prompt-governance

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Prompt Governance

提示词治理

Category: Engineering Domain: AI Governance

分类: 工程 领域: AI治理

Overview

概述

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.

提示词治理技能提供工具用于审核提示词的安全漏洞、偏见和安全问题，同时管理经过批准的提示词的版本化目录。对于大规模部署基于LLM的应用的组织来说至关重要。

Quick Start

快速开始

bash

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bash

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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

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python scripts/prompt_catalog_manager.py --list --catalog-dir ./prompts

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Tools Overview

工具概述

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`

工具	用途	关键参数
`prompt_auditor.py`	审核提示词的注入漏洞、偏见和安全问题	`--file` , `--text` , `--checks` , `--format`
`prompt_catalog_manager.py`	管理版本化提示词目录	`--init` , `--add` , `--list` , `--diff` , `--catalog-dir`

Workflows

工作流程

Prompt Review Process

提示词审核流程

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

编写或修改提示词
运行
```
prompt_auditor.py
```
进行自动化检查
查看检查结果并解决关键问题
使用
```
prompt_catalog_manager.py
```
将通过审核的提示词添加到目录中
从目录部署提示词（绝不使用临时来源）

Prompt Versioning

提示词版本控制

Store all prompts in catalog with semantic versioning
Use
```
--diff
```
to compare versions before promotion
Maintain audit trail of all prompt changes
Roll back to previous versions when issues detected

将所有提示词以语义化版本存储在目录中
在升级版本前使用
```
--diff
```
比较版本差异
维护所有提示词变更的审核追踪记录
发现问题时回滚到之前的版本

Reference Documentation

参考文档

Prompt Governance Framework - Policies, review processes, and compliance requirements

提示词治理框架 - 政策、审核流程和合规要求

Common Patterns

常见模式

Prompt Lifecycle

提示词生命周期

Draft -> Audit -> Review -> Approve -> Deploy -> Monitor -> Retire

草稿 -> 审核 -> 评审 -> 批准 -> 部署 -> 监控 -> 淘汰

Governance Checklist

治理检查清单

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

无注入漏洞
无生成有害内容的可能性
适当的偏见缓解措施
清晰的范围边界
输出格式约束
错误处理说明