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Scope Engine

One idea in. A full agent-ready plan out.

The core engine that fills your workspace. Drop in a vague idea, a Linear ticket, or one line — Scope Architect recursively decomposes it into modules, features, and atomic tasks with acceptance criteria. Refine, hand off, and track the build in the same structured surface.

Context Aware

The engine doesn't just guess. It parses your idea, raw notes, and your Builder Profile to produce a spec that fits your stack, your target agent, and the way you actually plan work.

DISCOVERY_DUMP0 words
• Project: Internal SaaS dashboard
• Stack: Next.js + Postgres + tRPC
• Auth: SSO via Okta + RBAC
• Data: Real-time Snowflake ingestion

Auth & RBAC Module

SSO sign-in, role-based access checks, audit log.

TARGET AGENT
Cursor
Claude Code
Devin
Risk Buffer
Hourly Rate

Chat to Edit

Execute sweeping changes on command. Add modules, update task details, or adjust risk buffers just by asking the Architect Assistant.

Recursive Logic

The architect expands broad requirements into granular, executable tasks-identifying hidden gaps and production needs automatically.

Architect your scope in seconds.

Stop spending hours writing scope documents from scratch. Paste your notes, pick your modules, and let the architect build the blueprint.

01.Drop in your idea

Paste raw notes, a Linear ticket, a Slack thread, or just a one-liner. The engine handles parsing, context extraction, and initial requirement mapping — no rigid templates required.

SaaS & App Development Grid
Paste Discovery Notes

02.Pick your modules

Pre-configured starting points (auth, billing, dashboards, APIs) ground the engine in reality. Your Builder Profile (stack, target agent, code style) shapes every spec it produces.

Auth
Payments
Dashboard
API
CMS
Emails

03.Recursive decomposition

Multi-pass recursive expansion maps vague requirements into modules, features, and atomic, agent-sized tasks with acceptance criteria and dependency graphs.

Parsing your idea

04.Refine in Architect Chat

Edit modules and tasks inline, or talk to the architect — "break this finer," "add edge cases," "mark agent-ready." Every change is a diffable plan you preview and apply in one click.

Edit & Calibrate View
Calibration Detail
Context Aware

Calibrated to your stack.

The engine doesn't guess what a "Dashboard" means in your codebase. It reads your Builder Profile — preferred framework, target agent, code style notes, and estimate unit — and tunes every spec to match.

Same recursive engine, your defaults. Every generated spec lands in a context your agent already understands.

Builder Profile
Active Profile
Base Rate$150/hr
Risk Buffer+20%
Tech StackReact, Node
Architect Assistant
How can I refine this scope for you?
Add a real-time chat module with WebSocket support and read receipts. It should be high-risk.
Done. Added "Real-time Chat" under Communication. Mapped 4 tasks, marked as high-risk, and updated the pricing totals.
Conversational Editing

Your dedicated AI Copilot.

Speed up your manual edits and fine-tune every detail of your generated scopes. The Architect AI Chat sits right in your blueprint, ready to execute sweeping changes on command.

Build Modules

Add entire project modules with perfectly mapped deliverables, internal tasks, and pre-sized effort constants in a single command.

Instant Updates

Tweak your scope on the fly. Update task sizes, adjust delivery phases, or rename modules across the entire document instantly.

Risk Calibration

Automatically identify and flag complex features as high-risk. The AI calculates and applies safety buffers based on your DNA settings.

Guided Strategy

Guide the high-level project strategy and let the AI handle the heavy lifting of decomposing requirements into executable work packets.

Get Started

One workspace for the whole loop.

Scope with AI, refine with your team, hand off to your agents, and monitor the build — in one structured surface.