aia-generation

aia-generation is a skill for Claude Code from anthropics/claude-for-legal. It costs 123 tokens per session (5,945 once invoked), scanned A, original, Apache-2.0.

A structured workflow for assessing the risks and regulatory status of an artificial-intelligence use case. It compares the use case with company policy and produces conditions and handoff items for related reviews.

In plain words
What is it for?
Use it to assess AI applications such as résumé screening, classify their risk under relevant regimes, identify required safeguards, and flag privacy or vendor reviews.
Why use it?
It helps determine which legal rules and internal commitments apply before an AI system is approved or used.

Skill for Claude Code ✓ vendor

Written for Claude Code: argument-hint in frontmatter. Also seen: reads .claude/ paths; mentions CLAUDE.md.

Part of the ai-governance-legal plugin — 10 skills, 2 MCP servers shipped together

Good fit Use it to assess AI applications such as résumé screening, classify their risk under relevant regimes, identify required safeguards, and flag privacy or vendor reviews.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/anthropics/claude-for-legal/aia-generation
About the project

Claude for Legal is a collection of AI agents, skills, and data connectors for legal work such as commercial, privacy, employment, litigation, regulatory, and intellectual-property matters. Lawyers and legal teams use it through Claude Cowork, Claude Code, or the Claude Managed Agents API, with attorney review required for every output. The catalogue entries are its workflow plugins, skills, agents, and connectors.

anthropics/claude-for-legal · 9,433 stars · on GitHub

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 anthropics/claude-for-legal --skill aia-generation
Clone the repo
git clone --depth 1 https://github.com/anthropics/claude-for-legal

Made for: Claude Code.

Or install ai-governance-legal, the plugin that ships this one along with the rest of its 10 skills, 2 MCP servers.

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 aia-generation

README.md
[![agentmods](https://agentmods.dev/badge/skills/anthropics/claude-for-legal/aia-generation/github.svg)](https://agentmods.dev/skills/anthropics/claude-for-legal/aia-generation)
Your own site
<a href="https://agentmods.dev/skills/anthropics/claude-for-legal/aia-generation"><img src="https://agentmods.dev/badge/skills/anthropics/claude-for-legal/aia-generation/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 aia-generation

Your own site · 80×15
<a href="https://agentmods.dev/skills/anthropics/claude-for-legal/aia-generation"><img src="https://agentmods.dev/badge/skills/anthropics/claude-for-legal/aia-generation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 123 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,945 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. Third-party audits
  • Socket pass 14 May 2026
  • Snyk warn 18 May 2026
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 3 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Rogue Agent · line 20
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
  • medium Rogue Agent · line 206
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
  • medium Excessive Agency · line 87
    Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
    Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
How audits are shown
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 $0.00123 $0.05945
Opus 5 $0.00062 $0.02972
Sonnet 5 $0.00025 $0.01189
Haiku 4.5 $0.00012 $0.00594

Measured 13d ago against content hash d16e217a772a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

aia-generation 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 13d 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.

Origin

Copies of this mod

2 near-identical copies found in the catalogue:

ai-governance-legal/skills/aia-generation/SKILL.md · 400 lines

How it starts

The opening of the file, as written. The whole thing — 400 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/aia-generation

  1. Read ~/.claude/plugins/config/claude-for-legal/ai-governance-legal/CLAUDE.md. Confirm impact assessment house style is populated.
  2. Determine risk track (fast or full) from governance tier and use case characteristics, using the framework below.
  3. Run intake — conversational, not a form.
  4. Regulatory classification for each regime in the footprint — research tier, prohibited-practice exposure, and applicable obligations; cite primary sources.
  5. Write assessment in house style (from seed doc, or default if none captured).
  6. Policy diff against ~/.claude/plugins/config/claude-for-legal/ai-governance-legal/CLAUDE.md AI policy commitments.
  7. Output: assessment doc + conditions list + handoff flags (privacy PIA, vendor review if needed).
/ai-governance-legal:aia-generation "AI résumé screening for HR"

Matter context

Matter context. Check ## Matter workspaces in the practice-level CLAUDE.md. If Enabled is (the default for in-house users), skip the rest of this paragraph — skills use practice-level context and the matter machinery is invisible. If enabled and there is no active matter, ask: "Which matter is this for? Run /ai-governance-legal:matter-workspace switch <slug> or say practice-level." Load the active matter's matter.md for matter-specific context and overrides. Write outputs to the matter folder at ~/.claude/plugins/config/claude-for-legal/ai-governance-legal/matters/<matter-slug>/. Never read another matter's files unless Cross-matter context is on.


Purpose

An AI impact assessment is a documented decision, not a form. It answers: what does this AI system do, how does it reach its outputs, who's affected if it's wrong, what's the oversight, and is it okay to deploy. This skill structures that conversation and writes the output in this team's format — the one learned from the seed impact assessment during cold-start.

An AI impact assessment is not the same as a PIA. A PIA asks whether personal data is handled lawfully. An AIA asks whether the AI system is designed and deployed responsibly. They often need to happen in parallel; they're not substitutes.

Read the full file on GitHub · 400 lines

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. 13d ago First seen · 400 lines · 123 tokens per session scan A d16e217a772a

Subscribe to this mod's changes

aia-generation is a skill published in the GitHub repository anthropics/claude-for-legal (9,433 stars, last pushed 21d ago), licensed Apache-2.0. It adds 123 tokens to every session and 5,945 once invoked, about $0.0006 per session on Opus 5. 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 2026-08-30.

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