# Private

> Route prompts to local Gemma4 31B on Ollama for privacy-sensitive queries. USE WHEN user says '/private', 'private mode', 'local only', 'keep this local', 'don't send this to the cloud', OR when handling sensitive data (financial, medical, personal, client) that should never leave the local network.

- **Type:** Skill
- **Install:** `agentstack add skill-carbeneai-forge-private`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [CarbeneAI](https://agentstack.voostack.com/s/carbeneai)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [CarbeneAI](https://github.com/CarbeneAI)
- **Source:** https://github.com/CarbeneAI/Forge/tree/main/.claude/skills/Private
- **Website:** http://carbene.ai/open-source

## Install

```sh
agentstack add skill-carbeneai-forge-private
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Private - Local AI Privacy Router

**Route queries to Gemma4 31B on your local Ollama server. Data never leaves your local machine.**

## How It Works

When invoked, this skill:
1. Takes your prompt
2. Sends it to Gemma4 31B via Ollama on `localhost:11434`
3. Returns the response inline — Claude orchestrates, but **never sees your prompt content**

## Usage

```
/private What are the financial projections for client XYZ?
/private Analyze this medical report: [paste]
/private Review these employee performance notes
```

## Workflow

When the user invokes `/private`:

1. Extract the user's prompt (everything after `/private`)
2. Run the query tool:

```bash
bun ${PAI_DIR}/skills/Private/tools/private-query.ts ""
```

3. Return the Ollama response to the user verbatim — do NOT summarize or rephrase it

## Available Models

| Model | Size | Best For |
|-------|------|----------|
| `gemma4:31b` (default) | 31.3B | General intelligence, reasoning, analysis |
| `dolphin3:8b-llama3.1-fp16` | 8.0B | Fast responses, uncensored |
| `dolphin3:8b` | 8.0B | Fast responses, lower VRAM |
| `llama3.1:latest` | 8.0B | General purpose |

## Options

```
/private                           # Default: gemma4:31b
/private --model dolphin3:8b       # Use specific model
/private --system "You are a CFO"  # Custom system prompt
/private --temperature 0.3         # Lower temp for precision
```

## Privacy Guarantees

- Data stays on your local machine — never sent to Anthropic, OpenAI, or any cloud
- No logging by third parties
- No API keys transmitted
- Suitable for HIPAA/PCI-sensitive data
- Ollama runs on localhost:11434 (not exposed externally by default)

## When to Use

| Scenario | Use /private? |
|----------|--------------|
| Client financial data | Yes |
| Medical/health information | Yes |
| Employee reviews or HR data | Yes |
| Proprietary business strategy | Yes |
| Code with trade secrets | Yes |
| General coding questions | No — use Claude |
| Web research needed | No — use Claude/Research |
| Latest information needed | No — Ollama has training cutoff |

## Limitations

- No internet access (knowledge limited to training data)
- Slower than Claude API (~5-30s depending on prompt length)
- No tool use or file access — text in, text out
- 31B model uses significant VRAM — may slow other GPU tasks

## Troubleshooting

```bash
# Check Ollama is running
curl http://localhost:11434/api/tags

# Test Gemma4 directly
curl http://localhost:11434/api/generate -d '{"model":"gemma4:31b","prompt":"hello","stream":false}'

# Check GPU usage
nvidia-smi
```

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [CarbeneAI](https://github.com/CarbeneAI)
- **Source:** [CarbeneAI/Forge](https://github.com/CarbeneAI/Forge)
- **License:** MIT
- **Homepage:** http://carbene.ai/open-source

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** yes
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-carbeneai-forge-private
- Seller: https://agentstack.voostack.com/s/carbeneai
- Browse the marketplace: https://agentstack.voostack.com/browse

---
Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.