annsa
Log inStart free

Specs

A grounded spec, ready for the build.

Annsa writes the spec from your actual repo — 9 GitHub signals, real file paths. Cursor or Claude Code pulls it over MCP.

Start freeSee the product
From decision to spec

A build-ready artifact, grounded in the customer voice and your connected codebase.

What to build · where it lives · done when
Annsa's spec panel: What to Build and Why It Matters, beside the priority it came from.

The evidence stays attached all the way into the build.

Customer voice and decision reasoning carry into a grounded specification. With a connected repository, the build starts from real codebase context and is ready for your coding agent.

Customer voice retained.
Codebase grounded.
Agent ready.

Delivery system

The decision remains visible all the way through.

Specs
Briefs begin with evidence, not a blank page.
Explore Specs →
Ship
Connect through MCP and hand grounded context to Cursor or Claude.
Explore Ship →
Share Back
Notify the customers who asked. You review before anything sends.
Explore Share Back →
01 · Spec
The first draft is already written.
One cited artifact: What to Build, Why It Matters, Customer Voice, Files to Touch, Done When.
Explore Specs →
02 · Roadmap
A roadmap that sequences itself.
Two rails show intention and flow; one button sequences work by impact.
Explore Roadmap →
03 · Spec map
Every spec, on the map of your codebase.
Codebase, theme and page views with blast-radius classification.
Explore Spec map →
04 · Ship
The spec leaves Annsa as code.
Connect over MCP; hand grounded work to Cursor or Claude Code.
Explore Ship →
05 · Share Back
The customer who asked is the first to know.
Annsa drafts the follow-up in their context; you review before sending.
Explore Share Back →

Learn more about the Annsa Delivery suite.

Asked + answered.

Q1
Where does a spec come from?
A spec carries forward the ranked opportunity, customer evidence and decision reasoning. When GitHub is connected, Annsa also grounds the build direction in relevant codebase context.
Q2
How does it reach Cursor or Claude Code?
Your coding agent pulls grounded priorities and specifications through MCP. Annsa provides the intelligence and context; the agent and your team execute the build.
Q3
What happens after the work ships?
Annsa connects the shipped work to the customers who asked, drafts share-back for review and records subsequent feedback or connected metrics as outcome evidence.
annsa

From customer signal to build-ready direction.

Start free with up to 100 pieces of feedback a month.

Start free