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Docs · Specs out · 2 min

GitHub

Connect a repository and specs stop guessing — file paths come from your actual codebase, and the conventions come from your own config files.

Connect → Read signals → Grounded spec

01Connect the repo

Settings → Integrations → GitHub → Connect, then authorise Annsa and pick a repository.

02The 9 signals Annsa reads

SignalEffect on the spec
File signaturesExports, types, key functions and the import graph. Gates both Files to Touch and Codebase Context.
.cursorrules / CLAUDE.md / CONTRIBUTING.mdYour AI coding conventions — specs name the right things and follow your rules, not generic best practice
Testing patternsA sample test file, so "Done when" references your real framework and style
Directory structureA compact file tree that validates suggested paths exist
Open issuesSemantically similar issues become a Heads Up section; omitted if none match
File relevanceRecently changed files surface first in Files to Touch
Tech stackDetected framework and language — prevents mismatched suggestions
CI/CD + configReal commands in "Done when" (npm run test:coverage, pytest backend/tests/)
READMEProject overview — the fallback when no AI config files exist

03The signal that matters most

File signatures gate both Files to Touch and Codebase Context. Without them the Codebase Context section is dropped entirely and file paths fall back to inference.

04Why grounding changes the spec

With GitHub connected, the prompt rule is explicit: specs may only reference files from the GitHub context — no invented paths. Codebase Context appears, covering architecture patterns, how to test, and how this team writes code.

Without it, the prompt infers paths from common project conventions, Codebase Context is omitted, and Files to Touch holds plausible guesses rather than verified paths.

05It follows your conventions

Annsa reads .cursorrules and CLAUDE.md before each spec — the same source of truth Cursor and Claude Code use. Specs name the right things ("add a useExportStream hook" rather than a vague description).

06It warns you about duplicate work

If semantically similar open issues exist, the spec gains a Heads Up section flagging the existing work. No matches, no section.

07What it never does

Annsa never changes your code — no commits, no pushes, no pull requests. The only thing it writes is a GitHub issue, on demand from a spec or automatically if you turn that on.

08Disconnecting

Settings → Integrations → Disconnect. Existing specs keep their file paths; new ones omit Files to Touch. See Working with Specs for the full spec structure.

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Start building from signal.

Solo-founded in Sydney in 2025. Launched February 2026.