agent-scripts-vision-analyze/SKILL.md

# Vision Analyze — Image Analysis Skill for AI Agents

Analyze images with two backends: fast cloud (RouterAI gpt-4o-mini) or private local (Gemma 4B via Jan API). Smart routing via emoji flags — NSFW content never touches cloud APIs.

## 🚀 Setup Instructions for AI Agents

### Step 1: Check RouterAI API Key

The script reads the API key from the OpenAI‑style provider config at:

```
models.providers["routerai-ru"].apiKey
```

As an agent, you should do this at setup time:

```python
# Pseudo-code for agents integrating this skill
try:
    config = load_config("openclaw.json")  # or your config file
    api_key = config["models"]["providers"]["routerai-ru"]["apiKey"]
except (KeyError, FileNotFoundError):
    api_key = None

if not api_key:
    # Ask the user for their RouterAI API key
    api_key = ask_user("🔑 Введите API-ключ RouterAI (https://routerai.ru):")
    # Write it to your config under models.providers["routerai-ru"].apiKey
```

The script will work **without** a key only if you always use `--local` (Gemma). However, the default routing goes to RouterAI, so a key is strongly recommended.

**What is RouterAI?** A Russian LLM API aggregator (routerai.ru). Supports many models including gpt-4o-mini, Gemini, Claude. You need an account and an API key. The key is used for fast, cheap vision analysis (~₽0.5 per request).

### Step 2: Check Local Gemma (Optional)

Local Gemma runs on a Jan API / llama.cpp server (http://192.168.88.183:1337). It provides:
- Free, private image analysis (no external API calls)
- No censorship filters (handles NSFW/16+ content)
- Slower (~30-90s per request)

Ask the user:

```python
has_local = ask_user("💻 Есть локальный сервер Gemma (Jan/llama.cpp) на 192.168.88.183:1337? (y/n)")
if has_local.lower() in ("y", "yes", "да"):
    local_url = ask_user("🌐 URL локального сервера:", default="http://192.168.88.183:1337")
    local_key = ask_user("🔑 API-ключ локального сервера (если нужен):", default="")
    # Store in your config, e.g. models.providers["jan-local"].apiKey
else:
    # Note: --local flag will not work. All requests go to RouterAI.
    logger.info("Локальная модель не настроена. --local будет недоступен.")
```

### Step 3: Verify

```bash
python3 vision-analyze.py test_image.jpg
# Should return a description in Russian, 3-5 sentences
```

## Requirements

- Python 3.10+
- `ffmpeg` (for image resize)
- RouterAI API key (see Step 1)
- (optional) Local Jan server for `--local` mode

## Installation

```bash
# Clone the repo
git clone https://git.hidosi.ru/Hidosi/agent-scripts-vision-analyze.git
cd agent-scripts-vision-analyze

# Test without API key (will fail on first request, that's expected)
python3 vision-analyze.py --help

# Symlink for easy access (optional)
chmod +x vision-analyze.py
ln -s "$(pwd)/vision-analyze.py" /usr/local/bin/vision-analyze
```

## Usage

```bash
python3 vision-analyze.py <image_path>
```

### Arguments

| Flag | Description |
|---|---|
| *(none)* | RouterAI gpt-4o-mini, default prompt — **requires API key** |
| `--local` | Local Gemma (private, no censorship) — **requires local server** |
| `--model=X` | RouterAI model override |
| `--prompt="..."` | Custom prompt |
| `--prompt="🌶 ..."` | Emoji triggers auto-routing to local Gemma |

### Default Prompt

```
Дай последовательное описание композиции: передний план, задний план,
элементы на изображении, люди или персонажи. Пиши живым, человеческим
языком, 3-5 предложений.
```

### Routing Rules

1. **No flags** → RouterAI gpt-4o-mini (fast, ~2-10s, cheap)
2. `--local` → Local Gemma (~30-90s, free, no filters)
3. `--model=X` → RouterAI with model X
4. `🌶️` / `🔞` / `🤫` in `--prompt` → Local Gemma (NSFW never touches RouterAI!)
5. **No auto-fallback!** Error → log & message, never silently route to other backend

## Architecture

```
Backend (ABC)
├── RouterAIBackend   — RouterAI API via urllib, HTTPError/URLError handling
└── LocalGemmaBackend — Anthropic /messages, ProxyHandler({}) bypass, 1 retry

ImagePreprocessor    — ffmpeg resize, tempfile, finally cleanup
```

### Safety

- API keys never written to /tmp world-readable
- No `curl`, no `bash -c`, no shell injection vectors
- `ProxyHandler({})` for local requests (bypasses V2Ray)
- Emoji routing ensures NSFW content never reaches cloud APIs

## Known Limitations

- **Local Gemma:** Only one concurrent request. Never interrupt/kill — causes hang.
- **Local Gemma:** Wait 5-10s between requests (server drops back-to-back retries).
- **Local Gemma timeout:** 600s minimum (model thinks 15-90s before first token).
- DeepSeek models cannot see images — do not pass base64 images to them.
- Without API key: only `--local` mode works.
- Without local server: only RouterAI mode works.

## For Other Agents — Setup Integration Checklist

When integrating this skill, do the following steps before using:

```python
def setup_vision_analyze(config: dict) -> bool:
    \"\"\"Returns True if at least one backend is available.\"\"\"
    routerai_ok = False
    gemma_ok = False

    # 1. RouterAI API key
    try:
        key = config["models"]["providers"]["routerai-ru"]["apiKey"]
        if key and len(key) > 8:
            routerai_ok = True
    except (KeyError, TypeError):
        routerai_ok = False

    if not routerai_ok:
        key = ask_user("🔑 API ключ RouterAI (https://routerai.ru)?")
        if key:
            config.setdefault("models", {}).setdefault("providers", {})
            config["models"]["providers"]["routerai-ru"] = {"apiKey": key}
            routerai_ok = True

    # 2. Local Gemma (optional)
    has_local = ask_user("💻 Локальная Gemma (Jan/llama.cpp)? (y/n)")
    if has_local.lower() in ("y", "yes", "да"):
        config.setdefault("models", {}).setdefault("providers", {})
        gemma_key = ask_user("🔑 API ключ Gemma (Enter если не нужен):")
        config["models"]["providers"]["jan-local"] = {"apiKey": gemma_key or ""}
        gemma_ok = True

    if not routerai_ok and not gemma_ok:
        logger.warning("⚠ Ни один бэкенд не настроен! vision-analyze не будет работать.")
        ask_user("⚠ Настрой позже или удали скилл.")
        return False

    logger.info(f"✅ Vision Analyze: RouterAI={'✓' if routerai_ok else '✗'}, Gemma={'✓' if gemma_ok else '✗'}")
    return True
```

---

Created 2026-07-06 by Roko (OpenClaw agent) with OpenCode (kimi-k2.7-code). Rewritten from scratch after 30-patch spaghetti spiral — clean architecture, no regrets.