docs: add llms.txt, agent skills, and AI assistants guide#1505

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timsaucer wants to merge 13 commits intoapache:mainfrom

timsaucer:feat/docsite-agent-improvements

Commits on Apr 24, 2026

docs: publish SKILL.md on the docs site via myst include

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docs: publish llms.txt at docs site root

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docs: add write-dataframe-code contributor skill

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docs: add audit-skill-md skill

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docs: enrich RST pages with demos relocated from TPC-H rewrite

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docs: wire new contributor skills and plan-comparison diagnostic into AGENTS.md

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docs: rename aggregations.rst demo df to orders_df to avoid clobbering state

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docs: replace raw SKILL.md include with a human-written AI-assistants page

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docs: drop redundant assistants list in ai-coding-assistants intro

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docs: convert ai-coding-assistants page from markdown to rst, shorten title

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docs: drop audit-skill-md skill

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docs: drop write-dataframe-code skill

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docs: show Parquet pushdown plan diff in "When not to use a UDF"

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