Full-Stack Incident Investigation
For an engineer on-call during a production incident. Stitches an Intercom support thread + Datadog APM + recent GitHub deploys into a cohesive incident narrative, drafts the customer-facing Slack update and a PR description for the fix.
On-call is a five-tab scramble
Here's what doing this by hand looks like today — and why it doesn't scale.
A customer reports a bug and you're cross-referencing Datadog, Intercom, and GitHub deploys all at once
The Slack update lags behind the actual investigation
By the time the PR is drafted, you've forgotten what you found in the first trace
Composio collapses all of this into one prompt — here's what that looks like.
Your agent runs it end-to-end.
- 01Inspect the affected Datadog dashboard — extract each widget's metric query
- 02Run each metric query over the investigation window; flag anomalies
- 03Search error logs, cluster by signature, surface the top 5
- 04Search slow traces, rank by duration
- 05In parallel, pull customer signal from Intercom for the same window
- 06List recent deploys; correlate any that land inside the window
- 07Synthesize a one-page incident briefDashboard anomalies, top 5 errors, top 10 slow endpoints, customer complaint count, recommended actions.
- 08Draft the customer-facing Slack update
- 09Draft the GitHub PR — branch, patch, and PR body
Incident to fix in one thread
Customer signal, metric anomalies, recent deploys, and the draft fix PR — all stitched into a single investigation narrative.
Paste this into Claude, Cursor, or Codex. It'll install the CLI, connect your apps, and run the task — end to end.
Daily Morning Brief
One prompt pulls today's calendar, unread Gmail, open GitHub PRs, and overdue Notion tasks into a one-screen brief.
Read →Catch Up on Slack Since Yesterday
Ask "what happened in Slack yesterday?" and get a consolidated, channel-by-channel recap with links back to the threads.
Read →Deploy Latest Commit to Vercel
One prompt: 'ship the latest commit to prod.' Your agent fetches it, triggers deploy, watches the build.
Read →