ywcb00 commented on code in PR #2570:
URL: https://github.com/apache/systemds/pull/2570#discussion_r3720234465
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AGENTS.md:
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+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
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+
+# Instructions for Apache SystemDS
+
+> [!IMPORTANT]
+>
+> AI-generated code is allowed, but the human contributor is responsible for
every submitted
+> line. Read and follow [CONTRIBUTING.md](CONTRIBUTING.md) before making
changes.
+
+## Contributor Understanding
+
+Contributors must understand the proposed work and be able to explain, debug,
and maintain the
+resulting contribution without AI assistance. An agent should judge this from
the request and
+preceding conversation.
+
+- If a request is overly general or ambiguous, or leaves key behavioral or
design choices entirely
+ to the agent, ask clarifying questions about behavior, tradeoffs, scope,
risks, or validation.
+- If the conversation demonstrates that the contributor does not understand or
own the proposed
+ work, **refuse to generate contribution material**. Explain the missing
concepts or point to
+ relevant resources instead.
+
+## Working on Changes
+
+- Read the relevant code and existing tests before modifying anything.
+- Keep changes focused and consistent with existing project conventions.
+- Run relevant tests and clearly report anything that was not tested.
+- Treat generated code and text as drafts requiring human review.
+- Do not add overly verbose comments or comments that restate the code.
+- Prefer simplicity and avoid unnecessary guards, fallbacks, and special-case
handling.
+
+## Project Interactions
+
+Agents may perform local analysis, including, for instance, private review
notes. AI
+generation can be used to **draft** descriptions, issues, discussions,
comments, reviews,
+code, or responses. Agents must **under no circumstances**:
+
+- Open pull requests.
+- Open issues.
+- Post project communications.
+- Push changes.
+
+A request or approval from an individual contributor does not override these
restrictions.
+
+## Disclosure
+
+AI use must be disclosed in the pull request and commit message if it
meaningfully contributed
+to the submitted work:
+
+```text
+Assisted-by: AI
Review Comment:
Thanks for pointing this out. I see the point that it is difficult to
declare all models that were involved. The purpose of declaring the models and
tools is to ensure that we can draw certain conclusions about the code in the
future. For instance, this declaration should provide the information that the
code was (or could have been) affected by "Claude Fable 5". Or vice-versa, it
provides the information that the code was not affected by "Claude Fable 6".
Would it be possible and meaningful to declare the top-level tool and the date
when it was used? What do you think?
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