ima2-gen

by lidge-junVerified

Local-first visual generation runtime and studio for people and coding agents, with reproducible image and video workflows across multiple providers.

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This skill is third-party open-source software developed and hosted independently on GitHub. SkillTip is an informational directory and does not control or maintain the underlying repository. Any security checks displayed are automated and limited in scope. Review the source code before installing.

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Installation

Add to your Claude Code skills directory:

# Add to your Claude Code skills
git clone https://github.com/lidge-jun/ima2-gen

Getting Started

Guides for using skills like ima2-gen.

Security Report

Verified

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{
  "status": "PASSED",
  "issues": []
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README.md

ima2-gen

ima2-gen logo

npm version Node.js License: MIT

🌐 Live site: lidge-jun.github.io/ima2-gen · 한국어

📖 Developer docs: Documentation site · 한국어

Read in other languages: 한국어 · 日本語 · 正體中文 · 简体中文

ima2-gen is a local-first visual generation runtime and studio for people and coding agents, with reproducible image and video workflows across multiple providers.

Install globally and generate images and videos from eight core lanes: OpenAI OAuth/API, Grok OAuth/API, Antigravity CLI, Gemini API, AtlasCloud, and MiniMax. Runway and Higgsfield remain separate MCP-backed integrations. Iterate with history, references, node branches, multimode batches, and Canvas Mode cleanup — now with one-click GPT background transparency (server-verified real alpha), annotation hover feedback, and a full light/dark/system theme.

ima2-gen classic workspace in light mode with a transparent-background result on the canvas.

Quick Start

npm install -g ima2-gen
ima2 setup
ima2 serve

Then open http://localhost:3333.

Docker

docker build -t ima2-gen .
docker run -d -p 3333:3333 -e IMA2_LAN_TOKEN=change-me -v ima2-data:/data ima2-gen

See docs/DOCKER.md for compose usage, required environment, and limitations.

To generate from the CLI, inspect the live lane catalog and choose explicit image/video defaults once:

ima2 models
ima2 defaults set image oauth/gpt-5.6-luna
ima2 defaults set video grok/grok-imagine-video-1.5
ima2 gen "a clean product photo of a red guitar pedal"
ima2 video "a cat playing piano" --duration 5 --resolution 720p
ima2 video "animate this scene" --ref photo.png --duration 10

ima2 gen and generate-mode ima2 video fail closed with NO_DEFAULT_MODEL until a CLI target is configured, unless that call passes --model <lane>/<model> or an explicit --provider <lane>. This prevents an upgrade from silently switching providers or billing lanes.

If 3333 is already occupied, ima2-gen binds the next available port and writes the actual URL to ~/.ima2/server.json. Use ima2 open or the URL printed in the terminal instead of assuming the port.

Using npx? See docs/NPX_QUICKSTART.md for the npx ima2-gen serve workflow.

One-Click Install (no npm required)

Don't have Node.js or npm? Use the platform install script — it detects your environment, installs Node LTS if needed, then installs ima2-gen.

macOS:

curl -fsSL https://lidge-jun.github.io/ima2-gen/install-mac.sh | bash

Windows (PowerShell):

irm https://lidge-jun.github.io/ima2-gen/install-windows.ps1 | iex

Linux / WSL:

curl -fsSL https://lidge-jun.github.io/ima2-gen/install-linux.sh | bash

Each script checks for nvm/fnm/brew/winget, installs Node LTS through the best available method, and handles stale process cleanup automatically.

Setup

ima2 setup offers four authentication choices:

  1. GPT OAuth — login with ChatGPT account (free, images only)
  2. Grok OAuth — login with xAI/Grok account (images + video)
  3. Both — GPT OAuth + Grok OAuth (full feature access)
  4. Web setup — configure everything in the web UI

Video generation requires Grok OAuth (option 2 or 3). Run ima2 grok login separately if you already have GPT OAuth configured and want to add video support; it defaults to the manual-paste flow.

Updating

Stop the running server with Ctrl+C, then: (or from another terminal: ima2 stop)

npm install -g ima2-gen@latest

Ctrl+C now performs a clean shutdown — closing the database, stopping child processes, and releasing file locks. On older versions (< 1.1.22) or if you see EBUSY on Windows, use the install script which handles stale process cleanup automatically.

What It Does

  • Classic mode: generate, edit, reuse the current image, paste references, and continue from history.
  • Node mode: branch a good image into multiple directions without losing the original.
  • Multimode batches: launch several Classic outputs from one prompt, watch slot-by-slot progress, and continue from the best result.
  • Video generation: create short videos from text, a single image, or multiple reference images via Grok video models. SSE streaming shows planning → submitted → progress % → done. Video frame copy buttons (First/Mid/Last) let you extract and copy keyframes from generated videos.
  • Storyboard mode: toggle storyboard mode in the composer to maintain character and scene continuity across sequential frames. Works with both image and video generation — image keyframes are composed for video production, and video clips inherit character/environment lock rules.
  • Canvas Mode: zoom, pan, annotate (with hover highlighting), erase, clean backgrounds, keep transparent previews, and export either alpha or matte-backed versions. A one-click GPT transparency button sends the current image through the i2i edit lane and reports honestly whether the result carries real pixel alpha — verified on the server, never trusted from provider metadata.
  • Light & dark themes: a token-based light mode with tinted neutrals and AA contrast, switchable between light / dark / system in Settings, with no flash on load.
  • Local gallery: keep generated assets on your machine with session-aware history. By default the gallery shows the current session and an All Images toggle reveals the full history; the default scope is sticky across sessions. Each image records its generation time and reasoning effort in the result metadata, so they persist across reloads.
  • Reference images: drag, drop, paste, and attach up to 5 references (images) or up to 7 references (video); large images are compressed before upload.
  • Prompt library imports: import local prompt packs, GitHub folders, and curated GPT-image prompt hints into the built-in prompt library.
  • Mobile shell: use the app bar, compose sheet, and compact settings toggle on smaller screens.
  • Observable jobs: active and recent jobs are tracked with safe logs and request IDs.

Agent Skills

ima2-gen ships three packaged skills for AI coding agents. These are Markdown instruction files that agents load to get structured workflows for image/video generation, frontend asset production, and design direction discovery.

SkillCommandWhat It Covers
Coreima2 skillCLI reference, prompting protocol, provider routing, Korean text, video workflows
Frontendima2 skill frontAsset pipeline (parallel gen, variant selection, provider routing), motion/video for web, responsive, a11y, anti-slop, 30+ reference files
UI/UX Designima2 skill uiuxImage-first design direction discovery, UX states, design-isms, product personalities, DESIGN.md workflow, 18 reference files
ima2 skill ls            # list available skills
ima2 skill front         # print the frontend skill
ima2 skill uiux          # print the design skill
ima2 skill front path    # print file path (for agents)
ima2 skill front --json  # JSON wrapper (for agents)
ima2 skill front refs    # list reference modules (35 files)
ima2 skill front ref motion        # load one reference module
ima2 skill install --dir <path>     # install skills to agent's skill dir
ima2 skill install --tmp            # install to temp dir (fallback)

The Frontend and UI/UX skills are production-grade design engineering guides adapted for the ima2 workflow. They cover typography, color systems, layout discipline, Korean UX patterns, motion choreography, and visual verification, with every asset generation step mapped to ima2 gen, ima2 video, and ima2 multimode commands.

SSE Multiplexing

The web UI uses a single GET /api/events Server-Sent Events connection for all generation progress. Multimode, node, and video requests are submitted as async POST (202 { requestId }) and progress events are multiplexed through a shared event bus. This eliminates the browser 6-connection limit that previously caused gallery hangs during concurrent generation. CLI clients that do not send async: true still receive per-request SSE streams for backward compatibility.

Provider Paths

Image generation can run through the local Codex/ChatGPT OAuth path, a configured OpenAI API key, the bundled Grok provider, or the Gemini provider via Antigravity CLI.

  • provider: "oauth" uses the local Codex OAuth proxy.
  • provider: "api" calls the OpenAI Responses API with the hosted image_generation tool.
  • provider: "grok" starts bundled progrok on 127.0.0.1:18645, runs mandatory xAI Web Search plus a planner pass (default: grok-4.5, configurable in settings or via --planner-model), then calls xAI Images API through the local proxy. grok-4.3 remains available as an explicit compatibility override.
  • provider: "grok-api" calls the xAI Images API directly with XAI_API_KEY (no bundled progrok OAuth proxy).
  • provider: "agy" spawns the Antigravity CLI (agy -p) to generate images via Google Gemini's default_api:generate_image tool (model: nano-banana-2). Output is fixed at 1024×1024 JPEG, max 3 reference images. No web search, quality, or size controls.
  • provider: "gemini-api" calls the Google Generative Language API directly. Supports two models: nano-banana-2 (Gemini 3.1 Flash Image) and nano-banana-pro (Gemini 3 Pro Image). Auth is via GEMINI_API_KEY env var, web UI key management, or a Vertex AI service account JSON (VERTEX_SERVICE_ACCOUNT_JSON). When both an API key and Vertex credentials are configured, Vertex takes priority. Supports variable aspect ratios (1:1 through 21:9) and four resolution tiers (512px, 1K, 2K, 4K); these controls are only honored on the direct API path — the Vertex AI endpoint ignores aspect/size because it does not accept the response_format field. Per-model cost differs: nano-banana-2 (Flash): 512=$0.001, 1K=$0.003, 2K=$0.004, 4K=$0.006; nano-banana-pro: 1K=$0.007, 2K=$0.007, 4K=$0.013. No web search or mask controls.
  • API-key generation supports classic generate, edit, mask-guided edit, multimode, and node generation.
  • Grok generation supports Classic, Node, and Agent flows. If a Classic reference, Node parent image, or Agent current image is present, ima2 switches the final Grok call to xAI image edit so image-to-image context is preserved.

If no provider is specified, the app keeps the current GPT OAuth/default behavior. GPT OAuth and API-key generation default to gpt-5.6-luna; the API-key path also defaults to low reasoning and 1024x1024 unless the request passes validated options. Grok image generation defaults to grok-imagine-image-quality.

Grok image generation exposes a model picker (grok-imagine-image / grok-imagine-image-quality) and a size picker (aspect ratio + 1k/2k resolution). The Settings page prefers the Grok Build weekly credits percentage and reset time from GET /v1/billing?format=credits; if that source is unavailable, it falls back to the legacy monthly billing window and $used/$limit. A Switch Account button starts a device-code OAuth flow (POST /api/auth/switch) for re-authenticating without leaving the app.

Grok video generation defaults to canonical grok-imagine-video-1.5; grok-imagine-video remains available for base-model-only Ref2V, V2V edit, and extension paths, and the legacy grok-imagine-video-1.5-preview string is accepted as an alias. Three modes are auto-detected from reference count: text-to-video (0 refs), image-to-video (1 ref), and reference-to-video (2-7 refs, max 10s duration). 1080p is available for grok-imagine-video-1.5 prompt-only text-to-video and single image/frame image-to-video; prompt-only 1.5 uses the internal white-canvas I2V shim before the upstream request. Video controls include duration (1-15s), resolution (480p, 720p, 1080p when supported), and aspect ratio (1:1, 16:9, 9:16, 4:3, 3:4, 3:2, 2:3, auto).

Settings workspace showing GPT OAuth active and API key provider available.

Model Guidance

The app defaults to gpt-5.6-luna for image generation and Prompt Builder planning. Older supported models remain explicit compatibility choices.

  • gpt-5.6-luna — current image and Prompt Builder default.
  • gpt-5.6-terra / gpt-5.6-sol — current GPT-5.6 alternatives when your account exposes them.
  • gpt-5.5, gpt-5.4, gpt-5.4-mini — supported compatibility choices.

The app also exposes quality (low, medium, high) and moderation (auto, low) controls.

Workflows

Classic Mode

Use Classic when you want one strong result quickly.

  1. Write a prompt.
  2. Attach or paste references if needed.
  3. Pick model, quality, size, format, and moderation.
  4. Generate one image, or enable multimode to fan out several candidate slots from the same prompt.
  5. Copy, download, continue from the result, or send it into Canvas Mode.

For a control-by-control guide to Prompt Studio, multimode recipes, Direct mode, reasoning effort, and gallery favorite behavior, see the Prompt Studio manual.

Multimode sequence with four candidate slots generating from one prompt and active job history in the sidebar.

Node Mode

Use Node mode when you want to explore branches.

Node mode with connected generated cards and compact per-node metadata.

Each node keeps its own prompt and result. Root nodes can attach local references; child nodes use the parent image as their source. Completed jobs are matched back to nodes by request ID, so reloads and graph version conflicts can recover finished results.

Canvas Mode

Use Canvas Mode when a generated image is close but needs targeted cleanup before the next prompt.

  • Separate viewport panning from selection so you can move around a zoomed image without accidentally changing annotations.
  • Use annotation, eraser, multiselect, grouping, undo/redo, and sticky notes while keeping the original gallery image available.
  • Pick background-cleanup seeds, preview the mask, and save the cleanup as a canvas version.
  • Detect transparent images and show a checkerboard preview; export with preserved alpha or with a chosen matte color.
  • Saved canvas versions stay hidden from Gallery and HistoryStrip, but Canvas Mode can reuse them and attach a canvas version as the next reference.
  • Hover any annotation with the select tool to see a live outline and a move cursor before you click.
  • Press the GPT transparency button in the canvas toolbar to remove the background through the OAuth i2i lane in one click. The server decodes the returned bytes and reports alphaVerified — the toast tells you whether real transparency actually landed, instead of assuming.

Canvas Mode with zoom controls, annotation marks, a sticky note, and the canvas toolbar.

Canvas Mode in light theme with the one-click GPT transparency flow and a transparent checkerboard result.

Prompt Library And Imports

The prompt library can now be filled from local files, GitHub folders, curated sources, and GPT-image hint packs. Imported prompts are indexed locally so search and ranking work without re-importing the same source every session.

Prompt import dialog for bringing prompts into the library, showing GitHub folder controls, curated sources, and searched prompt candidates before import.

Experimental Card News Mode

Card News is still dev-only and experimental. It is hidden in the default published runtime unless explicitly enabled for development, and it should not be treated as a stable public feature yet.

Settings

The settings workspace keeps account, model, appearance, and language controls away from the generation sidebar. Appearance now includes a light / dark / system theme toggle; the light palette uses tinted neutrals with AA contrast and applies before first paint.

Settings workspace with account navigation and generation model controls.

Settings appearance section with the light, dark, and system theme toggle in light mode.

CLI Commands

Server

CommandDescription
ima2 serve [--dev]Start the local web server; --dev enables verbose server diagnostics
ima2 stop [--force]Stop the running server safely — graceful admin-API stop first, then SIGTERM/SIGKILL; verifies the advertised pid against /api/health so a recycled pid is never killed
ima2 service <sub>Background service: install/uninstall/start/stop/restart/status/logs/repair — launchd on macOS, systemd user unit on Linux, auto-start on login with crash restart
ima2 setupReconfigure saved auth
ima2 statusShow config and OAuth status
ima2 doctorDiagnose Node, package, config, and auth
ima2 doctor image-probe [--json]Run sanitized image probes for no-image diagnostics
ima2 openOpen the web UI
ima2 resetRemove saved config

Client

These require a running ima2 serve. The CLI covers every server route. The most common ones are below — the full CLI reference lists everything (generation, history, sessions, prompt library, annotations, Card News, observability, config).

CommandDescription
ima2 models [--kind image|video] [--lane <lane>] [--json]List live lanes, status, model IDs, and capabilities
ima2 defaults set image|video <lane>/<model>Persist the fail-closed CLI target for image or video generation
ima2 defaults reset image|videoRemove a persisted CLI generation target
ima2 gen <prompt> [--model <lane>/<model>]Generate from the CLI; requires an explicit target or saved image default
ima2 edit <file> --prompt <text>Edit an existing image
ima2 multimode <prompt>Multi-image SSE generation
ima2 video <prompt> [--model <lane>/<model>]Generate video through a Grok or MCP lane; requires an explicit target or saved video default
ima2 ls [--session <id>] [--favorites]List recent history
ima2 show <name> [--metadata]Reveal a generated asset
ima2 prompt ls -q <search>Search the prompt library
ima2 inflight ls [--terminal]List active and recent jobs (alias of ps)
ima2 config set <key> <value>Write to ~/.ima2/config.json
ima2 pingHealth-check the running server

The server advertises its actual port at ~/.ima2/server.json. If 3333 is busy, the backend falls back to 3334+ and CLI commands follow the advertised URL. Override discovery with --server <url> or IMA2_SERVER=http://localhost:3333.

ima2 models --kind image
ima2 gen "poster" --model oauth/gpt-5.6-luna --reasoning-effort high
ima2 edit input.png --prompt "make it rainy" --web-search
ima2 multimode "two cats playing" -n 2
ima2 video "a cat playing piano" --model grok/grok-imagine-video-1.5 --duration 5 --resolution 720p
ima2 video "animate this" --model grok/grok-imagine-video-1.5 --ref photo.png --aspect-ratio 16:9
ima2 inflight ls --terminal
ima2 config set imageModels.reasoningEffort high

Full reference: docs/CLI.md.

Configuration

Config priority:

environment variables > ~/.ima2/config.json > built-in defaults
VariableDefaultDescription
IMA2_PORT / PORT3333Web server port
IMA2_HOST127.0.0.1Web server bind host
IMA2_OAUTH_PROXY_PORT / OAUTH_PORT10531OAuth proxy port
IMA2_SERVERCLI target override
IMA2_CONFIG_DIR~/.ima2Config and SQLite location
IMA2_ADVERTISE_FILE~/.ima2/server.jsonRuntime discovery file
IMA2_GENERATED_DIR~/.ima2/generatedGenerated image directory
IMA2_IMAGE_MODEL_DEFAULTgpt-5.6-lunaServer fallback image model
IMA2_REASONING_EFFORTmediumDefault reasoning effort for the default (GPT OAuth) path; one of none, low, medium, high, xhigh
IMA2_NO_OAUTH_PROXYSet 1 to disable the auto-started OAuth proxy
IMA2_LOG_LEVELinfoNormal serve defaults to info; dev mode defaults to debug; supports debug, info, warn, error, or silent
IMA2_INFLIGHT_TERMINAL_TTL_MS300000Recent terminal job retention for debug views
OPENAI_API_KEYAPI key for the provider: "api" Responses API image path and auxiliary API-key features
XAI_API_KEYAPI key for provider: "grok-api" direct xAI Images API path
IMA2_API_IMAGE_MODEL_DEFAULTgpt-5.6-lunaDefault image model for provider: "api"
IMA2_API_REASONING_EFFORTlowDefault reasoning effort for provider: "api"
IMA2_API_IMAGE_SIZE1024x1024Default size for provider: "api"
IMA2_API_ALLOW_WEB_SEARCHtrueToggle web search for provider: "api"
IMA2_GROK_PROXY_HOST127.0.0.1Host for the bundled progrok proxy
IMA2_GROK_PROXY_PORT18645Port for the bundled progrok proxy
IMA2_NO_GROK_PROXYSet 1 to disable automatic progrok startup
IMA2_GROK_PLANNER_MODELgrok-4.5Grok search/planner model (also configurable via settings UI or --planner-model CLI flag)
IMA2_GROK_PLANNER_TIMEOUT_MS900000Timeout for the Grok planner call
IMA2_GROK_SEARCH_TIMEOUT_MS300000Timeout for the Grok web-search brief (degrades instead of failing)
IMA2_GROK_VIDEO_PLAN_TOTAL_TIMEOUT_MS1500000Ceiling on the whole video planning phase (clamped above search + planner)
IMA2_GROK_IMAGE_MODEL_DEFAULTgrok-imagine-image-qualityDefault final Grok image model
IMA2_GROK_VIDEO_MODEL_DEFAULTgrok-imagine-video-1.5Default Grok video model
IMA2_GROK_GENERATION_TIMEOUT_MS120000Timeout for the final Grok Images API call
IMA2_OAUTH_MASKED_EDIT_ENABLEDfalseOpt-in feature flag for masked-edit requests on the OAuth path (#31, groundwork only)
GEMINI_API_KEYAPI key for provider: "gemini-api" direct Generative Language API path
VERTEX_SERVICE_ACCOUNT_JSONGoogle service account JSON for Vertex AI auth with provider: "gemini-api"; takes priority over GEMINI_API_KEY when both are set
IMA2_AGY_BINagy on PATHExplicit path to the Antigravity CLI binary for provider: "agy"
IMA2_MAX_PARALLEL24Server-wide parallel generation cap

Logging modes

ima2 serve keeps terminal output intentionally quiet: startup URLs, warnings, and errors stay visible, while request/node/OAuth structured logs are hidden by default.

Use ima2 serve --dev, npm run dev, or IMA2_LOG_LEVEL=debug ima2 serve when you need request IDs, node generation phases, OAuth stream diagnostics, or inflight state transitions. Explicit IMA2_LOG_LEVEL and ~/.ima2/config.json values still override the built-in defaults.

API Reference

The endpoint list moved to docs/API.md so this README can stay focused on first-run use.

Useful references:

Troubleshooting

ima2 ping says the server is unreachable Start ima2 serve, then check ~/.ima2/server.json. You can also run ima2 ping --server http://localhost:3333.

GPT OAuth login does not work Re-run ima2 setup (option 1), confirm ima2 status, then restart ima2 serve.

fetch failed repeats on a proxy/VPN network Check that the local OAuth proxy is reachable. On networks that require a proxy, enable your proxy client's TUN/TURN-style mode, then retry openai-oauth --port 10531. If it still fails, set HTTP_PROXY and HTTPS_PROXY in the same terminal that runs ima2 serve or openai-oauth. On Windows, also check for auto-start network interception tools, including DNS/fragmentation bypass tools such as SecretDNS, because they can break OAuth or streaming image responses even when the browser appears connected.

Images fail with API_KEY_REQUIRED Set OPENAI_API_KEY or configure an API key before using provider: "api". The default GPT OAuth path still works without an API key.

Image generation returns EMPTY_RESPONSE or no image data Run ima2 doctor image-probe --json > ima2-image-probe.json and attach the safe JSON when opening an issue. For GPT OAuth cases, also capture ima2 gen "고양이" --model oauth/gpt-5.6-luna --no-web-search --json and ima2 gen "고양이" --model oauth/gpt-5.6-luna --json while ima2 serve is running. Do not share ChatGPT cookies, OAuth token files, API keys, raw upstream responses, prompt history, or generated base64. See the FAQ support bundle.

A large reference image fails The app compresses large JPEG/PNG references before upload. If a file still fails, convert it to JPEG or PNG at a lower resolution and try again. HEIC/HEIF files are not supported by the browser path.

Old gallery images are missing after updating Recent versions moved generated images from the installed package folder to ~/.ima2/generated. Run ima2 doctor and see Recover old images.

gpt-5.5 fails but other models work Update Codex CLI first, then retry. If it still fails, your account or backend route may not expose the same image capability or quota for gpt-5.5 yet; use gpt-5.4 as the stable fallback.

The app opened on a different port If the requested server port is busy, ima2-gen falls back to the next available port and records it in ~/.ima2/server.json. If the port is unexpectedly 3457, your shell may also have inherited PORT=3457 from another local tool. Run unset PORT or start with IMA2_PORT=3333 ima2 serve.

Port 10531 is already used on Windows Some Windows security tools, including AnySign4PC.exe, may occupy the default OAuth proxy port. Current builds track the actual fallback OAuth port. If you still need a manual override, start with IMA2_OAUTH_PROXY_PORT=11531 ima2 serve and check ima2 doctor.

For more beginner-friendly answers, see the FAQ.

Development

git clone https://github.com/lidge-jun/ima2-gen.git
cd ima2-gen
npm install
npm run dev
npm run typecheck
npm test
npm run build

npm run dev builds the UI and starts the TypeScript server entry with --watch and verbose server diagnostics. npm run typecheck, npm run build:server, and npm run build:cli verify the TypeScript migration and package emit path. Node mode and Canvas Mode are part of the packaged UI by default.

Contributors

License

MIT

Frequently Asked Questions

What is ima2-gen?

ima2-gen is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by lidge-jun. Local-first visual generation runtime and studio for people and coding agents, with reproducible image and video workflows across multiple providers. It has 711 GitHub stars.

Is ima2-gen safe to use?

Yes. ima2-gen passed SkillsLLM's automated security scan — a dependency vulnerability audit plus prompt-injection heuristics — with no high-severity issues. You can read the full report in the Security Report section on this page.

How do I install ima2-gen?

Clone the repository with "git clone https://github.com/lidge-jun/ima2-gen" and add it to your Claude Code skills directory (see the Installation section above).

What programming language is ima2-gen written in?

ima2-gen is primarily written in TypeScript. It is open-source under lidge-jun on GitHub, so you can review or fork the full source.

Are there alternatives to ima2-gen?

Yes. SkillsLLM lists many other AI Agents skills you can browse and compare side by side. Open the AI Agents category from the badge at the top of this page, or use the Related Skills and comparison links further down to weigh ima2-gen against similar tools.

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