prompt-governance

Included with Lifetime

$97 forever

This skill should be used when the user asks to "audit prompts for safety", "check prompts for injection vulnerabilities", "manage a prompt catalog", "version control prompts", or "review prompt quality and compliance".

AI Agentsscripts

What this skill does


# 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

Files: 4

Size: 32.5 KB

Complexity: 66/100

Category: AI Agents

Source: https://github.com/borghei/claude-skills/tree/main/engineering/prompt-governance

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