What to delegate
Define the expected result, sources, and constraints. The agent breaks the assignment into verifiable steps.
- Code review
- Debugging
- Test preparation
AI agent workflow
OpenClaw
Hermes Agent
AI coding agent
Analyzes repositories, assists with code, and verifies changes.
3
core workflow tasks
24/7
manual or scheduled runs
2
AI agents to choose from
1 result
with execution history
Inputs and process
The agent reads the relevant instructions and code, reproduces the issue, makes a scoped patch, and runs targeted checks.
- A repository, task statement, verification commands, and project rules.
- Use an isolated branch
- Never expose secrets
Finished output
Reviewed code and a clear change list.
- The diff, actual test results, residual risks, and the exact files changed.
- Avoid irreversible commands
In-depth guide
How this works in real life
A practical look at capabilities, setup, and operational boundaries.
How to prepare the workflow
Analyzes repositories, assists with code, and verifies changes. Prepare the following input: a repository, task statement, verification commands, and project rules.
The core stages are code review, debugging, test preparation. Run them manually first and preserve examples of a good result in the agent instructions.
- Configure: code review
- Configure: debugging
- Configure: test preparation
How to review and automate output
Expected output: Reviewed code and a clear change list. Review it using this evidence: the diff, actual test results, residual risks, and the exact files changed.
After several reliable runs, configure the schedule and notification channel. Keep critical actions behind approval and use execution history to refine instructions and compare quality.
- Use an isolated branch
- Never expose secrets
- Avoid irreversible commands
Explore more
Related resources
FAQ
Frequently asked questions
Which agent should I choose?
OpenClaw fits broad and communication-heavy tasks. Hermes Agent is often better for coding, research, and complex technical workflows.
Can this run on a schedule?
Yes. After validating the workflow, you can make it a recurring task.