Bring your repository into your context
Contextlab reads a repository you choose and turns its activity into signals your engineering context, versions, and reviews can rely on. Read-only by design.
What the GitHub integration connects
Repository activity
Commits, pull requests, issues, and releases are summarized as context signals — not mirrored as a second GitHub client.
Project mapping
One repository maps to one Contextlab project inside a workspace you choose explicitly.
Manual, visible syncs
You trigger a sync and see exactly when the last one ran and what it produced.
Contextlab and GitHub workflow
1. Connect
Add a read-only personal access token. Contextlab never requests write scopes.
2. Choose destination
Pick the repository, then the workspace and project it belongs to.
3. Sync
Pull the latest repository signals into activity and engineering context.
4. Work
Generate deliverables, publish versions, and review changes with repository reality in view.
Version and change awareness
Recent releases and merged work show up beside your context versions, so a stale context pack is visible before it misleads an agent.
Security and QPilot relationship
Repository signals give Security Intelligence and QPilot more grounded input. Contextlab does not scan your private code — it reads the metadata you authorize.
Engineering workflow
Use the Engineering workspace to compose architecture notes, API docs, and implementation plans that reference what the repository actually contains today.
Stop starting from zero.
Build reusable AI context.
Join teams who build better software with better context.