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A flow is a path through the skills. Most paths run along one main flow, and two on-ramps merge onto it. Everything else is standalone, or a vocabulary layer that runs underneath.
The main flow: idea → ship
The route most work travels. You have an idea and want it built.
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/grill-with-docs— sharpen the idea by interview. Start here when you have a codebase: it's stateful, retaining what it learns inCONTEXT.mdand ADRs. (No codebase? Use/grill-me— see Standalone. Both run the same/grillingprimitive;grill-with-docsis the one that leaves a paper trail.) -
Branch — can you settle every question in conversation? If a question needs a runnable answer (state, business logic, a UI you have to see), detour through a prototype, bridged by
/handoffin both directions (a prototype lives in its own directory, which is exactly what/handoffis for — see Phase boundaries):/handoffout, then open a fresh session against that file,/prototypeto answer the question with throwaway code,/handoffback what you learned, and reference it from the original idea thread.
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Branch — is this a multi-session build?
- Yes →
/to-spec(turn the thread into a spec), then/to-ticketsto split it into tracer-bullet tickets, each declaring its blocking edges. On a local tracker that's one file per ticket under.scratch/<feature>/issues/, worked blockers-first by hand; on a real tracker the edges become native blocking links, so any ticket whose blockers are done can be grabbed — kick off/implementper ticket,/clearing context between each one. Each ticket is self-contained, so the last one's context is disposable. - No →
/implementright here, in the same context window.
Either way,
/implementbuilds each issue by driving/tddinternally — 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/tddon its own when you just want to build a concrete behaviour test-first without a full spec, and/code-reviewon its own whenever you want to review a branch or PR against a fixed point. - Yes →
Context hygiene
Keep steps 1–3 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: the window (~150k 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 — /compact at the nearest phase boundary and carry on (see Phase boundaries).
On-ramps
A starting situation that generates work, then merges onto the main flow.
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Bugs and requests piling up →
/triage. It moves issues through triage roles and produces agent-ready issues, which/implementlater picks up.Triage is only for issues you didn't create — bug reports, incoming feature requests, anything that arrives raw. Tickets that
/to-ticketsproduced 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-architecturewhen the real finding is that there's no good seam to lock the bug down. -
A huge, foggy effort — a greenfield project or a huge feature build, too big for one session →
/wayfinder, the most cognitively demanding flow here. When the way from here to the destination isn't visible yet, it charts a shared map of decision tickets on the issue tracker and resolves them one at a time — producing decisions, not deliverables — until the fog is pushed back and the way is clear. Where/grill-with-docssharpens an idea you can hold in one session, wayfinder is for the idea you can't — and it's slower and denser, so save it for exactly that, never a well-scoped feature.When the map clears, it hands off, it doesn't build: merge onto the main flow at
/to-spec, which collapses the map's linked decisions into a buildable plan, then/to-ticketsand/implementas usual. Looping the map straight into/implementskips that collapse and throws the linked detail away — go straight to/implementonly when the effort turned out genuinely small.
Codebase health
Not feature work — upkeep.
/improve-codebase-architecture— run whenever you have a spare moment to keep the codebase good for agents to operate in. It surfaces deepening opportunities; picking one generates an idea you can take into the main flow at/grill-with-docs. It's the survey that finds the candidates;/codebase-design(below) is the bench you design the chosen one on.
Vocabulary underneath
Two model-invoked references that run beneath the other skills — each the single source of truth for its vocabulary. Reach for them directly when the words, not the process, are the problem; or let the skills above pull them in.
/domain-modeling— sharpen the project's domain language: challenge a fuzzy term, resolve an overloaded word ("account" doing three jobs), record a hard-to-reverse decision as an ADR. It's the active discipline/grill-with-docsdrives to keepCONTEXT.mda clean glossary./codebase-design— the deep-module vocabulary (module, interface, depth, seam, adapter, leverage, locality) for designing a module's shape: a lot of behaviour behind a small interface at a clean seam./tddand/improve-codebase-architectureboth speak it.
Phase boundaries
A phase is a chunk of work inside a session — the grilling, the implementation, the QA. At the boundary between two of them you have five options, and picking between them is the fuzziest decision in this whole map:
- Continue — stay put. Costs nothing, loses nothing.
/clear— empty the window, when nothing here matters to what's next./handoff— write a portable markdown file. Narrow: only for a new harness, a new directory, a colleague, or forking a side task mid-phase. What it buys is portability.- Subagent — send a tightly-scoped task to its own window and get a report back.
/compact— compress this context and seed a fresh session with it. The default, at the bottom of the tree rather than the first reach.
Read PHASE-BOUNDARIES.md for the ordered tree — the five questions, the reasoning behind each branch, and why the primary-source cost makes Continue the one to rule out first. Make the decision at a boundary; mid-phase, continue or split the rest into subagents.
Standalone
Off the main flow entirely.
/grill-me— the same relentless interview as/grill-with-docs, but for when you have no codebase. Stateless: it saves nothing locally, builds noCONTEXT.md. Reach for it to sharpen any plan or design that doesn't live in a repo./prototype— a small, throwaway program that answers one design question: does this state model feel right, or what should this UI look like. Throwaway from day one — keep the answer, delete the code. It's the detour in step 2 of the main flow, but reach for it any time a design question is hard to settle on paper./research— delegate reading legwork to a background agent: it investigates a question against primary sources, then leaves a cited Markdown file in the repo. Keep working while it reads. The file it produces is something to take into the main flow at/grill-with-docs— research feeds the thinking, it doesn't replace it./to-questionnaire— when the thing blocking you isn't in your head or the codebase but in someone else's, this writes them a questionnaire to fill in. It's the inverse of/grill-me: instead of interviewing you about the subject, it interviews you about the send — who it's going to, what you need back — and aims the questions at the gap. What comes back is material for/grill-with-docsor/to-spec./wizard— for the steps only a human can take: clicking through a third-party dashboard, running a one-off migration, moving the project from state A to state B. It generates an interactive bash script that opens each URL, captures each value, and writes it into.envand GitHub secrets — so the procedure stops being something you re-explain to an agent every time. If the agent could just do it itself, it should; reach for this only where a human is genuinely in the loop./wait-what— the corrective for a message that didn't land. Use it mid-conversation, inside any other skill, and the agent re-pitches what it just said with the context you were missing, in plain English, using theCONTEXT.mdvocabulary. It works after the fact;/grill-with-docsis the upfront cure, because a shared language agreed early is what stops the jargon arriving at all./teach— learn a concept over multiple sessions, using the current directory as a stateful workspace./writing-for-agents— reference for writing documents agents consume: skills, AGENTS.md, pointed-at docs.
Precondition
/setup-matt-pocock-skills — run before your first engineering flow to configure the issue tracker, triage labels, and doc layout the other skills assume. Custom issue trackers also work.