Quick answer from mobile (sorry, no direct links)
Check the readme in the repository for general information about the new Alertmanager and the beta announcements on this mailing list for links to the right documentation.
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It looks like there is an example in this comment[1], I'll be trying it later today.
Nicholas
[1] https://github.com/prometheus/alertmanager/issues/203#issuecomment-173179471
Slack integration is fully functional.
As said yesterday, the announcement email has a link to initial documentation.
In particular configuration is documented here: https://github.com/prometheus/docs/blob/amdoc/content/docs/alerting/configuration.md
The README in the repository contains a basic example for other receiver integrations. Except for different field names, these are completely analogous to configuring Slack (see link above).