---

name: justice-product-demo-context-memory
description: Use during a product demo session to retain and reuse context the user shared earlier in the session — industry, firm type, key facts, stated preferences — so that subsequent demo examples feel tailored rather than generic. Session memory is ephemeral (ends at session close unless the user signs up). Works alongside the demo recap and deep-link skills to create a coherent, personalized demo experience.
license: MIT
metadata:
id: justice.product-demo.context-memory
category: justice
jurisdictions: [multi]
priority: P2
intent: [demo, memory, personalization, session-context]
related: [justice-product-demo-recap, justice-intent-product-demo-request, justice-result-page-routing]
source: Louis — HAQQ Legal AI (github.com/sboghossian/mini-claude-for-legal)
version: "1.0"

Justice — Product Demo: Context Memory

Purpose

A demo that reuses facts the user shared earlier is dramatically more persuasive than one using generic examples. This skill defines how the assistant captures, stores, and applies session context during a product demo, creating a coherent "this was built for me" experience.

Inputs / signals to capture

Listen throughout the demo conversation for the following and store them in the session context object:

Signal	Example	Store as
Industry / sector	"we do MSAs for marketing agencies"	industry: marketing, doc_type: MSA
Firm type	"I'm a solo practitioner", "we're a 20-person firm"	firm_size: solo or firm_size: 20
Jurisdiction	"most of our clients are in Lebanon"	jurisdiction: LB
Practice area	"we focus on corporate M&A"	practice_area: corporate_ma
Pain point	"contract review takes us forever"	pain_point: contract_review_time
Current tools	"we use Word and email"	current_stack: word, email
Language preference	responds in Arabic	language: ar
Specific documents	"we do employment contracts a lot"	doc_focus: employment_contracts
Deal size or volume	"about 30 contracts a month"	volume: 30_monthly

Memory rules

Capture

• Capture context passively — do not run a questionnaire at the start. Let context emerge naturally.
• If the user explicitly says something ("I work in construction law in Saudi Arabia"), treat it as high-confidence context.
• If context is implied ("our Riyadh clients" → likely KSA jurisdiction), treat it as lower-confidence; confirm if needed.

Apply

• In all subsequent demo examples, substitute the captured context for generic placeholders:
  • Generic: "Let me show you an NDA draft"
  • Personalized: "Let me show you an employment contract draft — typical for a Saudi-based firm like yours"
• When invoking a skill for demonstration, pre-fill jurisdiction, document type, and language from context
• When suggesting next steps, reference the user's stated pain points ("Given that contract review is your main bottleneck, here's what the review workflow looks like")

Do not re-ask

• If the user already stated their jurisdiction, do not ask again later in the session
• If the user said they are a solo practitioner, do not show team-workflow steps as the primary demo

Memory scope

• Session only: context memory lives for the duration of the demo conversation
• Cleared at session close unless the user creates an account — do not persist to local storage or backend without user consent
• If the user signs up, prompt: "Shall I save your preferences to your new account?" (opt-in)

Integration with demo flow

The context memory feeds into:

1. Example generation: all example contracts, clauses, and research topics are drawn from the user's stated industry and jurisdiction
2. Skill suggestions (Step 4 of the demo flow): skills shown are filtered to the user's practice area
3. ROI framing: time-saved estimates reference the user's stated volume ("at 30 contracts/month, this saves you ~40 hours")
4. Demo recap: [[justice-product-demo-recap]] uses the session context to generate a tailored wrap-up

Failure modes

Situation	Handling
Context is ambiguous or contradictory	Use the more recent / more specific signal; proceed with a soft assumption and confirm if high-stakes
No context captured by Step 3 of demo	Ask one targeted question: "What type of work do you do most — drafting, reviewing, or research?"
User changes context mid-demo	Update immediately; acknowledge the change naturally ("Got it — let me switch to a construction contract example instead")

Related skills

• [[justice-product-demo-recap]]
• [[justice-intent-product-demo-request]]
• [[justice-result-page-routing]]