SECOPS
AI Triage Agent for Leaked-Secret Findings to Linear
An agent reviews each leaked-secret finding, classifies severity and blast radius, drafts remediation steps, and opens a fully written Linear ticket assigned to the right owner.
How it runs
The automated pipeline, trigger to output.
- TriggerScanner finding webhook receivedHTTP webhook
- ActionInspect credential and surrounding codeGitHub
- LogicRoute real leaks vs auto-close
- ActionDraft remediation, severity, owner
- OutputOpen assigned Linear ticketLinear
What it does
This agent-driven workflow takes raw secret-scanner hits and turns them into actionable engineering work. It reasons about what the credential unlocks, estimates blast radius, writes concrete remediation steps, and files a ready-to-work Linear ticket assigned to the responsible team.
When to use it
Use it when your scanner produces findings faster than humans can triage them. The agent handles the judgment work, deciding severity and owner, so security engineers only review the ticket rather than starting from a bare alert.
How it works
- 1A webhook delivers a new leaked-secret finding from your scanner.
- 2The agent inspects the credential type, repo, and surrounding code to assess what is at risk.
- 3A logic step routes trivial or expired matches to auto-close and real ones onward.
- 4The agent drafts a remediation plan, severity label, and the likely owning team from code ownership data.
- 5An output creates a Linear issue with the full write-up, severity, and assignee.
Set it up
What you configure once, before turning it on.
- 1Connect HTTP webhookTrigger any URL on agent actions.
- 2Connect GitHubRepos, issues, pull requests, actions.
- 3Connect LinearIssues, projects, cycles, triage.
- 4Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 5Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 6Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.

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