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docs: say the rule about understanding what you submit - #95

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Sep 3, 2026
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docs: say the rule about understanding what you submit#95
imran-siddique merged 1 commit into
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Agents wrote a lot of this and pretending otherwise would be dishonest, so the rule worth stating is not about tooling. It is that you have to be able to explain what your change does, with the agent closed, before opening the pull request. Reviewing a change nobody can explain costs more than writing it did.

This is a direct answer to feedback already on the public record from the AAIF Technical Committee, that much of the code across these projects "feels vibe coded."

No gate here. The vouch check going into cmcp, ca2a and agent-manifest is deliberately not proposed for this repository. A vendor-run gate on work heading for neutral governance is the wrong shape. The rule applies everywhere; the enforcement does not.

🤖 Generated with Claude Code

https://claude.ai/code/session_01Uc16CsknaQ9PTLxGj8TXXj

Agents wrote a lot of this and pretending otherwise would be dishonest, so the
rule worth stating is not about tooling. It is that you have to be able to
explain what your change does, with the agent closed, before you open the pull
request. Reviewing a change nobody can explain costs more than writing it did.

No gate here. The vouch check going into the implementation repositories is
deliberately not proposed for this one, since a vendor-run gate on work heading
for neutral governance is the wrong shape. The rule applies everywhere; the
enforcement does not.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Uc16CsknaQ9PTLxGj8TXXj
@imran-siddique
imran-siddique requested a review from a team as a code owner September 3, 2026 03:43
@imran-siddique
imran-siddique merged commit b2a6490 into main Sep 3, 2026
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imran-siddique deleted the docs/ai-contribution-rule branch September 3, 2026 03:53
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