⚠ Demo environment — use sample or fully anonymized data only. Do not paste real client data.

Legal Prompt Ops Console

MVP

Author, test, govern, and teach prompts as managed firm assets.

How this console works

Law firms have no structured way to author, test, govern, and teach the prompts their teams use — so prompts live in people’s heads and chat histories. This console treats prompts as managed firm assets, with a lifecycle:

  1. 1Author

    Catalogue prompts as versioned assets with guardrail tags and documented edge cases.

    Prompt Library

  2. 2Test

    Compare variants A/B on real inputs and score them — manually and with automated checks + an LLM judge.

    Test Bench

  3. 3Prove & Govern

    Run golden-case regression tests, and track every documented way the tool can go wrong.

    Regression · Guardrails

  4. 4Teach

    Show attorneys how to adapt a prompt safely, without breaking its safety rails.

    Playbook

The four prompts below are seed examples that demonstrate the craft and methodology. In a firm deployment this is a living library the practice-innovation team grows and versions over time.

Prompt Library

Prompts managed as versioned assets — each with a defined output template, guardrail tags, documented edge cases, and a failure-mode register. Expand any card to read the full system prompt exactly as deployed, copy it, or open it in the Test Bench.

Corporate / Transactional

Contract Review / Clause Extraction

v1.3
Output: TableModel target: EitherLast evaluated: Jun 18, 2026
hallucination-riskattorney-review-required

Corporate / M&A

Due Diligence Checklist Generation

v1.1
Output: ChecklistModel target: EitherLast evaluated: Jun 11, 2026
jurisdiction-sensitivehallucination-risk

Litigation / Firm-wide

Legal Research Summary

v2.0
Output: MemoModel target: ClaudeLast evaluated: Jun 25, 2026
hallucination-riskattorney-review-requirednever-client-facing

Firm-wide / Intake

Matter Intake Triage

v1.4
Output: Triage cardModel target: EitherLast evaluated: Jun 20, 2026
confidentialitydata-leakageclient-facing-adjacent