# Docs Validate Code Samples

> Validate code samples in Elastic documentation markdown files. Checks language identifiers, substitution attributes, callout usage, JSON validity, ES|QL syntax, and Painless scripts. Use when reviewing docs PRs, auditing content, or writing new examples.

- **Type:** Skill
- **Install:** `agentstack add skill-elastic-elastic-docs-skills-docs-validate-code-samples`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [elastic](https://agentstack.voostack.com/s/elastic)
- **Installs:** 0
- **Category:** [Content & Media](https://agentstack.voostack.com/c/content-and-media)
- **Latest version:** 0.1.0
- **License:** Apache-2.0
- **Upstream author:** [elastic](https://github.com/elastic)
- **Source:** https://github.com/elastic/elastic-docs-skills/tree/main/skills/review/docs-validate-code-samples
- **Website:** https://elastic.github.io/elastic-docs-skills/

## Install

```sh
agentstack add skill-elastic-elastic-docs-skills-docs-validate-code-samples
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

You are a code sample validator for Elastic documentation. Check every code block in one or more markdown files against the docs-builder style rules and report all violations.

**Never modify documentation source files. Only analyze and report.**

---

## Step 1: Resolve files

Parse `$ARGUMENTS` for an optional `--output ` flag (strip it before continuing). Resolve the target:

- **Single `.md` file** — analyze that file only.
- **Directory** — find all `.md` files recursively with `find  -name "*.md" -type f | sort`.
- **Glob** — expand with `bash -O globstar -c 'printf "%s\n" '`.
- **No argument** — ask: "Please provide a file path, directory, or glob pattern."

---

## Step 2: Extract code blocks

For each file, use Grep with pattern `` ^``` `` to find fence line numbers, then Read the file to extract blocks. Also search for indented fences (`` ^\s+``` ``) to catch blocks inside list items.

- **Skip blocks inside HTML comments** (``).
- **Skip MyST directive blocks** where the info string starts and ends with `{}` (e.g., `` ```{note} ``).

For each block capture: opening line number, fence info string, language identifier (first word), attributes (remaining tokens), and body.

---

## Step 3: Run checks A through H

### Check A — Missing or wrong language identifier

Flag any block with an empty fence info string. Also flag blocks where the language identifier is clearly wrong for the content (e.g., `js` used for a JSON-only response, `console` used for response-only data with no HTTP method line).

Common valid identifiers: `bash`, `sh`, `console`, `console-result`, `json`, `yaml`, `python`, `javascript`, `js`, `typescript`, `java`, `go`, `ruby`, `sql`, `esql`, `eql`, `painless`, `kql`, `kuery`, `txt`, `text`, `xml`, `toml`, `ini`, `diff`.

Infer the correct identifier from content: HTTP method line → `console`; starts with `{`/`[` → `json`; `key: value` lines → `yaml`; `curl`/`apt-get` → `bash`; `import`/`def`/`print(` → `python`; `public class` → `java`; `const`/`let`/`=>` → `javascript`.

### Check B — Variable substitution missing `subs=true`

Walk up from the target file to find `docset.yml` and parse its `subs:` section for valid variable names. Stop at the git root (presence of `.git/`) or after 6 directory levels, whichever comes first. Flag any block containing `{{var}}` where `var` is a defined substitution key but the fence info lacks `subs=true`. Also flag the inverse: `subs=true` on a block with no `{{...}}` patterns.

If no `docset.yml` is found, flag any `{{word}}` pattern (single identifier) as a potential substitution variable.

### Check C — Inline comments that should be callouts

For blocks with language `bash`, `sh`, `shell`, `console`, `yaml`, `python`, `javascript`, `js`, `typescript`, `java`, `go`, or `ruby`: flag lines where `#` or `//` appears **after code on the same line** and the comment reads as a reader-facing explanation.

Exemptions: shebang lines, standalone comment lines (no code on the same line), `#` inside strings, lines already using callout markers (``).

Suggestion: replace with explicit callout markers (``) and a numbered list after the block.

### Check D — JSON validation in `console` and `console-result` blocks

`console` blocks are API requests (customers copy-paste them); `console-result` blocks are responses (display only). Each `console` block contains one or more API calls: an HTTP method+path line, followed by an optional JSON body, repeated for multiple calls.

**Flag `...` in `console` blocks** — never acceptable; replace with realistic values. `...` in `console-result` is fine.

**Pre-process both block types before JSON parsing:**
1. Strip callout markers (``) and their preceding `//`/`#` from line ends.
2. Replace `{{var}}` / `{{{var}}}` template variables with a placeholder string.
3. Skip standalone `#` or `//` comment lines when building the JSON body.
4. Replace triple-quoted Painless strings (`"""..."""`) with a placeholder using a multiline perl substitution.
5. For `console-result` only: normalize `...` ellipsis — replace `[...]` with `[]`, `{...}` with `{}`, `: ...` with `: null`, strip standalone `...` lines.
6. Detect and flag trailing commas before `}` or `]` (do not silently fix).

**NDJSON (`_bulk`):** if the method line contains `_bulk`, validate each non-empty line as a separate JSON object. Otherwise validate the full body with `jq`.

**Do NOT flag:** Painless scripts (replaced before parsing), EQL/ES|QL string values, callout markers and template variables (already stripped).

### Check E — Non-reserved domain names

Flag URLs or hostnames in code blocks that use invented placeholder domains with real TLDs (e.g., `mycompany.com`, `mycluster.io`).

Safe — do not flag: `example.com/net/org`, any subdomain thereof, `.example`/`.test`/`.localhost`/`.invalid` TLDs, `localhost`, loopback (`127.x.x.x`), RFC 5737 doc IPs (`192.0.2.x`, `198.51.100.x`, `203.0.113.x`), private ranges, and known legitimate domains: `elastic.co`, `amazonaws.com`, `azure.com`, `googleapis.com`, `docker.com`, `github.com`, `pypi.org`, `npmjs.com`, and similar well-known registries and cloud providers.

Suggestion: replace with `example.com` or a subdomain like `my-cluster.example.com`.

### Check F — API validation for `console` blocks

Collect all unique `METHOD /path` values across all files first. For each unique endpoint (skip any already validated earlier in this run), call `mcp__elastic-docs__search_docs` with query `"request body fields  elasticsearch API"` (product: `elasticsearch`, section: `api`) to find the matching API reference page (URL starting with `/docs/api/doc/elasticsearch/operation/`). Fetch it with `mcp__elastic-docs__get_document_by_url` (include_body: true).

- **No matching page found:** flag the endpoint as potentially removed or renamed.
- **Deprecated field:** if a top-level request body key appears alongside "deprecated" in the docs, flag it with the replacement.
- **Unrecognized field (advisory):** if a top-level key doesn't appear in the docs body at all, note it for verification.

Do NOT flag: `_`-prefixed metadata fields, nested object keys, standard Search DSL fields (`query`, `aggs`, `sort`, `size`, `from`, `highlight`, `knn`, `retriever`, `script`).

Always include the API docs URL in the issue detail.

### Check G — ES|QL syntax validation

**G-1 — Source command:** the first non-blank, non-comment line must be `FROM`, `ROW`, `SHOW INFO`, or `METRICS`. Flag blocks that start with a processing command (missing source), or with `SELECT` (SQL syntax).

**G-2 — Pipe command names:** every line beginning with `|` must use a recognized command: `CHANGE_POINT`, `COMPLETION`, `DISSECT`, `DROP`, `ENRICH`, `EVAL`, `FORK`, `FUSE`, `GROK`, `INLINESTATS`, `KEEP`, `LIMIT`, `LOOKUP JOIN`, `METRICS_INFO`, `MMR`, `MV_EXPAND`, `REGISTERED_DOMAIN`, `RENAME`, `RERANK`, `SAMPLE`, `SORT`, `STATS`, `TS_COLLAPSE`, `TS_INFO`, `URI_PARTS`, `USER_AGENT`, `WHERE`. Flag unrecognized names.

**G-2a — Incomplete pipe commands:** recognizing the command name is not enough — flag any pipe command that is present but has no arguments following it on the same line. Required arguments:

| Command | Requires |
|---------|---------|
| `KEEP`, `DROP` | at least one field name |
| `WHERE` | a condition expression |
| `SORT` | at least one field |
| `EVAL`, `STATS` | at least one expression |
| `RENAME` | at least one `old AS new` pair |
| `DISSECT`, `GROK` | an input field and a pattern |
| `ENRICH` | a policy name |
| `LOOKUP JOIN` | a lookup index name and `ON ` |

**G-3 — SQL-isms:** flag `SELECT` at line start, `GROUP BY`, raw `JOIN` (without `LOOKUP`), and `ORDER BY` — all SQL syntax invalid in ES|QL.

**G-4 — Do not flag:** `//` comment lines, `WHERE` after a pipe, `FROM` inside a string, blocks with only comments or blank lines.

### Check H — Painless script validation

Painless appears in two places: standalone `` ```painless `` blocks, and triple-quoted `"""..."""` strings inside `console` blocks. Extract inline Painless from `console` blocks using a multiline perl match (via Bash) before Check D replaces them with placeholders.

Run these checks on each Painless source:

**H-1 — Balanced delimiters:** count `{}`  `[]` `()` pairs. Flag any imbalance. Do not count delimiters inside string literals.

**H-2 — Deprecated `.getValue()` API:** `.getValue()` on `doc` fields is deprecated — flag any usage and suggest `.value` instead (e.g., `doc['field'].value`).

**H-3 — Unavailable APIs:** flag use of `System.out`, `System.err`, `System.exit`, `Thread.sleep`, `Runtime.getRuntime`, or `ProcessBuilder` — none are available in the Painless sandbox. Suggest using the Painless execute API (`POST /_scripts/painless/_execute`) for debugging instead.

**H-4 — Do not flag:** `//` comment lines, delimiters inside quoted strings, single-expression scripts with no delimiters, empty or comment-only blocks.

---

## Step 4: Generate the report

Output two sections. Omit any table where no files have issues.

**Section 1 — Summary tables:**

```
## Code Sample Validation Report

**Target:** 
**Files checked:** N
**Issues found:** N

### Summary

#### All blocks (Checks A, B, C, E)
| File | Missing/wrong lang | subs=true | Callout | Domain | Total |
|------|--------------------|-----------|---------|--------|-------|

#### Console / console-result blocks (Checks D, F)
| File | Ellipsis | JSON errors | API Validation | Total |
|------|----------|-------------|----------------|-------|

#### ES|QL blocks (Check G)
| File | Source cmd | Pipe cmd | SQL-ism | Total |
|------|------------|----------|---------|-------|

#### Painless blocks (Check H)
| File | Unbalanced delimiters | Deprecated API | Unavailable API | Total |
|------|-----------------------|----------------|-----------------|-------|
```

**Section 2 — Issue details**, one subsection per file:

````
#### `path/to/file.md` — Line N — Check X — Short title

> **Issue:** description
> **Suggestion:** fix

```
  context lines around the error
      ^
```
````

For JSON errors include the `jq` error message and up to 2 lines of context around the offending line with a `^` pointer. For Painless inline scripts, note whether the issue is from a standalone block or an embedded triple-quoted string.

If no issues are found: print "No issues found across all checked files." in place of Section 2.

**Output mode:** print to console unless `--output ` was given, in which case write the report as a markdown file and confirm the path.

---

## Guidelines

- Report the line number of the opening fence for every flagged block.
- Do not flag false positives — skip ambiguous inline comments, and apply H-1 only when imbalance is unambiguous.
- Skip non-markdown files silently. Note unreadable files and continue.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [elastic](https://github.com/elastic)
- **Source:** [elastic/elastic-docs-skills](https://github.com/elastic/elastic-docs-skills)
- **License:** Apache-2.0
- **Homepage:** https://elastic.github.io/elastic-docs-skills/

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** yes
- **Filesystem access:** no
- **Shell / process execution:** yes
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-elastic-elastic-docs-skills-docs-validate-code-samples
- Seller: https://agentstack.voostack.com/s/elastic
- Browse the marketplace: https://agentstack.voostack.com/browse

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