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Matt PocockandClaude Opus 4.8 f03f29de1a refactor(to-tickets): cut the two-readings explainer from SKILL.md
It documented what the skill does rather than steering the agent — the
publish mechanics it described are already Step 5's instructions, and the
conceptual framing already lives in ask-matt and the docs page.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 11:09:24 +01:00
Matt PocockandClaude Opus 4.8 80f81751b7 refactor(to-tickets): prune no-ops from the two-readings intro
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 11:07:27 +01:00
Matt PocockandClaude Opus 4.8 d86964cda3 refactor: unify planning skills into /to-spec + /to-tickets
Executes the `unify-to-tickets` decision (personal-wiki #23), reworking
this PR from "add /to-plan" into the full planning-skills unification.

- Rename /to-prd → /to-spec. "spec" is now the single through-line term
  (the skill still opens with "you may know this document as a PRD" for
  discoverability).
- Merge /to-plan + /to-issues into one /to-tickets skill; delete
  /to-issues. /to-tickets emits a set of tickets, each declaring its
  blocking edges — one medium-agnostic artifact that reads as a
  sequential plan (local `tickets.md`, edges as text) or a parallelizable
  DAG (real tracker, native blocking links). The edges live in the ticket
  either way; the medium only decides whether anything acts on them in
  parallel.
- ask-matt now routes idea → /to-spec → /to-tickets → /implement.
- Sweep every cross-reference (docs pages, chain diagrams, CONTEXT.md,
  ADRs, .agents, setup templates) to the new names and vocabulary.
- Rewrite the changeset to describe the unification.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 10:53:40 +01:00
Matt Pocock aa713f41fe Merge origin/main into to-plan-skill 2026-07-02 10:48:32 +01:00
Matt PocockandGitHub c6b033e93a Merge pull request #420 from mattpocock/wayfinder-branch-terminology
fix(wayfinder): rename "Two branches" to "Two modes"
2026-07-02 09:57:03 +01:00
Matt PocockandClaude Opus 4.8 cb51924fbe fix(wayfinder): rename "Two branches" to "Two modes"
The word "branch" in the Invocation section primes git-aware agents
(Sonnet, GPT-5.5) to create git branches when running the skill,
littering established environments with per-session branches that then
have to be merged. Nothing here refers to git — the two "branches" are
the two invocation modes (chart the map / work through it). Rename to
"modes" to remove the false cue.

Fixes #418

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 09:51:01 +01:00
Matt PocockandGitHub ab6ef44652 Merge pull request #419 from mattpocock/wayfinder-map-is-index
refactor(wayfinder): make the map an index, not a store
2026-07-02 09:47:36 +01:00
Matt PocockandClaude Opus 4.8 927293589b refactor(wayfinder): make the map an index, not a store
State the no-duplication contract up front with a leading word: the map
indexes decisions and points at the tickets that hold them; a decision
lives in exactly one place — its ticket — so the map only gists and links.

Also close a fog-vs-ticket duplication: graduating fog into a ticket now
clears the graduated patch from the Fog.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 09:45:58 +01:00
Matt PocockandGitHub 7687025249 Merge pull request #413 from mattpocock/wayfinder-collaborative-tracker
feat(wayfinder): make the map collaborative via the issue tracker
2026-07-02 09:39:26 +01:00
Matt PocockandClaude Opus 4.8 2ba3bd848f refactor(wayfinder): fog-vs-ticket test as a list
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-02 09:38:48 +01:00
Matt PocockandClaude Opus 4.8 198efb1958 refactor(wayfinder): clarify fog-vs-ticket boundary
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-02 09:36:40 +01:00
Matt PocockandClaude Opus 4.8 039820a47d refactor(wayfinder): loosen fog length, dedup fog guidance
Drop the "one-liner" constraint — fog entries can be as loose or full as
the view allows. Point the map template's Fog comment at the Fog-of-war
section instead of restating it, and remove the duplicated "not a ticket"
now that the keep-out clause covers it.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 09:32:17 +01:00
Matt PocockandClaude Opus 4.8 d49cd08a11 docs(wayfinder): spell out what goes in the map's Fog section
The Fog-of-war section explained the loop but not the content. Add
explicit inclusion/exclusion guidance: dim decisions/investigations
coming but not yet specifiable, as rough one-liners — not what's already
decided (Decisions so far) or actionable now (a ticket).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 09:30:26 +01:00
Matt PocockandClaude Opus 4.8 46be3d60a0 feat(wayfinder): add explicit map and ticket body templates
Show the map body (Notes / Decisions so far / Fog) and the ticket body
(Question) as literal markdown templates instead of describing them in
prose, so a charting session reproduces the same shape every run. The
template carries the structure; surrounding prose trimmed to avoid
restating the zone list.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 09:27:46 +01:00
Matt PocockandClaude Opus 4.8 e2d606b9fc refactor(wayfinder): aggressive duplication pass
Single-source the frontier and fog definitions. The Tickets section owns
"frontier"; Fog-of-war owns the loop and terminal condition. Remove the
frontier re-definition and fog-nature restatement from Fog-of-war, the
duplicated frontier criteria from the work sequence, the repeated "way to
the goal is clear" from the intro, the "low resolution" restatement, and
the clear-context prose that its own example already shows.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 09:22:47 +01:00
Matt PocockandClaude Opus 4.8 1e5074a1e2 refactor(wayfinder): pruning pass — cut no-ops and duplication
Drop the "shared artifact, not a private file" sentence and the "one URL
the whole team reads" restatement (no-ops the agent obeys by default).
Fold Chart step 4 into step 3 — "don't chart what you can't see" already
lives in the Fog of war section (single source of truth).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 09:18:54 +01:00
Matt PocockandClaude Opus 4.8 5c3c49df1a feat(wayfinder): make the map collaborative via the issue tracker
Move the map off a local Markdown file and onto the repo's configured
issue tracker. The map is a single wayfinder:map issue whose tickets are
its child issues — one shared URL the team can watch and comment on.

Blocking, claiming (wayfinder:claimed), and the frontier query use native
tracker semantics; a session loads the map at low resolution (Notes +
per-closed-ticket context pointers + Fog prose) and zooms into tickets on
demand. Per-tracker mechanics live behind the docs/agents/issue-tracker.md
pointer, so setup-matt-pocock-skills seeds a "Wayfinding operations"
section for GitHub, GitLab, and local-markdown; absent that doc, Wayfinder
defaults to local-markdown.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-01 20:28:48 +01:00
Matt PocockandGitHub 7a83a3a682 Merge pull request #412 from mattpocock/rename-decision-mapping-to-wayfinding
Rename decision-mapping skill to wayfinder
2026-07-01 19:51:33 +01:00
Matt PocockandClaude Opus 4.8 de7f02e2b1 refactor(wayfinder): neutralize intro, drop persona framing
Remove the "You are the Wayfinder" second-person persona from the intro,
description, and README so the agent doesn't adopt a persona. Keep the
leading-word frame (chart / fog / frontier / map); wayfinder stays only as
the skill/invocation name.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-01 19:51:05 +01:00
Matt PocockandClaude Opus 4.8 01f0b7e11a refactor(wayfinder): invoke as /wayfinder, not /wayfinding
The persona is the Wayfinder; the invocation should match. Rename the
folder and skill name to wayfinder and update the invocation examples,
README link, and changeset. "wayfinding" stays only as the activity noun.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-01 19:48:33 +01:00
Matt PocockandClaude Opus 4.8 4027ea6afd refactor(decision-mapping): rename to wayfinding
Reframe the planning skill around the Wayfinder persona — chart a route
through a foggy problem, resolving tickets one at a time until the way to
the goal is clear. "Decision map" was jargony and inaccurate (only 1 of 4
ticket types is a decision).

Rename the folder and skill name, rewrite the description and framing, and
prune: unify node->ticket, bind "frontier" to the unblocked set, drop the
duplicated "one question at a time" (owned by /grilling), trim intro no-ops.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-01 19:47:01 +01:00
Matt PocockandClaude Opus 4.8 178d84849f refactor(to-plan,to-issues): prune no-ops in vertical-slice framing
Fold the redundant 'thin vertical slice cuts through all layers, NOT
horizontal' intro sentence into vertical-slice-rules bullet 1 (it was
duplicating the bullet), and cut to-plan's 'no parallelism / top-to-bottom'
restatement — 'sequential' is already anchored as the leading word. Keeps
the shared core identical across the two sibling skills.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-01 16:47:28 +01:00
Matt PocockandClaude Opus 4.8 90945a1969 feat(to-plan): add sequential plan skill
Add a user-invoked `to-plan` skill — the sequential, HITL sibling of
`to-issues`. Both slice work into tracer-bullet vertical slices, but
`to-plan` produces one ordered sequence you drive by hand, one phase per
fresh context, rather than parallel independently-grabbable issues.

It publishes to the tracker `/setup-matt-pocock-skills` configured, shaped
to it: a single sequential `plan.md` for a local tracker, or a parent
issue with ordered sub-issues (native sub-issues where supported) for a
real one.

Registers the skill everywhere CLAUDE.md requires (plugin.json, top-level
and bucket READMEs, docs page), updates the `ask-matt` router's main-flow
fork to offer both to-issues and to-plan, and adds a changeset.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-01 16:41:17 +01:00
Matt PocockandGitHub b38badf709 Merge pull request #408 from mattpocock/chore/implement-public-skill
chore: add implement skill to public plugin set
2026-07-01 16:30:41 +01:00
41 changed files with 472 additions and 356 deletions
@@ -4,7 +4,7 @@ Engineering skills depend on per-repo config (issue tracker, triage label vocabu
We split these into **hard-dependency** and **soft-dependency** skills: We split these into **hard-dependency** and **soft-dependency** skills:
- **Hard dependency** (`to-issues`, `to-prd`, `triage`) — include an explicit one-liner: _"… should have been provided to you — run `/setup-matt-pocock-skills` if not."_ Without the mapping, output is wrong, not just fuzzy. - **Hard dependency** (`to-tickets`, `to-spec`, `triage`) — include an explicit one-liner: _"… should have been provided to you — run `/setup-matt-pocock-skills` if not."_ Without the mapping, output is wrong, not just fuzzy.
- **Soft dependency** (`diagnose`, `tdd`, `improve-codebase-architecture`) — reference "the project's domain glossary" and "ADRs in the area you're touching" in vague prose only. If the docs aren't there, the skill still works; output is just less sharp. - **Soft dependency** (`diagnose`, `tdd`, `improve-codebase-architecture`) — reference "the project's domain glossary" and "ADRs in the area you're touching" in vague prose only. If the docs aren't there, the skill still works; output is just less sharp.
The split keeps soft-dependency skills token-light and avoids cargo-culting the setup pointer into places where it isn't load-bearing. The split keeps soft-dependency skills token-light and avoids cargo-culting the setup pointer into places where it isn't load-bearing.
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@@ -30,7 +30,7 @@ npx skills update <name>
## What it does ## What it does
One or two plain-language paragraphs. Lead with the skill's one-sentence job, then state the **defining constraint** — the single fact that makes this skill behave differently from the obvious default (for `to-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. One or two plain-language paragraphs. Lead with the skill's one-sentence job, then state the **defining constraint** — the single fact that makes this skill behave differently from the obvious default (for `to-spec`: it does not interview the user again, it synthesises what is already known). Write it as a plain declarative sentence — never a labelled aside like "The defining constraint:" or "The key thing:"; the formula reads as filler. This line is the most valuable on the page; never omit it.
## When to reach for it ## When to reach for it
@@ -41,7 +41,7 @@ How and when you reach for the skill — two beats, both effectively always pres
## Prerequisites ## Prerequisites
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. 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-spec`/`to-tickets` 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.
## <free-form middle> ## <free-form middle>
@@ -51,13 +51,13 @@ The single non-negotiable: **surface the skill's leading word / defining idea**
## It's working if ## It's working if
Optional. A short, checkable list of the observable signals that tell the reader the skill is actually doing its job — what they should see when it fires, and by absence when it hasn't. Include it when a skill has crisp tells (e.g. `to-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. Optional. A short, checkable list of the observable signals that tell the reader the skill is actually doing its job — what they should see when it fires, and by absence when it hasn't. Include it when a skill has crisp tells (e.g. `to-spec` writes without re-interviewing you; a leading word reappearing in the trace); omit the heading when the signals are vague. A few bullets, no more.
## Where it fits ## Where it fits
Always present. Situate the skill in the system in a sentence or two: Always present. Situate the skill in the system in a sentence or two:
- **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. - **Role.** Name it: a **chain step** (`grill-with-docs → to-spec → to-tickets → 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.
- **Neighbours.** The one or two siblings that matter, each with a because-clause, linked absolutely. - **Neighbours.** The one or two siblings that matter, each with a because-clause, linked absolutely.
- **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. - **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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@@ -0,0 +1,10 @@
---
"mattpocock-skills": minor
---
Unify the planning skills. **`to-prd` is renamed to `to-spec`** — "spec" is now the single through-line term (it still opens with "you may know this document as a PRD" for discoverability). **`to-plan` and `to-issues` are merged into one `to-tickets` skill, and `to-issues` is deleted.**
`to-tickets` breaks a plan, spec, or conversation into a set of **tickets** — tracer-bullet vertical slices, each declaring its **blocking edges**. That one artifact reads two ways depending on the tracker `/setup-matt-pocock-skills` configured: a **local file** (`tickets.md`) writes the edges as text and you work it top-to-bottom by hand; a **real tracker** writes them as native blocking links, so any ticket whose blockers are done is on the frontier and several agents can run at once. The edges live in the ticket either way — the medium only decides whether anything acts on them in parallel.
`ask-matt`'s main flow now routes `idea → /to-spec → /to-tickets → /implement`, and there are human-facing docs pages at `docs/engineering/to-spec.md` and `docs/engineering/to-tickets.md`.
</content>
@@ -0,0 +1,9 @@
---
"mattpocock-skills": minor
---
Make **`wayfinder`** collaborative by moving the map off a local Markdown file and onto the repo's issue tracker.
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.
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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@@ -0,0 +1,7 @@
---
"mattpocock-skills": minor
---
Make **`wayfinder`**'s no-duplication contract explicit: the map is an **index**, not a store.
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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@@ -0,0 +1,9 @@
---
"mattpocock-skills": minor
---
Rename the **`decision-mapping`** skill to **`wayfinder`**, invoked as `/wayfinder`.
"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.
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.
+2 -2
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@@ -8,8 +8,8 @@
"./skills/engineering/improve-codebase-architecture", "./skills/engineering/improve-codebase-architecture",
"./skills/engineering/setup-matt-pocock-skills", "./skills/engineering/setup-matt-pocock-skills",
"./skills/engineering/tdd", "./skills/engineering/tdd",
"./skills/engineering/to-issues", "./skills/engineering/to-spec",
"./skills/engineering/to-prd", "./skills/engineering/to-tickets",
"./skills/engineering/implement", "./skills/engineering/implement",
"./skills/engineering/prototype", "./skills/engineering/prototype",
"./skills/engineering/domain-modeling", "./skills/engineering/domain-modeling",
@@ -4,7 +4,7 @@
## Why this is out of scope ## Why this is out of scope
Every issue-tracker backend hard-codes a CLI shape into the skills (commands, flags, output parsing). Each new backend is permanent maintenance surface — it has to keep working as the tool's CLI evolves, and it has to keep being tested against `/to-prd`, `/to-issues`, `/triage`, and friends. That cost is only worth paying for trackers a meaningful fraction of users actually have. Every issue-tracker backend hard-codes a CLI shape into the skills (commands, flags, output parsing). Each new backend is permanent maintenance surface — it has to keep working as the tool's CLI evolves, and it has to keep being tested against `/to-spec`, `/to-tickets`, `/triage`, and friends. That cost is only worth paying for trackers a meaningful fraction of users actually have.
"Mainstream" is a judgment call, not a numeric bar: "Mainstream" is a judgment call, not a numeric bar:
+2 -2
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@@ -5,11 +5,11 @@ A collection of agent skills (slash commands and behaviors) loaded by Claude Cod
## Language ## Language
**Issue tracker**: **Issue tracker**:
The tool that hosts a repo's issues — GitHub Issues, Linear, a local `.scratch/` markdown convention, or similar. Skills like `to-issues`, `to-prd`, `triage`, and `qa` read from and write to it. The tool that hosts a repo's issues — GitHub Issues, Linear, a local `.scratch/` markdown convention, or similar. Skills like `to-tickets`, `to-spec`, `triage`, and `qa` read from and write to it.
_Avoid_: backlog manager, backlog backend, issue host _Avoid_: backlog manager, backlog backend, issue host
**Issue**: **Issue**:
A single tracked unit of work inside an **Issue tracker** — a bug, task, PRD, or slice produced by `to-issues`. A single tracked unit of work inside an **Issue tracker** — a bug, task, spec, or slice produced by `to-tickets`.
_Avoid_: ticket (use only when quoting external systems that call them tickets) _Avoid_: ticket (use only when quoting external systems that call them tickets)
**Triage role**: **Triage role**:
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@@ -131,7 +131,7 @@ For debugging, I've also built a **[`/diagnosing-bugs`](./skills/engineering/dia
This is built in to every layer of these skills: This is built in to every layer of these skills:
- [`/to-prd`](./skills/engineering/to-prd/SKILL.md) quizzes you about which modules you're touching before creating a PRD - [`/to-spec`](./skills/engineering/to-spec/SKILL.md) quizzes you about which modules you're touching before creating a spec
And crucially, [`/improve-codebase-architecture`](./skills/engineering/improve-codebase-architecture/SKILL.md) helps you rescue a codebase that has become a ball of mud. I recommend running it on your codebase once every few days. And crucially, [`/improve-codebase-architecture`](./skills/engineering/improve-codebase-architecture/SKILL.md) helps you rescue a codebase that has become a ball of mud. I recommend running it on your codebase once every few days.
@@ -154,8 +154,8 @@ Skills I use daily for code work.
- **[triage](./skills/engineering/triage/SKILL.md)** — Move issues through a state machine of triage roles. - **[triage](./skills/engineering/triage/SKILL.md)** — Move issues through a state machine of triage roles.
- **[improve-codebase-architecture](./skills/engineering/improve-codebase-architecture/SKILL.md)** — Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick. - **[improve-codebase-architecture](./skills/engineering/improve-codebase-architecture/SKILL.md)** — Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
- **[setup-matt-pocock-skills](./skills/engineering/setup-matt-pocock-skills/SKILL.md)** — Configure this repo for the engineering skills (issue tracker, triage labels, domain doc layout). Run once per repo before using the other engineering skills. - **[setup-matt-pocock-skills](./skills/engineering/setup-matt-pocock-skills/SKILL.md)** — Configure this repo for the engineering skills (issue tracker, triage labels, domain doc layout). Run once per repo before using the other engineering skills.
- **[to-issues](./skills/engineering/to-issues/SKILL.md)** — Break any plan, spec, or PRD into independently-grabbable issues using vertical slices. - **[to-spec](./skills/engineering/to-spec/SKILL.md)** — Turn the current conversation into a spec and publish it to the issue tracker. No interview — just synthesizes what you've already discussed.
- **[to-prd](./skills/engineering/to-prd/SKILL.md)** — Turn the current conversation into a PRD and publish it to the issue tracker. No interview — just synthesizes what you've already discussed. - **[to-tickets](./skills/engineering/to-tickets/SKILL.md)** — Break any plan, spec, or conversation into a set of tracer-bullet tickets, each declaring its blocking edges — written as text in a local file, or as native blocking links on a real tracker.
**Model-invoked** **Model-invoked**
+2 -2
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@@ -14,7 +14,7 @@ npx skills update ask-matt
`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. `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. It **does no work itself**. It doesn't grill, write a spec, 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 ## When to reach for it
@@ -24,7 +24,7 @@ Reach for it whenever you're unsure which skill or flow a situation calls for: y
## Flows, not just skills ## 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. 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 → spec → tickets → 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 ## Where it fits
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@@ -12,7 +12,7 @@ npx skills update code-review
## What it does ## 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. `code-review` reviews the diff between `HEAD` and a fixed point you supply — a commit, branch, tag, or merge-base — along two separate axes: **Standards** (does the code follow this repo's documented conventions?) and **Spec** (does it implement what the originating issue or spec asked for?). It runs each axis as its own parallel sub-agent and reports them side by side. It never merges or re-ranks the two sets of findings — keeping them separate is the whole point, because a change can pass one axis and fail the other, and a single blended verdict lets one mask the other.
## When to reach for it ## When to reach for it
@@ -22,11 +22,11 @@ Reach for this when there is a diff to judge against a known-good point and you
## Prerequisites ## 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. The **Spec** axis needs somewhere to find the originating spec — an issue reference in the commit messages, a path you pass in, or a spec 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 ## 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? 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 spec 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. 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.
@@ -41,7 +41,7 @@ They run as parallel sub-agents so neither pollutes the other's context, and the
`code-review` is the review step at the tail of the main build chain: `code-review` is the review step at the tail of the main build chain:
```txt ```txt
grill-with-docs → to-prd → to-issues → implement → code-review grill-with-docs → to-spec → to-tickets → 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. 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-spec](https://aihero.dev/skills-to-spec) and [to-tickets](https://aihero.dev/skills-to-tickets). When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
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@@ -34,7 +34,7 @@ Callers and tests cross the same seam, so a well-placed interface gives tests so
## Pulled out on purpose ## 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. `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-spec](https://aihero.dev/skills-to-spec) 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. 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.
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## Where it fits ## 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. `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-spec](https://aihero.dev/skills-to-spec) 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.
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@@ -44,7 +44,7 @@ What makes this variant its own skill is where the answers go. As the grill runs
`grill-with-docs` is the opening step of the main build chain: `grill-with-docs` is the opening step of the main build chain:
```txt ```txt
grill-with-docs → to-prd → to-issues → implement → code-review grill-with-docs → to-spec → to-tickets → 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. It comes first, before anything is written down as a spec: it produces the shared understanding and settled vocabulary that [to-spec](https://aihero.dev/skills-to-spec) then synthesises into a spec 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.
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@@ -12,7 +12,7 @@ npx skills update implement
## What it does ## 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. `implement` builds the work described in a spec or a set of tickets — driving it through test-driven development, typechecking, and the full test suite, then handing off to review and committing to the current branch.
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. 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.
@@ -20,11 +20,11 @@ It does **not** decide what to build. The spec is already settled and the seams
You invoke this by typing `/implement` — the agent won't reach for it on its own. 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. Reach for it once the work is written down as a spec or split into tickets and you're ready to turn that into code. If the spec doesn't exist yet, write it first — for that, use [to-spec](https://aihero.dev/skills-to-spec), or [to-tickets](https://aihero.dev/skills-to-tickets) to break a spec 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 ## 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. 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-spec](https://aihero.dev/skills-to-spec)) 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. 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.
@@ -33,7 +33,7 @@ Around that core it keeps the loop tight — typecheck often, run single test fi
`implement` is the build step near the end of the main chain, just before the review: `implement` is the build step near the end of the main chain, just before the review:
```txt ```txt
grill-with-docs → to-prd → to-issues → implement → code-review grill-with-docs → to-spec → to-tickets → 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. Reach for it after the work has been specced and sequenced, not before. Its key neighbours are [to-tickets](https://aihero.dev/skills-to-tickets), which produces the tickets — each declaring its blocking edges — that 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.
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@@ -37,4 +37,4 @@ The code is disposable; the **answer** is the only thing worth keeping. When the
## Where it fits ## 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. `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-spec](https://aihero.dev/skills-to-spec) 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.
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@@ -20,13 +20,13 @@ It writes config, it does not hard-code behaviour. The engineering chain assumes
You invoke this by typing `/setup-matt-pocock-skills` — the agent won't reach for it on its own. 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`. Reach for it **once per repo, before the first use of any other engineering skill**. If [triage](https://aihero.dev/skills-triage), [to-spec](https://aihero.dev/skills-to-spec), or [to-tickets](https://aihero.dev/skills-to-tickets) 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 ## 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): 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. - **Issue tracker** — where work is tracked, so `triage`/`to-spec`/`to-tickets` 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. - **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. - **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.
@@ -36,8 +36,8 @@ The output is three files — `docs/agents/issue-tracker.md`, `docs/agents/triag
- Three files land under `docs/agents/`, and an `## Agent skills` section appears in your `CLAUDE.md` or `AGENTS.md`. - 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. - 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. - Afterwards, `triage` and `to-tickets` act on the right place with the right labels instead of asking or guessing.
## Where it fits ## 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. `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-spec](https://aihero.dev/skills-to-spec) / [to-tickets](https://aihero.dev/skills-to-tickets), 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.
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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". 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. 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-spec](https://aihero.dev/skills-to-spec). 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 ## Red-green, one slice at a time
@@ -41,7 +41,7 @@ Refactoring only happens once the suite is green; never while red.
`tdd` is the red-green loop the main build chain runs to write code: `tdd` is the red-green loop the main build chain runs to write code:
```txt ```txt
grill-with-docs → to-prd → to-issues → implement → code-review grill-with-docs → to-spec → to-tickets → 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. [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.
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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.
## 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.
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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.
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Quickstart:
```bash
npx skills add mattpocock/skills --skill=to-spec
```
```bash
npx skills update to-spec
```
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/to-spec)
## What it does
`to-spec` turns the current conversation and your codebase understanding into a spec (you may know this document as a PRD), 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-spec` synthesises what is already known rather than asking a fresh round of questions.
## When to reach for it
You invoke this by typing `/to-spec` — 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 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 spec into tickets, use [to-tickets](https://aihero.dev/skills-to-tickets).
## Prerequisites
`to-spec` 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 spec 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 spec, `to-spec` 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 spec instead of asking you a fresh round of questions.
- It checks the seams with you before writing, and proposes as few as possible.
- The spec comes back in your project's domain vocabulary, not generic boilerplate.
## Where it fits
`to-spec` is a step in the main build chain:
```txt
grill-with-docs → to-spec → to-tickets → 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 spec is precise, and [to-tickets](https://aihero.dev/skills-to-tickets), which turns the spec into a set of tickets 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.
</content>
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Quickstart:
```bash
npx skills add mattpocock/skills --skill=to-tickets
```
```bash
npx skills update to-tickets
```
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/to-tickets)
## What it does
`to-tickets` breaks a plan, spec, or the current conversation into a set of **tickets** — each a tracer-bullet vertical slice — and publishes them to your configured tracker, with every ticket declaring the tickets that block it.
Every ticket 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 each ticket safe to hand to an agent.
## When to reach for it
You invoke this by typing `/to-tickets` — 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. Point it at the conversation, or pass a spec or 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-spec](https://aihero.dev/skills-to-spec).
## Prerequisites
`to-tickets` 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. On a real tracker it applies the ready-for-agent label as it publishes.
## One artifact, two readings
The blocking edges are the whole point. They make one set of tickets read two ways, depending on the tracker:
- **Local files** → a single `tickets.md` in the repo root, the edges written as text. You work it top-to-bottom, by hand, staying in the loop.
- **A real tracker (GitHub, Linear)** → one issue per ticket, the edges as native blocking links (or sub-issues). Any ticket whose blockers are all done is on the **frontier** and can be grabbed — so several agents can run at once.
The edges live in the ticket regardless of medium; the medium only decides whether anything acts on them in parallel. `to-tickets` produces the artifact — how you run it (sequential by hand, or a parallel fleet) is up to you.
## 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-tickets` 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, blocking edges, what to merge or split) before publishing anything, and publishes blockers first so each ticket's "Blocked by" can reference a real ticket.
## Where it fits
`to-tickets` is a step in the main build chain:
```txt
grill-with-docs → to-spec → to-tickets → implement → code-review
```
It sits between [to-spec](https://aihero.dev/skills-to-spec), which hands it a settled spec with user stories to slice against, and [implement](https://aihero.dev/skills-implement), which builds each ticket, 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. Work the frontier one ticket per fresh context, clearing between them. When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
</content>
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@@ -20,7 +20,7 @@ It never labels blind. Every triaged item carries exactly one **category** role
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". 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. 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-spec](https://aihero.dev/skills-to-spec); to split an existing spec into tickets, use [to-tickets](https://aihero.dev/skills-to-tickets). `triage` is the reverse direction — it processes what's *already* landed in the tracker.
## Prerequisites ## Prerequisites
@@ -43,4 +43,4 @@ The step that separates `triage` from ad-hoc labelling is verification. It repro
## Where it fits ## 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. `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-spec](https://aihero.dev/skills-to-spec), 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.
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## Where it fits ## 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. `grill-me` is a reach-for-it-anytime standalone — the pre-build stress test you run whenever a plan needs hardening. It is the stateless, user-invoked front door to the [grilling](https://aihero.dev/skills-grilling) primitive; its closest neighbour is [grill-with-docs](https://aihero.dev/skills-grill-with-docs), the stateful sibling that runs the same interview but additionally records the decisions as ADRs and a glossary. If the outcome is a spec you want written down, hand off to [to-spec](https://aihero.dev/skills-to-spec), which synthesises the settled understanding into a spec without re-interviewing you. When you're unsure which flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
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@@ -34,4 +34,4 @@ Keeping the technique in one place means you can also reach for it directly when
## Where it fits ## 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. `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-spec](https://aihero.dev/skills-to-spec) writes the spec. When you're unsure which entry point fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
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@@ -14,7 +14,7 @@ npx skills update handoff
`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. `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. It does **not** re-state what already lives elsewhere. Anything captured in a spec, 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 ## When to reach for it
@@ -26,11 +26,11 @@ Reach for this when a conversation has gone long enough that its context is at r
- **The live thread** — what's in flight and why, in the conversation's own terms, minus anything already written down elsewhere. - **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. - **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. - **References, not copies** — links and paths to the specs, plans, ADRs, issues, and diffs that hold the settled detail.
- **Redacted secrets** — API keys, passwords, and PII stripped before the document is written. - **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. 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 ## 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. `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-spec](https://aihero.dev/skills-to-spec), because a finished spec 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.
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@@ -11,8 +11,8 @@ Reachable only when you type them (`disable-model-invocation: true`).
- **[triage](./triage/SKILL.md)** — Move issues through a state machine of triage roles. - **[triage](./triage/SKILL.md)** — Move issues through a state machine of triage roles.
- **[improve-codebase-architecture](./improve-codebase-architecture/SKILL.md)** — Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick. - **[improve-codebase-architecture](./improve-codebase-architecture/SKILL.md)** — Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
- **[setup-matt-pocock-skills](./setup-matt-pocock-skills/SKILL.md)** — Configure this repo for the engineering skills (issue tracker, triage labels, domain doc layout). Run once per repo. - **[setup-matt-pocock-skills](./setup-matt-pocock-skills/SKILL.md)** — Configure this repo for the engineering skills (issue tracker, triage labels, domain doc layout). Run once per repo.
- **[to-issues](./to-issues/SKILL.md)** — Break any plan, spec, or PRD into independently-grabbable issues using vertical slices. - **[to-spec](./to-spec/SKILL.md)** — Turn the current conversation into a spec and publish it to the issue tracker.
- **[to-prd](./to-prd/SKILL.md)** — Turn the current conversation into a PRD and publish it to the issue tracker. - **[to-tickets](./to-tickets/SKILL.md)** — Break any plan, spec, or conversation into a set of tracer-bullet tickets, each declaring its blocking edges — text in a local file, or native blocking links on a real tracker.
## Model-invoked ## Model-invoked
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@@ -20,16 +20,16 @@ The route most work travels. You have an idea and want it built.
- **`/prototype`** to answer the question with throwaway code, - **`/prototype`** to answer the question with throwaway code,
- **`/handoff`** back what you learned, and reference it from the original idea thread. - **`/handoff`** back what you learned, and reference it from the original idea thread.
3. **Branch — is this a multi-session build?** 3. **Branch — is this a multi-session build?**
- **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. - **Yes** → **`/to-spec`** (turn the thread into a spec), then **`/to-tickets`** to split it into tracer-bullet tickets, each declaring its **blocking edges**. On a local tracker that's an ordered `tickets.md` you work by hand; on a real tracker the edges become native blocking links, so any ticket whose blockers are done can be grabbed — kick off **`/implement`** per ticket, **clearing context between each one**.
- **No** → **`/implement`** right here, in the same context window. - **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. 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 ### Context hygiene
Keep steps 13 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. Keep steps 13 in **one unbroken context window** — don't compact or clear until after `/to-tickets` — so the grilling, spec, and tickets all build on the same thinking. Each `/implement` then starts fresh, working from the ticket.
The limit on this is the **[smart zone](https://www.aihero.dev/ai-coding-dictionary/smart-zone)**: the window (~120k tokens on state-of-the-art models) within which the model still reasons sharply. If a session approaches it before `/to-issues`, don't push on degraded — `/handoff` and continue in a fresh thread. The limit on this is the **[smart zone](https://www.aihero.dev/ai-coding-dictionary/smart-zone)**: the window (~120k tokens on state-of-the-art models) within which the model still reasons sharply. If a session approaches it before `/to-tickets`, don't push on degraded — `/handoff` and continue in a fresh thread.
## On-ramps ## On-ramps
@@ -37,7 +37,7 @@ A starting situation that generates work, then merges onto the main flow.
- **Bugs and requests piling up** → **`/triage`**. It moves issues through triage roles and produces agent-ready issues, which **`/implement`** later picks up. - **Bugs and requests piling up** → **`/triage`**. It moves issues through triage roles and produces agent-ready issues, which **`/implement`** later picks up.
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**. Triage is only for issues **you didn't create** — bug reports, incoming feature requests, anything that arrives raw. Tickets that `/to-tickets` 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. - **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.
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@@ -1,10 +1,10 @@
--- ---
name: implement name: implement
description: "Implement a piece of work based on a PRD or set of issues." description: "Implement a piece of work based on a spec or set of tickets."
disable-model-invocation: true disable-model-invocation: true
--- ---
Implement the work described by the user in the PRD or issues. Implement the work described by the user in the spec or tickets.
Use /tdd where possible, at pre-agreed seams. Use /tdd where possible, at pre-agreed seams.
@@ -35,7 +35,7 @@ Assume the user does not know what these terms mean. Each section starts with a
**Section A — Issue tracker.** **Section A — Issue tracker.**
> Explainer: The "issue tracker" is where issues live for this repo. Skills like `to-issues`, `triage`, `to-prd`, and `qa` read from and write to it — they need to know whether to call `gh issue create`, write a markdown file under `.scratch/`, or follow some other workflow you describe. Pick the place you actually track work for this repo. > Explainer: The "issue tracker" is where issues live for this repo. Skills like `to-tickets`, `triage`, `to-spec`, and `qa` read from and write to it — they need to know whether to call `gh issue create`, write a markdown file under `.scratch/`, or follow some other workflow you describe. Pick the place you actually track work for this repo.
Default posture: these skills were designed for GitHub. If a `git remote` points at GitHub, propose that. If a `git remote` points at GitLab (`gitlab.com` or a self-hosted host), propose GitLab. Otherwise (or if the user prefers), offer: Default posture: these skills were designed for GitHub. If a `git remote` points at GitHub, propose that. If a `git remote` points at GitLab (`gitlab.com` or a self-hosted host), propose GitLab. Otherwise (or if the user prefers), offer:
@@ -32,3 +32,14 @@ Create a GitHub issue.
## When a skill says "fetch the relevant ticket" ## When a skill says "fetch the relevant ticket"
Run `gh issue view <number> --comments`. 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`), plus `wayfinder:claimed` once claimed.
- **Blocking**: native issue relationships where available; otherwise a `Blocked by: #<n>, #<n>` line at the top of the child body. A ticket is unblocked when every issue it lists 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 `Blocked by` issue or the `wayfinder:claimed` label; first in map order wins.
- **Claim**: `gh issue edit <n> --add-label wayfinder:claimed` — 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" ## When a skill says "fetch the relevant ticket"
Run `glab issue view <number> --comments`. 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`), plus `wayfinder:claimed` once claimed.
- **Blocking**: GitLab's native `/blocked_by #<n>` quick action (or a `Blocked by: #<n>, #<n>` line in the description as fallback). A ticket is unblocked when every issue it lists is closed.
- **Frontier query**: `glab issue list -F json` scoped to the map's children, drop any with an open blocker or the `wayfinder:claimed` label; first in map order wins.
- **Claim**: `glab issue update <n> --label wayfinder:claimed` — 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" ## 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. 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`.
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---
name: to-issues
description: Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices.
disable-model-invocation: true
---
# To Issues
Break a plan into independently-grabbable issues using vertical slices (tracer bullets).
The issue tracker and triage label vocabulary should have been provided to you — run `/setup-matt-pocock-skills` if not.
## Process
### 1. Gather context
Work from whatever is already in the conversation context. If the user passes an issue reference (issue number, URL, or path) as an argument, fetch it from the issue tracker and read its full body and comments.
### 2. Explore the codebase (optional)
If you have not already explored the codebase, do so to understand the current state of the code. Issue titles and descriptions should use the project's domain glossary vocabulary, and respect ADRs in the area you're touching.
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
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>
### 4. Quiz the user
Present the proposed breakdown as a numbered list. For each slice, show:
- **Title**: short descriptive name
- **Blocked by**: which other slices (if any) must complete first
- **User stories covered**: which user stories this addresses (if the source material has them)
Ask the user:
- Does the granularity feel right? (too coarse / too fine)
- Are the dependency relationships correct?
- Should any slices be merged or split further?
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.
Publish issues in dependency order (blockers first) so you can reference real issue identifiers in the "Blocked by" field.
<issue-template>
## Parent
A reference to the parent issue on the issue tracker (if the source was an existing issue, otherwise omit this section).
## What to build
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.
## Acceptance criteria
- [ ] Criterion 1
- [ ] Criterion 2
- [ ] Criterion 3
## Blocked by
- 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.
@@ -1,24 +1,24 @@
--- ---
name: to-prd name: to-spec
description: Turn the current conversation into a PRD and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed. description: Turn the current conversation into a spec and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.
disable-model-invocation: true disable-model-invocation: true
--- ---
This skill takes the current conversation context and codebase understanding and produces a PRD. Do NOT interview the user — just synthesize what you already know. This skill takes the current conversation context and codebase understanding and produces a spec (you may know this document as a PRD). Do NOT interview the user — just synthesize what you already know.
The issue tracker and triage label vocabulary should have been provided to you — run `/setup-matt-pocock-skills` if not. The issue tracker and triage label vocabulary should have been provided to you — run `/setup-matt-pocock-skills` if not.
## Process ## Process
1. Explore the repo to understand the current state of the codebase, if you haven't already. Use the project's domain glossary vocabulary throughout the PRD, and respect any ADRs in the area you're touching. 1. Explore the repo to understand the current state of the codebase, if you haven't already. Use the project's domain glossary vocabulary throughout the spec, and respect any ADRs in the area you're touching.
2. Sketch out the seams at which you're going to test the feature. Existing seams should be preferred to new ones. Use the highest seam possible. If new seams are needed, propose them at the highest point you can. The fewer seams across the codebase, the better - the ideal number is one. 2. Sketch out the seams at which you're going to test the feature. Existing seams should be preferred to new ones. Use the highest seam possible. If new seams are needed, propose them at the highest point you can. The fewer seams across the codebase, the better - the ideal number is one.
Check with the user that these seams match their expectations. Check with the user that these seams match their expectations.
3. Write the PRD using the template below, then publish it to the project issue tracker. Apply the `ready-for-agent` triage label - no need for additional triage. 3. Write the spec using the template below, then publish it to the project issue tracker. Apply the `ready-for-agent` triage label - no need for additional triage.
<prd-template> <spec-template>
## Problem Statement ## Problem Statement
@@ -66,10 +66,10 @@ A list of testing decisions that were made. Include:
## Out of Scope ## Out of Scope
A description of the things that are out of scope for this PRD. A description of the things that are out of scope for this spec.
## Further Notes ## Further Notes
Any further notes about the feature. Any further notes about the feature.
</prd-template> </spec-template>
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---
name: to-tickets
description: Break a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, published to the configured tracker — edges as text in a local file, or native blocking links on a real tracker.
disable-model-invocation: true
---
# To Tickets
Break a plan, spec, or conversation into a set of **tickets** — tracer-bullet vertical slices, each declaring the tickets that **block** it.
The issue tracker and triage label vocabulary should have been provided to you — run `/setup-matt-pocock-skills` if not.
## Process
### 1. Gather context
Work from whatever is already in the conversation context. If the user passes a reference (a spec path, an issue number or URL) as an argument, fetch it and read its full body and comments.
### 2. Explore the codebase (optional)
If you have not already explored the codebase, do so to understand the current state of the code. Ticket titles and descriptions should use the project's domain glossary vocabulary, and respect ADRs in the area you're touching.
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
Break the work into **tracer bullet** tickets.
<vertical-slice-rules>
- Each slice cuts a narrow but COMPLETE path through every layer (schema, API, UI, tests) — vertical, NOT a horizontal slice of one layer
- A completed slice is demoable or verifiable on its own
- Each slice is sized to fit in a single fresh context window
- Any prefactoring should be done first
</vertical-slice-rules>
Give each ticket its **blocking edges** — the other tickets that must complete before it can start. A ticket with no blockers can start immediately.
### 4. Quiz the user
Present the proposed breakdown as a numbered list. For each ticket, show:
- **Title**: short descriptive name
- **Blocked by**: which other tickets (if any) must complete first
- **What it delivers**: the end-to-end behaviour this ticket makes work
Ask the user:
- Does the granularity feel right? (too coarse / too fine)
- Are the blocking edges correct — does each ticket only depend on tickets that genuinely gate it?
- Should any tickets be merged or split further?
Iterate until the user approves the breakdown.
### 5. Publish the tickets to the configured tracker
Publish the approved tickets. **How** depends on the tracker `/setup-matt-pocock-skills` configured — the tickets are the same either way, only the shape of the blocking edges changes:
- **Local files** → write one `tickets.md` in the repo root, all tickets in dependency order (blockers first), each with its "Blocked by" listing the titles it depends on. Use the file template below.
- **A real issue tracker (GitHub, Linear, …)** → publish one issue per ticket in dependency order (blockers first) so each ticket's blocking edges can reference real identifiers. Use the platform's native blocking / sub-issue relationship where it has one; otherwise set each ticket's "Blocked by" to the blocking issues. Apply the `ready-for-agent` triage label unless instructed otherwise — the tickets are agent-grabbable by construction.
Do NOT close or modify any parent issue.
<tickets-file-template>
# Tickets: <short name of the work>
A one-line summary of what these tickets build. Reference the source spec if there is one.
Work the **frontier**: any ticket whose blockers are all done. For a purely linear chain that means top to bottom.
## <Ticket title>
**What to build:** the end-to-end behaviour this ticket makes work, from the user's perspective — not a layer-by-layer implementation list.
**Blocked by:** the titles of the tickets that gate this one, or "None — can start immediately".
- [ ] Acceptance criterion 1
- [ ] Acceptance criterion 2
## <Ticket title>
...
</tickets-file-template>
<issue-template>
## Parent
A reference to the parent issue on the tracker (if the source was an existing issue, otherwise omit this section).
## What to build
The end-to-end behaviour this ticket makes work, from the user's perspective — not layer-by-layer implementation.
## Acceptance criteria
- [ ] Criterion 1
- [ ] Criterion 2
## Blocked by
- A reference to each blocking ticket, or "None — can start immediately".
</issue-template>
In either form, 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 and note briefly that it came from a prototype. Trim to the decision-rich parts — not a working demo, just the important bits.
Work the frontier one ticket at a time with `/implement`, clearing context between tickets.
</content>
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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. 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. - **[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.
- **[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. - **[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-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.
@@ -1,108 +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 map is domain-agnostic: it plans engineering work, course content, or anything else that fits the same shape.
## 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 | Task
### 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 four 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**: 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. Creates the 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.
- **Task**: Literal manual work that must be done before the discussion can move forward — nothing to decide, prototype, or research. Moving data from one place to another, signing up for a third-party service, provisioning access. The agent automates it where it can; otherwise it hands the human a precise checklist to do by hand. 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 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 — including any the `## Notes` block names. 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.
## Notes
An optional block declaring the **domain**, any skills every session should `consult`, and freeform standing preferences the planning surfaces.
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---
name: wayfinder
description: Chart a route through a foggy problem — turn a loose idea into a shared map of investigation tickets on your issue tracker, and resolve them one at a time until the way to the goal is clear.
disable-model-invocation: true
---
A loose idea has arrived — too big for one agent session, and wrapped in fog: the route from here to a plan isn't visible yet. This skill charts it as a **shared map** on the repo's issue tracker, then works its tickets one at a time. The map is domain-agnostic — engineering work, course content, whatever fits the shape.
## 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
## 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>
## Fog
<!-- see "Fog of war" for what belongs here -->
```
### 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>
```
Two label families:
- `wayfinder:<type>` — one of `research`, `prototype`, `grilling`, `task` (see [Ticket Types](#ticket-types)).
- `wayfinder:claimed` — a session sets this **first**, before any work, so concurrent sessions skip it.
Blocking uses the tracker's native semantics. 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
- **Research**: 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**: 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**: Conversation with the agent. Uses the /grilling and /domain-modeling skills. Asks one question at a time. The default case.
- **Task**: Literal manual work that must be done before the discussion can move forward — nothing to decide, prototype, or research. Moving data, signing up for a service, provisioning access. The agent automates it where it can; otherwise it hands the human a precise checklist. 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 tickets lies fog — 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 goal is clear and no tickets remain.
The map's **Fog** section is where that dim view is written down: the suspected question, the area to revisit later, the risk you're deferring. 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.
- **Fog when** you can't yet phrase it that sharply. Don't pre-slice 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.
Fog excludes only what's already decided (that's Decisions so far) and what's already a ticket.
## Invocation
Two modes. Either way, **every session ends with a [Handoff](#handoff)** — never resolve more than one ticket per session.
### Chart the map
User invokes with a loose idea.
1. Run a `/grilling` and `/domain-modeling` session to surface the open decisions.
2. **Create the map** (label `wayfinder:map`): Notes filled in, Decisions-so-far empty, Fog sketched.
3. **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.
4. Handoff. 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**: set `wayfinder:claimed` and save 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 the Fog so it lives only as its new ticket. If the decision invalidates other parts of the map, update or delete those tickets.
6. Handoff.
The user may run unblocked tickets in parallel, so expect other sessions to be editing the tracker concurrently.
## Handoff
End every session with a **Next steps** block the user can copy-paste. Two cases:
**Open tickets remain.** Query the map for the currently-unblocked children, 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. Clear the context, then open fresh sessions.
>
> **One session** — resolves the next unblocked ticket:
> ```
> Invoke /wayfinder with the map <map-url>.
> ```
>
> **Parallel** — paste one line per window, up to all 3:
> ```
> Invoke /wayfinder with the map <map-url>, ticket <issue-url>.
> Invoke /wayfinder with the map <map-url>, ticket <issue-url>.
> Invoke /wayfinder with the map <map-url>, ticket <issue-url>.
> ```
**No open tickets remain.** The fog is pushed back far enough that the way to the goal 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 chart.) Recommend implementing directly, or using `/to-spec` to schedule a multi-session implementation.
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Include a "suggested skills" section in the document, which suggests skills that the agent should invoke. Include a "suggested skills" section in the document, 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. Do not duplicate content already captured in other artifacts (specs, 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. Redact any sensitive information, such as API keys, passwords, or personally identifiable information.