cheese-factory

/cheese-factory

Inputs

Accept:

/cheese-factory <spec-path-or-slug> [--hard] [--resume <slug>]

• A spec path. When explicit, read it verbatim wherever it points.
• A bare slug. Resolve it to the durable spec path with SPEC=$(python3 ${CLAUDE_SKILL_DIR}/scripts/cheese-factory.pyz artifact-path specs <slug>), then read "$SPEC". The resolver anchors specs at the per-project durable corpus (see shared/formatting.md § Corpus location).
• --hard — propagate the /hard-cheese metacognitive gate flag through per-curd /cook --hard --auto and the Phase 6 /cure --hard --auto --stake medium+. The orchestrator does not fire the gate itself. See skills/hard-cheese/SKILL.md.
• --resume <slug> — read .cheese/cheese-factory/<slug>/manifest.yaml, find the latest phase marked complete, and continue from the next phase.

/cheese-factory does not accept fuzzy or open-ended asks — route those to /mold first. The orchestrator assumes the contract is locked.

--auto is implicit. After Phase 0 gate approval, the chain runs autonomously with no per-step handoff questions.

When to use /cheese-factory vs alternatives

Use /cheese-factory only when the spec decomposes into 5+ file-disjoint behavioural curds. Fewer curds → /ultracook; single unambiguous task → /cook; on Anthropic Claude Code with bespoke agent files installed → /fromagerie.

Decomposition contract — curds of behaviour

A curd is the smallest commit-worthy unit of behaviour.

The Phase 0 decomposer produces three artifact lists from the spec:

1. seed[] — foundational types / interfaces / enums that 2+ curds depend on.
2. curds[] — parallel units of behaviour, file-disjoint, one acceptance criterion each.
3. wiring[] — integration tasks with topological dependencies (barrels, registrations, routes, config).

The five criteria

Five behavioural criteria govern every curd — see references/decomposer-prompt.md § The five criteria for the full list and the "token budgets are NOT a criterion" rationale. Curds that fail criterion 4 (file-disjoint) move their shared content to seed or wiring.

Manifest format

The per-run manifest is written as YAML at .cheese/cheese-factory/<slug>/manifest.yaml. YAML is the human/agent-facing syntax; the contract stays schema-shaped and is documented in references/manifest-schema.json. Keep manifests in the JSON-compatible subset of YAML: mappings, lists, strings, numbers, booleans, and nulls only; no anchors, aliases, tags, or multi-document streams.

The PR plan follows the same convention — written as YAML at .cheese/cheese-factory/<slug>/pr-plan.yaml, with its shape documented in references/pr-plan-schema.json. ${CLAUDE_SKILL_DIR}/scripts/cheese-factory.pyz pr_plan_to_branches reads either YAML or JSON for backward compatibility, but YAML is the canonical format.

Validation (Phase 0)

See references/decomposer-prompt.md § Validation for the six checks run by ${CLAUDE_SKILL_DIR}/scripts/cheese-factory.pyz validate_manifest and validate_decomposition. If validation fails: re-run decomposer with violations highlighted. Max 2 retries before escalating to the user.

Phases

Eight phases. The orchestrator walks them top-to-bottom and stops after the last entry or any halt.

#	Phase	Shape
0	Pre-compile	Read spec, decompose via heavy general-purpose sub-agent, validate against the five criteria, user gate
1	Seed	Orchestrator inline edits via /cheez-write (or host edit tool if tilth MCP is unavailable), commit, push
2	Curds (fan-out)	N parallel general-purpose spawns; each runs the per-curd pipeline and commits
3	Merge curds (fan-in)	Cherry-pick curd commits → orchestrator branch; /melt on conflicts
4	Wiring (sequential within wave)	Integration files only; per-task general-purpose spawn with wiring-only prompt
5	Final merge wiring	Wiring commits → orchestrator branch; conflicts here = halt (decomposer error)
6	Post-merge review (fresh-context, ultracook-style)	Three sub-agent spawns: /press --auto, /age --auto, /cure --auto --stake medium+. Single pass.
7	PR plan + publish	Heavy PR planner sub-agent decides layout, orchestrator delegates publish via skill discovery (/pr-stack, /gh, fallbacks)

Optional: milknado curd-tracking backend

If milknado MCP is available (mcp__milknado__milknado_todo_add in toolset), persist the curd list to the milknado task graph during Phase 0 decomposition. Use mcp__milknado__milknado_todo_add per curd and mcp__milknado__milknado_graph_summary to surface the tracked curds alongside the manifest. This provides cross-session tracking of curd status across the factory run. If milknado is absent, proceed with the in-report curd decomposition (manifest YAML at .cheese/cheese-factory/<slug>/manifest.yaml) — the decomposition itself is unchanged. See ../../shared/optional-plugins.md for the detect-and-degrade contract.

Phase 0 — Pre-compile

Read the spec from the argument (or, if --resume <slug>, read the manifest and skip to the next incomplete phase).

Validate the input spec's structure (distinct from the five-criteria curd check the validator applies to the decomposer's output manifest). The spec must have: (a) an enumerable acceptance criteria or user stories list — at least one list item (bulleted or numbered) the decomposer can map 1:1 to a curd; and (b) quality gates — at least one runnable command. Heading names are not enforced; check for presence of the content. Fail fast if either is absent.

Hard worktree gate: detect the host's worktree mechanism (Conductor, git worktrees, plain branches) and prompt if working on the default branch. Never skipped.

Spawn a heavy general-purpose decomposer sub-agent (prompt template at references/decomposer-prompt.md) with the spec text, the five criteria, the validation checks, and instructions to produce seed[], curds[], wiring[], and a manifest scaffold.

The decomposer may invoke /culture or /briesearch internally if it needs to ground its decomposition against the codebase or external docs.

Front-load permissions: present the per-host permission manifest (git, the project's quality gate command, the host-specific spawn primitive) to the user. On approval, merge into the host's settings.

Gate — User Approval

Present the full plan:

## Cheese-Factory Plan: <slug>

### Seed (sequential)
1. <description> — files: [<list>]

### Curds (parallel)
| # | Behaviour | Acceptance criterion | Files | Test target |
|---|---|---|---|---|

### Wiring DAG
| # | Type | File | Depends on |
|---|---|---|---|

### Review Pipeline
Per-curd: /cook → /press → /age (inline-degrade) → /cure
Post-merge: /press → /age → /cure (fresh-context sub-agents)

A. Approve — start execution
B. Modify — change the decomposition
C. Re-decompose — different boundaries
D. Pause — hold off

Use the shared handoff gate in ../../shared/handoff-gate.md for this approval step. All four options keep cheese-factory running internally (no skill transition) — they use continue: identifiers rather than dispatch: commands per the gate vocabulary:

• Approve — continue: write-manifest-then-seed: write .cheese/cheese-factory/<slug>/manifest.yaml, set phase: gate_approved, then proceed with Phase 1 (seed execution).
• Modify — continue: ask-for-decomposition-change: ask one targeted question for the requested decomposition change, then re-render the plan.
• Re-decompose — continue: re-run-decomposer: re-run the decomposer with the user's boundary instruction. Retry at most twice.
• Pause — dispatch: none: leave the manifest draft and report its path.

Do NOT proceed without explicit approval.

Compaction seam C1

Drop: full spec text, permission manifest, decomposition reasoning. Keep: slug, spec summary (≤2K chars), manifest path, quality gate commands.

Phase 1 — Seed (sequential, inline)

Seed items are minimal — only the shared types / protocols that curds cannot compile without. The orchestrator executes seed inline (a deliberate exception to the orchestrator's "never write code" rule because seed is always small).

For each seed item:

1. Implement the change. Prefer /cheez-write when tilth MCP is present; otherwise fall back to the host's native edit tool (per the cheez-* portability rule in README.md). The skill must not hard-fail when /cheez-write is unavailable.
2. Run quality gates (the project's just check or equivalent) — if gates fail, STOP.
3. Commit via /commit (if available) or git commit direct.

Push to branch — curds branch from HEAD.

Update manifest:

python3 ${CLAUDE_SKILL_DIR}/scripts/cheese-factory.pyz manifest_update set-phase --manifest <path> --phase seed_complete

Phase 2 — Curds (fan-out)

Before dispatch, re-validate the decomposer's file lists against the current working tree — time has passed since Phase 0, and seed may have moved paths:

python3 ${CLAUDE_SKILL_DIR}/scripts/cheese-factory.pyz manifest_update check-files --manifest <path> --root <repo-root> --json

Missing files are informational, not a blocker — a curd may be creating a new file, or the decomposition path may be stale. Fold any reported misses into that curd's dispatch context so the worker (per references/curd-prompt.md's file-scope guidance) knows the list may need adjusting.

Spawn ALL curd workers in a single message via the host's fan-out primitive. If more than 5 curds, dispatch in waves of 5.

Each curd worker is a general-purpose sub-agent (full peer of the orchestrator — same model, full tools, full skills, full MCP) given the per-curd prompt at references/curd-prompt.md.

Collect results as curds complete. For failed curds: retry ONCE with error context. Mark retry_count: 1; do not retry twice.

Update manifest: curd statuses, worktree paths, branch names, commit SHAs.

Compaction seam C2

Drop: decomposer artifacts, curd dispatch prompts, curd return summaries. Keep: slug, manifest path, quality gate commands, curd branch list. Read from disk when needed: wiring DAG.

Phase 3 — Merge curds (fan-in)

Cherry-pick curd commits onto the orchestrator branch in curd-id order:

For each curd (in order):

1. git cherry-pick <curd_commit_sha> — or, if the host fan-out used worktrees, merge the worktree branch.
2. On conflict: invoke /melt if available, else fall back to mergiraf → git rerere → manual.
3. If /melt cannot resolve: STOP, fall back to per-curd PRs in Phase 7.

After all curds merged: run quality gates. If failing, STOP and report — curds passed individually but conflict in aggregate (decomposer error).

Phase 4 — Wiring (fan-out, sequential within wave)

Compute topological dispatch order from the wiring DAG:

python3 ${CLAUDE_SKILL_DIR}/scripts/cheese-factory.pyz wiring_topo_sort --manifest <path>

Dispatch wiring tasks in the returned wave order, sequentially within each wave (concurrent commits to the same working directory race on git's index.lock).

Each wiring worker is a general-purpose sub-agent with the prompt template at references/wiring-prompt.md.

For failed wiring tasks: retry ONCE. If still failing, mark incomplete in manifest.

Phase 5 — Final merge wiring

Cherry-pick the wiring commits onto the orchestrator branch.

If conflicts arise here: STOP. Wiring conflicts mean the decomposer's DAG was wrong (wiring touched implementation territory, or two wiring tasks shared a file outside the DAG). Do not auto-resolve.

Compaction seam C3

Drop: wiring DAG details, per-curd diffs, intermediate merger reports. Keep: slug, spec path (for downstream skills), quality gates, list of all changed files, list of all commit SHAs (curds + seed + wiring).

Phase 6 — Post-merge review (ultracook-style fresh-context)

Run the final review pipeline in fresh-context sub-agents.

Three sequential spawns:

1. /press --auto on the merged diff — writes .cheese/press/<slug>.md.
2. /age --auto on the merged diff — writes .cheese/age/<slug>.md.
3. /cure --auto --stake medium+ on the age findings — writes .cheese/cure/<slug>.md.

Each spawn is a full-peer general-purpose sub-agent. Pass the no-chain-forward directive (same as /ultracook) so each spawn runs its phase only.

Single pass through — no two-cure-pass cap. Curds each had their own press/age/cure; this is integration-level review.

If any phase writes status: halt: <reason> in its slug, surface the halt and STOP. If /cure writes next: done, continue to Phase 7.

Phase 7 — PR plan + publish

Spawn a heavy general-purpose PR planner sub-agent (prompt template at references/pr-planner-prompt.md) with the wiring DAG, the manifest, the merged diff, and the spec summary.

The planner emits one of four shapes:

Shape	When	PR layout
single	Small total diff, tightly coupled	All commits in one PR.
orthogonal_flat	Curds touch disjoint slices, no seed/wiring coupling	N PRs each branching from main.
stacked_linear	Linear dependencies seed → curds → wiring	gt/gh stack.
diamond_stack	Seed and wiring exist; curds independent of each other	seed PR (base) → N parallel curd PRs → wiring PR.

The planner writes its grouping to .cheese/cheese-factory/<slug>/pr-plan.yaml and returns control.

Skill discovery (orchestrator-side)

Before publishing PRs, the orchestrator detects which skills are available and picks the right delegate:

Need	Prefer	Fallback
Stack publish	/pr-stack (Graphite gt or gh stack)	manual gh pr create --base <prev-branch> chain
Commits	/commit	git commit direct
PR publish	/gh	gh pr create direct
Merge conflicts	/melt	mergiraf → rerere → kdiff3 direct

Detection: attempt to invoke the skill via the host's Skill tool; on unrecognised-skill error, fall back. Cache the result for the rest of the phase.

Publish

For each PR group in the plan:

1. Read group metadata from pr-plan.yaml.
2. Push the branch (use ${CLAUDE_SKILL_DIR}/scripts/cheese-factory.pyz pr_plan_to_branches to convert pr-plan.yaml to branch-creation commands).
3. Create the PR (via /gh if available, else gh pr create direct).
4. For stacks: invoke /pr-stack with the ordered branch list.
5. Update manifest with PR numbers and URLs.

Final report

## Cheese-Factory Complete: <slug>

### Results
| Phase | Status | Detail |
|---|---|---|
| Seed | complete | 2 commits |
| Curds | 5/6 succeeded | Curd #4 failed after retry |
| Merge | complete | — |
| Wiring | 4/4 complete | — |
| Final merge | complete | — |
| Post-merge review | press: pass, age: 3 findings, cure: 3 applied |
| PR plan | diamond_stack | seed + 5 curds + wiring = 7 PRs |

### PRs
| PR | Title | Stack base |
|---|---|---|
| #101 | feat(orders): shared types | main |
| #102 | feat(orders): order entity | #101 |
| ... |

### Manual actions needed
- Curd #4 failed: {error_summary}

Manifest: .cheese/cheese-factory/<slug>/manifest.yaml

Compaction strategy

At each seam, write a self-summary to the manifest before dropping:

Write phase_summary and carry_forward (shapes in references/manifest-schema.json) before dropping. On --resume, read phase_summary from the manifest — the only cross-seam continuity mechanism; do not rely on conversation history.

Spawn primitive contract (host-agnostic)

The orchestrator never names a specific host primitive. Any primitive satisfying all five invariants is acceptable: (1) Fresh context per spawn, (2) Full-peer inheritance, (3) No chain-forward (passed in prompt), (4) Returns control, (5) Writes handoff slug. Host-by-host examples and the no-fan-out fallback (route to /ultracook) live in references/spawn-primitive-reference.md.

Handoff slug schema

Every phase writes a handoff slug to .cheese/<phase>/<slug>.md (or, for per-curd workers, to .cheese/cheese-factory/<slug>/curds/<curd-id>.md) with the minimum shape:

status: ok | halt: <one-line reason>
next: <phase-name | done>
artifact: <path-to-richer-report-if-any>
<one-line orientation: what this phase did>

For phases that already write rich reports (/age, /press, /cure), the schema is prepended at the top of the same file.

Quality gates

/cheese-factory runs the project's quality gate command (typically just check per AGENTS.md) at four points:

1. After seed (Phase 1).
2. Inside each curd worker (after its /cure step).
3. After curd merge (Phase 3, before wiring).
4. After Phase 6 /cure.

If any gate fails: STOP, report, do not silently fix.

--resume <slug>

If the manifest references commits that no longer exist (rebased, deleted), fail fast — do not silently re-execute the phase. Otherwise continue from the phase after the latest one marked complete; report Resuming <slug> from phase <N>.

Error recovery

Failure	Recovery
No spec argument	STOP. Report cheese-factory requires an approved spec; run /mold first if you need to shape one.
Overlap / criterion violation in decomposer output	Re-run decomposer (max 2 retries)
Seed gate failure	STOP, report — do not dispatch curds
Curd fails	Retry once with error context, then mark failed
All curds fail	STOP, no merge/wiring
Curd merge conflict	/melt; if /melt fails, fall back to per-curd PRs
Wiring agent fails	Retry once, mark incomplete if still failing
Phase 5 conflicts	STOP — decomposer error, report to user
Phase 6 /press or /age halt	Surface halt, STOP
Phase 6 /cure cannot apply any finding	Surface report, STOP
/pr-stack not available, plan calls for stack	Fall back to manual gh pr create --base chain
--resume on missing manifest	Fail fast

Never proceed past Phase 0 gate without explicit user approval. Never claim green on partial work.

What the orchestrator never does

Does: reads the spec once at Phase 0; reads per-phase handoff slugs (each ≤2KB); writes manifest updates after each phase; decides chain progression from slug status and next fields — never from sub-agent stdout.

Never:

• Read codebase files (sub-agents explore, orchestrator routes).
• Run build / test commands (per-curd workers and post-merge sub-agents handle verification).
• Write implementation code (cook agents and wiring agents implement; the orchestrator's only inline writes are the small seed items in Phase 1).
• Make decomposition decisions after Phase 0 (plan is locked at gate approval).
• Retry more than once (curds and wiring get one retry, then mark failed).
• Auto-resolve Phase 5 conflicts (wiring conflicts = decomposer error).
• Estimate sub-agent token usage (decomposition uses behavioural criteria, not token counts).
• Read full sub-agent reports — work from handoff slug digests only.

Gotchas

• /age nesting depth: curd workers invoke /age which normally fans out to 6 review sub-agents (level 2, blocked). /cheese-factory requires /age to support an inline-degrade mode for sub-agent invocation — see skills/age/SKILL.md "Inline-degrade mode".
• Context death after C2: after C2 the orchestrator has no curd details. The wiring DAG must be self-contained on disk. If wiring references curd internals not captured in the manifest, wiring agents will fail.
• Wiring race conditions: wiring tasks commit to the same working directory. Phase 4 dispatches them sequentially (not in parallel) to avoid git index.lock races even when files differ.
• bypassPermissions doesn't bypass Bash: curd workers can Edit/Write freely but cannot git push or gh pr create without explicit Bash allowlist. The orchestrator must handle all push / PR operations.
• Stale worktrees: curd worktrees persist after Phase 3 merge. The orchestrator does NOT clean them up — recommend the user run /worktree-sweep (or host equivalent) after the pipeline completes.

References

• references/decomposer-prompt.md — heavy decomposer sub-agent prompt template.
• references/curd-prompt.md — per-curd worker prompt template.
• references/wiring-prompt.md — per-wiring task prompt template.
• references/pr-planner-prompt.md — PR planner sub-agent prompt template.
• references/manifest-schema.json — JSON Schema for the manifest.
• references/pr-plan-schema.json — JSON Schema for the PR plan, $ref'd from manifest-schema.json.
• references/spawn-primitive-reference.md — host-by-host invocation examples plus the five invariants.
• cheese-factory.pyz subcommands (run via ${CLAUDE_SKILL_DIR}/scripts/): validate_manifest, validate_decomposition (Phase 0), validate_pr_plan, pr_plan_to_branches (Phase 7), manifest_update (Phase 1/2/4 manifest writes), wiring_topo_sort (Phase 4 wave ordering).

Rules

• Sub-agents are full peers, not diminutive workers. Do not downgrade the model, do not narrow subagent_type, do not restrict tools or MCP access.
• The chain is fixed at eight phases. Do not invent extra phases or skip phases (except via --resume).
• Read each phase's handoff slug after the sub-agent returns. Do not infer success from the sub-agent's last line — read the file.
• Surface halts verbatim. Do not paraphrase, do not soften, do not "retry" a halted phase silently.
• Never invoke /gh directly without confirming via the user-approved permission manifest from Phase 0.
• Apply the shared voice kernel (lives at skills/age/references/voice.md in this repo): lead the final report with what happened, flag residual risk as certain | speculating | don't know, do not manufacture follow-ups.