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Get Started Free →Run an agent loop until an exit condition is met. Use when the user says "loop", "babysit", "keep trying until", "check every X", "watch", or wants iterative autonomous execution.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | 262% | 0% |
| case-15 | ✗→✓ | ▲ Improved | -42% | 0% |
| case-21 | ✗→✓ | ▲ Improved | 91% | 0% |
| case-04 | ✓→✗ | ▼ Worse | -53% | 0% |
| case-13 | ✓→✗ | ▼ Worse | -55% | 0% |
A loop is a worker/verifier cycle: launch a worker → check verification → repeat until done or limits hit. Use for "keep trying", "babysit", or "watch this until X."
For lightweight recurring checks that should return to this same conversation, prefer a cron heartbeat (create_heartbeat, then delete_heartbeat when finished). To change it, delete and recreate it. Use a loop when each iteration needs a worker/verifier lifecycle; use a schedule when each firing should create a fresh independent agent and workspace.
User's arguments: $ARGUMENTS
Read the paseo skill. Before choosing worker or verifier providers, read ~/.paseo/orchestration-preferences.json unless the user explicitly named providers in this request. Do not start the loop until you have read it.
Loops are a CLI primitive: paseo loop run. Manage with paseo loop ls, paseo loop inspect <id>, paseo loop logs <id>, paseo loop stop <id>.
$ARGUMENTS and the conversation.--verify-check) for objective criteria a command can answer (gh pr checks --fail-fast, npm test).--verify) for judgment ("Return done=true only if all tests pass and the changed files are coherent. Cite the command and the outcome.").--provider for the worker, --verify-provider for the verifier. From preferences unless the user named them. For implementation loops, pair worker and verifier on different providers — each catches the other's blind spots.--sleep only when polling something external. Otherwise let it run as fast as the loop completes.--max-iterations and/or --max-time. Open-ended loops are how runaways happen.--archive keeps agents after each iteration for inspection.paseo loop run.Babysit a PR — worker checks PR state and fixes issues; shell check is gh pr checks <n> --fail-fast; sleep 2m; max-time 1h.
Drive tests to green — worker investigates failures and fixes code; shell check is the test command; verifier confirms all tests pass; max-iterations 10.
Cross-provider implementation — worker on impl provider, verifier on a different provider; verifier checks changed files, runs typecheck and tests; max-iterations and max-time both bounded; archive on so iterations can be inspected.
Worker — self-contained, concrete (commands, files, branches, tests, PRs, systems), explicit about what counts as progress this iteration.
Verifier — checks facts, doesn't suggest fixes, cites commands/outputs/file evidence, specific about what "done" means.
Other measured skills in the registry, with their headline benchmark lift.