Multi-vendor AI image generation with authentication-aware parallel dispatch. Routes to Codex (gpt-image-2 via ChatGPT OAuth), Antigravity (Gemini-family "nano-banana" image models via `agy` CLI + Gemini Code Assist; exact model chosen internally by agy), and Pollinations (flux/zimage, free with signup). Use for image generation, image creation, visual asset generation, and AI art.
Multi-vendor AI image generation with authentication-aware parallel dispatch. Routes to Codex (gpt-image-2 via ChatGPT OAuth), Antigravity (Gemini-family "nano-banana" image models via `agy` CLI + Gemini Code Assist; exact model chosen internally by agy), and Pollinations (flux/zimage, free with signup). Use for image generation, image creation, visual asset generation, and AI art.
Image Agent - Multi-Vendor Image Router
Scheduling
Goal
Generate images and visual assets through authenticated multi-vendor routing while preserving prompt clarity, reference-image handling, cost controls, and reproducible output manifests.
Intent signature
User asks to generate images, visual assets, illustrations, product photos, concept art, mockups, or AI art.
Another skill needs shared image-generation infrastructure.
User provides reference images or asks for vendor comparison.
When to use
Generating images, visual assets, illustrations, product photos, concept art
Comparing output between multiple image models for the same prompt
Producing images from prompts within editor workflows (Claude Code, Codex, Gemini CLI)
Other skills needing image generation infrastructure (shared invocation)
When NOT to use
Editing an existing image or photo manipulation -> out of scope
Generating videos or audio -> out of scope
Inline vector art / SVG composition from structured data -> use a templating skill
Simple asset resizing or format conversion -> use a dedicated image library
Expected inputs
Image prompt or creative brief
Optional vendor, size, quality, count, output directory, and reference images
Authentication/environment state for Codex, Pollinations, or Gemini
Expected outputs
Generated image files under .agents/results/images/ or requested output directory
manifest.json with prompt, vendor, model, and reproducibility metadata
Vendor comparison outputs when --vendor all is used
Dependencies
oma image generate CLI and vendor authentication
Codex image generation, Pollinations API, or Gemini API/CLI strategy
resources/vendor-matrix.md, resources/prompt-tips.md, and the image: section of .agents/oma-config.yaml
Control-flow features
Branches by prompt ambiguity, vendor auth, cost threshold, reference-image support, path safety, and safety/timeout exit codes
Calls external vendor APIs/CLIs
Reads reference images and writes generated images plus manifests
Structural Flow
Entry
Validate that the request contains enough subject, setting, style, usage, and aspect-ratio signal.
Detect attached/reference images and vendor support.
Check authentication, cost guardrails, output path, and count limits.
Scenes
PREPARE: Clarify or amplify prompt and choose vendor strategy.
ACQUIRE: Validate auth, references, output path, and provider availability.
ACT: Invoke oma image generate with selected vendor(s), prompt, references, and options.
VERIFY: Check manifest, output files, exit code, and provider result.
FINALIZE: Return output paths and relevant warnings.
Transitions
If prompt lacks required signal, clarify or show amplified prompt before generation.
If --vendor all is requested, require every requested vendor to be available.
If reference path is supported by selected vendor, pass it automatically.
If estimated cost exceeds guardrail, require confirmation unless bypassed.
Failure and recovery
If auth is missing, report vendor-specific authentication requirement.
If reference support is unavailable for the selected vendor, reject with actionable guidance.
If local CLI is outdated, ask user to run oma update.
If generation times out or is blocked, surface exit code and provider status.
Exit
Success: images and manifest exist in the output directory.
Partial success: some vendors fail in comparison mode and failures are reported.
Failure: no image is produced and the route/cost/auth/safety blocker is explicit.
Logical Operations
Actions
Action
SSL primitive
Evidence
Validate prompt completeness
VALIDATE
Clarification protocol
Select vendor strategy
SELECT
Vendor matrix and auth state
Read reference images
READ
--reference paths
Call generation CLI/API
CALL_TOOL
oma image generate
Write image outputs
WRITE
Image files and manifest
Validate result
VALIDATE
Exit code, manifest, files
Report output
NOTIFY
Final path summary
Tools and instruments
oma image generate, oma image doctor, oma image list-vendors
Codex, Pollinations, and Gemini provider paths
Prompt tips, vendor matrix, and image config
Canonical command path
oma image doctor
oma image generate "<prompt>" --vendor auto --size auto --quality auto --format json
With reference images:
oma image generate --reference "<absolute-path>" --vendor codex "<prompt>"
Resource scope
Scope
Resource target
LOCAL_FS
Reference images, generated images, manifests
PROCESS
Provider CLIs and image router commands
NETWORK
Pollinations/Gemini or provider APIs
CREDENTIALS
Provider auth and API keys
Preconditions
Prompt is sufficiently specified or user approves amplification.
Required vendor auth and output permissions exist.
Reference paths are accessible when used.
Effects and side effects
Creates image files and manifests.
May call paid or rate-limited provider APIs.
May read attached/reference images.
Guardrails
Clarify before invoking: if the user's request is ambiguous about subject, style, composition, or usage context, ask the user first or amplify the prompt explicitly (showing the user the expanded version for approval). Do NOT silently generate from a vague prompt. See Clarification Protocol below.
Authentication-aware dispatch: detect which vendor CLIs are available and run only those; with --vendor all, every requested vendor must be available (strict). Caveat: the antigravity health check verifies installation only (agy --version) — a signed-out agy passes health and fails at generate time with agy's own error.
Cost guardrail: confirm before executing runs whose estimated cost is ≥ $0.20 (configurable). --yes / OMA_IMAGE_YES=1 bypass. Default vendors pollinations (flux/zimage) and antigravity (nano-banana via Gemini Code Assist) are free, so auto-triggering on keywords is safe. Non-interactive contexts (agents, CI — no TTY on stdin): the CLI cannot prompt, so a run at/over the threshold exits 1 with a message naming --yes. Calling agents must confirm the estimated cost with the user in-conversation (use --dry-run to get the estimate), then re-run with -y.
Cancellable: SIGINT/SIGTERM aborts in-flight provider calls and the orchestrator.
Deterministic outputs: every run writes manifest.json next to the images for reproducibility.
Max n = 5: wall-time bound.
Exit codes align with oma search fetch (0, 1, 2=safety, 3=not-found, 4=invalid-input, 5=auth-required, 6=timeout).
Clarification Protocol
Before invoking oma image generate, the calling agent runs this checklist against the user's request. If any answer is "no / unknown", clarify with the user first.
Required signal (must be present or inferable):
Subject: what is the primary thing in the image? (object, person, scene)
Setting / backdrop: where is it? (context, environment)
Strongly recommended (ask if absent AND not inferable from context):
Aspect ratio / resolution: any WxH where each edge is a multiple of 16 between 16 and 3840 and aspect ∈ [1:3, 3:1] (e.g. 1024x1024 square, 2048x1152 16:9, 3840x2160 4K UHD, 1024x1536 portrait), or auto.
Amplification shortcut. For brief prompts (e.g. "a red apple"), do not pop clarifying questions if the request is genuinely that simple. Instead amplify inline and show the user the expanded version before invoking:
User: "a red apple"
Agent: "I'll generate this as: a single glossy red apple centered on a clean white background, soft studio lighting, photorealistic, shallow depth of field, 1024×1024. Shall I proceed, or would you like a different style/composition?"
Skip both clarification and amplification when the user has clearly authored a full creative brief (≥ 2 of: subject + style + lighting + composition). Respect their prompt verbatim.
Output language. Generation prompts are sent to the provider in English (image models are trained predominantly on English captions). Translate the user's request if they wrote in another language, and show them the translated version during amplification so they can correct misreadings.
Vendors
This skill follows oh-my-agent's CLI-first concept: whenever a vendor's native CLI can drive generation (and return raw bytes), the subprocess path is preferred over direct API keys. Direct API is only used as a fallback for vendors whose CLI can't yet emit raw image bytes.
Vendor
Strategy
Models
Trigger
codex
CLI-first via codex exec over ChatGPT OAuth (codex login), built-in image_gen
gpt-image-2
Logged in via Codex CLI (no API key)
pollinations
Direct HTTP via gen.pollinations.ai/v1/images/generations (free signup for key)
agy -p --dangerously-skip-permissions --add-dir <outDir> — Antigravity's agentic CLI runs over the user's Gemini Code Assist subscription. agy writes raw bytes to absolute target paths we embed in the prompt; the provider sniffs format via magic bytes and renames the file extension to match. Model selection is opaque — agy picks internally, we never name a model.
(opaque — chosen by agy)
agy CLI installed + signed in. No API key, no per-image charge.
The direct Gemini path (gemini -p stream, generativelanguage.googleapis.com API) is deprecated. agy is the supported Gemini image route — it's free with Gemini Code Assist and doesn't require billing on AI Studio.
Invocation
Standalone
/oma-image a red apple on white background
/oma-image --vendor all --size 1536x1024 jeju coastline at sunset
/oma-image -n 3 --quality high --out ./hero "minimalist dashboard hero illustration"
Shell CLI
oma image generate "<prompt>" [--vendor auto|codex|pollinations|antigravity|all] [-n 1..5] \
[--size WxH|auto] \
[--quality low|medium|high|auto] \
[--model <name>] \
[--out <dir>] [--allow-external-out] \
[-r <path>]... \
[--timeout 180] [-y] [--no-prompt-in-manifest] \
[--dry-run] [--format text|json]
oma image doctor
oma image list-vendors
--model <name> overrides the vendor's default model for this run — e.g. --vendor pollinations --model zimage, or a credit-gated Pollinations model like gpt-image-2. It applies to every vendor in the run set, so combine it with an explicit --vendor; antigravity ignores it (agy picks its model internally).
Reference Images (-r, --reference)
Attach up to 10 reference images (PNG/JPEG/GIF/WebP, ≤ 5MB each) to guide style, subject identity, or composition. Repeatable or comma-separated.
oma image generate -r ~/Downloads/otter.jpeg "same otter in dramatic lighting"
oma image generate -r a.png -r b.png "blend these two styles"
Supported vendors:
Vendor
Support
How
codex (gpt-image-2)
PASS
Passes -i <path> to codex exec
antigravity
PASS
Refs copied to a per-run temp dir, agy --add-dir <tmpdir> grants access, paths inlined into the prompt
pollinations
N/A
Rejected with exit code 4 when explicitly selected (requires URL hosting; see PR #2 roadmap). Under --vendor auto, reference-unsupported vendors are silently dropped from the run set instead.
Paths: absolute or relative to $CWD. Host CLIs usually expose attached images via:
Claude Code: ~/.claude/image-cache/<session>/N.png (surfaced in system messages as [Image: source: <path>])
Antigravity: workspace upload directory (exact path shown in IDE)
Codex CLI as host: user must pass the filesystem path explicitly; in-conversation attachments are not forwarded
When ALL of the following are true, the calling agent MUST pass the attached image via --reference <path> automatically. Never describe the image in prose as a workaround.
The user asks to generate or edit an image (referencing the attached one by phrases like "이거", "this image", "same style as this", "이 수달", etc.).
A host-surfaced attached image is visible to the agent (e.g. a Claude Code system message with [Image: source: <path>], or an Antigravity workspace upload path, or an explicit filesystem path in the user's message).
The selected vendor supports references (codex or antigravity).
Required action: invoke oma image generate --reference <absolute-path> --vendor <codex|antigravity> "<prompt>". If the user didn't specify a vendor, default to codex (CLI-first, widest availability). Do NOT:
Fall back to prose description ("I'll describe the otter's appearance...").
Ask the user to re-type or re-attach the path.
Claim the CLI doesn't support references without first running oma image generate --help to verify.
If the local CLI is outdated (--reference is missing from --help): tell the user to run oma update once, then retry. Do not silently degrade to prose.
If the reference path is from Claude Code's image-cache: note to the user that the path is session-scoped and suggest copying the file to a durable location if they want to reuse it later. Still proceed with the generation.
Shared Infrastructure (from other skills)
Other skills call oma image generate --format json and parse the JSON manifest from stdout.
Output Layout
Filenames follow <vendor>[-<model>]-<shortid>[-<n>].<ext> — the model segment is omitted for antigravity (opaque model), the extension reflects the sniffed format (JPEG is common), and -<n> appears only when -n > 1.
Follow resources/execution-protocol.md step by step.
See resources/vendor-matrix.md for strategy precheck rules.
Use resources/prompt-tips.md for writing effective prompts.
Before submitting, run resources/checklist.md.
Configuration
Project-specific settings: the image: section of .agents/oma-config.yaml, which oma update preserves. Shipped defaults live in the CLI (DEFAULTS in cli/commands/image/config.ts) — write only the keys you change. The legacy config/image-config.yaml is no longer read by the CLI; migration 022 moves anything you had changed there into oma-config (and deletes the file when it was never edited).
Env vars: OMA_IMAGE_DEFAULT_VENDOR, OMA_IMAGE_DEFAULT_OUT, OMA_IMAGE_YES, POLLINATIONS_API_KEY.
