ast-grep

Use ast-grep for syntax-aware search, rewriting, and tested structural coding standards. Keep formatting, type checking, path-only policy, cross-file value equality, and runtime behavior with their owning tools.

Use code-search when deciding between ast-grep and text search. After selecting ast-grep, use this skill as the source of truth for command syntax, patterns, rewrites, and repository standards.

Choose the right mode

Need	Mode
Find one syntax shape	ast-grep run --pattern ... --lang ...
Preview or apply one rule file	ast-grep scan --rule rule.yml
Enforce repository standards	sgconfig.yml + rule and test directories
Search literal text, comments, or docs	grep, not ast-grep
Follow definitions, references, or types	language server, not ast-grep

Reuse an existing compiler or linter rule before adding parallel policy.

Search and refactor

Start with the smallest valid AST pattern:

ast-grep run --lang typescript --pattern 'console.log($$$ARGS)' src
ast-grep run --lang python --pattern 'print($$$ARGS)' .

Use metavariables deliberately:

Syntax	Meaning
$VAR	one named AST node
$$VAR	one named or anonymous node
$$$ARGS	zero or more nodes
$_ / $$$	non-capturing single/sequence matches

Quote patterns with single quotes so the shell does not expand $.

Inspect how a plausible query pattern is parsed when it misses:

ast-grep run --lang typescript --pattern 'console.log($$$ARGS)' --debug-query=ast src/example.ts
ast-grep run --lang typescript --pattern 'console.log($$$ARGS)' --debug-query=pattern src/example.ts

--debug-query=ast prints the query pattern's AST, not the source file's AST. Use the ast-grep Playground or language-specific tree-sitter tooling when the source tree itself must be inspected.

For a rewrite, preview before applying:

id: replace-console-log
language: TypeScript
rule:
  pattern: console.log($$$ARGS)
fix: logger.info($$$ARGS)

ast-grep scan --rule replace-console-log.yml src
ast-grep scan --rule replace-console-log.yml --update-all src

Treat fix as textual substitution, not parsed output. Run the project formatter, type checker, and focused tests after applying a rewrite.

Integrate editors and automation

Start ast-grep's diagnostics-only language server from the project root so it discovers sgconfig.yml, or pass an explicit config:

ast-grep lsp
ast-grep lsp --config path/to/sgconfig.yml

Use structured output for tooling:

ast-grep run --lang typescript --pattern 'console.log($$$ARGS)' --json=stream src
ast-grep scan --json=compact .

Choose pretty for humans, stream for JSON Lines consumers, and compact for a single-line JSON array. Add --include-metadata to scan only when consumers need rule metadata.

Set up repository standards

1. Inspect repository languages, generated/vendor paths, existing linters, package manager, check runner, CI, and local agent instructions.

2. Install ast-grep reproducibly through the repository toolchain. Prefer the ast-grep executable over the sg alias. Pin a version when parser or snapshot stability matters.

3. Confirm every required parser with a literal smoke query. Treat an unsupported-language error as a packaging problem, not a reason to replace structural policy with text search.

4. Create:

   sgconfig.yml
   ast-grep/
   ├── rules/
   │   └── no-console-log.yml
   └── rule-tests/
       └── no-console-log-test.yml

5. Configure project discovery:

   ruleDirs:
     - ast-grep/rules
   testConfigs:
     - testDir: ast-grep/rule-tests

6. Verify the selected project root and config:

   ast-grep scan --inspect summary

scan requires sgconfig.yml. Project discovery starts in the working directory and walks upward; use --config path/to/sgconfig.yml when invoking from elsewhere.

Author lint rules

Start from an observed violation and the smallest rule that separates it from valid code.

id: no-console-log
language: TypeScript
severity: warning
files:
  - src/**/*.ts
  - src/**/*.tsx
ignores:
  - src/generated/**
message: Use the project logger instead of console.log.
note: Replace console.log with the logger appropriate to this module.
rule:
  pattern: console.log($$$ARGS)

Require:

• a stable kebab-case id
• the exact parser language
• a concise, actionable message
• a note when remediation is not obvious
• narrow files or ignores where the contract is not global
• the least complex rule object that expresses the invariant

Keep files and ignores relative to the sgconfig.yml directory. Never prefix their globs with ./.

Add constraints, relational rules, labels, transform, or fix only when tests prove the simpler rule insufficient. Apply constraints only to single metavariables; they filter after the main rule matches and cannot repair conflicting patterns inside not.

For detailed rule composition, read references/rule-reference.md.

Test every rule

Create a test file whose id exactly matches the rule:

id: no-console-log
valid:
  - logger.info('ready')
  - console.error('fatal')
invalid:
  - console.log('ready')
  - console.log(message, context)

Cover:

• plausible valid code that must not report, preventing noisy matches
• every prohibited invalid form the rule claims to detect, preventing missing matches
• boundaries such as nesting, alternate syntax, and structural exclusions

valid and invalid cases are source snippets and do not exercise files or ignores. Verify path globs with a temporary project scan or a focused real-tree smoke test containing included and excluded files.

Run detection tests while iterating:

ast-grep test --skip-snapshot-tests

Commit snapshots when diagnostic spans, labels, or messages are part of the contract:

ast-grep test --update-all
ast-grep test

Keep --skip-snapshot-tests in the permanent check only when detection is the complete contract and diagnostic layout is intentionally unstable. Never use interactive snapshot updates in CI.

For a rule regression, add a failing valid or invalid case first, confirm the expected noisy or missing failure, then fix the rule.

Choose severity

Severity	Policy	Scan behavior
error	Established invariant that blocks changes	Non-zero exit when matched
warning	Actionable standard during adoption	Reports a warning
info	Migration or informational finding	Reports informationally
hint	Low-priority guidance; default	Reports a hint
off	Temporarily disabled configuration	Does not run

Promote a rule to error only after tests prove low false-positive risk, remediation is actionable, and the baseline is clean or narrowly scoped. Use CLI overrides for staged rollout or CI policy:

ast-grep scan --error=no-console-log
ast-grep scan --off=no-console-log
ast-grep scan --inspect entity

Control suppressions

Prefer narrow, rule-specific suppression comments with a nearby reason:

// Third-party bootstrap requires direct console output.
console.log(message); // ast-grep-ignore: no-console-log

Avoid bare ast-grep-ignore, which suppresses every diagnostic. After verifying version support and cleaning the baseline, enforce explicit IDs and stale-suppression cleanup:

ast-grep scan --error=no-suppress-all --error=unused-suppression

Integrate project checks

Run rule tests before scanning the real tree:

ast-grep test --skip-snapshot-tests
ast-grep scan

Add both commands to the existing local check runner and CI rather than creating a parallel validation path. Keep local and CI config, binary version, working directory, and severity overrides identical.

Prove the complete setup:

1. Run the expected binary version from the repository toolchain.
2. Load every configured parser with a literal smoke query.
3. Pass all rule tests.
4. Scan the repository with the intended severity behavior.
5. Exercise both commands through the normal project check.
6. Update the repository's agent/router documentation so AST rules route to ast-grep and non-AST policy remains with its owning tool.

Avoid failure modes

• Do not create a lint rule without at least one valid and one invalid case.
• Do not use string search disguised as an AST pattern.
• Do not assume a parser is bundled; smoke-test it.
• Do not weaken a rule merely to make a dirty baseline pass; fix, scope, or stage rollout explicitly.
• Do not add broad suppressions to silence false positives; improve the rule and tests.
• Do not duplicate ESLint, Ruff, Clippy, compiler, formatter, or runtime checks.
• Do not rely on a narrowed scan as the only CI gate if the standard is repository-wide.

Official references

• Project configuration
• Lint rules
• Rule tests
• Severity and suppressions