Ensure accessibility in UI components including semantic HTML, ARIA attributes, keyboard navigation, and WCAG 2.2 AA compliance.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Use ast-grep for AST-based code pattern matching.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Use ast-grep for AST-based code pattern matching.
Skill({ skill: 'code-structural-search', args: 'pattern-here --lang ts' });
ast-grep supports 20+ languages via tree-sitter:
| Language | Flag | File Extensions |
|---|---|---|
| JavaScript | --lang js | .js, .jsx |
| TypeScript | --lang ts | .ts, .tsx |
| Python | --lang py | .py, .pyi |
| Go | --lang go | .go |
| Rust | --lang rs | .rs |
| Java | --lang java | .java |
| C | --lang c | .c, .h |
| C++ | --lang cpp | .cpp, .cc, .hpp, .hh |
| C# | --lang cs | .cs |
| Kotlin | --lang kt | .kt, .kts |
| Swift | --lang swift | .swift |
| PHP | --lang php | .php |
| Ruby | --lang rb | .rb |
| Lua | --lang lua | .lua |
| Elixir | --lang ex | .ex, .exs |
| HTML | --lang html | .html, .htm |
| CSS | --lang css | .css |
| JSON | --lang json | .json |
| Bash | --lang bash | .sh, .bash |
| Thrift | --lang thrift | .thrift |
Find all functions:
function $NAME($ARGS) { $$ }
Find functions with exactly 2 arguments:
function $NAME($A, $B) { $$ }
Find async functions:
async function $NAME($ARGS) { $$ }
Find class methods:
class $NAME {
$METHOD($ARGS) { $$ }
}
Find arrow functions:
const $NAME = ($ARGS) => { $$ }
Find console.log statements:
console.log($$$)
Find try-catch blocks:
try { $$ } catch ($ERR) { $$ }
Find all functions:
def $NAME($ARGS): $$$
Find class definitions:
class $NAME: $$$
Find async functions:
async def $NAME($ARGS): $$$
Find imports:
import $MODULE
Find from imports:
from $MODULE import $$$
Find all functions:
func $NAME($ARGS) $RETURN { $$ }
Find struct definitions:
type $NAME struct { $$$ }
Find interface definitions:
type $NAME interface { $$$ }
Find all functions:
fn $NAME($ARGS) -> $RETURN { $$ }
Find impl blocks:
impl $NAME { $$$ }
Find pub functions:
pub fn $NAME($ARGS) -> $RETURN { $$ }
Find all methods:
public $RETURN $NAME($ARGS) { $$ }
Find class definitions:
public class $NAME { $$$ }
Find interface definitions:
public interface $NAME { $$$ }
| Symbol | Meaning | Example |
|---|---|---|
$NAME | Single node/identifier | function $NAME() {} |
$$$ | Zero or more statements/nodes | class $NAME { $$$ } |
$$ | Zero or more statements (block) | if ($COND) { $$ } |
$_ | Anonymous wildcard (discard) | console.log($_) |
vs Ripgrep (grep):
vs Semantic Search (Phase 1):
Broad search with ripgrep:
Skill({ skill: 'ripgrep', args: 'authenticate --type ts' })
Structural refinement with ast-grep:
Skill({ skill: 'code-structural-search', args: 'function authenticate($$$) { $$ } --lang ts' })
Semantic understanding with Phase 1:
Skill({ skill: 'code-semantic-search', args: 'authentication logic' })
Find unvalidated inputs:
router.post($PATH, ($REQ, $RES) => { $$ })
Find SQL queries (potential injection):
db.query(`SELECT * FROM ${$VAR}`)
Find eval usage:
eval($$$)
Find deeply nested functions:
function $NAME($ARGS) {
if ($COND) {
if ($COND2) {
if ($COND3) { $$ }
}
}
}
Find long parameter lists (>5 params):
function $NAME($A, $B, $C, $D, $E, $F, $$$) { $$ }
Find unused variables:
const $NAME = $VALUE;
Find old API usage:
oldAPI.deprecatedMethod($$$)
Find callback patterns (convert to async/await):
$FUNC($ARGS, ($ERR, $DATA) => { $$ })
Find React class components (convert to hooks):
class $NAME extends React.Component { $$$ }
--lang flag — without a language flag, ast-grep applies heuristics that produce false positives; specify --lang ts, --lang py, etc. for accurate AST parsing.$$$ for variable argument lists, not * or . — ast-grep uses metavariable syntax ($NAME, $$$, $$); regex or glob syntax in patterns produces silent failures.| Anti-Pattern | Why It Fails | Correct Approach |
|---|---|---|
No --lang flag | Wrong parser applied; produces false positives and misses | Always specify --lang ts, --lang py, etc. |
| Running project-wide without ripgrep pre-filter | Slow on large codebases; many irrelevant results | Use ripgrep to identify candidate files first |
| Regex for structural matching | Breaks on multi-line, whitespace variations, nesting | Use ast-grep AST patterns ($NAME, $$$, etc.) |
| Untested pattern on full codebase | Incorrect patterns silently return nothing | Test on one known match first |
Using * or . for wildcards | Not valid ast-grep syntax; ignored or errors | Use $NAME for single node, $$$ for sequences |
Before starting:
Read .claude/context/memory/learnings.md
After completing:
.claude/context/memory/learnings.md.claude/context/memory/issues.md.claude/context/memory/decisions.mdASSUME INTERRUPTION: If it's not in memory, it didn't happen.
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Ensure accessibility in UI components including semantic HTML, ARIA attributes, keyboard navigation, and WCAG 2.2 AA compliance.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Use when you want to improve response quality through meta-cognitive reasoning. Applies 15+ reasoning methods to reconsider and refine initial outputs.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
N-round opposing-stance debates for trade-off analysis. Assigns pro/con roles to agents, runs structured debate rounds with quality scoring, and produces a moderator synthesis with confidence-rated recommendation. Generalizable to architecture, technology, security, and design decisions.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Force adversarial code review stance that eliminates confirmation bias — reviewer must find issues or re-analyze
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Creates specialized AI agents on-demand when no existing agent matches a request. Use when the Router cannot find a suitable agent for a task. Enables self-evolution by generating persistent agents.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
LLM-as-judge evaluation framework with 5-dimension rubric (accuracy, groundedness, coherence, completeness, helpfulness) for scoring AI-generated content quality with weighted composite scores and evidence citations
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.