movie-pipeline — Pipeline A, end-to-end (one slash-command)
1 · Scope
The whole of Figure 1 as ONE agent workflow: a fuzzy idea → a cross-model-audited, image-based movie + a
clickable viewer. /movie-pipeline "«your fuzzy idea»" — and your coding agent (Claude, Codex, …) drives the
chain below, pausing only at the two human story gates. "One command" = one slash-command an agent RUNS —
not a deterministic shell binary (the /research-pipeline paradigm): it needs a coding-agent runtime, it is
non-deterministic, and a skipped step is safe because each layer consumes the prior locked artifact — a
missed step leaves the next gate's input unresolved and it fails closed, never ships something wrong.
2 · Who does what (roles / boundary)
| Actor | Does | Never does |
|---|---|---|
| Human | approves intent + outline; adjudicates needs_human/flagged panels |
per-panel retries (the spiral's job) |
| Agent (Claude runtime) | authors Phase 1; runs the P0 fan-out reviews; services the bake sidecar; iterates pages | acquits its own layer (author family can't self-acquit) |
mcp__codex__codex sidecar |
the ONLY real bake primitive (Codex native image tool) | judge its own output |
| Deterministic CLIs | run_p0_proof.py (mints the P0 cert), run_comic.py (orchestrates; verdict math is deterministic; gates shell the codex/gemini CLIs), validate_wiki.py, build_comic.py |
bake (that's delegated to the agent sidecar) |
| CI | --dry-run + validate_wiki + build_comic re-render + tests/ (see §11) |
bake, or acquit quality |
3 · Phase contract
| Phase | Entry artifact | Exit artifact | Consumer | Gate |
|---|---|---|---|---|
| 1 author | fuzzy idea | schema-valid comic.json + locked wiki nodes |
P0 gate | per-layer cross-model --gate + 2 human gates |
| P0 proof | compiled comic.json |
digest-bound decision:p0_proof_* node |
run_comic.py preflight |
run_p0_proof.py quorum (§6) |
| 2 bake | comic.json + current P0 cert |
KEEP'd panels, wiki trace, updated comic.json |
assembly / viewer | panel_gate + assembly_gate |
| 3 ship | shippable run report | outputs/index.html |
human | --finalize viewer build rc=0 (exit 4 on fail) |
4 · New-project bootstrap
Copy the author-node shapes from examples/comic_min_author/; the full
reference run (198-node trace) is examples/comic_m3_audit/. Give the
project a movie.project.json with identity_ref — run_comic.py reads the canonical identity ref from it
(fallback: assets/duo_canonical_ref_v001.png). Prereqs: codex + gemini CLIs + headless Chrome
($ARIS_CHROME > macOS app path > PATH). python3 cli/preflight.py checks the reviewer/render CLIs ONLY —
it does NOT verify the mcp__codex__codex sidecar tool or an agent runtime, which the real bake needs.
5 · Phase 1 — author the source of truth (comic-author)
The DAG (each arrow is a cross-model --gate; two steps are HUMAN):
- intent (HUMAN gate) → style lock → OUTLINE_DRAFT_VALID — the outline gate validates
NARRATIVE + CONTINUITY + safety only; it does not require referenced assets to be locked, it requires
every referenced
asset_idto be declared with a complete, generatable request. - outline approval (HUMAN gate) → provisional storyboard (structural pass; may reference draft
assets) →
consolidated_asset_requests. - asset generation + review → assets LOCKED → OUTLINE_FINAL_LOCK (cheap re-check: the locked assets still match the approved outline) → storyboard FINAL asset-resolution validation.
- blueprints — the hard locked-asset barrier sits HERE, before blueprint authoring → prompts →
schema-valid
comic.json.
This staged order is the contract: it replaces the old single-stage deadlock (an outline gate demanding locked assets that depend on a storyboard that depends on a locked outline). Draft-then-final-lock is how the cycle is broken; the asset barrier never moves past the blueprint boundary.
6 · P0 spending gate — zero PANEL credit before proof
Scope, honestly: the P0 cert gates the Phase-2/3 PANEL bakes (every metered run_comic.py run). It
cannot gate Phase 1: the raster ASSET refs (S4) are also paid sidecar bakes and land before any P0 cert
exists (assets must lock before comic.json compiles). Those pre-P0 spends are gated instead by the
cross-model comic-asset-review-loop + the single-source collision
gate.
Three-step handoff (never conflate them):
- Agent fan-out (
comic-cross-layer-gate--gate p0_proof— an agent skill, not a binary): ≥2 cross-model reviews of the compiledcomic.json+ machinery, each written as a JSON file{family: "openai"|"google", verdict, blockers: [], comic_sha}. - Deterministic mint —
run_p0_proof.pyverifies and mints; it never runs a reviewer itself:
Quorum = BOTH non-author familiespython3 skills/comic-cross-layer-gate/scripts/run_p0_proof.py \ --project examples/<name> --target <compile/intent anchor node_id> \ --reviews p0_codex.json p0_gemini.json{openai, google}PASS (blockers == [], affirmative verdict) on the SAMEcomic_sha(sha256 of the exactcomic.jsonbytes). Parseable alone is not quorum; a missing/unparseable/timed-out review does not count — never proceed on timeout (fail-closed). On pass it computescomic_sha+bake_plan_sha(=pickup_image.bake_plan_digest(run_comic.get_bake_plan())) and atomically writesdecision:p0_proof_<slug>_<utcstamp>(node_typedecision, statusfinal, verdictadvance, both digests in the payload) intowiki/nodes/. - Preflight consume —
run_comic.pyscans the wiki for that node and REJECTS any cert whosecomic_sha/bake_plan_shais missing or mismatches the CURRENTcomic.json+ bake plan: a stale cert after anycomic.jsonedit fail-closes with a message pointing back torun_p0_proof.py. The JS engine (packages/core/spiral_engine.js) never scans the wiki — it takes the boolean argp0ProofClean:true(skip:skipP0Proof:true); onlyrun_comic.pydoes the node scan + digest verification.--skip-p0-proofbakes UNAUDITED and forces the run non-shippable (p0_skipped:true).
7 · Phase 2/3 — the audited spiral, page by page (comic-director)
There is NO whole-movie driver yet — run_comic.py takes exactly one --page + its --panels; the
agent iterates comic.json's pages[] itself (a run_movie.py project driver is planned, not shipped):
python3 skills/comic-director/scripts/run_comic.py --project examples/<name> \
--page <PAGE> --panels S01,S02 [--bake-mode=agent] [--finalize] [--dry-run]
Per panel: render the content-SVG blueprint → agent mcp__codex__codex sidecar bake → 3-reviewer
panel_gate (blind transcribe → deterministic token-diff; a +6.25 where +6.2 is expected is rejected) →
KEEP / RETRY (≤4) / cross-frame rollback → page assembly_gate (≤6 rounds; a panel drifting ≥2 rounds
escalates to an author-layer rewrite_storyboard, because a re-bake can't fix a spec problem) → project to
comic.json → --finalize builds the single-file viewer and FAILS (exit 4) if the build rc≠0.
Per-page cadence: every KEEP writes image_path/active_attempt_id back into comic.json, which
changes its bytes — so the P0 cert goes stale between pages by design. Before each subsequent paid page run:
re-run the zero-credit fan-out on the current comic.json + re-mint via run_p0_proof.py. Cheap, and it is
what "the cert acquits exactly what you are about to spend on" means.
Model claims, honestly: the bake model is pinned gpt-5.5 + xhigh as a single compat default in
run_comic.get_bake_plan() (contract bakereq/v1; config-driven override plumbing is planned, not shipped —
changing any knob invalidates prior P0 certs via bake_plan_sha). The Codex CLI reviewers pin NO model —
they follow the local codex config (currently gpt-5.6-sol) at effort xhigh (--review-effort); Gemini
reviewers run auto-gemini-3. The narrative "cc" reviewer slot currently shells the codex CLI and its wiki
provenance honestly records "openai" (a configurable --narrative-reviewer is planned, not implemented);
cross-family acquittal vs the Claude author still holds via Gemini + Codex. There is no --effort flag on
run_comic.py or run_spiral.py — only --review-effort exists; bake effort lives in the P0-bound plan.
8 · The bake sidecar (pointer, not a copy)
The bake is the skill agent calling mcp__codex__codex: the core writes <out>.bakereq.json, the agent
services it with exactly those params and writes <out>.bakestatus.json (bounded raw mcp_output +
request_id verbatim — both mandatory), and the core verifies the explicit out-path via
pickup_image.py --out-existing. The full request/status field contract + agent-wrapper SOP lives in ONE
place: comic-director §"Bake seam contract" + §"Who runs --bake-mode=agent"
— do not re-derive it here or anywhere else.
9 · Failure matrix
| Failure | Signal | SOP |
|---|---|---|
| no/stale P0 cert | FAIL-CLOSED exit before any panel spend | fan-out + re-mint via run_p0_proof.py on the CURRENT comic.json |
| bake timeout / wrapper missing | generation_failed, failure_kind:"other", "is the agent wrapper running?" |
start/fix the sidecar wrapper; each failure consumes one of the 4 panel attempts |
| throttle (429 / capacity) | throttled:true, exit 2, fresh_run_required |
wait for cooldown → FRESH run for the remaining panels; never reuse cached state |
| flagged panel (attempts exhausted) | needs_human, exit 3 |
human adjudicates; non-shippable until resolved |
| assembly drift | rollback rounds ≤6; ≥2 strikes → rewrite_storyboard |
re-bake drifters; escalation = author-layer fix, not more bakes |
| viewer build failure | finalize FAILED, exit 4, finalize:false |
fix the build; a broken viewer never reads as a successful finalize |
10 · Resume / fresh-run SOP
Throttle ⇒ fresh run for the remaining panels of that page (the run report names the resume panel); flagged /
needs_human panels are non-shippable until a human decides. A crashed run is re-run per page — KEEP'd
panels are already projected into comic.json, and the P0 digest binding (§7) tells you whether the cert
must be re-minted first (after any comic.json change: yes).
11 · CI vs agent boundary
Only these are agent-free (what tests/smoke.sh + CI actually exercise):
| Lane | Command | Agent needed? |
|---|---|---|
| CI | run_comic.py --dry-run (zero credit; prints bake prompts + validates cfg) |
no |
| CI | python3 cli/validate_wiki.py <project> |
no |
| CI | python3 packages/viewer/build_comic.py <project> (re-render from existing comic.json) |
no |
| CI | tests/test_gates.py + tests/smoke.sh |
no |
| agent | ANY real bake run — including --finalize (it is a flag on a bake run) |
YES — the mcp__codex__codex sidecar wrapper |
12 · Ship checklist
- Every page's run report:
shippable:true,flagged_for_humanempty, all kept panelspage_accepted. -
p0_skipped:falseon every run —--skip-p0-proofwas never used. - Every paid run started from a P0 cert whose digests matched that run's exact
comic.json+ bake plan. -
--finalizeexited 0 withfinalize:true(viewer build rc=0) →examples/<name>/outputs/index.html. - Optionally
comic-blind-comparison-reviewdouble-blind A/Bs it vs a naive one-shot baseline to prove the pipeline earned its cost.
Protocols
acceptance-gate — the human gates intent+outline; a different model family
acquits the rest (loop can DRIVE, can't ACQUIT) · artifact-integrity —
the agent that authors a layer never judges its own layer · reviewer-independence
· external-cadence.