Show HN: Respect the Oracle – An agent skill that stops agents from overfitting

Description and use

Here's a brief summary of the open-source project:

"Respect the Oracle" is an open-source agent skill that prevents AI agents from overfitting, helping developers add AI capabilities without starting from scratch. This project is suitable for prototyping AI features, building Reinforcement Agent Grid (RAG) or agent workflows, and evaluating model tooling. While it has medium production readiness, careful inspection and verification of the project's license, maintenance, documentation, issues, and release cadence are necessary before adopting it in production environments.

**Value:**
The project offers a valuable solution for preventing AI overfitting, which is a common challenge in AI development. By using this agent skill, developers can create more robust and reliable AI models.

**Practical Adoption Path:**
To adopt this project, developers should:

1. Inspect the code and documentation to understand how it works.
2. Verify the project's license and terms of use.
3. Check the project's maintenance and release cadence.
4. Evaluate the project's documentation and issue history.
5. Test the project in a controlled environment before integrating it into production workflows.

**Production Readiness:**
The project has medium production readiness, indicating that it is suitable for internal workflows, prototyping, and testing, but may require

Use in a workflow

Show HN: Respect the Oracle – An agent skill that stops agents from overfitting helps add AI capability without starting from a blank model stack.

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Limitations and review notes

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.