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docs: add README section for AI coding assistants#1503

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timsaucer merged 1 commit intoapache:mainfrom
timsaucer:readme-ai-assistants
Apr 24, 2026
Merged

docs: add README section for AI coding assistants#1503
timsaucer merged 1 commit intoapache:mainfrom
timsaucer:readme-ai-assistants

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Which issue does this PR close?

Rationale for this change

Guide users on where to find and install the newly published SKILL.md for writing DataFusion python queries

What changes are included in this PR?

Documentation only.

Are there any user-facing changes?

No

Points users to the repo-root SKILL.md via the npx skills registry or a
manual AGENTS.md / CLAUDE.md pointer. Implements PR 1c of the plan in apache#1394.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
@timsaucer timsaucer merged commit c8bb9f7 into apache:main Apr 24, 2026
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@timsaucer timsaucer deleted the readme-ai-assistants branch April 24, 2026 11:57
timsaucer added a commit to timsaucer/datafusion-python that referenced this pull request Apr 29, 2026
… page

The previous approach embedded the repo-root `SKILL.md` on the docs
site via a myst `{include}`. That file is written for agents -- dense,
skill-formatted, and not suited to a human browsing the User Guide. It
also relied on a fragile `:start-line:` offset to strip YAML
frontmatter.

Replace it with `docs/source/ai-coding-assistants.md`, a short
human-readable page that mirrors the README section added in apache#1503:
what the skill is, how to install it via `npx skills` or a manual
pointer, and what kinds of things it covers. `SKILL.md` stays at the
repo root as the single source of truth; agents fetch the raw GitHub
URL directly.

`llms.txt` is updated to point its Agent Guide entry at
`raw.githubusercontent.com/.../SKILL.md` and to include the new
human-readable page as a secondary link. The User Guide toctree now
references `ai-coding-assistants` in place of the removed `skill`
stub.

Verified with `sphinx-build -W --keep-going` against the full docs
tree.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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