081-Frank-AI治理方案工具

081-Frank-AI治理方案工具 is a skill for Claude Code, Codex from frank666199/frank-presales-skills. It costs 0 tokens per session (623 once invoked), scanned A, original, MIT.

An AI governance planning tool for ethics, regulatory filings, data security, model explanations, and risk monitoring. AI governance means the rules and controls used to keep an AI system lawful, safe, transparent, and accountable.

In plain words
What is it for?
Use it to plan algorithm registration, protect data across collection and model use, document how model decisions can be explained, and monitor issues such as bias or model drift.
Why use it?
It helps teams address legal, privacy, fairness, and security obligations before and during an AI project. It organizes those obligations into measures, technical work, owners, and compliance status.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions Claude Code; mentions Codex.

Good fit Use it to plan algorithm registration, protect data across collection and model use, document how model decisions can be explained, and monitor issues such as bias or model drift.

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Install with agentmods
npx agentmods add skills/frank666199/frank-presales-skills/081-frank-ai
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add frank666199/frank-presales-skills --skill 081-frank-ai
Clone the repo
git clone --depth 1 https://github.com/frank666199/frank-presales-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for 081-Frank-AI治理方案工具

README.md
[![agentmods](https://agentmods.dev/badge/skills/frank666199/frank-presales-skills/081-frank-ai/github.svg)](https://agentmods.dev/skills/frank666199/frank-presales-skills/081-frank-ai)
Your own site
<a href="https://agentmods.dev/skills/frank666199/frank-presales-skills/081-frank-ai"><img src="https://agentmods.dev/badge/skills/frank666199/frank-presales-skills/081-frank-ai/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for 081-Frank-AI治理方案工具

Your own site · 80×15
<a href="https://agentmods.dev/skills/frank666199/frank-presales-skills/081-frank-ai"><img src="https://agentmods.dev/badge/skills/frank666199/frank-presales-skills/081-frank-ai.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 623 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.00623
Opus 5 $0.00000 $0.00311
Sonnet 5 $0.00000 $0.00125
Haiku 4.5 $0.00000 $0.00062

Measured 9d ago against content hash fd496b8f87e0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

081-Frank-AI治理方案工具 scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

维度7-AI-Projects/081-Frank-AI治理方案工具/SKILL.md · 89 lines

What it actually says

Skill: Frank-AI治理方案工具

Profile

  • Author: Frank
  • Version: 1.0.0
  • Language: 中文
  • Category: 维度7 - AI项目专精
  • Description: 设计AI伦理/算法备案/数据安全/模型可解释性治理框架

When to Use

AI项目需要合规治理方案


Input Requirements

  • AI应用场景
  • 适用法规
  • 数据类型

Workflow

  1. 梳理AI治理法规要求:算法备案/深度合成/生成式AI管理办法
  2. 设计AI伦理框架:公平性/透明性/可问责性/隐私保护
  3. 规划算法备案方案:备案类型/材料准备/流程
  4. 设计数据安全方案:数据采集/标注/训练/推理全链路安全
  5. 规划模型可解释性方案:解释方法/解释报告/可视化
  6. 设计AI风险监控体系:偏见检测/漂移监控/安全审计
  7. 输出AI治理方案

Output Format

AI治理方案(含伦理框架+备案方案+数据安全+可解释性+监控体系)


Output Template

治理维度 | 法规要求 | 治理措施 | 技术实现 | 责任人 | 合规状态

Example

字段 内容
算法备案 生成式AI管理办法第17条

Constraints

  • 法规引用准确
  • 治理措施可落地
  • 备案流程合规

Quality Criteria

  • 治理维度完整
  • 合规覆盖全面
  • 措施可操作

Applicable Scenarios

  • G端政府项目: 部分适用
  • B端企业项目: 部分适用
  • AI智能项目: 适用

Usage

方式1:Claude Code / Cursor / Codex

将本SKILL.md内容复制到Agent技能配置区,通过技能名触发。

方式2:飞书妙搭 / 扣子

将SKILL.md内容粘贴到Agent提示词配置区,设置触发词为技能名。

方式3:独立使用

直接复制本文件内容到AI对话中,按Workflow步骤执行。


Frank专属售前技能 | 维度7: AI项目专精 | 编号: 081 基于"Frank售前解决方案Skills工具集 v1.0"与实操提示词融合优化生成

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 89 lines · 0 tokens per session scan A fd496b8f87e0

Subscribe to this mod's changes

081-Frank-AI治理方案工具 is a skill published in the GitHub repository frank666199/frank-presales-skills (11 stars, last pushed 2mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 623 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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