Corelayer Ops on Autopilot
Inspired by Corelayer — AI on-call engineer for data-heavy, regulated industries. Loop until the workflow is current, exceptions are owned, and human sign-off is captured where required.
Inspired by Corelayer
by Trooper
/loop 30m Start the "Corelayer Ops on Autopilot" loop. Inspired by Corelayer (https://www.corelayer.com). Goal: open work triaged, exceptions owned, and core design workflow current with audit trail Max iterations: 20 Between iterations run: Report open queue items, stale tasks, failed automations, and items awaiting human approval for Corelayer Exit when: zero open items without owner or explicit escalation, all external actions approved or sent, and systems of record current Step 1 — Ingest telemetry: Aggregate logs, metrics, traces, and agent events across the stack. Step 2 — Detect anomalies: Correlate alerts and drift; rank by customer impact and blast radius. Step 3 — Triage incidents: Assign owners, gather context, and propose remediation paths. Step 4 — Remediate and verify: Apply fixes or runbooks; confirm recovery before closing. Step 5 — Postmortem and harden: Document root cause, add guards, and update monitors. ## Before you start Connect plugins: - GitHub (required) — Read branches, PRs, reviews, checks, workflow runs, and source diffs. - Support tickets (required) — Read customer tickets, feedback, onboarding gaps, and support themes. - CRM (required) — Read accounts, deals, owners, stages, and onboarding state. - Linear / Jira (required) — Read roadmap, task, bug, owner, and status context. - Figma (required) — Inspect designs, dimensions, assets, and handoff notes. - Browser / Web access (required) — Open pages, inspect live state, collect evidence, and verify changes. Attach skills: - Loop runner (required) — Self-pace iterations, run the check between passes, and stop only on the exit condition. - Code change + local verification (optional) — Edit code safely, run commands, and keep changes scoped. - CI debugging (optional) — Read failing checks, logs, and the smallest actionable root cause. - Approval workflows (optional) — Keep outbound actions in draft or approval states when risk is non-trivial. - Customer operations (optional) — Identify at-risk accounts, missing setup steps, and safe next actions. - Visual design QA (optional) — Compare implementation against visual expectations and capture regressions. - Browser QA (optional) — Exercise product flows, capture visual evidence, and verify fixes in-browser. Self-pace this loop. After each iteration, run the check command, read the output, and only continue if the exit condition is not met. Stop when the exit condition passes or max iterations is reached. Give a short status update each pass.
Paste the kickoff prompt into Cursor, Claude Code, or Codex. Deeplinks do not install hook files.
1. Ingest telemetry
Aggregate logs, metrics, traces, and agent events across the stack.
2. Detect anomalies
Correlate alerts and drift; rank by customer impact and blast radius.
3. Triage incidents
Assign owners, gather context, and propose remediation paths.
4. Remediate and verify
Apply fixes or runbooks; confirm recovery before closing.
5. Postmortem and harden
Document root cause, add guards, and update monitors.
Guardrails
Rules the agent must follow so it cannot cheat the exit condition.
- Require human approval before customer-facing sends, payments, or legal submissions unless pre-approved templates apply
- Preserve full audit trail linking source data to every automated action
- Escalate compliance, safety, or regulatory-sensitive items immediately
More Design loops
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Morning Operator Brief
Daily interval loop that reads your calendar, open tickets, and inbox priorities, then delivers a concise operator brief with ranked actions.
Customer Onboarding Watch
Interval loop that watches new signups, runs the onboarding checklist against each account, and nudges or escalates stuck users.
