Convert Ray documentation pages from reStructuredText (.rst) to MyST Markdown (.md). Use when migrating existing files under doc/source/ to MyST, finishing a partial MyST migration of a directory, or when asked to convert/migrate a doc page to markdown. Covers the RST-to-MyST directive mapping, label and cross-reference preservation, sphinx-design tabs/dropdowns/card grids, doctest/testcode handling, the doc/BUILD.bazel doctest exclusions, and the build and doctest verification needed to land a clean docs PR.
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Convert Ray documentation pages from reStructuredText (.rst) to MyST Markdown (.md). Use when migrating existing files under doc/source/ to MyST, finishing a partial MyST migration of a directory, or when asked to convert/migrate a doc page to markdown. Covers the RST-to-MyST directive mapping, label and cross-reference preservation, sphinx-design tabs/dropdowns/card grids, doctest/testcode handling, the doc/BUILD.bazel doctest exclusions, and the build and doctest verification needed to land a clean docs PR.
user-invocable
true
argument-hint
<file(s) or directory under doc/source to convert>
Convert RST to MyST Markdown
MyST Markdown is the standard for new Ray doc pages — doc/.claude/CLAUDE.md declares it, and a lint check rejects newly-added .rst. This skill converts an existing.rst page (or a batch) to MyST .mdfaithfully: format only, preserving the rendered HTML and any test coverage.
The Ray docs build with fail_on_warning: true (.readthedocs.yaml), so most of a sloppy conversion doesn't render wrong — it fails the build. Most of this skill is about the handful of constructs that break the build or silently drop test coverage if mishandled.
A green build is necessary and not sufficient. A second, smaller class of mistake renders wrong and builds clean, with no warning anywhere: a lost page title, an image that changes markup, a directive whose nested RST degrades to visible text. Nothing in steps 1–3 of Verification can see any of it, because they all look at source or at reference resolution. Only the rendered diff in step 4 can. Run it.
When to use this skill
Use when:
Migrating one or more existing doc/source/**/*.rst files to MyST .md.
Finishing a partial MyST migration of a directory.
Not for:
Authoring a brand-new page — just write .md directly (no conversion needed).
Editing .rst content you're not converting (edits to existing .rst aren't lint-flagged).
Notebooks (.ipynb) — different workflow.
Bundling unrelated content rewrites — keep the diff a pure format conversion (see Golden rule).
Golden rule: faithful conversion
Convert the format, not the content. The rendered HTML should be byte-equivalent to the pre-conversion page, except for deliberate, called-out light cleanup (a dead link, a stale version ref). No restructuring, no rewording of sound content, no heading-level "fixes."
Why: the decisive regression check compares the PR's Read the Docs preview against /en/master (per doc/.claude/CLAUDE.md). A faithful conversion makes that diff empty and the PR trivially reviewable. Capitalization nits ("github"→"GitHub"), heading-case changes, and rewraps all add noise and invite scope debates — leave them unless explicitly asked.
Faithful does not mean byte-copying links. A few RST link forms render fine in RST but are wrong in MyST and fail fail_on_warning (see Hard rule 2). Translate them; don't transcribe them.
Procedure
1. Read the source(s) and the two style models
Read every .rst you're converting in full. Also read the canonical MyST examples in the same tree for house style: doc/source/ray-contribute/docs.md and doc/source/ray-contribute/agent-development.md (frontmatter, (label)=, {contents}, admonition and image conventions).
2. Pre-flight — verify every reference resolves before converting
A stale literalinclude path, autodoc symbol, or {ref} target turns into a build failure under fail_on_warning. Confirm each up front:
Labels this file defines — grep -nE '^\.\. _.*:' file.rst. You must preserve every one (Hard rule 1). Note them.
External callers of those labels — grep -rn '<label-name>' doc/source python rllib. Confirms they're load-bearing (and that you must not rename them).
literalinclude targets — the file exists; :lines:/:start-after:/:end-before: markers still resolve.
autodoc targets — every .. autofunction::/.. autoclass:: symbol imports.
Who references THIS file — grep the bare filename across all of doc/, e.g. grep -rn 'getting-involved' doc/source. Do not grep only the dir/stem.rst path: siblings link relatively ([text](./getting-involved.rst), (getting-involved.rst)), and those break silently when you rename the file. Classify each hit (see "Reference updates"); most are no-ops, but doc/BUILD.bazel, {include}, and any relative .rst link from another page are not.
3. Convert using the mapping
Apply the table below construct-by-construct. Keep the source's prose line-wrapping in this pass, verbatim — it keeps the conversion diff line-aligned with the .rst, which is the only thing that lets a reviewer confirm at a glance that the words didn't change. Then apply the Hard rules and Construct notes.
Ray's .md prose is soft-wrapped, one line per paragraph and per list item, so a converted page shouldn't stay hard-wrapped. Reflow it as a second, whitespace-only commit in the same PR, using the ray-soft-wrap skill:
python3 doc/.claude/skills/ray-soft-wrap/scripts/softwrap.py <the new .md files>
python3 doc/.claude/skills/ray-soft-wrap/scripts/verify.py <the new .md files>
Splitting it into two commits gets both properties: the conversion commit stays reviewable line-by-line against the .rst, and the reflow commit is one a reviewer can skim in seconds because verify.py proves it changed nothing but whitespace — non-whitespace bytes byte-identical, rendered HTML identical, transform idempotent.
verify.py's render check is CommonMark plus GFM tables, so it cannot see MyST-only constructs. It will pass a card grid whose ^^^ header separator got folded into the prose. softwrap.py protects ^^^ and +++ by construction, but when a page leans on a construct the oracle doesn't model, add a structural assertion of your own — for card grids, that the {grid-item-card}, ^^^, and +++ counts still match. The step-4 render diff is the backstop either way.
4. Update references that actually need it
Most don't (see checklist). The ones that do go in the same PR as the file they track.
5. Verify
Static checks → build (RtD) → doctest (if the file is doctest-tested) → regression vs /en/master. See "Verification".
6. Ship
git rm the .rst, add the .md. Commit, push, PR. For the OSS PR conventions (branch base, DCO sign-off, no internal ticket keys, etc.) follow the project's docs-PR workflow.
```{include} _shared.rst with :parser: rst (don't convert a shared _includes/ partial)
.. image:: URL
```{image} URL — not; see Hard rule 5
.. figure:: P (+ caption)
```{figure} P with options as :key: val lines, blank line, then the caption
.. title:: T
no MyST equivalent — see Hard rule 5
:: literal block
a plain ``` fence (no language) — see Construct notes
auto-lettered list a. / b. / c.
numbered 1. / 2. / 3. — MyST/CommonMark has no alpha lists
Hard rules (get these wrong → broken build or lost test coverage)
Preserve every label name exactly... _name: → (name)= (own line, blank line, then the heading it labeled). External {ref}/:ref: callers resolve by name and are format-agnostic, so an unchanged label keeps working from .rst and .md callers alike. A renamed or dropped label breaks every caller. Labels sitting directly above an autodoc directive stay inside the {eval-rst} block as RST (.. _name: next to .. autofunction::); targets created inside eval-rst still register globally. A label directly above a non-heading directive (e.g. a .. warning::) becomes (name)= immediately before the converted :::{warning} — it still anchors.
Links — translate, don't transcribe. Three RST link forms need real translation; left as-is they emit a myst.xref_* warning (→ build failure):
Whole-doc links should use the {doc}`text <doc>` role — it resolves to the document and is never ambiguous. A bare [text](sibling.rst) (or [text](sibling.md) pointing at an .rst source) emits myst.xref_missing. An extensionless[text](sibling) works only if the target doc has no same-named label; if it does (e.g. a page carrying both the doc name getting-involved and a (getting-involved)= label), the bare link is ambiguous and emits myst.xref_ambiguous. So just use {doc}. This bites in both directions: a converted file linking to a still-.rst sibling, and an already-.md sibling whose link to the file you renamed now points at a dead .rst. (Re-check the bare-stem grep from pre-flight.)
Same-page section links written as a raw page.html#section URL must become a #section fragment ([text](#section)), resolved via myst_heading_anchors. The .html# URL renders in RST but MyST treats it as a cross-reference target and can't find it.
{ref} links are exempt (resolve by label, not path). Extensionless links and toctree entries are exempt (Sphinx resolves to whichever source exists).
These myst.xref_* classes and their fixes are also encoded as machine-readable rules in sphinx-fix/rules.yaml — the canonical category→fix table the sphinx-fix skill uses to diagnose a failing build. It's one shared source; keep the two in sync.
Heading levels are assigned by ORDER OF FIRST APPEARANCE of each underline style — not by the character. The same - underline can be ## in one file and ### in another, depending on what appeared before it. Overline+underline is a distinct style from underline-only. Walk the file top to bottom, assign level 1 to the first style seen, level 2 to the next new style, and so on; reproduce that exactly. Do not "fix" surprising nesting (e.g. a section that lands one level too deep) — that's restructuring and changes anchors. When unsure, check the live /en/master render of the page and match it.
doctest/testcode: literal-vs-executed. A meta-doc that demonstrates testcode often contains two kinds of blocks:
Illustrative — shown as syntax to copy. In RST they follow a :: and are indented (a literal_block). Convert to a plain ``` fence (no language). These render but are never executed. Leaving the RST directive text (.. testcode::) as literal content inside the fence is correct and faithful.
Real — actually run and rendered. In RST they're column-0 .. testcode:: / .. doctest:: directives. Convert to {testcode} / {doctest} / {testoutput} fences.
Decide per block. An illustrative block converted to a directive will execute and fail; a real block left as a plain fence silently loses CI coverage. After converting, count the executed directives and confirm the number matches the original's real blocks. (Note: a {testcode} in a doctest-excluded file still renders but doesn't run — see Hard rule 6.)
Page identity — the title and the images. Three constructs change the rendered page while leaving the build green and emitting no warning. All three were caught by the render diff (Verification step 4) after a clean fail_on_warning build, not before it.
.. title:: has no MyST equivalent, and it does not work inside {eval-rst}. The docutils directive sets document['title'], which TitleCollector reads for the <title> tag; under MyST that assignment does not reach the real document. A page whose title came from .. title:: silently renders as <no title>. If the page has a heading, delete the directive and let the heading carry the title. If it has none, add an H1 with the same text: env.titles ends up identical, and a page with no heading is almost always one whose body a custom template overrides anyway, so the H1 never renders. Check the template before assuming that.
.. image:: is not ![](). An RST .. image:: with no :alt: takes its alt text from the URI and emits a bare <img> at block level. Markdown  emits alt="" wrapped in a <p>. Use ```{image} path to keep both.  is right only when you're supplying real alt text, which is a content change — call it out.
A caption-less .. figure:: is still a <figure>. Converting it to an image of either form drops the <figure> wrapper and its alignment class. Keep ```{figure}.
doc/BUILD.bazel doctest exclusions. The main doctest( rule globs source/**/*.mdandsource/**/*.rst with a per-file exclude list. If a file you convert is named in that exclude list, rewrite its entry from .rst to .md in the same PR. Otherwise the *.md glob pulls the newly-converted file into doctest, and blocks that were excluded for a reason (e.g. ray.init(...) with no import ray) execute and fail. Conversely, a file that is included (not excluded) stays tested as .md — that's when Hard rule 4 matters most.
An apostrophe in a heading silently changes its anchor. docutils slugifies What's Ray Core? to what-s-ray-core; MyST drops the apostrophe and produces whats-ray-core. The build stays green, nothing warns, and any external link to the old anchor dies. Roughly 17 headings across 15 of the still-unconverted files are affected. The rule: if the heading already carries an explicit label, that label is the anchor callers should be using, and you add nothing. Only when the heading is bare do you add a compat target carrying the old docutils slug — (what-s-next)= above ## What's next?. Never put two targets on one heading. Either way the section id and the headerlink href still change, so treat this as a known, explainable render diff rather than a regression to chase.
Construct notes
default_role = "code" (doc/source/conf.py): an RST single-backtick already renders as inline code, so single-backtick → single-backtick is the right conversion. It is not byte-identical, though: the RST form emits <code class="code docutils literal notranslate"> and the Markdown form drops the code class. That class carries no styling in Ray's CSS or in pydata-sphinx-theme, and every already-converted page in the tree renders without it, so plain backticks are the house choice and render_diff.py filters this difference by default. Use the {code}`x` role only if you need a byte-identical diff for some other reason.
Admonitions: prefer colon fences :::{note} … ::: (the colon_fence MyST extension is on). They nest a ``` code fence cleanly without backtick-counting. Backtick ```{note} also works for simple admonitions with no nested fence. A one-line RST admonition (.. note:: text) becomes :::{note} / text / :::.
sphinx-design tab-set / tab-item / dropdown: use colon fences, not backtick fences — ::::{tab-set} › :::{tab-item} Label › ```code ```. The outer fence needs more colons than the one it contains (4 vs 3), and colon fences nest cleanly around backtick code fences, so you avoid backtick-counting entirely. Put directive options (:open:, :sync:, …) on their own line right after the opener. (Confirmed against Ray's RtD build.)
linkify is OFF (not in myst_enable_extensions). A bare URL will not autolink — wrap it as <https://…> to preserve the hyperlink. This includes URLs in parentheses like Bazel 7.5.0 (https://…) → (<https://…>).
The :: literal-block marker: docutils drops " ::" when it's preceded by whitespace ("…sessions. ::" → "…sessions.") and replaces "x::" (no space) with "x:". Reproduce the resulting prose, then put the block in a plain ``` fence.
sphinx-design card grids convert to native MyST — and everything nested inside them has to convert too. A grid of grid-item-cards becomes colon fences, widest on the outside: ::::{grid} 1 2 2 2 › :::{grid-item-card} › a ```{button-ref} backtick fence. Add a colon level for each extra layer (ray-libraries.md runs :::::{grid} › ::::{grid-item-card} › :::{div}). The ^^^ header and +++ footer separators need no translation at all: sphinx-design matches them with REGEX_HEADER/REGEX_FOOTER and splits them out of the raw content lines before anything parses them, so they're format-agnostic.
The trap is nested_parse.GridDirective, GridItemCardDirective, div, and Ray's own callout/annotations all call self.state.nested_parse, which under MyST parses their content as Markdown. RST left inside a native card doesn't error — it renders as literal text, through a green fail_on_warning build. So a card's nested button-ref, button-link, image, and figure all have to become fences in the same pass, and the render diff (Verification step 4) is the only check that will catch it if one doesn't. This is the nested_parse degradation referenced in step 4.
Four already-Markdown pages predate this and wrap their whole grid in {eval-rst} (cluster/vms/index.md, cluster/kubernetes/index.md, ray-overview/index.md, serve/index.md). Don't copy that pattern into a new conversion; native is the house choice as of batch 1.
list-table: keep the directive (```{list-table}), move options to :key: val lines, and de-indent the * - / - body to column 0. Don't convert it into a native Markdown table.
RST named hyperlink targets (`text`_ plus a .. _text: url definition) have no MyST equivalent. Inline each one as [text](url) at the point of use and delete the definition block. The exception is a target referenced from inside an {eval-rst} block — an RST simple or grid table whose cells carry `text`_ references. Keep those definitions as RST, in the same {eval-rst} block as the table that uses them, so they resolve without duplicating a target name elsewhere in the document (ray-overview/installation.md does this for the nightly-wheel table).
Nested fences: an outer fence must use more backticks than any fence it contains (or use a ::: colon fence as the outer). Inside an ordered-list item, indent a nested ``` fence to the item's content column (3 spaces under 1. ).
{eval-rst} for autodoc is the safe default; native {autofunction} is a fallback only if the build is verified clean. Keep the option indentation the RST used.
Include-only content partials (a file that exists only to be .. include::d, like involvement.rst): give the .mdno frontmatter and no title — it's spliced into its includer, and frontmatter would render mid-page there. These files don't orphan-warn even though they're not in any toctree (Sphinx doesn't treat included files as standalone docs). Inline any named-reference link targets in the partial, so they don't collide with the same target defined in the includer (RST tolerated the duplicate; inlining sidesteps it).
No alpha-enumerated lists: MyST/CommonMark ordered lists are numeric only. Convert a./b./c. sub-lists to 1./2./3. (a forced, minor rendering change — call it out in the PR). A column-0 code block between numbered items breaks the list, but explicit numbers still render correctly (faithful to the RST).
Extensionless links to the converted doc (e.g. [text](page) with no extension) — resolve fine.
.html URL references — doc/redirects/current.yaml, CONTRIBUTING.rst, semgrep/lint scripts, and absolutehttps://docs.ray.io/…/page.html#sec links point at HTML output, which is identical regardless of source format. (Only relativepage.html#sec self-links need fixing — Hard rule 2.)
External {ref}/:ref: callers — safe as long as labels are preserved (Hard rule 1).
Do change (same PR as the file):
doc/BUILD.bazel — doctest exclude entries (Hard rule 6) and any explicit doc-code test target naming the .rst.
.. include:: / {include} directives pointing at a file you're converting (convert both).
Relative .rst links from sibling pages to the file you're renaming — found via the bare-stem grep. Point them at the new doc (extensionless or {doc}).
.claude/ path mentions of the file (e.g. CLAUDE.md, skill/rule files referencing …/development.rst). Re-grep .claude/ for the stem. These are tiny string edits and .claude/ isn't in .buildkite/test.rules.txt, so they don't pull extra CI suites.
Verification
Static checks on each new .md — frontmatter parses (skip this for include-only partials, which have none), backtick and::: colon fences balance, no residual RST leaked outside fences, every label present, executed-directive counts match. Sketch:
import re, yaml
for f in FILES: # the new .md paths
t = open(f).read()
if t.startswith('---\n'): # partials have no frontmatterassert yaml.safe_load(t.split('---\n', 2)[1])['myst']['html_meta']['description']
L = t.splitlines()
assertsum(ln.lstrip().startswith('```') for ln in L) % 2 == 0, f"unbalanced ``` {f}"assertsum(bool(re.match(r'^:{3,}\{', ln)) for ln in L) == sum(bool(re.match(r'^:{3,}\s*$', ln)) for ln in L), f"unbalanced colon fences {f}"
infence = False# residual RST outside ``` fencesfor i, ln inenumerate(L, 1):
if ln.lstrip().startswith('```'): infence = not infence; continueif infence: continuefor pat in (r':(ref|doc):`', r'^\.\. ', r'`[^`]*<[^>]*>`_', r'[^:]::\s*$'):
if re.search(pat, ln): print(f"RESIDUAL {f}:{i}: {ln!r}")
Also grep -c '^```{testcode}' (etc.) and confirm the count equals the original's real blocks; grep for every label you noted in pre-flight; and grep -n '\.html#\|](.*\.rst)' to catch any link form Hard rule 2 forbids.
Build (decisive parse check) — pre-commit run --files <changed> is effectively a no-op for most doc/source/**/*.md (vale is scoped to doc/source/data/, prettier to js/ts/html/css), so the real check is Sphinx. A full local build is heavy; the practical signal is the Read the Docs PR preview (docs/readthedocs.com:anyscale-ray). With fail_on_warning, a green RtD build proves every label, {ref}, link, toctree entry, {literalinclude}, {eval-rst}, {list-table}, and sphinx-design directive resolved. Read the raw RtD log on failure: the build page lazy-loads, so fetch https://app.readthedocs.com/api/v2/build/<BUILD_ID>.txt and grep for WARNING:/ERROR:. -W --keep-going lists all warnings of a build that completes — but a hard-broken build (a conf.py/extension error, a traceback, or SEVERE:) aborts before producing that list, and a parse error or broken toctree masks the xref/orphan warnings beneath it. So if a failed build's log is empty or short, or fixing one error reveals new ones, fix the highest-severity error first and re-run — don't trust a single pass to be complete.
Doctest (only for files the doctest rule includes) — the RtD html builder does not execute testcode/doctest; that runs in the Buildkite doctest target (surfaces under buildkite/microcheck for a changed doc file). Confirm the real executed blocks pass and the illustrative ones don't run. MyST {testcode}/{doctest} in .mdis exercised — getting-started.md and configure-manage-dashboard.md are tested .md precedents.
Regression — run this, don't eyeball it. Compare the RtD preview against /en/master (not /en/latest) with render_diff.py, which fetches both, extracts <article>, normalizes the host, release string, and search-highlight params, and diffs:
This is not optional, and a green step 2 is not a substitute for it. Steps 1–3 are all source-side or resolution-side; this is the only step that looks at output, and it's the only one that catches Hard rule 5 or the nested_parse degradation below. On the first batch it caught three regressions — a lost <title> on the site root, an alt="" image, a dropped code class — through a build that was green and silent on all three.
The script filters the two differences every MyST page shows against an RST page, both inert: class="tex2jax_ignore mathjax_ignore" on the root <section>, and the missing code class on inline literals. Pass --keep-benign to see them.
Read the surviving diffs rather than trusting the exit code. Byte-identical is not always the right bar — a caption-less {figure} or a deliberate alt-text addition shows up here too. The question is whether every diff is explainable, not whether every diff is empty. Note that ray-overview/examples.html differs between any two builds: custom_directives.py picks its gallery icons with random.randint.
Verified Ray-specific facts (as of mid-2026)
doc/source/conf.py: default_role = "code"; myst_enable_extensions includes colon_fence but notlinkify; myst_heading_anchors = 3 (so [text](#slug) resolves to any h1–h3 heading).
doc/BUILD.bazel main doctest( rule globs source/**/*.md + source/**/*.rst, with a per-file exclude list (e.g. ray-contribute/getting-involved.md, ray-contribute/testing-tips.md) and whole-subtree excludes for ray-core/, data/, rllib/, serve/, train/, tune/ (which have their own doctest rules).
pre-commit has no hook that lints doc/source/**/*.md outside doc/source/data/ (vale) — so pre-commit passing is not evidence the page is correct; the Sphinx build is.
sphinx_design==0.7.0 (doc/requirements-doc.txt) supports MyST first-class: its own docs are MyST and it ships a snippets/myst/ tree, and its directives register through app.add_directive, so MyST's {name} fence dispatch reaches them like any other directive.
doc/source/_ext/callouts.py defines callout and annotations, used by exactly one page (tune/index.md). Its <1>-to-① substitution happens in two independent places: _replace_numbers() for the annotation text, and the CalloutIncludePostTransform pass for the code in literal_blocks. Both work under MyST, because nested_parse still hands the directive a docutils StringList and StringList.replace() mutates in place. Don't "fix" _replace_numbers() on the strength of its discarded return value — the mutation already happened. Its content: str type hint is wrong, though, and passing it an actual str would silently no-op, since Python strings are immutable.
The ray-contribute/ directory was the first batch fully migrated (precedent for every pattern above, including sphinx-design tabs/dropdowns in development.md and the shared-include + partial handling in getting-involved.md / involvement.md).
Gotchas
Heading level surprises are usually faithful, not bugs. If a section renders one level deeper than feels right, the RST adornment order put it there. Reproduce it; don't fix it in a conversion PR.
Two # (H1) headings in one page is fine when the RST had two top-level (=) sections.
Trailing whitespace inside code blocks can be dropped (invisible, no linter on these files) — don't preserve it deliberately.
A converted file in the doctest exclude list but you forgot to update BUILD.bazel is a likely silent break: the build stays green, but the doctest target starts running blocks that were never meant to run. Always re-grep doc/BUILD.bazel for the stem.
A sibling's relative link to the file you're renaming ([text](./page.rst)) is the easiest reference to miss — it has no dir/ prefix, so a path-scoped grep won't catch it. Grep the bare stem across all of doc/.
.html#anchor self-links and bare .md→.rst links are faithful-but-wrong: they render in RST but fail fail_on_warning in MyST. Translate them (Hard rule 2).
An extensionless link to a doc that also carries a same-named label is ambiguous (myst.xref_ambiguous), not missing — MyST can't tell the doc from the label. Use {doc} for whole-doc links so it always resolves to the document.
Don't trust pre-commit's silence as a quality signal for these .md files — it skips them.
