hylarucoder/hai-stack/hai-ast-grep

hai-ast-grep

ast-grep uses tree-sitter to parse code into AST, enabling precise pattern matching. Reach for it whenever a search or refactor depends on syntax structure: one-off searches and rewrites run straight from the CLI, reusable lint/codemod rules are written in YAML. Either way the job is not "write a pattern" — it is to ship a pattern or rule validated against a positive AND a negative case, so it catches what it should and nothing it shouldn't.

Project Configuration

One-off ast-grep run commands need no project config. Reusable project scans use sgconfig.yml and rule directories; read references/project-setup.md only when creating or changing that setup.

Everyday CLI Usage (no rule file)

Most day-to-day search and refactor work never needs YAML or sgconfig — ast-grep run (the default subcommand) does it directly:

# Search: every fetch call site, regardless of formatting
ast-grep run -p 'fetch($URL)' -l ts src/
 
# Search with context lines, or machine-readable output for a report
ast-grep run -p 'console.log($$$)' -C 2 src/
ast-grep run -p 'console.log($$$)' --json=stream src/
 
# One-off rewrite: review each match interactively (-i), or apply all (-U)
ast-grep run -p 'console.log($$$A)' -r 'logger.log($$$A)' -l ts -i src/
ast-grep run -p 'oldFn($A, $B)' -r 'newFn($B, $A)' -l ts -U src/

Flags that matter:

Deliver the pattern, the exact command, and a match summary. Escalate to a YAML rule only when the match needs constraints / not / inside narrowing, or will be re-run (CI guard, reusable codemod).

Rule Workflow

Lint Rule (most common)

Check-only, no fix — for CI / editor diagnostics:

# rules/no-console-log.yml
id: no-console-log
language: JavaScript
severity: warning
message: Avoid console.log in production code
rule:
  pattern: console.log($$$ARGS)

Validate:

ast-grep scan -r rules/no-console-log.yml src/

Rewrite Rule (optional)

To auto-fix, add ONE fix: line to the lint rule above — nothing else changes:

# ... same rule as above, plus:
fix: logger.log($$$ARGS)

Apply the fix (note the --update-all flag — scan without it only reports):

ast-grep scan -r rules/no-console-log.yml --update-all src/

Development Flow (canonical workflow — follow these steps)

1. Explore the pattern via CLI before writing YAML:

ast-grep run -p 'console.log($ARG)' src/. Inspect node types with --debug-query ast when the pattern won't match: ``bash ast-grep run -p 'console.log($ARG)' --debug-query ast ``

1. Write the rule file (.yml) — start with the lint form (pattern + message + severity).
2. Validate against a POSITIVE fixture — code that should match: ast-grep scan -r rule.yml fixtures/. Confirm it matches.
3. Validate against a NEGATIVE fixture — code that looks similar but should NOT match. If it matches, you have a false positive: add constraints, not, inside, or has to narrow the rule, then re-run both fixtures.
4. Add `fix:` only if a mechanical rewrite is wanted, then dry-run before --update-all.
5. Deliver using the deliverable shape below (and references/output-template.md) — never hand back a bare YAML block.

Syntax references

Use $VAR for one node and $$$ARGS for multiple nodes. For kind, regex, all, any, not, has, inside, transforms, and fix configuration, read references/rule-syntax.md. For language-specific starting points, read references/common-patterns.md.

Deliverable Shape

Hand back the rule in this shape — not a bare YAML block. These are the five headers from references/output-template.md; read that file for the full template before finalizing.

• Goal — what code pattern this finds or rewrites.
• Rule — the .yml (id, language, rule, message, severity).
• Fix, if applicable — the added fix: line.
• Validation — positive fixture, negative fixture, exact ast-grep run or

ast-grep scan -r <rule-file> command, and result.

• Notes — false positives avoided (how), and known limits (cases intentionally not covered).

The canonical delivery shape is references/output-template.md; do not invent a second schema.

Use a Different Skill When

ast-grep is the right hammer only when the match depends on syntax structure — search, lint, or rewrite. Route elsewhere when:

• Plain text or regex find-and-replace with no syntax-tree shape (rename a string literal, swap a URL, find a unique identifier that grep already nails) — just use grep / a normal edit / sed; an AST pattern is overkill.
• One-off edit in a single file — edit it directly; a rule only pays off across many call sites.
• Type-aware or semantic refactor (driven by types rather than syntax) — use the compiler or an available type-safety workflow.
• Subjective code-quality review — use code-review-and-quality; for implementation, use an available refactoring workflow.
• Pure formatting / whitespace / import order — that is a formatter's job (Prettier, Biome, gofmt), not a structural rule.