One intelligent workspace where intent becomes architecture, work, and shipped code — and your organization finally remembers how it was built.
Plugs into the tools you already run
The unit of work is no longer a keystroke — it's a decision.
Intent goes in. Architecture, work, and shipped code come out.
The org stops forgetting — every decision is remembered and reusable.
Engineers move up a level: from writing lines to directing outcomes.
The same tools you already use — no longer islands. Every agent shares the same context, every decision stays remembered, and every line traces back to the intent that shipped it.
One workspace, one memory — no agent starts from a blank page.
The why behind each choice lives on, long after the thread ends.
From shipped code back to the intent that asked for it.
Bring in your repos, docs, and tools. One workspace inherits everything.
Describe the intent. skaftorAI drafts requirements you can shape.
Intent becomes architecture — services, data, and interfaces, mapped.
The plan breaks into executable units, each scoped and assignable.
Coding agents pick up work orders and write the code, in context.
Every change opens a pull request, reviewed against the blueprint.
Ship to production on one traceable thread — no handoff lost.
Watch it run. Signals flow back to inform the next intent.
Your organization finally has memory. Every feature, decision, repo and owner becomes one connected graph — so the system can reason about impact, catch duplicate work, and always know who owns what.
Every artifact — features, decisions, repos, people — linked.
See the blast radius before you build.
Never build the same thing twice.
The same source of truth, composed for the person looking at it. Product sees readiness, the tech lead sees blast radius, QA sees risk, leadership sees confidence — no dashboards to wire up.
Work orders flow into the orchestrator, which dispatches Cursor and Claude Code over MCP — they write the code, open the PR, and report back.
Every change moves through the same controlled path — proposed, reviewed, approved, deployed — with an immutable record of who did what, and when.
Scoped permissions per team, project, and environment.
Every action append-only, immutable, and exportable.
Required sign-off before code reaches production.
SAML, SCIM, and enforced least-privilege by default.
Specs rot silently. skaftorAI treats the spec like source — every clause compiles into gated invariants that flag the moment code and intent diverge.
Every invariant is bound to a gate, or flagged uncovered. Green means “code matches spec” — and you can see exactly which clause each gate protects.
Edit a PRD clause and its hash changes. Every gate bound to the old clause flips to stale until the code is re-verified against the new intent. No silent divergence.
Two requirements touch the same field with no composition rule between them? The compiler flags the reachable-but-unspecified state — the gap that becomes next quarter's incident — before anyone writes code.
We run stored value across every channel — balances have to reconcile everywhere, every time. Skaftor keeps the reasoning and the blast radius attached to each change, so we ship faster without gambling on what it touches.
Our platform is a web of third-party travel APIs. The hard part was never writing the code — it was remembering why each integration works the way it does. Skaftor turns that into something the whole team can query.
On a statutory billing surface, a wrong invoice is a compliance event, not a bug. Skaftor's gates mean every change clears its checks before it ships — and we can show an auditor exactly how it got there.
Intent to scoped work orders in minutes, not sprints.
The org remembers what's already been built.
Less coordination overhead across every handoff.
Every token, per team and per feature, accounted for.
A zero-dependency terminal client — drive your work orders over MCP without leaving the shell.
curl -fsSL https://app.skaftor.com/install | shRequires Node.js 18+ · macOS, Linux, or WSL. The skaftor package is published on npm.
skaftor login <your-mcp-link>Connect with the personal link from your workspace in the app.
skaftor whoamiConfirm the workspace and project you're connected to.
skaftor wo nextPull your next work order.
skaftor wo start · skaftor wo doneWork it, then mark it delivered.
skaftor contextskaftor useskaftor whoamiskaftor wo nextskaftor wo mineskaftor wo listskaftor wo showskaftor wo planskaftor wo manifestskaftor wo startskaftor wo askskaftor wo syncskaftor wo doneskaftor prskaftor envskaftor toolsskaftor call--jsonThe full platform for a team that ships.
For large and regulated teams.
Volume pricing, security review, and a hands-on rollout.
Request a quoteCancel anytime · Your data stays in your stack.
Skaftor is the system of record for AI-native software delivery. It captures business and technical intent, compiles it into agent-executable work orders, orchestrates AI coding agents (like Cursor and Claude Code) over MCP, governs every change with gates and blast-radius checks, and remembers how and why each change shipped in an engineering memory graph.
Those tools help an individual developer write code faster in the editor. Skaftor is the organization-wide system around them: it captures intent, orchestrates the agents from structured specs, governs the output with approval gates, and remembers the full history. Skaftor orchestrates coding agents rather than competing with them.
It's a way of building software in which humans express intent and AI agents do most of the implementation, while a system of record captures the intent, orchestrates the agents, governs each change, and remembers how and why every line was shipped.
Yes. Skaftor runs a per-project MCP server and a CLI, so your developers keep using the coding agents they already use — such as Cursor and Claude Code — while work is dispatched, governed, and observed centrally.
Every change passes approval gates and automated checks — blast-radius analysis, spec-drift detection, and release-confidence scoring — and every artifact is linked in a knowledge graph, giving you an unbroken, auditable thread from intent to production with RBAC, SSO/SAML, and an audit trail.
Skaftor is $99 per seat per month for the Pro plan, with custom Enterprise pricing for larger organizations that need advanced governance, SSO/SAML, and self-hosting.
More in the glossary and What is Skaftor?
Turn intent into shipped code — on one traceable thread.