The teams
August 19, 2026 · View on GitHub
A team is a stage with its own inputs, its own output artefacts, and its own agents. Teams hand off through the repository, not through conversation — which is what allows a stage to be re-run, resumed weeks later, or inspected by a human without replaying the session that produced it.
flowchart TD
U([User]) --> BR
subgraph DEF[1 · Definition]
direction TB
BR[brief-recorder<br/>records verbatim, asks nothing]
IV[spec-interviewer<br/>asks only the gaps]
SW[spec-writer]
BR --> IV --> SW
end
SW --> PLAN
subgraph PLAN[2 · Planning]
direction TB
VD[voice-designer<br/>style guide]
OA[outline-architect<br/>outline, briefs, boundaries]
VD --> OA
end
OA --> WRITE
RES[3 · Research<br/><i>single subagent, per chapter</i>] -.notes.-> WRITE
subgraph WRITE[4 · Writing]
direction LR
CW1[chapter-writer]
CW2[chapter-writer]
CW3[chapter-writer]
end
WRITE --> REV
WRITE --> GFX
subgraph REV[5 · Review — skippable]
direction TB
PR[proofreader]
VA[voice-auditor]
CA[continuity-auditor]
end
subgraph GFX[6 · Graphics]
direction TB
GD[graphics-director<br/>style guide + specs]
FM[figure-maker]
GD --> FM
end
REV --> PUB
GFX --> PUB
subgraph PUB[7 · Publication]
direction TB
AS[assemble & concatenate]
TS[typeset to profile]
AS --> TS
end
PUB --> HO[[Print geometry handoff<br/>kdp-publishing]]
HO --> POD([Lulu / KDP])
1 · Definition
In: whatever the user says. Out: spec/brief.md, spec/interview.md,
spec/spec.md.
| Agent | Does | Notably does not |
|---|---|---|
brief-recorder | Saves the brief as given | Ask anything, tidy anything, interpret anything |
spec-interviewer | Asks the questions whose answers change the work | Ask what the brief already answers |
spec-writer | Settles both into a spec | Add scope the user did not ask for |
Recording and questioning are separate agents on purpose. An agent doing both in one turn leads the witness: it asks about the things it has already decided are interesting, and the record it keeps is the record of that conversation rather than of what the person came in wanting.
The interviewer's discipline is subtractive. Every question has to earn its place by changing an outline, a voice, or a scope decision.
2 · Planning
In: the spec. Out: guides/style-guide.md, outline/outline.md,
outline/briefs/*.md, a populated book.toml.
This stage decides whether parallel drafting is possible at all, because briefs are what make chapters independent. A thin brief is not a small problem later; it is the problem that shows up as an unusable chapter.
The style guide is written before the outline, because prose conventions affect chapter sizing.
3 · Research
In: a chapter brief. Out: research/notes/*.md, rows in
research/sources.md.
One subagent, invoked per chapter, working alongside the writers rather than as a phase before them. It does not draft and it does not read drafts. Keeping it separate from writing means a writer's context holds notes rather than the search process that produced them.
4 · Writing
In: one brief, the style guide, research notes, the continuity ledger, neighbour summaries. Out: one chapter, plus ledger updates.
Writers run in parallel, one chapter each, and never read another chapter's
draft. The batching rule is in delegation.md.
5 · Review — skippable
In: drafted chapters. Out: review/reports/*.md.
| Agent | Remit | Working set |
|---|---|---|
proofreader | Mechanical correctness, term consistency | One chapter |
voice-auditor | Drift from the style guide | Samples across chapters |
continuity-auditor | Repetition, contradiction, unpaid promises | Lint output + summaries |
Reviewers write findings; they do not edit prose. A reviewer that edits is a second author with no brief, and its changes are invisible in a way an author's are not.
Skippable by explicit user choice. The point of making it explicit is that skipping it should be a decision someone made, not something that happened.
6 · Graphics
In: the spec, drafted chapters. Out: guides/graphics-style-guide.md,
graphics/specs/*.md, rendered assets.
The style guide is what makes thirty figures drawn in thirty separate agent invocations look like one book's figures — the same problem as prose voice, with the same solution.
Diagrams are authored, not generated. A generated diagram carries invented labels and near-miss arrows, and neither survives print.
7 · Publication
In: manuscript/, a typesetting profile. Out: dist/manuscript.md,
dist/manuscript.json, typeset body.
Concatenation, typesetting to the chosen profile, conformity to the channel.
Print geometry is handed off — see publication.md.