Add public ai-evals architecture guide
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# ai-evals
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Datasets, benchmarks, and quality metrics for agents.
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Datasets, benchmarks, and evaluation metrics for AI agents. Name benchmark repositories `eval-<agent-name>-benchmark`.
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This public repository is a top-level area of the [IT-One](https://git.it-one.pro/IT-One) organization.
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## Collaboration
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- Use short-lived branches and pull requests.
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- Keep credentials out of Git; use organization-level Gitea Actions secrets.
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- Add a focused README to every project repository created in this area.
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- Use the [AI agent template](https://git.it-one.pro/IT-One/agent-template) for agent projects.
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