Facebook/Meta jscodeshift Best Practices
Comprehensive best practices guide for jscodeshift codemod development, designed for AI agents and LLMs. Contains 40 rules across 8 categories, prioritized by impact from critical (parser configuration, AST traversal) to incremental (advanced patterns). Each rule includes detailed explanations, real-world examples, and specific impact metrics.
When to Apply
Reference these guidelines when:
- Writing new jscodeshift codemods for code migrations
- Debugging transform failures or unexpected behavior
- Optimizing codemod performance on large codebases
- Reviewing codemod code for correctness
- Testing codemods for edge cases and regressions
Rule Categories by Priority
| Priority | Category | Impact | Prefix |
|----------|----------|--------|--------|
| 1 | Parser Configuration | CRITICAL | parser- |
| 2 | AST Traversal Patterns | CRITICAL | traverse- |
| 3 | Node Filtering | HIGH | filter- |
| 4 | AST Transformation | HIGH | transform- |
| 5 | Code Generation | MEDIUM | codegen- |
| 6 | Testing Strategies | MEDIUM | test- |
| 7 | Runner Optimization | LOW-MEDIUM | runner- |
| 8 | Advanced Patterns | LOW | advanced- |
Quick Reference
1. Parser Configuration (CRITICAL)
parser-typescript-config- Use correct parser for TypeScript filesparser-flow-annotation- Use Flow parser for Flow-typed codeparser-babel5-compat- Avoid default babel5compat for modern syntaxparser-export-declaration- Export parser from transform moduleparser-astexplorer-match- Match AST Explorer parser to jscodeshift parser
2. AST Traversal Patterns (CRITICAL)
traverse-find-specific-type- Use specific node types in find() callstraverse-two-pass-pattern- Use two-pass pattern for complex transformstraverse-early-return- Return early when no transformation neededtraverse-find-filter-pattern- Use find() with filter object over filter() chaintraverse-closest-scope- Use closestScope() for scope-aware transformstraverse-avoid-repeated-find- Avoid repeated find() calls for same node type
3. Node Filtering (HIGH)
filter-path-parent-check- Check parent path before transformationfilter-import-binding- Track import bindings for accurate usage detectionfilter-nullish-checks- Add nullish checks before property accessfilter-jsx-context- Distinguish JSX context from regular JavaScriptfilter-computed-properties- Handle computed property keys in filters
4. AST Transformation (HIGH)
transform-builder-api- Use builder API for creating AST nodestransform-replacewith-callback- Use replaceWith callback for context-aware transformstransform-insert-import- Insert imports at correct positiontransform-preserve-comments- Preserve comments when replacing nodestransform-renameto- Use renameTo for variable renamingtransform-remove-unused-imports- Remove unused imports after transformation
5. Code Generation (MEDIUM)
codegen-tosource-options- Configure toSource() for consistent formattingcodegen-preserve-style- Preserve original code style with recastcodegen-template-literals- Use template literals for complex node creationcodegen-print-width- Set appropriate print width for long lines
6. Testing Strategies (MEDIUM)
test-inline-snapshots- Use defineInlineTest for input/output verificationtest-negative-cases- Write negative test cases firsttest-dry-run-exploration- Use dry run mode for codebase explorationtest-fixture-files- Use fixture files for complex test casestest-parse-errors- Test for parse error handling
7. Runner Optimization (LOW-MEDIUM)
runner-parallel-workers- Configure worker count for optimal parallelizationrunner-ignore-patterns- Use ignore patterns to skip non-source filesrunner-extensions-filter- Filter files by extensionrunner-batch-processing- Process large codebases in batchesrunner-verbose-output- Use verbose output for debugging transforms
8. Advanced Patterns (LOW)
advanced-compose-transforms- Compose multiple transforms into pipelinesadvanced-scope-analysis- Use scope analysis for safe variable transformsadvanced-multi-file-state- Share state across files with optionsadvanced-custom-collections- Create custom collection methods
How to Use
Read individual reference files for detailed explanations and code examples:
- Section definitions - Category structure and impact levels
- Rule template - Template for adding new rules
Full Compiled Document
For a single comprehensive document containing all rules, see AGENTS.md.
Reference Files
| File | Description | |------|-------------| | AGENTS.md | Complete compiled guide with all rules | | references/_sections.md | Category definitions and ordering | | assets/templates/_template.md | Template for new rules | | metadata.json | Version and reference information |