ScopeLoop

Spec-driven development

Close the loop between discovery and delivery.

ScopeLoop turns ideas, notes, and discovery conversations into clear, testable specs — then drives the build. Your team and your AI coding agents always work on the right thing, in the right order, all the way to shipped code.

Get started freeSee how it works
app.scopeloop.dev
ScopeLoop interface

The problem

Discovery happens. Then scope gets lost.

Every product starts with good conversations. But the gap between what people say and what gets built is where projects go sideways.

Requirements drift

Conversations produce insights. Then scope gets manually translated into tickets — losing context and specificity at every handoff.

Wrong order, wrong things

Without true dependency ordering, teams build features that block each other — discovering the hard way that step 3 needed step 7 first.

AI agents fly blind

Your coding agents are only as good as their instructions. Point them at vague tickets and they produce vague code.

How it works

The loop that closes itself.

Five steps. One continuous cycle. Every iteration sharpens scope and accelerates delivery.

01
Discover
Sync notes, docs, and transcripts from your tools
02
Define
Structure into testable requirements
03
Sequence
Order by true dependency
04
Build
Your team and AI agents execute in order
05
Learn
Refine scope as you ship
The loop continues — refine and repeat
Intent Inbox
Google Drive
Q3 stakeholder interviews.docx
Auto-synced · 2h ago
Notion
Product feedback — onboarding
Auto-synced · 5h ago
Transcript
Discovery call · Acme rollout
Uploaded · 1d ago
Email
Fwd: Checkout edge cases
Forwarded · 1d ago
6 draft requirements ready for review

Intent ingestion

Ideas come from everywhere. Nothing gets lost.

Discovery doesn’t live in one app. Connect Google Drive, Notion, or Microsoft 365, forward emails, or drop in meeting transcripts — it all lands in your project’s Intent Inbox, where ScopeLoop turns raw intent into draft requirements ready for your review.

Connected sources sync new content automatically — or import just what you want
Email forwarding and transcript uploads capture discovery wherever it happens
New intent becomes draft requirements, queued for your approval

Structured scope

From discovery to structured, testable requirements.

Capture stakeholder interviews and raw notes, then turn them into clean requirements with clear acceptance criteria. No more ambiguity, no more drift.

Clean, testable requirements with acceptance criteria
Full specification and version history per requirement
REQ-014Verified
User authentication flow
OAuth2 login supporting Google and GitHub providers with session persistence
Acceptance Criteria
User can sign in with Google OAuth
User can sign in with GitHub OAuth
Session persists across browser restarts
M1 · Auth & User Management
3 requirements · Complete
Done
M2 · Data Layer & API
5 requirements · Depends on M1
Active
M3 · Frontend Dashboard
4 requirements · Depends on M2
Queued
M4 · Integrations
3 requirements · Depends on M2, M3
Queued

Build plans

Build order equals dependency order.

Requirements are organized in true build order — milestone sequence follows dependency sequence. Teams build things in the order that actually makes sense, not the order someone guessed.

Living specs

Living specs that move through a real workflow.

Each requirement carries a full specification, version history, and acceptance criteria — and moves through a real workflow from draft to complete.

Version history tracks every change
Status workflow: claimed, in dev, in review, complete
v3.2In Development
Payment processing integration
DraftReviewIn DevComplete
History
v3.2 Updated acceptance criteria · 2h ago
v3.1 Added rate limiting spec · 1d ago
v3.0 Major revision from review · 3d ago
Recommended Next
REQ-012 · Payment Integration
No blockers · High impact · 2 dependents waiting
Start →
REQ-015 · Email Notifications
Blocked by REQ-012 · Medium impact
REQ-018 · Admin Dashboard
Blocked by REQ-012, REQ-015 · High impact

Smart prioritization

Always know what’s next.

ScopeLoop recommends the best next piece of work to pick up — based on dependencies, impact, and what’s unblocked. Nobody stares at a backlog wondering where to start.

Delivery pipelines

Approve the spec. ScopeLoop ships the code.

Connect a repository and a coding agent to your project. When a requirement is approved, ScopeLoop routes it to the right pipeline — the agent writes the code and opens a pull request, and your change ships through your normal Git workflow.

Every change lands as a pull request — your review process stays in charge
Choose your autonomy: hands-on review or fully automated build-and-ship
Optional managed hosting that redeploys on every merge
Delivery Pipeline
Web App
acme/web · main · GitHub
Active
Claude CodeFully automated
REQ-021 approved · Checkout flow
Agent implemented · 14 files changed
Smoke test passed
PR #142 opened for review

The differentiator

AI-native. MCP-first.

Most planning tools are built for humans only — your AI agents see the plan only when someone pastes it into a prompt. ScopeLoop connects agents directly through MCP (Model Context Protocol): they read the spec, claim work, build against acceptance criteria, and report back.

$ claude code --mcp scopeloop
✓ Connected via MCP to ScopeLoop
✓ Project: acme-app (12 requirements)
→ Next: REQ-012 Payment Integration
  3 acceptance criteria loaded
  Dependencies resolved. Ready to build.
⚡ Agent building REQ-012...

MCP-native connection

AI agents connect directly to your project. No copy-pasting tickets into prompts, no context loss.

Clear acceptance criteria

Every requirement comes with testable criteria. Your agent knows exactly what "done" looks like.

Works with Claude Code, Cursor, and more

Any MCP-compatible agent can query requirements, claim work, and validate results programmatically.

Built for builders

Who ScopeLoop is for.

Product Leaders

Turn stakeholder conversations into structured scope your team can actually execute against. Stop losing requirements in translation.

Engineering Managers

Get a dependency-ordered build plan instead of a flat backlog. Your team always knows what to build next — and so do your AI agents.

Consultants & Dev Shops

Scope client projects with precision. Deliver structured requirements and build plans that earn trust and reduce rework.

Founders & Solo Builders

Ship real software without a big team. Describe what you want, approve the specs, and let connected agents handle the building — with you in control.

Pricing

Start free. Scale when you’re ready.

Pick a starting point — you’ll set up your account right after.

Free

Get started with the basics

$0forever
Get started
1 active project
1 intent connector
Basic integrations — GitHub, Notion, Slack
5 AI-generated specs per month
Advanced risk scoring
SSO / SAML
Recommended

Pro

For teams shipping faster with AI

$79/user/mo
Start Pro trial
Unlimited active projects
All 37+ integrations
Advanced risk scoring
Custom governance rules
Priority support
SSO / SAML

Enterprise

Full platform with dedicated support

Custom
Contact sales
Unlimited intent connectors
All integrations + custom
Dedicated CSM · 99.9% SLA
Custom governance rules
SSO / SAML

Frequently asked questions.

Ready to close the loop?

Turn messy requirements into shipped software — your team and your AI agents, working from the same specs.

Get started freeBook a demo