diff --git a/skills/inference-sh/DESCRIPTION.md b/skills/inference-sh/DESCRIPTION.md
new file mode 100644
index 000000000..011ede4c1
--- /dev/null
+++ b/skills/inference-sh/DESCRIPTION.md
@@ -0,0 +1,19 @@
+# inference.sh
+
+Run 150+ AI applications in the cloud via the [inference.sh](https://inference.sh) platform.
+
+**One API key for everything** — access image generation, video creation, LLMs, search, 3D, and more through a single account. No need to manage separate API keys for each provider.
+
+## Available Skills
+
+- **cli**: Use the inference.sh CLI (`infsh`) via the terminal tool
+
+## What's Included
+
+- **Image Generation**: FLUX, Reve, Seedream, Grok Imagine, Gemini
+- **Video Generation**: Veo, Wan, Seedance, OmniHuman, HunyuanVideo
+- **LLMs**: Claude, Gemini, Kimi, GLM-4 (via OpenRouter)
+- **Search**: Tavily, Exa
+- **3D**: Rodin
+- **Social**: Twitter/X automation
+- **Audio**: TTS, voice cloning
diff --git a/skills/inference-sh/cli/SKILL.md b/skills/inference-sh/cli/SKILL.md
new file mode 100644
index 000000000..79183f61c
--- /dev/null
+++ b/skills/inference-sh/cli/SKILL.md
@@ -0,0 +1,155 @@
+---
+name: inference-sh-cli
+description: "Run 150+ AI apps via inference.sh CLI (infsh) — image generation, video creation, LLMs, search, 3D, social automation. Uses the terminal tool. Triggers: inference.sh, infsh, ai apps, flux, veo, image generation, video generation, seedream, seedance, tavily"
+version: 1.0.0
+author: okaris
+license: MIT
+metadata:
+  hermes:
+    tags: [AI, image-generation, video, LLM, search, inference, FLUX, Veo, Claude]
+    related_skills: []
+---
+
+# inference.sh CLI
+
+Run 150+ AI apps in the cloud with a simple CLI. No GPU required.
+
+All commands use the **terminal tool** to run `infsh` commands.
+
+## When to Use
+
+- User asks to generate images (FLUX, Reve, Seedream, Grok, Gemini image)
+- User asks to generate video (Veo, Wan, Seedance, OmniHuman)
+- User asks about inference.sh or infsh
+- User wants to run AI apps without managing individual provider APIs
+- User asks for AI-powered search (Tavily, Exa)
+- User needs avatar/lipsync generation
+
+## Prerequisites
+
+The `infsh` CLI must be installed and authenticated. Check with:
+
+```bash
+infsh me
+```
+
+If not installed:
+
+```bash
+curl -fsSL https://cli.inference.sh | sh
+infsh login
+```
+
+See `references/authentication.md` for full setup details.
+
+## Workflow
+
+### 1. Always Search First
+
+Never guess app names — always search to find the correct app ID:
+
+```bash
+infsh app list --search flux
+infsh app list --search video
+infsh app list --search image
+```
+
+### 2. Run an App
+
+Use the exact app ID from the search results. Always use `--json` for machine-readable output:
+
+```bash
+infsh app run <app-id> --input '{"prompt": "your prompt here"}' --json
+```
+
+### 3. Parse the Output
+
+The JSON output contains URLs to generated media. Present these to the user with `MEDIA:<url>` for inline display.
+
+## Common Commands
+
+### Image Generation
+
+```bash
+# Search for image apps
+infsh app list --search image
+
+# FLUX Dev with LoRA
+infsh app run falai/flux-dev-lora --input '{"prompt": "sunset over mountains", "num_images": 1}' --json
+
+# Gemini image generation
+infsh app run google/gemini-2-5-flash-image --input '{"prompt": "futuristic city", "num_images": 1}' --json
+
+# Seedream (ByteDance)
+infsh app run bytedance/seedream-5-lite --input '{"prompt": "nature scene"}' --json
+
+# Grok Imagine (xAI)
+infsh app run xai/grok-imagine-image --input '{"prompt": "abstract art"}' --json
+```
+
+### Video Generation
+
+```bash
+# Search for video apps
+infsh app list --search video
+
+# Veo 3.1 (Google)
+infsh app run google/veo-3-1-fast --input '{"prompt": "drone shot of coastline"}' --json
+
+# Seedance (ByteDance)
+infsh app run bytedance/seedance-1-5-pro --input '{"prompt": "dancing figure", "resolution": "1080p"}' --json
+
+# Wan 2.5
+infsh app run falai/wan-2-5 --input '{"prompt": "person walking through city"}' --json
+```
+
+### Local File Uploads
+
+The CLI automatically uploads local files when you provide a path:
+
+```bash
+# Upscale a local image
+infsh app run falai/topaz-image-upscaler --input '{"image": "/path/to/photo.jpg", "upscale_factor": 2}' --json
+
+# Image-to-video from local file
+infsh app run falai/wan-2-5-i2v --input '{"image": "/path/to/image.png", "prompt": "make it move"}' --json
+
+# Avatar with audio
+infsh app run bytedance/omnihuman-1-5 --input '{"audio": "/path/to/audio.mp3", "image": "/path/to/face.jpg"}' --json
+```
+
+### Search & Research
+
+```bash
+infsh app list --search search
+infsh app run tavily/tavily-search --input '{"query": "latest AI news"}' --json
+infsh app run exa/exa-search --input '{"query": "machine learning papers"}' --json
+```
+
+### Other Categories
+
+```bash
+# 3D generation
+infsh app list --search 3d
+
+# Audio / TTS
+infsh app list --search tts
+
+# Twitter/X automation
+infsh app list --search twitter
+```
+
+## Pitfalls
+
+1. **Never guess app IDs** — always run `infsh app list --search <term>` first. App IDs change and new apps are added frequently.
+2. **Always use `--json`** — raw output is hard to parse. The `--json` flag gives structured output with URLs.
+3. **Check authentication** — if commands fail with auth errors, run `infsh login` or verify `INFSH_API_KEY` is set.
+4. **Long-running apps** — video generation can take 30-120 seconds. The terminal tool timeout should be sufficient, but warn the user it may take a moment.
+5. **Input format** — the `--input` flag takes a JSON string. Make sure to properly escape quotes.
+
+## Reference Docs
+
+- `references/authentication.md` — Setup, login, API keys
+- `references/app-discovery.md` — Searching and browsing the app catalog
+- `references/running-apps.md` — Running apps, input formats, output handling
+- `references/cli-reference.md` — Complete CLI command reference
diff --git a/skills/inference-sh/cli/references/app-discovery.md b/skills/inference-sh/cli/references/app-discovery.md
new file mode 100644
index 000000000..adcac8c5d
--- /dev/null
+++ b/skills/inference-sh/cli/references/app-discovery.md
@@ -0,0 +1,112 @@
+# Discovering Apps
+
+## List All Apps
+
+```bash
+infsh app list
+```
+
+## Pagination
+
+```bash
+infsh app list --page 2
+```
+
+## Filter by Category
+
+```bash
+infsh app list --category image
+infsh app list --category video
+infsh app list --category audio
+infsh app list --category text
+infsh app list --category other
+```
+
+## Search
+
+```bash
+infsh app search "flux"
+infsh app search "video generation"
+infsh app search "tts" -l
+infsh app search "image" --category image
+```
+
+Or use the flag form:
+
+```bash
+infsh app list --search "flux"
+infsh app list --search "video generation"
+infsh app list --search "tts"
+```
+
+## Featured Apps
+
+```bash
+infsh app list --featured
+```
+
+## Newest First
+
+```bash
+infsh app list --new
+```
+
+## Detailed View
+
+```bash
+infsh app list -l
+```
+
+Shows table with app name, category, description, and featured status.
+
+## Save to File
+
+```bash
+infsh app list --save apps.json
+```
+
+## Your Apps
+
+List apps you've deployed:
+
+```bash
+infsh app my
+infsh app my -l  # detailed
+```
+
+## Get App Details
+
+```bash
+infsh app get falai/flux-dev-lora
+infsh app get falai/flux-dev-lora --json
+```
+
+Shows full app info including input/output schema.
+
+## Popular Apps by Category
+
+### Image Generation
+- `falai/flux-dev-lora` - FLUX.2 Dev (high quality)
+- `falai/flux-2-klein-lora` - FLUX.2 Klein (fastest)
+- `infsh/sdxl` - Stable Diffusion XL
+- `google/gemini-3-pro-image-preview` - Gemini 3 Pro
+- `xai/grok-imagine-image` - Grok image generation
+
+### Video Generation
+- `google/veo-3-1-fast` - Veo 3.1 Fast
+- `google/veo-3` - Veo 3
+- `bytedance/seedance-1-5-pro` - Seedance 1.5 Pro
+- `infsh/ltx-video-2` - LTX Video 2 (with audio)
+- `bytedance/omnihuman-1-5` - OmniHuman avatar
+
+### Audio
+- `infsh/dia-tts` - Conversational TTS
+- `infsh/kokoro-tts` - Kokoro TTS
+- `infsh/fast-whisper-large-v3` - Fast transcription
+- `infsh/diffrythm` - Music generation
+
+## Documentation
+
+- [Browsing the Grid](https://inference.sh/docs/apps/browsing-grid) - Visual app browsing
+- [Apps Overview](https://inference.sh/docs/apps/overview) - Understanding apps
+- [Running Apps](https://inference.sh/docs/apps/running) - How to run apps
diff --git a/skills/inference-sh/cli/references/authentication.md b/skills/inference-sh/cli/references/authentication.md
new file mode 100644
index 000000000..3b6519d3d
--- /dev/null
+++ b/skills/inference-sh/cli/references/authentication.md
@@ -0,0 +1,59 @@
+# Authentication & Setup
+
+## Install the CLI
+
+```bash
+curl -fsSL https://cli.inference.sh | sh
+```
+
+## Login
+
+```bash
+infsh login
+```
+
+This opens a browser for authentication. After login, credentials are stored locally.
+
+## Check Authentication
+
+```bash
+infsh me
+```
+
+Shows your user info if authenticated.
+
+## Environment Variable
+
+For CI/CD or scripts, set your API key:
+
+```bash
+export INFSH_API_KEY=your-api-key
+```
+
+The environment variable overrides the config file.
+
+## Update CLI
+
+```bash
+infsh update
+```
+
+Or reinstall:
+
+```bash
+curl -fsSL https://cli.inference.sh | sh
+```
+
+## Troubleshooting
+
+| Error | Solution |
+|-------|----------|
+| "not authenticated" | Run `infsh login` |
+| "command not found" | Reinstall CLI or add to PATH |
+| "API key invalid" | Check `INFSH_API_KEY` or re-login |
+
+## Documentation
+
+- [CLI Setup](https://inference.sh/docs/extend/cli-setup) - Complete CLI installation guide
+- [API Authentication](https://inference.sh/docs/api/authentication) - API key management
+- [Secrets](https://inference.sh/docs/secrets/overview) - Managing credentials
diff --git a/skills/inference-sh/cli/references/cli-reference.md b/skills/inference-sh/cli/references/cli-reference.md
new file mode 100644
index 000000000..50825825f
--- /dev/null
+++ b/skills/inference-sh/cli/references/cli-reference.md
@@ -0,0 +1,104 @@
+# CLI Reference
+
+## Installation
+
+```bash
+curl -fsSL https://cli.inference.sh | sh
+```
+
+## Global Commands
+
+| Command | Description |
+|---------|-------------|
+| `infsh help` | Show help |
+| `infsh version` | Show CLI version |
+| `infsh update` | Update CLI to latest |
+| `infsh login` | Authenticate |
+| `infsh me` | Show current user |
+
+## App Commands
+
+### Discovery
+
+| Command | Description |
+|---------|-------------|
+| `infsh app list` | List available apps |
+| `infsh app list --category <cat>` | Filter by category (image, video, audio, text, other) |
+| `infsh app search <query>` | Search apps |
+| `infsh app list --search <query>` | Search apps (flag form) |
+| `infsh app list --featured` | Show featured apps |
+| `infsh app list --new` | Sort by newest |
+| `infsh app list --page <n>` | Pagination |
+| `infsh app list -l` | Detailed table view |
+| `infsh app list --save <file>` | Save to JSON file |
+| `infsh app my` | List your deployed apps |
+| `infsh app get <app>` | Get app details |
+| `infsh app get <app> --json` | Get app details as JSON |
+
+### Execution
+
+| Command | Description |
+|---------|-------------|
+| `infsh app run <app> --input <file>` | Run app with input file |
+| `infsh app run <app> --input '<json>'` | Run with inline JSON |
+| `infsh app run <app> --input <file> --no-wait` | Run without waiting for completion |
+| `infsh app sample <app>` | Show sample input |
+| `infsh app sample <app> --save <file>` | Save sample to file |
+
+## Task Commands
+
+| Command | Description |
+|---------|-------------|
+| `infsh task get <task-id>` | Get task status and result |
+| `infsh task get <task-id> --json` | Get task as JSON |
+| `infsh task get <task-id> --save <file>` | Save task result to file |
+
+### Development
+
+| Command | Description |
+|---------|-------------|
+| `infsh app init` | Create new app (interactive) |
+| `infsh app init <name>` | Create new app with name |
+| `infsh app test --input <file>` | Test app locally |
+| `infsh app deploy` | Deploy app |
+| `infsh app deploy --dry-run` | Validate without deploying |
+| `infsh app pull <id>` | Pull app source |
+| `infsh app pull --all` | Pull all your apps |
+
+## Environment Variables
+
+| Variable | Description |
+|----------|-------------|
+| `INFSH_API_KEY` | API key (overrides config) |
+
+## Shell Completions
+
+```bash
+# Bash
+infsh completion bash > /etc/bash_completion.d/infsh
+
+# Zsh
+infsh completion zsh > "${fpath[1]}/_infsh"
+
+# Fish
+infsh completion fish > ~/.config/fish/completions/infsh.fish
+```
+
+## App Name Format
+
+Apps use the format `namespace/app-name`:
+
+- `falai/flux-dev-lora` - fal.ai's FLUX 2 Dev
+- `google/veo-3` - Google's Veo 3
+- `infsh/sdxl` - inference.sh's SDXL
+- `bytedance/seedance-1-5-pro` - ByteDance's Seedance
+- `xai/grok-imagine-image` - xAI's Grok
+
+Version pinning: `namespace/app-name@version`
+
+## Documentation
+
+- [CLI Setup](https://inference.sh/docs/extend/cli-setup) - Complete CLI installation guide
+- [Running Apps](https://inference.sh/docs/apps/running) - How to run apps via CLI
+- [Creating an App](https://inference.sh/docs/extend/creating-app) - Build your own apps
+- [Deploying](https://inference.sh/docs/extend/deploying) - Deploy apps to the cloud
diff --git a/skills/inference-sh/cli/references/running-apps.md b/skills/inference-sh/cli/references/running-apps.md
new file mode 100644
index 000000000..e930d5cfb
--- /dev/null
+++ b/skills/inference-sh/cli/references/running-apps.md
@@ -0,0 +1,171 @@
+# Running Apps
+
+## Basic Run
+
+```bash
+infsh app run user/app-name --input input.json
+```
+
+## Inline JSON
+
+```bash
+infsh app run falai/flux-dev-lora --input '{"prompt": "a sunset over mountains"}'
+```
+
+## Version Pinning
+
+```bash
+infsh app run user/app-name@1.0.0 --input input.json
+```
+
+## Local File Uploads
+
+The CLI automatically uploads local files when you provide a file path instead of a URL. Any field that accepts a URL also accepts a local path:
+
+```bash
+# Upscale a local image
+infsh app run falai/topaz-image-upscaler --input '{"image": "/path/to/photo.jpg", "upscale_factor": 2}'
+
+# Image-to-video from local file
+infsh app run falai/wan-2-5-i2v --input '{"image": "./my-image.png", "prompt": "make it move"}'
+
+# Avatar with local audio and image
+infsh app run bytedance/omnihuman-1-5 --input '{"audio": "/path/to/speech.mp3", "image": "/path/to/face.jpg"}'
+
+# Post tweet with local media
+infsh app run x/post-create --input '{"text": "Check this out!", "media": "./screenshot.png"}'
+```
+
+Supported paths:
+- Absolute paths: `/home/user/images/photo.jpg`
+- Relative paths: `./image.png`, `../data/video.mp4`
+- Home directory: `~/Pictures/photo.jpg`
+
+## Generate Sample Input
+
+Before running, generate a sample input file:
+
+```bash
+infsh app sample falai/flux-dev-lora
+```
+
+Save to file:
+
+```bash
+infsh app sample falai/flux-dev-lora --save input.json
+```
+
+Then edit `input.json` and run:
+
+```bash
+infsh app run falai/flux-dev-lora --input input.json
+```
+
+## Workflow Example
+
+### Image Generation with FLUX
+
+```bash
+# 1. Get app details
+infsh app get falai/flux-dev-lora
+
+# 2. Generate sample input
+infsh app sample falai/flux-dev-lora --save input.json
+
+# 3. Edit input.json
+# {
+#   "prompt": "a cat astronaut floating in space",
+#   "num_images": 1,
+#   "image_size": "landscape_16_9"
+# }
+
+# 4. Run
+infsh app run falai/flux-dev-lora --input input.json
+```
+
+### Video Generation with Veo
+
+```bash
+# 1. Generate sample
+infsh app sample google/veo-3-1-fast --save input.json
+
+# 2. Edit prompt
+# {
+#   "prompt": "A drone shot flying over a forest at sunset"
+# }
+
+# 3. Run
+infsh app run google/veo-3-1-fast --input input.json
+```
+
+### Text-to-Speech
+
+```bash
+# Quick inline run
+infsh app run falai/kokoro-tts --input '{"text": "Hello, this is a test."}'
+```
+
+## Task Tracking
+
+When you run an app, the CLI shows the task ID:
+
+```
+Running falai/flux-dev-lora
+Task ID: abc123def456
+```
+
+For long-running tasks, you can check status anytime:
+
+```bash
+# Check task status
+infsh task get abc123def456
+
+# Get result as JSON
+infsh task get abc123def456 --json
+
+# Save result to file
+infsh task get abc123def456 --save result.json
+```
+
+### Run Without Waiting
+
+For very long tasks, run in background:
+
+```bash
+# Submit and return immediately
+infsh app run google/veo-3 --input input.json --no-wait
+
+# Check later
+infsh task get <task-id>
+```
+
+## Output
+
+The CLI returns the app output directly. For file outputs (images, videos, audio), you'll receive URLs to download.
+
+Example output:
+
+```json
+{
+  "images": [
+    {
+      "url": "https://cloud.inference.sh/...",
+      "content_type": "image/png"
+    }
+  ]
+}
+```
+
+## Error Handling
+
+| Error | Cause | Solution |
+|-------|-------|----------|
+| "invalid input" | Schema mismatch | Check `infsh app get` for required fields |
+| "app not found" | Wrong app name | Check `infsh app list --search` |
+| "quota exceeded" | Out of credits | Check account balance |
+
+## Documentation
+
+- [Running Apps](https://inference.sh/docs/apps/running) - Complete running apps guide
+- [Streaming Results](https://inference.sh/docs/api/sdk/streaming) - Real-time progress updates
+- [Setup Parameters](https://inference.sh/docs/apps/setup-parameters) - Configuring app inputs