AI agents that automate B2B on Autopilot
Inspired by Unisson — AI agents that automate B2B software implementation. Loop until the workflow is current, exceptions are owned, and human sign-off is captured where required.
Inspired by Unisson
by Trooper
/loop 30m Start the "AI agents that automate B2B on Autopilot" loop. Inspired by Unisson (https://www.unisson.ai). Goal: open work triaged, exceptions owned, and core operations 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 Unisson Exit when: zero open items without owner or explicit escalation, all external actions approved or sent, and systems of record current Step 1 — Discover workflow: Map current process, systems, and success criteria with stakeholders. Step 2 — Configure automation: Build agents, integrations, and approval gates for the workflow. Step 3 — Pilot on real cases: Run on production-like samples; measure accuracy and latency. Step 4 — Human review: Keep human in the loop for edge cases and go-live sign-off. Step 5 — Operate and tune: Monitor drift, add edge cases, and expand scope safely. ## Before you start Connect plugins: - GitHub (required) — Read branches, PRs, reviews, checks, workflow runs, and source diffs. 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. 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. Discover workflow
Map current process, systems, and success criteria with stakeholders.
2. Configure automation
Build agents, integrations, and approval gates for the workflow.
3. Pilot on real cases
Run on production-like samples; measure accuracy and latency.
4. Human review
Keep human in the loop for edge cases and go-live sign-off.
5. Operate and tune
Monitor drift, add edge cases, and expand scope safely.
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 Operations loops
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On an interval, classify incoming mail, draft safe replies for routine threads, and escalate anything that needs a human decision.
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.
