code-sample-validator
Extract, validate, and test code samples in documentation. Verify syntax, execute samples, check outputs, validate imports, and ensure code samples are up-to-date with current APIs.
Best use case
code-sample-validator is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Extract, validate, and test code samples in documentation. Verify syntax, execute samples, check outputs, validate imports, and ensure code samples are up-to-date with current APIs.
Teams using code-sample-validator should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/code-sample-validator/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How code-sample-validator Compares
| Feature / Agent | code-sample-validator | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Extract, validate, and test code samples in documentation. Verify syntax, execute samples, check outputs, validate imports, and ensure code samples are up-to-date with current APIs.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# Code Sample Validation Skill
Extract, validate, and test code samples in documentation.
## Capabilities
- Extract code blocks from Markdown/MDX
- Syntax validation for multiple languages
- Execute and verify code sample output
- Snippet compilation testing
- Version compatibility checking
- Import/dependency verification
- Code formatting validation (prettier, black)
- Generate runnable code from documentation
## Usage
Invoke this skill when you need to:
- Validate code samples in documentation
- Test code examples execute correctly
- Check for outdated API usage
- Verify import statements
- Generate test files from documentation
## Inputs
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| inputPath | string | Yes | Path to documentation file or directory |
| action | string | Yes | extract, validate, execute, format |
| languages | array | No | Filter by language (js, python, etc.) |
| outputDir | string | No | Directory for extracted runnable code |
| timeout | number | No | Execution timeout in seconds |
| config | object | No | Language-specific configuration |
### Input Example
```json
{
"inputPath": "./docs",
"action": "validate",
"languages": ["javascript", "python"],
"timeout": 30
}
```
## Output Structure
### Validation Report
```json
{
"summary": {
"total": 45,
"passed": 42,
"failed": 2,
"skipped": 1
},
"files": [
{
"file": "docs/quickstart.md",
"samples": [
{
"language": "javascript",
"line": 15,
"status": "passed",
"syntaxValid": true,
"executionResult": {
"success": true,
"output": "Hello, World!",
"duration": 125
}
},
{
"language": "python",
"line": 45,
"status": "failed",
"syntaxValid": true,
"executionResult": {
"success": false,
"error": "ModuleNotFoundError: No module named 'requests'",
"suggestion": "Add 'requests' to test dependencies"
}
}
]
}
],
"issues": [
{
"file": "docs/api/users.md",
"line": 78,
"language": "typescript",
"issue": "Type error: Property 'user' does not exist on type 'Response'",
"code": "const name = response.user.name;",
"suggestion": "Update to use 'response.data.user.name'"
}
]
}
```
## Code Extraction
### Markdown Code Block Patterns
````markdown
```javascript
// This block will be extracted and validated
const client = new Client({ apiKey: 'test' });
const result = await client.query('Hello');
console.log(result);
```
```python
# This block will be extracted and validated
from mypackage import Client
client = Client(api_key='test')
result = client.query('Hello')
print(result)
```
```bash skip-validation
# This block will be skipped due to directive
echo "Not validated"
```
```javascript title="example.js" runnable
// This block is marked as runnable
export function greet(name) {
return `Hello, ${name}!`;
}
```
````
### Extraction Configuration
```json
{
"extract": {
"includeLanguages": ["javascript", "typescript", "python", "go"],
"excludeLanguages": ["bash", "shell", "text"],
"directives": {
"skip": ["skip-validation", "no-test"],
"runnable": ["runnable", "test"],
"expectError": ["expect-error"]
},
"metaPatterns": {
"title": "title=\"([^\"]+)\"",
"filename": "filename=\"([^\"]+)\""
}
}
}
```
## Language-Specific Validation
### JavaScript/TypeScript
```javascript
// validator-config.js
module.exports = {
javascript: {
parser: 'babel',
parserOptions: {
ecmaVersion: 2024,
sourceType: 'module'
},
execute: {
runtime: 'node',
timeout: 10000,
setup: `
global.fetch = require('node-fetch');
process.env.API_KEY = 'test-key';
`
},
format: {
tool: 'prettier',
config: {
semi: true,
singleQuote: true,
trailingComma: 'es5'
}
}
},
typescript: {
compiler: 'tsc',
compilerOptions: {
target: 'ES2022',
module: 'ESNext',
strict: true
},
execute: {
runtime: 'ts-node',
timeout: 15000
}
}
};
```
### Python
```python
# validator_config.py
PYTHON_CONFIG = {
'version': '3.11',
'execute': {
'timeout': 30,
'setup': '''
import os
os.environ['API_KEY'] = 'test-key'
''',
'virtualenv': '.venv'
},
'format': {
'tool': 'black',
'config': {
'line_length': 88,
'target_version': ['py311']
}
},
'lint': {
'tool': 'ruff',
'rules': ['E', 'F', 'W']
}
}
```
### Go
```go
// validator_config.go
package main
var GoConfig = Config{
Version: "1.21",
Execute: ExecuteConfig{
Timeout: 30,
Build: true,
Run: true,
},
Format: FormatConfig{
Tool: "gofmt",
},
Lint: LintConfig{
Tool: "golangci-lint",
Rules: []string{"govet", "errcheck", "staticcheck"},
},
}
```
## Test Generation
### Generate Test Files
```javascript
// Generated from docs/quickstart.md
const { Client } = require('@example/sdk');
describe('Documentation Code Samples', () => {
describe('quickstart.md', () => {
test('Line 15: Basic client usage', async () => {
const client = new Client({ apiKey: 'test' });
const result = await client.query('Hello');
expect(result).toBeDefined();
});
test('Line 45: Error handling', async () => {
const client = new Client({ apiKey: 'invalid' });
await expect(client.query('Hello')).rejects.toThrow('Invalid API key');
});
});
});
```
### Test Configuration
```json
{
"testGeneration": {
"framework": "jest",
"outputDir": "tests/docs",
"filePattern": "{docfile}.test.js",
"imports": [
"const { Client } = require('@example/sdk');",
"const { mockServer } = require('./mocks');"
],
"beforeAll": "await mockServer.start();",
"afterAll": "await mockServer.stop();",
"assertions": {
"outputMatch": true,
"noThrow": true,
"typeCheck": true
}
}
}
```
## CI/CD Integration
### GitHub Actions
```yaml
name: Validate Documentation
on:
push:
paths:
- 'docs/**/*.md'
pull_request:
paths:
- 'docs/**/*.md'
jobs:
validate-code-samples:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
with:
node-version: '20'
- uses: actions/setup-python@v5
with:
python-version: '3.11'
- name: Install dependencies
run: |
npm ci
pip install -r requirements-docs.txt
- name: Validate code samples
run: |
node scripts/validate-docs.js \
--input docs/ \
--languages javascript,python \
--report validation-report.json
- name: Upload report
if: always()
uses: actions/upload-artifact@v4
with:
name: validation-report
path: validation-report.json
- name: Check for failures
run: |
if jq '.summary.failed > 0' validation-report.json | grep -q true; then
echo "Code sample validation failed"
jq '.issues' validation-report.json
exit 1
fi
```
## Formatting Validation
### Prettier Check
```javascript
const prettier = require('prettier');
async function validateFormatting(code, language) {
const options = {
parser: getParser(language),
semi: true,
singleQuote: true,
trailingComma: 'es5',
};
try {
const formatted = await prettier.format(code, options);
const isFormatted = code === formatted;
return {
valid: isFormatted,
formatted: formatted,
diff: isFormatted ? null : generateDiff(code, formatted),
};
} catch (error) {
return {
valid: false,
error: error.message,
};
}
}
```
### Black Check (Python)
```python
import black
import difflib
def validate_formatting(code: str) -> dict:
try:
mode = black.Mode(
target_versions={black.TargetVersion.PY311},
line_length=88,
)
formatted = black.format_str(code, mode=mode)
is_formatted = code == formatted
return {
'valid': is_formatted,
'formatted': formatted,
'diff': None if is_formatted else list(
difflib.unified_diff(
code.splitlines(),
formatted.splitlines(),
lineterm=''
)
)
}
except black.InvalidInput as e:
return {
'valid': False,
'error': str(e)
}
```
## Workflow
1. **Extract samples** - Parse Markdown for code blocks
2. **Filter** - Apply language and directive filters
3. **Validate syntax** - Check for syntax errors
4. **Check imports** - Verify dependencies exist
5. **Execute** - Run samples in sandbox
6. **Verify output** - Check expected results
7. **Check formatting** - Validate code style
8. **Report** - Generate validation report
## Dependencies
```json
{
"devDependencies": {
"@babel/parser": "^7.23.0",
"prettier": "^3.0.0",
"typescript": "^5.3.0",
"ts-node": "^10.9.0",
"jest": "^29.7.0",
"gray-matter": "^4.0.0"
}
}
```
## CLI Commands
```bash
# Validate all samples
node scripts/validate-docs.js --input docs/
# Extract and save runnable code
node scripts/validate-docs.js --input docs/ --action extract --output tests/samples/
# Generate test files
node scripts/validate-docs.js --input docs/ --action generate-tests --output tests/docs/
# Check formatting only
node scripts/validate-docs.js --input docs/ --action format-check
```
## Best Practices Applied
- Mark non-runnable samples with directives
- Include expected output for verification
- Use consistent formatting across samples
- Pin dependency versions in samples
- Test samples in CI/CD pipeline
- Generate runnable tests from docs
## References
- Prettier: https://prettier.io/
- Black: https://black.readthedocs.io/
- MDX: https://mdxjs.com/
- Jest: https://jestjs.io/
## Target Processes
- docs-testing.js
- api-reference-docs.js
- sdk-doc-generation.js
- interactive-tutorials.jsRelated Skills
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