The handoff is where context leaks out.
A spec copied into a coding tool is stale the moment the signal behind it moves. The agent works from a snapshot, not the current picture. And the customer context — the reason the work exists — rarely makes the trip, so the person or agent building it has the what but not the why.
Annsa connects directly to the tools you build in. The coding agent pulls the live spec, the priorities and the feedback over MCP, so it builds from what’s true now, with the customer context attached.
From spec to your editor.
Annsa meets your coding tools where they are.
Add annsa to Cursor or Claude Code once. The agent can then read your specs, priorities and feedback live.
The agent fetches the current spec on demand — no copy that goes stale an hour later.
Each spec carries your repo context inline — file paths, related issues, conventions from CLAUDE.md or .cursorrules, and a sample test pattern.
Turn a spec into a GitHub issue, or push to Linear with a two-way link — the spec carries forward, status syncs back.
The spec arrives where you build.
Annsa isn’t a document you export. It’s a connection your coding tools read from directly.
Annsa runs an MCP server, so Claude Code and Cursor pull your specs, priorities and feedback live. The agent reads the current spec, not a copy.
circuit.priorities, circuit.spec, circuit.act, circuit.ask. The agent fetches the ranked list, pulls a full spec, asks questions of your feedback, and acts — all without leaving the terminal.
Turn a spec into a GitHub issue with the customer context attached. Annsa checks for duplicates first, so you open the existing issue instead of a second one.
The rest of the handoff.
Add annsa to Cursor or Claude Code with a single command. Deep links open the spec in your editor.
Each spec carries your repo context inline — file paths, related issues, conventions from CLAUDE.md or .cursorrules, and a sample test pattern.
read pulls priorities, specs and feedback; write ships, assigns, parks and submits. You control which.
One call returns the trajectory, the feedback and the memory behind a spec.
Push a spec to a Linear issue or a GitHub issue. Linear status pulls back via SWR polling, so the card reflects what's true.
Asked and answered.
Over MCP. You add annsa once, and the coding agent can then pull your specs, priorities and feedback live — no copy-paste that goes stale.
Through four MCP tools it can fetch the ranked priorities, pull a full spec, ask questions of your feedback, and act on it (build, ship, assign, park, submit). Refine and release are in development.
Yes. Copy any spec as a prompt and paste it straight into your tool. MCP is the live option; copy-paste is always there.
One click turns a spec into a GitHub issue, with the customer context attached. Annsa checks whether the issue already exists so you don’t create a duplicate.
Read pulls priorities, specs and feedback into your tool. Write lets the agent ship, assign, park and submit. You decide which scope to grant.
Yes. The spec the agent pulls carries its citations and your repo context, so the why and the house style both travel with it.
Learn more about the annsa Delivery suite.
The full feature overview — specs, roadmap, ship and share back.
One build-ready spec from the feedback behind a priority, cited line by line.
Sequenced by impact, not by date — hand any card to Cursor or Claude Code.
Every shipped spec mapped onto your codebase, classified by blast radius.
When a spec ships, drafts each customer who asked a follow-up in their words.