then all implementation. Bulk tests verify _imagined_ behavior: you test the _shape_ of things rather than user-facing behavior, the tests go insensitive to real changes, and you commit to test structure before understanding the implementation. Work in **vertical slices** instead — one test → one implementation → repeat, each test a **tracer bullet** that responds to what the last cycle taught you.
|
||||
|
||||
RIGHT (vertical):
|
||||
RED→GREEN: test1→impl1
|
||||
RED→GREEN: test2→impl2
|
||||
RED→GREEN: test3→impl3
|
||||
...
|
||||
```
|
||||
## Rules of the loop
|
||||
|
||||
## Workflow
|
||||
|
||||
### 1. Planning
|
||||
|
||||
When exploring the codebase, read `CONTEXT.md` (if it exists) so that test names and interface vocabulary match the project's domain language, and respect ADRs in the area you're touching.
|
||||
|
||||
Before writing any code:
|
||||
|
||||
- [ ] Confirm with user what interface changes are needed
|
||||
- [ ] Confirm with user which behaviors to test (prioritize)
|
||||
- [ ] Identify opportunities for deep modules (small interface, deep implementation) — run the `/codebase-design` skill for the vocabulary and the testability checks
|
||||
- [ ] List the behaviors to test (not implementation steps)
|
||||
- [ ] Get user approval on the plan
|
||||
|
||||
Ask: "What should the public interface look like? Which behaviors are most important to test?"
|
||||
|
||||
**You can't test everything.** Confirm with the user exactly which behaviors matter most. Focus testing effort on critical paths and complex logic, not every possible edge case.
|
||||
|
||||
### 2. Tracer Bullet
|
||||
|
||||
Write ONE test that confirms ONE thing about the system:
|
||||
|
||||
```
|
||||
RED: Write test for first behavior → test fails
|
||||
GREEN: Write minimal code to pass → test passes
|
||||
```
|
||||
|
||||
This is your tracer bullet - proves the path works end-to-end.
|
||||
|
||||
### 3. Incremental Loop
|
||||
|
||||
For each remaining behavior:
|
||||
|
||||
```
|
||||
RED: Write next test → fails
|
||||
GREEN: Minimal code to pass → passes
|
||||
```
|
||||
|
||||
Rules:
|
||||
|
||||
- One test at a time
|
||||
- Only enough code to pass current test
|
||||
- Don't anticipate future tests
|
||||
- Keep tests focused on observable behavior
|
||||
|
||||
### 4. Refactor
|
||||
|
||||
After all tests pass, look for [refactor candidates](refactoring.md):
|
||||
|
||||
- [ ] Extract duplication
|
||||
- [ ] Deepen modules (move complexity behind simple interfaces)
|
||||
- [ ] Apply SOLID principles where natural
|
||||
- [ ] Consider what new code reveals about existing code
|
||||
- [ ] Run tests after each refactor step
|
||||
|
||||
**Never refactor while RED.** Get to GREEN first.
|
||||
|
||||
## Checklist Per Cycle
|
||||
|
||||
```
|
||||
[ ] Test describes behavior, not implementation
|
||||
[ ] Test uses public interface only
|
||||
[ ] Test would survive internal refactor
|
||||
[ ] Expected values are independent literals, not recomputed from the code
|
||||
[ ] Code is minimal for this test
|
||||
[ ] No speculative features added
|
||||
```
|
||||
- **Red before green.** Write the failing test first, then only enough code to pass it. Don't anticipate future tests or add speculative features.
|
||||
- **One slice at a time.** One seam, one test, one minimal implementation per cycle.
|
||||
- **Refactoring is not part of the loop.** It belongs to the review stage (see the `code-review` skill), not the red → green implementation cycle.
|
||||
|
||||
@@ -1,10 +0,0 @@
|
||||
# Refactor Candidates
|
||||
|
||||
After TDD cycle, look for:
|
||||
|
||||
- **Duplication** → Extract function/class
|
||||
- **Long methods** → Break into private helpers (keep tests on public interface)
|
||||
- **Shallow modules** → Combine or deepen
|
||||
- **Feature envy** → Move logic to where data lives
|
||||
- **Primitive obsession** → Introduce value objects
|
||||
- **Existing code** the new code reveals as problematic
|
||||
@@ -22,17 +22,9 @@ If you have not already explored the codebase, do so to understand the current s
|
||||
|
||||
Look for opportunities to prefactor the code to make the implementation easier. "Make the change easy, then make the easy change."
|
||||
|
||||
### 3. Draft vertical slices
|
||||
### 3. Draft the issues
|
||||
|
||||
Break the plan into **tracer bullet** issues. Each issue is a thin vertical slice that cuts through ALL integration layers end-to-end, NOT a horizontal slice of one layer.
|
||||
|
||||
<vertical-slice-rules>
|
||||
|
||||
- Each slice delivers a narrow but COMPLETE path through every layer (schema, API, UI, tests)
|
||||
- A completed slice is demoable or verifiable on its own
|
||||
- Any prefactoring should be done first
|
||||
|
||||
</vertical-slice-rules>
|
||||
Break the plan into **tracer bullet** issues, following the **Vertical slice rules**. A **wide refactor** is the exception to that rule — slice it by **expand–contract** instead (see **Wide refactors**).
|
||||
|
||||
### 4. Quiz the user
|
||||
|
||||
@@ -52,9 +44,27 @@ Iterate until the user approves the breakdown.
|
||||
|
||||
### 5. Publish the issues to the issue tracker
|
||||
|
||||
For each approved slice, publish a new issue to the issue tracker. Use the issue body template below. These issues are considered ready for AFK agents, so publish them with the correct triage label unless instructed otherwise.
|
||||
For each approved slice, publish a new issue to the issue tracker using the **Issue body template**. These issues are considered ready for AFK agents, so publish them with the correct triage label unless instructed otherwise.
|
||||
|
||||
Publish issues in dependency order (blockers first) so you can reference real issue identifiers in the "Blocked by" field.
|
||||
Publish issues in dependency order (blockers first) so you can reference real issue identifiers. Where the tracker supports it, link each slice to its parent as a native **sub-issue** and wire each blocker as a native **blocking edge** (mechanics in the issue-tracker doc); the `## Parent` and `## Blocked by` body sections are the fallback otherwise.
|
||||
|
||||
Do NOT close or modify any parent issue.
|
||||
|
||||
## Reference
|
||||
|
||||
### Vertical slice rules
|
||||
|
||||
Each issue is a thin vertical slice that cuts through ALL integration layers end-to-end, NOT a horizontal slice of one layer.
|
||||
|
||||
- Each slice delivers a narrow but COMPLETE path through every layer (schema, API, UI, tests)
|
||||
- A completed slice is demoable or verifiable on its own
|
||||
- Any prefactoring should be done first
|
||||
|
||||
### Wide refactors
|
||||
|
||||
A **wide refactor** is one mechanical change — rename a column, retype a shared symbol — whose **blast radius** fans across the whole codebase, so a single edit breaks thousands of call sites at once and no vertical slice can land green. Don't force it into a tracer bullet; sequence it as **expand–contract**. First expand: add the new form beside the old so nothing breaks. Then migrate the call sites over in batches sized by blast radius (per package, per directory), each batch its own issue blocked by the expand, keeping CI green batch to batch because the old form still exists. Finally contract: delete the old form once no caller remains, in an issue blocked by every migrate batch. When even the batches can't stay green alone, keep the sequence but let them share an integration branch that all block a final integrate-and-verify issue — green is promised only there.
|
||||
|
||||
### Issue body template
|
||||
|
||||
<issue-template>
|
||||
## Parent
|
||||
@@ -65,7 +75,7 @@ A reference to the parent issue on the issue tracker (if the source was an exist
|
||||
|
||||
A concise description of this vertical slice. Describe the end-to-end behavior, not layer-by-layer implementation.
|
||||
|
||||
Avoid specific file paths or code snippets — they go stale fast. Exception: if a prototype produced a snippet that encodes a decision more precisely than prose can (state machine, reducer, schema, type shape), inline it here and note briefly that it came from a prototype. Trim to the decision-rich parts — not a working demo, just the important bits.
|
||||
Avoid specific file paths or code snippets — they go stale fast. Exception: if the `/prototype` skill produced code that encodes a decision more precisely than prose can (state machine, reducer, schema, type shape), add a context pointer to where that prototype code lives rather than inlining it.
|
||||
|
||||
## Acceptance criteria
|
||||
|
||||
@@ -78,7 +88,4 @@ Avoid specific file paths or code snippets — they go stale fast. Exception: if
|
||||
- A reference to the blocking ticket (if any)
|
||||
|
||||
Or "None - can start immediately" if no blockers.
|
||||
|
||||
</issue-template>
|
||||
|
||||
Do NOT close or modify any parent issue.
|
||||
|
||||
@@ -2,10 +2,10 @@
|
||||
|
||||
Skills that are still being developed. They're not ready to ship — expect rough edges, breaking changes, and abandoned experiments. They're excluded from the plugin and the top-level README until they graduate to a stable bucket.
|
||||
|
||||
- **[decision-mapping](./decision-mapping/SKILL.md)** — Turn a loose idea into a sequenced map of investigation tickets, then drive them to resolution one at a time. User-invoked.
|
||||
- **[wayfinder](./wayfinder/SKILL.md)** — Chart a route through a foggy problem — turn a loose idea into a map of investigation tickets and resolve them one at a time until the way to the goal is clear. User-invoked.
|
||||
- **[loop-me](./loop-me/SKILL.md)** — Grill yourself into implementable workflow specs over multiple sessions, using the current directory as a stateful workspace. User-invoked.
|
||||
- **[review](./review/SKILL.md)** — Review changes since a fixed point along two parallel axes: **Standards** (does the diff follow the repo's coding standards?) and **Spec** (does the diff faithfully implement the originating issue/PRD?).
|
||||
- **[wizard](./wizard/SKILL.md)** — Generate an interactive bash wizard that walks a human through a manual procedure (setup, a one-off migration, a state transition) — opening URLs, capturing values, writing `.env` and GitHub Actions secrets. User-invoked.
|
||||
- **[writing-beats](./writing-beats/SKILL.md)** — Shape an article as a journey of beats, choose-your-own-adventure style. Pick a starting beat, write only that beat, then pivot to the next, until the article reaches a natural end.
|
||||
- **[writing-fragments](./writing-fragments/SKILL.md)** — Grilling session that mines you for fragments — heterogeneous nuggets of writing — and appends them to a single document as raw material for a future article.
|
||||
- **[writing-shape](./writing-shape/SKILL.md)** — Take a markdown file of raw material and shape it into an article paragraph by paragraph, arguing format choices at each step.
|
||||
- **[claude-handoff](./claude-handoff/SKILL.md)** — Hand the current conversation off to a fresh background agent that picks up the work immediately, seeded with a handoff summary via `claude --bg`. User-invoked.
|
||||
|
||||
@@ -0,0 +1,18 @@
|
||||
---
|
||||
name: claude-handoff
|
||||
description: Hand the current conversation off to a fresh background agent that picks up the work immediately.
|
||||
argument-hint: "What will the next session be used for?"
|
||||
disable-model-invocation: true
|
||||
---
|
||||
|
||||
Write a handoff summary of the current conversation so a fresh agent can continue the work. Instead of saving it, launch a background agent seeded with the summary as its prompt: `claude --bg --name "<descriptive name>" "<handoff summary>"`. It starts in the current working directory and returns immediately; the user manages it with `claude agents`.
|
||||
|
||||
Always pass `-n`/`--name` with a descriptive name (e.g. `--name "Fix login bug"`) — it sets the display name shown in the job list, session picker, and terminal title.
|
||||
|
||||
Include a "suggested skills" section in the summary, which suggests skills that the agent should invoke.
|
||||
|
||||
Do not duplicate content already captured in other artifacts (PRDs, plans, ADRs, issues, commits, diffs). Reference them by path or URL instead.
|
||||
|
||||
Redact any sensitive information, such as API keys, passwords, or personally identifiable information — the summary becomes the agent's prompt.
|
||||
|
||||
If the user passed arguments, treat them as a description of what the next session will focus on and tailor the summary accordingly.
|
||||
@@ -1,103 +0,0 @@
|
||||
---
|
||||
name: decision-mapping
|
||||
description: Turn a loose idea into a sequenced map of investigation tickets, then drive them to resolution one at a time.
|
||||
disable-model-invocation: true
|
||||
---
|
||||
|
||||
This skill is invoked when a loose idea requires more than one agent session to turn into a plan. It creates a stateful decision map in a markdown file, and drives the user through a sequence of tickets to resolve the open questions - which may require either prototyping, research or grilling.
|
||||
|
||||
## The Decision Map
|
||||
|
||||
The decision map is a single compact Markdown file, one per planning effort, git-tracked alongside the project. It is the canonical artifact — the **whole map is loaded as context into every session**, so it must stay compact.
|
||||
|
||||
Assets created during tickets should be linked to from the map, not duplicated within it.
|
||||
|
||||
### Structure
|
||||
|
||||
Entries ("tickets"), each its own section keyed by a short dash-case slug that
|
||||
reads as a mini-title (e.g. `relational-db`, `auth-strategy`, `cache-layer`) —
|
||||
terse enough to stay token-efficient, and unique within the map.
|
||||
|
||||
```markdown
|
||||
## relational-db: Relational Or Non-Relational Database?
|
||||
|
||||
Blocked by: <slug>, <slug>
|
||||
Status: open | in-progress | resolved
|
||||
Type: Research | Prototype | Grilling
|
||||
|
||||
### Question
|
||||
|
||||
<question-here>
|
||||
|
||||
### Answer
|
||||
|
||||
<answer-here>
|
||||
```
|
||||
|
||||
The slug is the canonical id, used in every `Blocked by` edge and prose
|
||||
reference; the title after the colon is optional. A ticket
|
||||
is **unblocked** when every ticket in its `Blocked by` list is `resolved`. A
|
||||
session **claims** its ticket by setting `Status: in-progress` and saving the map
|
||||
before any work, so concurrent sessions skip it.
|
||||
|
||||
Each ticket must be sized to one 100K token agent session.
|
||||
|
||||
## Ticket Types
|
||||
|
||||
There are three types of tickets:
|
||||
|
||||
- **Research**: Reading documentation, third-party API's, or local resources like knowledge bases. Creates a markdown summary as an asset. Use this when knowledge outside the current working directory is required.
|
||||
- **Prototype**: Writing UI or logic code to test a hypothesis, or to explore a design space. Uses the /prototype skill. Creates a prototype as an asset. Use this when "how should it look" or "how should it behave" is the key question.
|
||||
- **Grilling**: Conversation with the agent. Uses the /grilling and /domain-modeling skills. Asks one question at a time. The default case.
|
||||
|
||||
## Fog of war
|
||||
|
||||
The map is _deliberately_ incomplete beyond the frontier. Your job is to investigate the frontier, and to resolve tickets in order to push the frontier forward. Push back the fog of war, one node at a time — until the path to the finish line is clear and no tickets remain.
|
||||
|
||||
## Invocation
|
||||
|
||||
Two branches. Either way, **every session ends with a [Handoff](#handoff)** — never resolve more than one ticket per session.
|
||||
|
||||
### Create the map
|
||||
|
||||
User invokes with a loose idea.
|
||||
|
||||
1. Run a `/grilling` and `/domain-modeling` session to surface the open decisions. Ask one question at a time.
|
||||
2. Write a new decision map — mostly fog, frontier identified, trivially-decidable entries resolved inline.
|
||||
3. Handoff. Map-building is one session's work; do not also resolve tickets.
|
||||
|
||||
### Work through the map
|
||||
|
||||
User invokes with a path to an existing map. A ticket slug is **optional** — without one, you pick the next decision, not the user.
|
||||
|
||||
1. Load the **whole map** as context.
|
||||
2. Choose the ticket. If the user named one, use it. Otherwise pick the first `open` ticket in document order that is [unblocked](#structure). [Claim it](#structure): set `Status: in-progress` and save before any work.
|
||||
3. Resolve it, invoking skills as needed. If in doubt, use `/grilling` and `/domain-modeling`.
|
||||
4. Record the answer in the ticket's body and set `Status: resolved`.
|
||||
5. Add newly-discovered tickets with correct `Blocked by` edges. If the decisions made invalidate other parts of the map, update or delete those nodes.
|
||||
6. Handoff.
|
||||
|
||||
The user may run unblocked tickets in parallel, so expect other agents to be editing the map in their own sessions.
|
||||
|
||||
## Handoff
|
||||
|
||||
End every session by clearing the context and opening one or more fresh sessions. Close with a **Next steps** block the user can copy-paste. Two cases:
|
||||
|
||||
**Open tickets remain.** List the currently-unblocked tickets, then give two copy-paste options: a bare command for one session (you pick the next ticket), and one pinned command per unblocked ticket for running them in parallel. Paste one line per fresh window — opening one, some, or all of them.
|
||||
|
||||
> **Next steps** — 3 tickets unblocked: `auth-strategy`, `cache-layer`, `rate-limits`.
|
||||
> Clear the context, then open fresh sessions.
|
||||
>
|
||||
> **One session** — resolves the next unblocked ticket:
|
||||
> ```
|
||||
> Invoke /decision-mapping with the map at <path>.
|
||||
> ```
|
||||
>
|
||||
> **Parallel** — paste one line per window, up to all 3:
|
||||
> ```
|
||||
> Invoke /decision-mapping with the map at <path>, ticket auth-strategy.
|
||||
> Invoke /decision-mapping with the map at <path>, ticket cache-layer.
|
||||
> Invoke /decision-mapping with the map at <path>, ticket rate-limits.
|
||||
> ```
|
||||
|
||||
**No open tickets remain.** The fog is pushed back far enough that the path to the finish line is clear — the map is done. (The initial grilling may also surface no fog at all, in which case there was never a map to build.) Recommend implementing directly, or using `/to-prd` to schedule a multi-session implementation.
|
||||
@@ -0,0 +1,126 @@
|
||||
---
|
||||
name: wayfinder
|
||||
description: Plan a huge chunk of work — more than one agent session can hold — as a shared map of investigation tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.
|
||||
---
|
||||
|
||||
A loose idea has arrived — too big for one agent session, and wrapped in fog: the way from here to the **destination** isn't visible yet. Wayfinding is about finding that way, not charging at the destination. This skill charts the way as a **shared map** on the repo's issue tracker, then works its tickets one at a time until the route is clear.
|
||||
|
||||
The destination varies per effort, and naming it is the first act of charting — it shapes every ticket. It might be a spec to hand off and iterate on, a decision to lock before planning starts, or a change made in place like a data-structure migration. The map is domain-agnostic — engineering work, course content, whatever fits the shape.
|
||||
|
||||
## Plan, don't do
|
||||
|
||||
Wayfinder is **planning** by default: each ticket resolves a decision, and the map is done when the way is clear — nothing left to decide before someone goes and does the thing. The pull to just do the work is usually the signal you've reached the edge of the map and it's time to hand off. An effort can override this in its **Notes** — carrying execution into the map itself — but absent that, produce decisions, not deliverables.
|
||||
|
||||
## Refer by name
|
||||
|
||||
Every map and ticket is an issue, so it has a **name** — its title. In everything the human reads — narration, the map's Decisions-so-far — refer to it by that name, never by a bare id, number, or slug. A wall of `#42, #43, #44` is illegible; names read at a glance. The id and URL don't vanish — a name wraps its link — but they ride *inside* the name, never stand in for it.
|
||||
|
||||
## The Map
|
||||
|
||||
The map is a single issue on this repo's issue tracker, labelled `wayfinder:map` — the canonical artifact. Its tickets are child issues of the map.
|
||||
|
||||
The map is an **index**, not a store. It lists the decisions made and points at the tickets that hold their detail; a decision lives in exactly one place — its ticket — so the map never restates it, only gists it and links.
|
||||
|
||||
**Where the map, its child tickets, blocking, and frontier queries physically live is tracker-specific.** Consult `docs/agents/issue-tracker.md` (the "Wayfinding operations" section) for how _this_ repo expresses them. If that doc is absent, default to the local-markdown tracker.
|
||||
|
||||
### The map body
|
||||
|
||||
The whole map at low resolution, loaded once per session. Open tickets are **not** listed — they are open child issues, found by query.
|
||||
|
||||
```markdown
|
||||
## Destination
|
||||
|
||||
<what reaching the end of this map looks like — the spec, decision, or change this effort is finding its way to. One or two lines; every session orients to it before choosing a ticket.>
|
||||
|
||||
## Notes
|
||||
|
||||
<domain; skills every session should consult; standing preferences for this effort>
|
||||
|
||||
## Decisions so far
|
||||
|
||||
<!-- the index — one line per closed ticket: enough to judge relevance, then zoom the link for the detail the ticket holds -->
|
||||
|
||||
- [<closed ticket title>](link) — <one-line gist of the answer>
|
||||
|
||||
## Not yet specified
|
||||
|
||||
<!-- see "Fog of war": in-scope fog you can't ticket yet; graduates as the frontier advances -->
|
||||
|
||||
## Out of scope
|
||||
|
||||
<!-- see "Out of scope": work ruled beyond the destination; closed, never graduates -->
|
||||
```
|
||||
|
||||
### Tickets
|
||||
|
||||
Each ticket is a **child issue** of the map; the tracker's issue id is its identity. Its body is the question, sized to one 100K token agent session:
|
||||
|
||||
```markdown
|
||||
## Question
|
||||
|
||||
<the decision or investigation this ticket resolves>
|
||||
```
|
||||
|
||||
Each ticket carries a `wayfinder:<type>` label — one of `research`, `prototype`, `grilling`, `task` (see [Ticket Types](#ticket-types)).
|
||||
|
||||
A session **claims** a ticket by assigning it to the dev driving the map, **first**, before any work, so concurrent sessions skip it. That assignee _is_ the claim: an open, unassigned ticket is unclaimed.
|
||||
|
||||
Blocking uses the tracker's **native** dependency relationship — essential because it renders the frontier _visually_ in the tracker's own UI, so the human sees what's takeable without opening the map. Only a tracker that lacks native blocking falls back to a body convention. A ticket is **unblocked** when every ticket blocking it is closed; the **frontier** is the open, unblocked, unclaimed children — the edge of the known.
|
||||
|
||||
The answer isn't part of the body — it's recorded on resolution (see [Work through the map](#work-through-the-map)). Assets created while resolving a ticket are linked from the issue, not pasted in.
|
||||
|
||||
## Ticket Types
|
||||
|
||||
Every ticket is either **HITL** — human in the loop, worked *with* a human who speaks for themselves — or **AFK**, driven by the agent alone. A HITL ticket only resolves through that live exchange; the agent never stands in for the human's side of it (a grilling agent that answers its own questions has broken this).
|
||||
|
||||
- **Research** (AFK): Reading documentation, third-party APIs, or local resources like knowledge bases. Creates a markdown summary as a linked asset. Use when knowledge outside the current working directory is required.
|
||||
- **Prototype** (HITL): Raise the fidelity of the discussion by making a cheap, rough, concrete artifact to react to — an outline, a rough take, a stub, or UI/logic code via the /prototype skill. Links the prototype as an asset. Use when "how should it look" or "how should it behave" is the key question.
|
||||
- **Grilling** (HITL): Conversation via the /grilling and /domain-modeling skills, one question at a time. The default case.
|
||||
- **Task** (HITL or AFK): Manual work that must happen before a *decision* can be made — nothing to decide, prototype, or research, but the discussion is blocked until it's done. Signing up for a service so its API can be judged, provisioning access, moving data so its shape can be seen. This is the one type that *does* rather than decides — and it earns its place by unblocking a decision, not by delivering the destination. The agent drives it alone where it can (AFK); otherwise it hands the human a precise checklist (HITL). Resolved when the work is done; the answer records what was done and any resulting facts (credentials location, new URLs, row counts) later tickets depend on.
|
||||
|
||||
## Fog of war
|
||||
|
||||
The map is _deliberately_ incomplete: don't chart what you can't yet see. Beyond the live tickets lies the **fog of war** — the dim view of decisions and investigations you can tell are coming but can't yet pin down, because they hang on questions still open. Resolving a ticket clears the fog ahead of it, graduating whatever's now specifiable into fresh tickets — one at a time, until the way to the destination is clear and no tickets remain.
|
||||
|
||||
The map's **Not yet specified** section is where that dim view is written down: the suspected question, the area to revisit later. It's the undiscovered frontier _toward_ the destination — everything here is in scope, just not sharp enough to ticket. Write as loosely or as fully as the view allows; it doubles as a signpost for collaborators reading where the effort is headed.
|
||||
|
||||
**Fog or ticket?** The test is whether you can state the question precisely now — _not_ whether you can answer it now.
|
||||
|
||||
- **Ticket when** the question is already sharp — even if it's blocked and you can't act on it yet.
|
||||
- **Not yet specified when** you can't yet phrase it that sharply. Don't pre-slice the fog into ticket-sized pieces: it's coarser than a ticket, and one patch may graduate into several tickets, or none, once the frontier reaches it.
|
||||
|
||||
**Not yet specified** excludes what's already decided (Decisions so far), what's already a live ticket, and what's out of scope (the next section).
|
||||
|
||||
## Out of scope
|
||||
|
||||
Fog only ever gathers _toward_ the destination. The destination fixes the scope, so work beyond it is **out of scope** — it isn't fog, and it doesn't belong in **Not yet specified**. It gets its own **Out of scope** section on the map: work you've consciously ruled out of _this_ effort. Scope, not sharpness, lands it here.
|
||||
|
||||
Out-of-scope work never graduates — the frontier stops at the destination — so it returns only if the destination is redrawn, and then as a fresh effort, not a resumption.
|
||||
|
||||
Ruling something out of scope is a scoping act, not a step on the route. When a ticket that already exists turns out to sit past the destination — mis-scoped in while charting, or exposed by a resolution — **close it** (a closed ticket is unambiguously off the frontier) and leave one line in the **Out of scope** section: the gist plus why it's out of scope, linking the closed ticket. It stays out of **Decisions so far**, which records the route actually walked — a scope boundary isn't a step on it.
|
||||
|
||||
## Invocation
|
||||
|
||||
Two modes. Either way, **never resolve more than one ticket per session.**
|
||||
|
||||
### Chart the map
|
||||
|
||||
User invokes with a loose idea.
|
||||
|
||||
1. **Name the destination.** Run a `/grilling` and `/domain-modeling` session to pin down what this map is finding its way to — the spec, decision, or change. The destination fixes the scope, so it's settled first.
|
||||
2. **Map the frontier.** Grill again, **breadth-first** this time: fan out across the whole space rather than deep on any one thread, surfacing the open decisions and the first steps takeable now. **If this surfaces no fog** — the way to the destination is already clear, the whole journey small enough for one session — you don't need a map. Stop and ask the user how they'd like to proceed.
|
||||
3. **Create the map** (label `wayfinder:map`): Destination and Notes filled in, Decisions-so-far empty, the fog sketched into **Not yet specified**.
|
||||
4. **Create the tickets you can specify now** as child issues of the map — then wire blocking edges in a **second pass** (issues need ids before they can reference each other). Wiring sorts them into the frontier and the blocked; everything you can't yet specify stays in the fog — the **Not yet specified** section.
|
||||
5. Stop — charting the map is one session's work; do not also resolve tickets.
|
||||
|
||||
### Work through the map
|
||||
|
||||
User invokes with a map (URL or number). A ticket is **optional** — without one, you pick the next decision, not the user.
|
||||
|
||||
1. Load the **map** — the low-res view, not every ticket body.
|
||||
2. Choose the ticket. If the user named one, use it. Otherwise take the first frontier ticket in order. **Claim it**: assign it to yourself before any work.
|
||||
3. Resolve it — **zoom as needed**: fetch the full body of any related or closed ticket on demand; invoke the skills the `## Notes` block names. If in doubt, use `/grilling` and `/domain-modeling`.
|
||||
4. Record the resolution: post the answer as a **resolution comment**, **close** the issue, and **append a context pointer** to the map's Decisions-so-far.
|
||||
5. Add newly-surfaced tickets (create-then-wire); graduate any fog the answer has made specifiable, clearing each graduated patch from **Not yet specified** so it lives only as its new ticket. If the answer reveals a ticket — this one or another — sits beyond the destination, **rule it out of scope** rather than resolving it on the route. If the decision invalidates other parts of the map, update or delete those tickets.
|
||||
|
||||
The user may run unblocked tickets in parallel, so expect other sessions to be editing the tracker concurrently.
|
||||
@@ -1,6 +1,6 @@
|
||||
# Misc
|
||||
|
||||
Tools I keep around but rarely use.
|
||||
Tools I keep around but rarely use — not promoted in the plugin.
|
||||
|
||||
- **[git-guardrails-claude-code](./git-guardrails-claude-code/SKILL.md)** — Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, etc.) before they execute.
|
||||
- **[migrate-to-shoehorn](./migrate-to-shoehorn/SKILL.md)** — Migrate test files from `as` type assertions to @total-typescript/shoehorn.
|
||||
|
||||
@@ -1,10 +1,12 @@
|
||||
---
|
||||
name: grilling
|
||||
description: Interview the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phrases.
|
||||
description: Grill the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phrases.
|
||||
---
|
||||
|
||||
Interview me relentlessly about every aspect of this plan until we reach a shared understanding. Walk down each branch of the design tree, resolving dependencies between decisions one-by-one. For each question, provide your recommended answer.
|
||||
|
||||
Ask the questions one at a time, waiting for feedback on each question before continuing. Asking multiple questions at once is bewildering.
|
||||
|
||||
If a question can be answered by exploring the codebase, explore the codebase instead.
|
||||
If a *fact* can be found by exploring the codebase, look it up rather than asking me. The *decisions*, though, are mine — put each one to me and wait for my answer.
|
||||
|
||||
Do not enact the plan until I confirm we have reached a shared understanding.
|
||||
|
||||
@@ -158,6 +158,12 @@ _Failure mode._ Ending the current step before it is genuinely done, because the
|
||||
|
||||
_Avoid_: premature closure, the rush, rushing, shortcutting
|
||||
|
||||
### Negation
|
||||
|
||||
_Failure mode._ Steering by prohibition — telling the agent what _not_ to do — which drags the forbidden behaviour into context and makes it _more_ available, not less. _Don't think of an elephant_, and the elephant is all there is; _never write verbose comments_, and verbosity is the pattern the agent has just read. The negation is a weak modifier the strongly-activated concept overruns, so the ban half-reads as an instruction to do the thing. Its **leading word** is the _elephant_: whatever a prohibition names into the frame. Cure: prompt the **positive** — describe the target behaviour ("write one-line comments") so the banned one is never spoken. A prohibition earns its place only as a hard guardrail on a behaviour you cannot phrase positively; even then, pair it with the positive target so attention lands on what to do.
|
||||
|
||||
_Avoid_: ironic rebound, don't-prompting, the pink elephant
|
||||
|
||||
## Pruning
|
||||
|
||||
Keeping a skill lean — each remedy paired with the failure it cures.
|
||||
|
||||
@@ -80,3 +80,4 @@ Use these to diagnose issues the user may be having with the skill.
|
||||
- **Sediment** — stale layers that settle because adding feels safe and removing feels risky. The default fate of any skill without a pruning discipline.
|
||||
- **Sprawl** — a skill simply too long, even when every line is live and unique. Hurts readability and maintainability and wastes tokens. The cure is the ladder: disclose **reference** behind pointers, and split by **branch** or sequence so each path carries only what it needs.
|
||||
- **No-op** — a line the model already obeys by default, so you pay load to say nothing. The test: does it change behaviour versus the default? A weak leading word (_be thorough_ when the agent is already thorough-ish) is a no-op; the fix is a stronger word (_relentless_), not a different technique.
|
||||
- **Negation** — steering by prohibition backfires: _don't think of an elephant_ names the elephant and makes it more available, not less. Prompt the **positive** — state the target behaviour so the banned one is never spoken; keep a prohibition only as a hard guardrail you can't phrase positively, and even then pair it with what to do instead.
|
||||
|
||||
Reference in New Issue
Block a user