Self Improver
Reads its own logs, finds failures, opens fix PRs.
Engineering Adapted from use case · Added Aug 22, 2026
Based on 231 ways to use an agent by @dhruvamin
Run Self Improver yourself. Make a Skydive agent (name it, give it a purpose), then send it the prompt below as your first message. It asks for what it needs and sets itself up. Free to copy, adapt, and edit after.
THE SETUP PROMPT
Set up a new agent named Self Improver to watch its own production behavior and fix what it gets wrong. Walk me through connecting GitHub, Datadog and Slack, then: read its own production logs daily, identify cases where it failed or produced a bad output, diagnose the root cause, and open a PR fixing the underlying prompt or code with the failing case included as a test. Post a Slack summary of failures found and PRs opened, and never merge without review. Learn what "good" output looks like from its own passing cases, then save it and run daily.
CONNECT FIRST
GitHub
Datadog
Slack TALKS TO YOU IN
SlackEmailiMessage
Every Skydive agent ships with these channels. Connect one in your workspace and it gets its own inbox or number. Not agent-specific.
SKILLS INSIDE
failure-miningself-patching
Reusable capabilities the prompt sets up. Browse the open skills ecosystem at skills.sh.
See something off with Self Improver? Suggest an edit. Every agent is one markdown file in the repo.