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AI-ticulate Suite · Help v9.0

Tier 3 — Intent Engineering

Your PersonalOperating Manual.

Build modular blocks across every domain of your life — career, health, relationships, finances, values, and more. Stack them into a master prompt that makes any AI a true extension of you.

No prior setup needed. Start building your first block in under 2 minutes.

Works standalone — or import your VoiceForge / PromptLayer profile as a block anytime

The Block Library

Every domain of your life, in modular blocks

💼

Career

Goals, boundaries, decision frameworks

✍️

Communication

Writing style, tone, audience rules

🏃

Health

Goals, constraints, preferences

❤️

Relationships

Family, friends, communication norms

💰

Finances

Priorities, risk tolerance, hard limits

Values

Core beliefs, non-negotiables, principles

👨‍👩‍👧

Parenting

Parenting philosophy, communication style

🎨

Creativity

Creative voice, projects, inspiration

How ContextForge works

Three steps to your Personal Operating Manual.

01

Build Blocks

Create modular context blocks for each domain of your life. Each block has three layers: what you want (goals), what you'll consider (decision boundaries), and what's off the table (hard limits).

02

Stack & Assemble

Drag blocks into stacks for different use cases — a 'Full Operating Manual' stack, a 'Writing Assistant' stack, a 'Health Coach' stack. Mix and match blocks across domains.

03

Generate & Deploy

Our AI assembles your blocks into a polished, structured prompt. Copy it into any AI — ChatGPT, Claude, Copilot, or a custom agent — and it instantly knows who you are.

The Cascade of Specificity

Three layers in every block

Every ContextForge block uses a three-layer structure that gives AI exactly the right level of guidance — from aspirational goals down to hard constraints.

Exact Goals

What you're trying to achieve

Decision Boundaries

What you'll consider and what factors matter

Hard Limits

What's completely off the table, no exceptions

Example: Health Block

EXACT GOALS

Lose 15 lbs by June, run a 5K in under 30 min, sleep 7+ hours consistently

DECISION BOUNDARIES

Prefer sustainable changes over crash diets. Open to supplements but prefer food-first. Budget $200/mo for health.

HARD LIMITS

No extreme caloric restriction. No advice that conflicts with my doctor. Never suggest skipping sleep for workouts.

The Three Tiers

Tier 1

VoiceForge AI

Prompt Engineering

Go to VoiceForge
Tier 2

PromptLayer

Context Engineering

Go to PromptLayer
Tier 3

ContextForge

Intent Engineering

← You are here

Build your Operating Manual.

Start with one block. Add more over time. Your AI gets smarter every time you do.