GitHub integration
Pull requests and deployment starts alongside the product outcomes they may help explain.
More merges do not automatically mean more customer value. Compare delivery activity with product usage, then ask the people doing the work what changed.
GitHub metrics Swoop can read
Read-only, and only what you point it at.
- Pull requests opened
- Pull requests merged
- Deployments started
History arrives on connect. GitHub hands over past values, so signals can appear on the first sync.
Goals from GitHub numbers
Swoop proposes each one with your own baseline in it. Nothing is asked of anyone until you accept.
What it asks, and who it asks
Phrased from the change, never from a theory about the cause — a leading question buys agreement instead of information.
The signal
Merged pull requests fall while deployment starts stay steady
It asks
“What changed in the work we are shipping this week?”
Routed to: Suggest engineering and product teammates; review recipients before sending.
Usually answered by: Engineering and Product Answering is free on every plan — you are never billed for the people who reply.
Connecting it
This one takes a little setup. A fine-grained token for the selected repository, with Pull requests and Deployments set to read-only. Deployment records count starts, not successful releases.
- 01Repository
One repository per connection. GitHub.com repositories only.
- 02Fine-grained access token
GitHub → Settings → Developer settings → Personal access tokens. Select this repository and grant Pull requests: Read and Deployments: Read. Your organization may need to approve it.
- 03Deployment environmentoptional
Optional. Leave blank to include every environment. Pull requests always cover the whole repository.
- 04Choose what it may watch
Every source states what it is allowed to look at. Ingesting everything available is how this becomes another dashboard nobody opens.
Credentials are encrypted and used read-only — nothing is ever written back to GitHub. Answers are synthesized by an open-weights model on Amazon Bedrock, so no foundation-model vendor sees your data; Enterprise runs that model in your own AWS account.
Include GitHub metrics in Swoop panels
Free to start, and you only pay for panels that answer.
Start free