# Film Maker

> Operator playbook for the Slope Studio short-video pipeline. Use when the user wants to produce, generate, render, run, debug, observe, or publish a short vertical video (TikTok / YouTube Shorts) from an idea — or to run/inspect any single stage (script, visuals, clips, stitch, voice, save, publish). Covers the `studio` CLI end-to-end: provider choice, cost control, artifact inspection, and troubleshooting.

- Skill: `dasein108/film-maker-3` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add dasein108/film-maker-3`
- Raw SKILL.md: https://api.skillmd.com/api/skills/dasein108/film-maker-3/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra
- Author: dasein108 (https://skillmd.com/u/dasein108)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/dasein108/film-maker-3

---


# film-maker — Slope Studio operator guide

You are driving `studio`, a 7-stage CLI that turns a text idea into a finished
vertical Short. This skill tells you exactly how to run and observe each stage.

## 0. Environment check (do this first)

```bash
cd /Users/dasein/dev/slope-studio
source .venv/bin/activate 2>/dev/null || { uv venv && source .venv/bin/activate && uv pip install -e ".[fal]"; }
command -v ffmpeg ffprobe >/dev/null || echo "MISSING ffmpeg — install it"
studio --help        # confirm the CLI is importable
```

Keys live in `.env` (gitignored). `studio` auto-detects them and picks providers;
`FAL_KEY` unlocks Nano Banana images + AI video. No keys → it still runs on the
free/offline path (`stub` script, `stub` images, `kenburns` video, `edge` voice).

## 1. The pipeline at a glance

```
script → visuals → narrate → clips → stitch → audio → voice → save → [publish]
  ①         ②         ②.5      ③       ④       ④.5      ⑤      ⑥        ⑦
```
Each stage reads/writes `runs/<id>/`. The manifest `project.json` records provider,
cost, latency, done-flag per stage. Stages are idempotent (skip if output exists;
`--force` to redo visuals/clips). **`audio` ④.5** generates sfx + a music bed between
stitch and voice; the voice stage mixes them in (music ducked under narration). Sound
is a cheap, big quality lever — see guides §11.

**`narrate`** (stage ②.5, runs when `voice` is on) TTS-synthesizes each scene first,
so every clip lasts exactly as long as its narration → the final length follows the
speech (~target ±30s), perfectly synced, no truncation. It writes `05_voice/scenes/*.mp3`,
`05_voice/timing.json`, and the aligned `05_voice/captions.srt`.

> **Silent held beats** — a scene with **empty `narration`** is NOT dropped: `narrate`
> emits silence for the scene's planned `duration_s` (start→end) and holds the clip that
> long. Use this for wordless cinematic interludes (atmosphere skies, a held glow) that
> stretch a short text to a longer runtime — keep them moving (parallax/drift) and let the
> `music` bed carry them so they read as breathing room, not dead air.

## 1.5 Orientation / aspect ratio — vertical OR classic landscape

The pipeline renders **whatever aspect the scenario asks for**. Set it once and every
stage (visuals, animators, transitions, captions, master) adapts — driven by
`studio/canvas.py` (`set_from_aspect` → `W×H`); helpers default their `w,h` to that canvas.

| `aspect` | pixels | use |
|----------|--------|-----|
| `9:16` (default) | 1080×1920 | vertical Shorts / TikTok |
| `16:9` | 1920×1080 | **classic / landscape YouTube** |
| `1:1` · `4:5` · `4:3` · `21:9` | square / portrait / TV / ultrawide | other placements |

```bash
studio run "topic" --aspect 16:9 --duration 600   # classic landscape YouTube video
studio init "topic" --aspect 16:9                  # then drive stages; aspect lives in 01_script.json
```
- A hand-authored `01_script.json` just sets `"aspect": "16:9"` (top level) — stages read it.
- **Captions stay on-frame in any aspect** (`burn_subs` margin + `caption_strip` width/height
  scale with the canvas; landscape wraps wider so text fills the frame, never clipped).
- **Compose prompts for the orientation**: for `16:9`, write WIDE horizontal framings (vistas,
  lateral staging, subject offset left/right) and put `16:9 widescreen` in the `character`
  style string; for `9:16`, vertical framings.
- ⚠️ Length note: a 9:16 ≤180s upload is a *Short*; anything longer (or any 16:9) is a regular
  YouTube **video**, not a Short. Long landscape readings are fine — just not "Shorts".

## 1.6 Preview thumbnail — REQUIRED for long-form (the Kafka style)

Shorts don't need a custom thumbnail (the vertical frame IS the preview). But for **every
long-form / landscape video** (the literary readings), generate a preview BEFORE publishing
so the channel keeps one consistent, recognizable look:

```bash
studio thumbnail <id> --author "Franz Kafka" --title "Before the Law" --at 8
#   omit --title/--author to auto-derive them from 06_final.json metadata / topic
studio publish <id> --target youtube --channel <name>   # auto-uploads 06_thumb.png if present
```

This writes `06_thumb.png` (1280×720) in the **canonical style** — modeled on the Kafka set
(*Before the Law · An Imperial Message · First Sorrow*): a darkened hero frame, a short **HOOK
caption** top-left, the **AUTHOR** in gold, a gold **accent bar**, then the big white **TITLE**
bottom-left (`cardgen.thumbnail`). **Keep every long-form preview in this one style** so the
series reads as a matched set:
- Same layout every time: AUTHOR (gold) + accent bar + TITLE, with a one-line hook on top.
- Pick a strong, legible hero frame with `--at <seconds>` (a clear subject, not a transition).
- Title ≤4 words; use the real author's name; let the hook tease, not spoil.
- `studio publish` (and `studio run --publish-to`) auto-attach `06_thumb.png` — so just run
  `studio thumbnail` first; if you skip it, YouTube auto-picks a random frame (don't).

## 2. Produce a whole video (one command) — pick a TIER

`--tier free|cheap|balanced|premium` sets all providers + video strategy. Override any
stage with a flag. `--max-cost` (default $3) caps spend; clips trims/aborts to fit.

```bash
# cheap: real Nano Banana stills + free Ken-Burns motion (~$0.59 / 150s)
studio run "the chemistry of humor" --duration 150 --tier cheap

# balanced: stills + SMART AI video filling $3 on the best scenes
studio run "the chemistry of humor" --duration 150 --tier balanced --video-model ltx --max-cost 3

# free: fully offline draft, no spend, no AI
studio run "topic" --duration 30 --tier free

# premium: AI on every scene (expensive — uncap with --max-cost 0)
studio run "topic" --duration 60 --tier premium --max-cost 0

# explicit per-scene control overrides the tier:
studio run "topic" --tier cheap --ai-scenes 1,8,15 --video-model kling --max-cost 3
```
- `--max-cost N` (default 3) — clips estimates per-second cost and **aborts/trims before spending**.
- `--publish-to youtube --privacy public` to upload at the end.
- `--from-stage` / `--to-stage` to run a slice (e.g. `--from-stage visuals --to-stage stitch`).
- `--run-id NAME` reuses/resumes a run; without it a timestamped id is created.

**Always report the run id + `studio status <id>` after producing.**

## 3. Run & observe ONE stage at a time

Create a run, then drive stages individually — the normal mode when iterating or debugging:

```bash
RID=$(studio init "octopuses are aliens" --duration 60 | awk '{print $2}')
# (or: studio init ... --run-id myrun  → then RID=myrun)
```

### ① script
```bash
studio script $RID --provider stub        # or groq|openrouter|ollama|openai|gemini
cat runs/$RID/01_script.json | jq '.scenes | length, .scenes[0]'   # inspect scenes/timing
```
Check: scenes tile [0, duration] with no gaps; each ≤8s; narration present if voice.
Timing warnings print to stderr.

### ①.5 critic — gate the scenario BEFORE spending on visuals/clips

> ⚠️ **RULE — never render visuals/clips on a weak scenario.** A wired-but-empty video
> (vague narration, no real content, no feeling) is the #1 failure. After `script`, **read
> `01_script.json` end-to-end and score it against the four criteria below.** If it fails any,
> **rework the scenario and re-script — do not proceed to `visuals`.**

The critic checklist (all four must pass):
1. **Topic revealed?** — Does the piece actually deliver on its title/promise? A viewer who
   only saw this must come away *knowing the thing the title teased*, not just hearing it
   gestured at. (If the title asks a question, the body must ANSWER it.)
2. **A concrete fact / thought / event, explained?** — Is there ≥1 specific, nameable fact,
   idea, or moment (a number, a name, a date, a mechanism, a turning point) that is **stated
   AND explained** — not just asserted? Vague "it changed everything" with no *what/why* fails.
3. **Informative AND interesting?** — Does it teach something a smart viewer didn't already
   know, framed with a real curiosity gap? If it's hollow (filler, generic, obvious) → **decline
   with written feedback** naming exactly what's missing, then rewrite.
4. **Emotional payoff?** — What does the viewer FEEL (awe, dread, injustice, wonder, the click
   of a paradox)? Name the intended emotion per act. If the arc is flat / emotionless → **decline
   with feedback** and add the missing beat (a stake, a twist, a human cost, a reveal).

Write the verdict explicitly (PASS, or DECLINE + per-criterion feedback). On decline, edit
`01_script.json` (or re-run `studio script` with a sharper idea/outline) and re-critique until
it passes. Only then run `visuals`. Authoring patterns that pass this bar: guides §0.5.

**This gate is also wired into the CLI** (so headless `studio run` / the cron autopilot get it too):
```bash
studio critic $RID                       # score the current scenario → 01_critic.json (exit 1 if it fails)
studio run "idea" --critic on            # DEFAULT: gate + auto-rework the script up to --critic-retries (2),
                                         #   then proceed with the best attempt
studio run "idea" --critic strict        # abort the run if it still fails after retries
studio run "idea" --critic off           # skip the gate
#   --critic-provider <llm>  picks the judge LLM (defaults to the script provider)
```
The CLI judge applies the SAME four criteria; `--script-provider stub` skips it (wiring-only).
When you're driving by hand, still do the agent critique above — your judgment is sharper than
the in-code judge; the CLI gate is the safety net for unattended runs.

### ② visuals
```bash
studio visuals $RID --provider fal-nanobanana   # or stub (offline) | pollinations
ls runs/$RID/02_visuals/                          # one PNG per scene
# pass a character reference for consistency:
studio visuals $RID --provider fal-nanobanana --char-ref path/to/face.png --force
```
Observe: open the PNGs; verify the character looks consistent across scenes.

### ③ clips  ⚠️ COST CENTER — always `studio estimate` first
AI video is billed **per second** (kling $0.07/s → 150s = $10.50). Pick a strategy:
```bash
studio estimate $RID --budget 3                         # preview cost per model + what fits
studio clips $RID --strategy kenburns                   # FREE pan/zoom on stills ($0)
studio clips $RID --strategy auto --model ltx --max-cost 3   # SMART: fill AI within $3
studio clips $RID --strategy hybrid --ai-scenes 1,8,15  # only these scenes get AI
studio clips $RID --strategy all --model kling --max-cost 0  # AI every scene (0 = no cap)
for f in runs/$RID/03_clips/*.mp4; do ffprobe -v error -show_entries format=duration -of csv=p=0 "$f"; done
```
- `--model` (all PER-SECOND, verified 2026-06-04): `ltx` (cheapest ~$0.04/s @1080p → 5s ≈ $0.20) · `hailuo` (~$0.045/s) · `kling` (default $0.07/s) · `wan` (~$0.16/s → 6s ≈ $0.80) · `seedance` (~$0.30/s, premium).
- The stage **aborts/trims before spending** if the estimate exceeds `--max-cost`.
- Each clip normalized to 1080x1920/30fps; fal i2v clamps to 5/10s.
- To bias `auto`, set `"priority": N` on important scenes in `01_script.json`.

### ④ stitch
```bash
studio stitch $RID --transition fade --transition-s 0.4   # fade|cut|wipeleft|dissolve|...
ffprobe -v error -show_entries format=duration -of csv=p=0 runs/$RID/04_stitched.mp4
```

### ⑤ voice
```bash
studio voice $RID --provider edge          # captions OFF by default (YouTube auto-generates)
#   add a music bed:  --music beds/lofi.mp3
#   only bake in text for muted-autoplay feeds:  --captions burn
mpv runs/$RID/05_voice/final.mp4   # or open in QuickTime; check VO sync (+ captions if burned)
```
Captions are **off by default** — `narrate` still writes `captions.srt`, so upload that as a
YouTube sidecar instead of burning a text wall over the visuals. See guides §6.

### ⑥ save
```bash
studio save $RID
ffprobe -v error -show_entries format=duration:stream=codec_name,width,height \
  -of default=noprint_wrappers=1 runs/$RID/06_final.mp4   # expect h264 1080x1920 + aac
```

### ⑥.5 metadata + ⑦ publish (optional)
```bash
studio metadata $RID                                  # SEO title/desc/tags → 06_final.json (auto-runs before publish)
# YouTube: one-time OAuth setup (client_secret.json) — see docs/40-publishing/youtube.md
uv pip install -e ".[youtube]"
studio publish $RID --target youtube --privacy public # receipt → 07_publish.json
# or in one go: studio run "..." --publish-to youtube --privacy public
# TikTok is audit-gated → tiktok target raises (private-only until audited)
```
Full setup + quota/constraints: [`docs/40-publishing/youtube.md`](../../../docs/40-publishing/youtube.md).

### ⑥.7 thumbnail / preview (REQUIRED for landscape uploads)

> ⚠️ **RULE — every normal (non-vertical, i.e. `16:9`/landscape) video MUST get a
> generated preview/thumbnail before YouTube upload.** It's a *balanced* composition
> with a **hook** (a curiosity-gap line or the most striking frame), and **if the piece
> has an Author/Name** (e.g. *Franz Kafka* — *Before the Law*) **that author + title MUST
> appear on the thumbnail.** `publish` auto-attaches `06_thumb.png` if present, so make
> it first. (Vertical Shorts don't need one — YouTube auto-picks a Shorts cover.)

```bash
studio thumbnail $RID --at 6                     # hero frame @6s + auto title/author → 06_thumb.png
studio thumbnail $RID --title "BEFORE THE LAW" --author "Franz Kafka" \
                      --hook "a door made only for you"   # override any field
# then publish — the thumbnail is set on the upload automatically:
studio publish $RID --target youtube --privacy unlisted --channel <name>
```
- Title/author auto-derive from the scenario `topic`/`title` (e.g. "… — Franz Kafka",
  "… by Kafka"); override with `--title/--author`. `--hook` is the curiosity line.
- Free (Pillow): `cardgen.thumbnail` cover-crops the frame, adds a scrim, yellow accent,
  author-in-yellow + big white title, optional hook. 1280×720.
- Custom thumbnails need a **verified** YouTube channel; if the account isn't verified the
  upload still succeeds, the thumbnail is just skipped.

### ⑦.5 retire / reupload an already-published video

Flip an existing upload's privacy, or replace a 16:9 upload with a fresh 9:16 Short.
Needs the `youtube.force-ssl` OAuth scope on the channel token.

```bash
# Just retire (hide) an existing video — no reupload. USE THIS, not the raw helper:
studio unlist <VIDEO_ID> --channel <name>            # default privacy=unlisted; --privacy private|public
#   ↑ flips YouTube privacy AND sets journal entry.unlisted → recomputes percentiles/bandit/
#     outcome over the PUBLIC portfolio (SLO-39). A retired video stops skewing stats.

# Retire old + reupload the master as a 9:16 Short (converts, uploads, patches journal):
python3 scripts/reupload_as_shorts.py \
  --run-id <run-id> --old-video-id <VIDEO_ID> --channel <name>
#   --old-privacy unlisted|private   old video state after reupload (default: unlisted)
#   --skip-convert   reuse existing 06_final_shorts.mp4
#   --skip-upload    dry run (retire only, no new upload)
```
- **Journal reflection:** `studio unlist` sets `entry.unlisted` so the video drops out of all
  stats. The raw `publish.set_privacy(...)` helper does **not** — it only calls the YouTube API.
  Prefer `studio unlist` whenever the video has a journal entry.
- Reupload = a **new** `video_id` → zero views/analytics, cold-start; the journal entry is
  swapped to the new id and its metrics/snapshots cleared. Prefer `unlisted` over `private`
  for the old one so its comments/analytics stay reachable by direct link.
- New Short only counts as a Short if ≤180s (see the ⚠️ length note above).

## 3.5 Animation & transitions (per-scene, free)

> **Authoring for QUALITY?** Read [`film-maker-guides.md`](film-maker-guides.md) —
> the marvelous-effects playbook (parallax depth, the `slice` reveal, literal manim
> moments, caption safety, operator preferences). Use it whenever a video should
> look *great*, not just be wired.

Each scene in `01_script.json` controls its own look — set by the script author/LLM:
- `animator`: `kenburns` (default) · `motion-driftright|driftleft|driftup|driftdown|zoomin|zoomout|pulse` · `kinetic` · `parallax` · `blurred-parallax` · `slice` · `static` · `puppet` · `talkinghead` · `manim`
- `transition` (into the scene): `cut` (default) · `fade` · `wipeleft/right/up/down` · `slide*` · `circleopen/close` · `dissolve` · `radial` · `zoomin` …
- `transition_dur`: seconds (default 0.4) · `manim_code`: vector animation body for `animator:"manim"`

Transitions are overlap-compensated → video stays synced to narration (no drift).
`animator` applies to FREE scenes; AI scenes use `fal-i2v` (paid). Mix freely.

> ⚠️ **RULE — `parallax` is for PERSPECTIVE / DEPTH scenery, NOT a big foreground subject.**
> Author it on frames built from **receding depth planes** — sky & clouds (far), mountains /
> hills / a city skyline (mid), houses / trees / a road / terrain (near) — so the planes drift
> at different speeds and read as real 2.5D depth.
> - 🚫 **Do NOT use `parallax` on a frame that a human, animal, face, or one single object
>   DOMINATES (takes most of the space).** A big close subject has no depth to reveal and just
>   floats as a flat cutout — it looks worse, not better. For a big/close subject use `static`,
>   `slice`, or `motion-drift*` instead. A *small* figure inside a deep landscape is fine — it
>   simply becomes the nearest plane.
> - It NEVER cuts a subject out of a single still (the old auto rembg-cut tore frames — gone).
>   **Default (no plate):** a clean full-image lateral pan over the whole vista — safe anywhere.
>   **Layered 2.5D (balanced+):** `studio run --tier balanced|premium` (or `studio visuals
>   --parallax-plates`) renders a separate `scene_NN_bg.png` plate that drifts behind the held
>   near elements — two DIFFERENT images, real depth, no hole. For the strongest perspective,
>   author **2–3 distinct planes** (e.g. cloud layer / mountain layer / foreground) as separate
>   PNGs, or use `blurred-parallax` for a free 2-plane sky-vs-ground depth.
> Compose the visual prompt as a **landscape with clear distance** (foreground, midground,
> horizon), not a portrait of one thing.

> ⚠️ **RULE — `pulse` and `kinetic` are OFF by default; use only on explicit need.**
> - `motion-pulse` (breathing zoom) reads as twitchy/epileptic — **never** reach for it
>   unless the user explicitly asks (same family as the banned `zoomin`/`zoomout`).
> - `kinetic` bakes a big on-screen HEADLINE — use it **only** when a scene genuinely needs
>   on-screen words (the hook, a shouted line, a title/outro card), and only over a
>   *text-free* illustration (never a `card`, which doubles the text). For ordinary
>   narrated/story beats use `parallax` / `slice` / `motion-drift*` / `static` instead —
>   the spoken line (and captions, if on) already carries the words. Don't sprinkle
>   `kinetic` as generic motion.

> ⚠️ **RULE — any zoom effect (`kinetic`, `pulse`, ken-burns, `motion-zoom*`) must keep
> the image FILLING the frame at all times — never reveal white / black bars / empty
> canvas.** Bound the zoom so it only ever goes from **full image (widest) → zoomed-in
> (tightest)**, never wider than the full image:
> - widest extreme = the **whole image covers the frame** (scale-to-cover, zoom = 1.0);
> - tightest extreme = a zoomed-in crop; **never zoom OUT past 1.0** (that exposes the
>   background = white/empty).
> - A `kinetic` headline always sits **over the cover-filled still**, never on a blank
>   card. If a still doesn't match the aspect, it's **cover-cropped (increase+crop)**, not
>   letterboxed (decrease+pad) — padding shows empty bars. (Enforced in `ffmpeg.kinetic`.)

> ⚠️ **RULE — keep RECURRING characters & settings visually CONSISTENT across scenes.**
> Same-style is not enough: the doorkeeper must look like the **same person** every scene,
> the gate the **same gate**, an interior the **same room** — as in real continuity, not a
> new face/door each cut. The `character` style string only fixes the *art style*. For
> *subject identity*:
> - Decide each recurring entity's **canonical look once** (the doorkeeper's exact face,
>   beard, fur coat; the gate's exact shape/material; the hall's columns) and paste that
>   **same detailed description verbatim** into every scene that shows it.
> - And/or pass a **`--char-ref <image.png>`** to `studio visuals` (Nano-Banana `edit`
>   model holds the reference identity); reuse one scene's good render as the ref.
> - Author the scenario so each subject has a fixed description block reused across scenes,
>   not a fresh ad-hoc description per scene.

**Extra effects catalog (rain, snow, fire, fog, sunrise/sunset, water, film grain,
glitch, god-rays, shape morphs, kinetic typography…):** the bullet above lists what's
**wired**. The full research-backed library is the effects index
[`docs/30-animation/effects/`](../../../docs/30-animation/effects/README.md), status-tagged:
- ✅ live (set `animator:"…"`); 🧩 author today via `animator:"manim"` + `manim_code`
  (morphs, kinetic typography, lightning, leaves — paste-ready snippets in
  [`effects/manim-effects.md`](../../../docs/30-animation/effects/manim-effects.md));
- 🧪 recipe-backlog (drop-in ffmpeg filtergraphs in
  [`effects/ffmpeg-recipes.md`](../../../docs/30-animation/effects/ffmpeg-recipes.md));
  🔬 research-only ([`shaders.md`](../../../docs/30-animation/effects/shaders.md) /
  [`particles.md`](../../../docs/30-animation/effects/particles.md)).
- ⚠️ **Never set a 🧪/🔬 name in `animator`** — unknown names fall back to `kenburns`. Reach
  those via Manim or an ffmpeg post-pass; to wire one, follow
  [effects → adding an effect](../../../docs/30-animation/effects/README.md#adding-an-effect).

**Voice & tone:** Script `voice_name` (man|woman|cartoon|narrator) + `tone`
(neutral|serious|mystical|friendly|sad|excited|**poetic**); per-scene `tone` overrides. CLI:
`--voice man --tone mystical`. edge approximates tone (rate/pitch, free); openai-tts
gives real tone. See [`voices.md`](../../../docs/30-animation/voices.md).

> **Poetry / spoken-verse** is a special case where voice + tone IS the art — accents
> must land on the right words. Use `narrate/voice --provider openai-tts --tone poetic` (NOT
> edge: it only pitch-shifts, can't place accents; openrouter is script-only, no TTS).
> One scene per line/couplet + per-scene `tone` for line-level breath. Full preset:
> [`docs/recipes/poetry.md`](../../../docs/recipes/poetry.md) and guides §13.

Full references (read before authoring scenes or adding presets):
- Schema: [`docs/30-animation/scenario-schema.md`](../../../docs/30-animation/scenario-schema.md)
- Index + decision matrix: [`docs/30-animation/README.md`](../../../docs/30-animation/README.md)
- **Effects index (full catalog):** [`docs/30-animation/effects/README.md`](../../../docs/30-animation/effects/README.md)
- [`transitions.md`](../../../docs/30-animation/transitions.md) · [`motion.md`](../../../docs/30-animation/motion.md) · [`kinetic.md`](../../../docs/30-animation/kinetic.md) · [`parallax.md`](../../../docs/30-animation/parallax.md) · [`slice.md`](../../../docs/30-animation/slice.md) · [`manim.md`](../../../docs/30-animation/manim.md)

Deps: `parallax` → `uv pip install -e ".[parallax]"`; `manim` → `".[manim]"`. Both
fall back to `kenburns` (recorded in the manifest note) if a dep/render fails.

## 4. Observe the whole run

```bash
studio status $RID                 # table: stage / done / provider / cost / latency / note
cat runs/$RID/project.json | jq .  # raw manifest incl total_cost_usd
find runs/$RID -type f | sort      # every artifact produced
```

## 5. Cost control

- Stage 3 (video) dominates cost. Iterate cheaply on ① ② (cents) before rendering ③.
- Nano Banana image = **$0.039** (verified). fal i2v per-clip is an **estimate** in the
  manifest — confirm against fal.ai's current pricing; refine after a pilot.
- Use `--max-cost` on `studio run`. Use `kenburns` + `stub` to dry-run wiring for $0.
- A 150s video ≈ 19–30 scenes by default; lower `--duration` while iterating.

## 6. Troubleshooting

| Symptom | Cause / fix |
|---------|-------------|
| `402 Payment Required` on visuals | Pollinations paywalls anonymous. Use `--image-provider stub` or `fal-nanobanana`. |
| `No such filter: 'drawtext'`/`subtitles` | This ffmpeg lacks libfreetype AND libass. Caption burn overlays **Pillow PNG strips** (`burn_subs`→`caption_strip`); never switch to `subtitles=`/`drawtext`. Stub/`card` images avoid drawtext too. |
| `missing FAL_KEY` | Add it to `.env`. Or use free providers (`stub`/`kenburns`). |
| script JSON parse error | Free LLMs sometimes break JSON. Retry, or `--script-provider stub`. |
| clips too short / trimmed | i2v caps at 5/10s; long scenes need splitting in stage 1. |
| output shorter than expected | Fixed via `apad` in mux; if recurring, check narration vs video length. |
| TikTok publish raises | By design — audit-gated. Default to `--privacy self_only` or use YouTube. |
| need to unlist/replace a live video | See ⑦.5 — `studio unlist <id> --channel <name>` (also drops it from journal stats), or `scripts/reupload_as_shorts.py` to retire + reupload as a Short. Needs `youtube.force-ssl` scope. |

## 7. After producing

Always: print the **run id**, the **`studio status`** table (providers + total cost),
the **master path** (`runs/<id>/06_final.mp4`), and offer to publish or iterate a stage.
For deeper rationale (model comparisons, pricing, tiers) point to `docs/`.