Outreach Kit
Use this when inviting authors, practitioners, or tool builders to improve the repository.
Who To Invite
- People writing directly about Loop Engineering.
- Maintainers of agent runtimes with scheduled, goal-driven, or event-triggered agent work.
- Builders running PR babysitting, CI repair, docs drift, deploy verification, feedback clustering, or evaluation loops.
- Researchers working on agent feedback, reflection, planning, verification, state, and tool use.
Short Message
Hi <name>, this repository is collecting high-signal resources and practical patterns for Loop Engineering: designing recurring AI-agent systems above prompt, context, and harness engineering.
If you have a source, correction, real-world loop pattern, or cautionary example that should be included, contributions are welcome:
https://github.com/ChaoYue0307/awesome-loop-engineering
Pattern Request
Hi <name>, do you have a public example of an agent loop you can share?
The repo is looking for examples with a clear trigger, work intake, agent roles, verification gates, durable state, retry budget, escalation path, and receipts. An anonymized version is fine if the implementation cannot be public.
Accuracy Request
Hi <name>, your work is cited in Awesome Loop Engineering. If the annotation misstates the idea or a better canonical link exists, a correction PR or issue would be very welcome.
What Not To Ask For
- Do not ask people to endorse claims they have not made.
- Do not ask for private customer data, proprietary prompts, secrets, or internal dashboards.
- Do not imply the repository is a standard. It is an early curated field guide for an emerging practice.