Real, tested workflows for putting Raven to work over time.
Raven · Website · 中文 · Submit a use case
Raven is a self-improving agent harness built on EverOS. It combines durable memory, autonomous execution, reusable skills, deep research, tracing, and multi-channel gateways so successful workflows can improve across runs instead of disappearing into chat history.
This repository collects real Raven workflows that people have actually run. It is not a list of speculative prompts or isolated features. Each use case should explain the problem, setup, workflow, prompts, outputs, limitations, and evidence needed for someone else to reproduce it.
Important
Use cases may reference third-party APIs, skills, tools, and integrations that have not been audited by the maintainers of this list. Review source code and permissions, use least-privilege credentials, never commit secrets, and remove personal or company-sensitive information before sharing.
A strong contribution is:
- Real — used for an actual task, not invented for the list.
- Repeatable — includes enough setup and prompts for another person to reproduce it.
- Outcome-driven — explains what changed, what was delivered, or what time was saved.
- Raven-native — makes meaningful use of memory, long-running execution, skills, research, tracing, scheduling, or gateways.
- Honest — documents limitations, human review steps, cost, reliability, and security considerations.
Deep research, multi-source investigation, paper reading, competitive intelligence, and knowledge workflows.
No use cases yet — submit the first one.
Long-running assistants, recurring briefings, task follow-up, personal knowledge, and daily workflows.
No use cases yet — submit the first one.
Coding, project maintenance, testing, incident response, infrastructure, and autonomous development workflows.
No use cases yet — submit the first one.
Research-to-draft pipelines, publishing workflows, media production, and creative collaboration.
No use cases yet — submit the first one.
Project coordination, customer support, sales, recruiting, operations, and cross-functional workflows.
No use cases yet — submit the first one.
Scheduled tasks, messaging gateways, external services, and multi-tool workflows.
No use cases yet — submit the first one.
Install Raven:
curl -fsSL https://raven.evermind.ai/install.sh | bash
raven onboard
ravenThen browse the use cases above, adapt one to your environment, and document what worked.
We welcome use cases from individuals and teams.
- Read CONTRIBUTING.md.
- Copy
usecases/TEMPLATE.md. - Add one tested use case as
usecases/your-use-case.md. - Add it to the appropriate category in this README and
README.zh-CN.md. - Open a pull request.
Not ready to write a pull request? Open a use case submission issue and the maintainers can help shape it.
High-quality contributions may be featured in Raven community channels, documentation, demos, or internal showcases. Contributors always retain credit for their original work unless they request anonymity.
This collection is available under the MIT License. Individual linked projects and third-party dependencies retain their own licenses.