Repo Review and PR

Ask Managed Research to review a repo, make a focused change, and return PR-ready evidence.

Use this cookbook when you want a worker to inspect a repo and leave a small, reviewable patch.

Goal

Start a directed run that identifies one high-impact issue, makes the smallest safe change, and returns a report or PR.

Launch

run = client.research.swarms.create(
    objective="Review the repo, identify the smallest high-impact fix, implement it, and leave PR-ready evidence.",
    host_kind="daytona",
    work_mode="directed_effort",
    providers=[{"provider": "openrouter"}],
    runbook="lite",
)

Good constraints

• prefer one focused change
• avoid broad refactors
• state validation command
• explain skipped validation
• include risk and follow-up notes

Expected evidence

• patch or PR metadata
• final report
• validation result or skipped-validation reason
• artifact manifest
• usage summary

Failure notes

If repo access is blocked, attach the repo to a project first and run project preflight before launching.