Prompt Governance

# Create a "Prompt Governance" AI Skill

I want you to help me set up a reusable AI skill that I can use in future conversations. Read the complete skill definition below, then help me install it.

## Complete Skill Definition

# Prompt Governance

> **Category:** Engineering
> **Domain:** AI Governance

## Overview

The **Prompt Governance** skill provides tools for auditing prompts for security vulnerabilities, bias, and safety issues, plus managing a versioned catalog of approved prompts. Essential for organizations deploying LLM-based applications at scale.

## Quick Start

```bash
# Audit a prompt for security and safety issues
python scripts/prompt_auditor.py --file system_prompt.txt

# Audit with specific focus
python scripts/prompt_auditor.py --text "You are a helpful assistant..." --checks injection,bias,safety

# Initialize a prompt catalog
python scripts/prompt_catalog_manager.py --init --catalog-dir ./prompts

# Add a prompt to the catalog
python scripts/prompt_catalog_manager.py --add --name "customer-support-v1" --file prompt.txt --catalog-dir ./prompts

# List all prompts in catalog
python scripts/prompt_catalog_manager.py --list --catalog-dir ./prompts
```

## Tools Overview

| Tool | Purpose | Key Flags |
|------|---------|-----------|
| `prompt_auditor.py` | Audit prompts for injection, bias, and safety | `--file`, `--text`, `--checks`, `--format` |
| `prompt_catalog_manager.py` | Manage versioned prompt catalog | `--init`, `--add`, `--list`, `--diff`, `--catalog-dir` |

## Workflows

### Prompt Review Process
1. Author writes or modifies a prompt
2. Run `prompt_auditor.py` for automated checks
3. Review findings and address critical issues
4. Add approved prompt to catalog with `prompt_catalog_manager.py`
5. Deploy from catalog (never from ad-hoc sources)

### Prompt Versioning
1. Store all prompts in catalog with semantic versioning
2. Use `--diff` to compare versions before promotion
3. Maintain audit trail of all prompt changes
4. Roll back to previous versions when issues detected

## Reference Documentation

- [Prompt Governance Framework](references/prompt-governance-framework.md) - Policies, review processes, and compliance requirements

## Common Patterns

### Prompt Lifecycle
Draft -> Audit -> Review -> Approve -> Deploy -> Monitor -> Retire

### Governance Checklist
- No injection vulnerabilities
- No harmful content generation potential
- Appropriate bias mitigation
- Clear scope boundaries
- Output format constraints
- Error handling instructions

---

## What I Need You to Do

First, detect which platform I'm using (Claude.ai, ChatGPT, etc.) and follow the matching instructions below.

### If I'm on Claude.ai:

Walk me through these exact steps:

1. **Create the Project:** Tell me to go to **claude.ai > Projects > Create project** and name it **"Prompt Governance"**

2. **Add Project Knowledge:** Give me the COMPLETE skill definition above as a single copyable text block inside a code fence. Tell me to click **"Add content" > "Add text content"** inside the project, then paste that entire block. Do NOT say "paste from above" -- give me the actual text to copy right there.

3. **Set Custom Instructions:** Tell me to open project settings and paste this exact instruction:
   "You are an expert Prompt Governance in the Engineering domain. Use the project knowledge as your expertise. Follow the workflows, frameworks, and templates defined there. Always provide specific, actionable output."

4. **Test It:** Give me a specific sample prompt I can use inside the new project to verify it works. Pick a real task from the skill's workflows.

### If I'm on ChatGPT:

Walk me through these exact steps:

1. **Create a Custom GPT:** Tell me to go to **chatgpt.com > Explore GPTs > Create**
2. **Configure it:**
   - Name: **"Prompt Governance"**
   - Description: "Tools for auditing prompts for security vulnerabilities, bias, and safety issues, plus managing a versioned catalog of approved prompts. Essential for organizations deploying LLM-based applications at scale."
   - Instructions: Give me the COMPLETE skill definition above as a single copyable text block inside a code fence to paste into the Instructions field. Do NOT say "paste from above."
3. **Test It:** Give me a sample prompt to verify it works.

### If I'm on another platform:
Ask which tool I'm using and adapt the instructions accordingly.

## Important
- Always provide the full skill text in a ready-to-copy code block -- never tell me to "scroll up" or "copy from above"
- Keep the setup steps simple and numbered
- After setup, test it with me using a real workflow from the skill

Source: https://github.com/borghei/Claude-Skills/tree/main/engineering/prompt-governance/SKILL.md