---
title: "AI prompt library governance policy (prompt templates linked to precedents and tasks)"
url: "https://ailawframework.com/precedents/knowledge-management/prompt-library-governance"
type: "precedent"
site: "AI Law Framework"
id: "km-prompt-library-governance"
area_id: "KM"
kind: "policy"
ai_level: "green"
version: 1
law_stated_as_at: "2026-10-17"
---

# AI prompt library governance policy (prompt templates linked to precedents and tasks)

> A policy that treats prompts as firm know-how: how prompt templates are designed with guardrails, tested, approved, versioned, linked to precedents, re-tested after model changes, used only in approved tools and…

Canonical page: https://ailawframework.com/precedents/knowledge-management/prompt-library-governance  
Law stated as at: 2026-10-17

Site index for agents: https://ailawframework.com/llms.txt

A policy that treats prompts as firm know-how: how prompt templates are designed with guardrails, tested, approved, versioned, linked to precedents, re-tested after model changes, used only in approved tools and retired, with a template skeleton and test record.

## Key facts

- Kind: Policy. A policy or procedure for a firm or client.
- Practice area: [Knowledge Management](https://ailawframework.com/precedents/knowledge-management.md)
- Jurisdictions: Australia, New South Wales
- AI level: Green. AI can do most of the drafting. A lawyer still reviews the result.
- Law stated as at: 2026-10-17
- Status: Maintained. Checked on 2026-10-17 against the 5 authorities it cites, for Australia and New South Wales.

## When to use it

Use when a firm or legal team starts sharing prompts for legal work, or connects prompts to precedents and AI agents. It governs the library; it does not make any output reliable without the user's verification.

## How AI may be used

AI may help write, test and document prompt templates under this policy. Prompts are approved by a practitioner, used only in approved tools, and their outputs are always verified by the lawyer using them.

**AI may:**

- Draft prompt templates and variants for a task, following the design standards in clause 4.
- Run approved test cases and record results in the test record.
- Re-run the test set after a model or vendor change and highlight differences.

**AI must not:**

- Must not approve a prompt or change an approved prompt without re-testing and re-approval.
- Must not use real client documents as test cases unless the tool is approved for them and the matter permits it.
- Must not run prompts that are prohibited by a court practice note (for example, generating affidavit content in NSW).

**The lawyer checks:**

- The prompt's risk level matches the task's risk and the linked precedent.
- Test results show the prompt cites sources and flags uncertainty rather than inventing.
- Approved tools and data classes in the prompt record match the AI tool register.

## Authorities

- [Legal Profession Uniform Law Australian Solicitors' Conduct Rules 2015 rr 4.1.3, 9 and 37](https://legislation.nsw.gov.au/view/html/inforce/current/sl-2015-0244)
- [Law Society of NSW, Legal Practice Board of WA and Victorian Legal Services Board and Commissioner, Statement on the use of artificial intelligence in Australian legal practice (6 December 2024)](https://lsbc.vic.gov.au/news-updates/news/statement-use-artificial-intelligence-australian-legal-practice)
- [Federal Court of Australia, Use of Generative Artificial Intelligence Practice Note (GPN-AI) (16 April 2026) 4.5 and 4.13 to 4.15](https://www.fedcourt.gov.au/law-and-practice/practice-documents/practice-notes/gpn-ai)
- [Supreme Court of NSW Practice Note SC Gen 23 – Use of Generative Artificial Intelligence (Gen AI) paras 9A, 12, 16 and 17](https://supremecourt.nsw.gov.au/documents/Practice-and-Procedure/Practice-Notes/general/current/PN_SC_Gen_23.pdf)
- [Privacy Act 1988 (Cth) Sch 1 APP 11](https://www.legislation.gov.au/C2004A03712/latest/text)

## Full text and drafting notes

The full text and the drafting notes are not part of this public page. Signed-in firm accounts can read them at https://ailawframework.com/precedents/knowledge-management/prompt-library-governance and through the signed-in MCP connector https://ailawframework.com/mcp/firm.

*Practice guidance for planning and review. Confirm current primary sources and the requirements of the actual matter. This is general information, not legal advice.*