generate

name

generate

description

Use the `vg generate` CLI to search, inspect, run, and manage 1200+ generative model endpoints. Trigger when the user asks to "generate an image", "make a video", "search models", "run a model", "fetch schema", "check pricing", "upload an asset", "queue async job", "track request", or any direct interaction with the model endpoint catalog. This is the foundational skill. Every other media skill in this repo executes its work through `vg generate` commands. Use `--json` whenever the output will be parsed by an agent, or `--field path` to print a single value.

vg generate: model endpoint runner

vg generate is the agent-first CLI for generating images, video, and audio. It works in a terminal for humans (pretty output) and equally well for agents (structured JSON when piped or with --json). All other skills in this repo call vg generate for execution; they do not wrap any model HTTP API directly. Every call is forwarded through a single vibedgames server proc that attaches the credentials and proxies the request.

Vibedgames runtime. Install with npm install -g vibedgames (or pnpm dogfood in this repo). The vibedgames server holds the API key, so there is no per-machine setup. The CLI exposes run, status, models, schema, upload, pricing, and docs — the read/write surface that maps to the queue, platform, storage, and docs APIs.

For the full command surface (every flag, every option, every example), see references/full-reference.md. For setup details, see the Setup section below.

Critical rules

1. Always use --json when an agent will read the output. Pretty mode is for humans only.
2. Never invent endpoint IDs. Use vg generate models "<query>" to discover, vg generate models --endpoint_id <id> to verify.
3. Inspect schema before running. vg generate schema <endpoint_id> --json shows the exact field names. Guessed flags fail with 422.
4. Save files with --download, not curl. The CLI handles authentication, naming, and file format detection.
5. Use --async for long-running generation. Image work usually completes inline; video/audio/3D usually need queue + status polling.

Command index

Command	Purpose
vg generate models <query>	Search the catalog (or --category, or --endpoint_id)
vg generate schema <endpoint_id>	Inspect inputs/outputs (compact or --format openapi)
vg generate run <endpoint_id> --<param> <value>	Execute a model
vg generate status <endpoint_id> <request_id>	Poll an async job (with --result, --cancel, --download)
vg generate upload <path>	Upload a local file (returns a URL usable as a model input)
vg generate pricing <endpoint_id>	Check cost per call
vg generate docs <query>	Search generative-model documentation

vg generate is a model-call surface only. Install/update the CLI with npm install -g vibedgames; skills live in this repo under plugins/generate/skills/ and sync via pnpm dogfood.

Own a Codex plan with image generation? Add --provider codex to vg generate run (or set VG_GENERATE_PROVIDER=codex) to generate images through your local codex CLI instead of the vibedgames catalog — nothing hits the vibedgames backend, and it needs no vibedgames auth (vg login/VG_TOKEN not required; only your signed-in Codex plan). Constraints an agent must respect: images only (no video/audio/3D — use the default provider), synchronous (no --async), and output is saved straight to disk — read downloaded_files[] from the --json result (there are no URLs). Requires the codex CLI on PATH and a signed-in Codex plan; if it's missing the command exits non-zero, so fall back to the default provider. Full contract (recognized inputs, JSON shape, failure semantics): full-reference.md.

Credits

Every vg generate run debits the account's credit balance: an estimated hold at submit, corrected to the actual cost when the result is fetched. Failed or cancelled jobs are refunded automatically. New accounts start with $20.00.

• Check balance: vg credits (or vg credits --json for agents). vg generate pricing <id> --json estimates cost before running.
• If a submit fails with a FORBIDDEN error whose message starts with insufficient_credits:, STOP. Retries cannot succeed — the balance is exhausted, and switching endpoints or re-queueing will fail the same way. Surface the error message to the human; only a platform admin can grant more credits.

Standard workflow

The canonical genmedia loop that every domain skill (character-design, cinematography, storytelling, …) runs:

1. Resolve the endpoint. Verify a known ID with vg generate models --endpoint_id <id> --json; fall back to vg generate models "<task>" --json / vg generate docs "<topic>" --json only when no routed endpoint covers the role.
2. Inspect before running. vg generate schema <id> --json for exact fields, vg generate pricing <id> --json when cost matters. Use only schema-supported fields (seed, reference image, image strength, negative prompt) and record what you used.
3. Upload references with vg generate upload <path> --json; reuse the returned URL.
4. Run. Stills usually complete inline; video/audio/3D need --async then vg generate status <id> <request_id> --json to poll.
5. Download via --download "./outputs/<dir>/{request_id}_{index}.{ext}", reading paths from downloaded_files[] — never curl URLs.

Quick patterns

Run a model and download the result

vg generate run fal-ai/flux/dev \
 --prompt "a cat on the moon" \
 --download "./out/{request_id}_{index}.{ext}" \
 --json

Async + poll

REQ=$(vg generate run fal-ai/veo3.1 --prompt "a dog running" --async --field request_id)
vg generate status fal-ai/veo3.1 "$REQ" \
 --download "./out/{request_id}_{index}.{ext}" \
 --json

Upload then run

URL=$(vg generate upload ./photo.jpg --field url)
vg generate run fal-ai/nano-banana-pro/edit \
 --image_urls "$URL" \
 --prompt "make the sky stormy" \
 --download "./out/{request_id}_{index}.{ext}" \
 --json

Discover when the user names a fuzzy task

vg generate models "background removal product image" --json
vg generate models --category text-to-video --limit 5 --json
vg generate docs "webhook callbacks" --json

Setup

npm install -g vibedgames # global install
vg --help                 # confirm the CLI is on PATH

In this repo, run pnpm dogfood instead — it links the local CLI build and syncs .claude/skills/. The vibedgames server holds the API key, so there is no per-machine API-key step. See full-reference.md for output modes and JSON conventions.