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README.md

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@@ -336,9 +336,9 @@ Please see AGENTS.md for more guidence such as how to enabled logging when runni
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AI as **Augmented Intelligence** is most welcome here. Contributions that enhance *human + agent collaboration* are encouraged. If you want to suggest new agent‑workflows, prompt patterns, or improvements in tooling / validation / introspection, please submit amendments to **AGENTS.md** via standalone PRs. Your ideas make the difference.
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Before submitting Issues or PRs, please use a "deep research" tool. Then *before* submission run your content through a strong model, asking it to proactively work on behalf of this repo's maintainer. For example:
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When submitting Issues or PRs, please use a "deep research" tool to sanity check your proposal. Then **before** submission un your submission through a strong model with a prompt such as:
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> "Please review the AGENTS.md and README.md and this draft PR/Issue and check that it does not have any gaps — why it might be insufficient, incomplete, lacking a concrete example, duplicating prior issues or PRs, or not be aligned with the project goals or non‑goals."
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> "Please review the AGENTS.md and README.md along with this draft PR/Issue and check that it does not have any gaps — why it might be insufficient, incomplete, lacking a concrete example, duplicating prior issues or PRs, or not be aligned with the project goals or non‑goals."
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Please attach the output of that model’s review to your Issue or PR.
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