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Simon Willison·· 3 d ago

Quoting Geoffrey Huntley

Quoting Geoffrey Huntley

AI summary

Geoffrey Huntley proposes using a pre-commit hook to inspect the git diff, reject commits that call observability modules directly and bypass the diagnostics module, and inject a prompt telling the AI agent to use the diagnostics library instead. He argues that updating AGENTS.md alone still leaves a delta and will drift, whereas this approach made the agent's performance instantly ten out of ten.

Selection record

Not admittedSum of both 60 < twice the threshold 152

Source tier
Media and individuals; this tier's threshold is 76
Pre-filter
passed:讨论AI Agent使用诊断库与提示注入

A model scores each item twice, independently, against one written standard, out of 100. An item is admitted only when the two scores add up to twice the threshold. The threshold is set per source tier.

Source: Simon Willison · simonwillison.net