--- id: P-REINFORCE-CODING-002 category: "10_Wiki/๐Ÿ’ก Topics/Coding" confidence_score: 0.95 tags: [coding, cst, compiler, parsing] last_reinforced: 2026-04-20 github_commit: "batch-reinforce-06" --- # [[Concrete Syntax Tree (CST)|Concrete Syntax Tree (CST)]] ## ๐Ÿ“Œ ํ•œ ์ค„ ํ†ต์ฐฐ (The Karpathy Summary) > ์†Œ์Šค ์ฝ”๋“œ์˜ ๋ฌธ๋ฒ•์  ๊ตฌ์กฐ๋ฅผ ์ƒ๋žต ์—†์ด ๋ฌธ์ž ๊ทธ๋Œ€๋กœ ๋‹ด์•„๋‚ด์–ด, ํ…์ŠคํŠธ์™€ ์˜๋ฏธ ์‚ฌ์ด์˜ ๊ฐ€๊ต ์—ญํ• ์„ ํ•˜๋Š” ์ •๋ฐ€ํ•œ ๊ธฐ๋ก. ## ๐Ÿ“– ๊ตฌ์กฐํ™”๋œ ์ง€์‹ (Synthesized Content) - **์ถ”์ถœ๋œ ํŒจํ„ด:** ๊ตฌ๋‘์ , ๊ณต๋ฐฑ, ํ‚ค์›Œ๋“œ ๋“ฑ ์ฝ”๋“œ์˜ ๋ชจ๋“  ํ…์ŠคํŠธ ์š”์†Œ๋ฅผ ๋…ธ๋“œ๋กœ ๋ณด์กดํ•˜์—ฌ ํŒŒ์‹ฑ ํŠธ๋ฆฌ๋ฅผ ๊ตฌ์„ฑํ•˜๋Š” ํŒจํ„ด. - **์„ธ๋ถ€ ๋‚ด์šฉ:** - AST(์ถ”์ƒ ๊ตฌ๋ฌธ ํŠธ๋ฆฌ)์™€ ๋‹ฌ๋ฆฌ ์›๋ณธ ์†Œ์Šค๋กœ์˜ ์™„๋ฒฝํ•œ ๋ณต์›์ด ๊ฐ€๋Šฅํ•จ. - ์„œ์‹ ๋ณด์กด ๋ฆฌํŒฉํ† ๋ง(Fidelity-preserving Refactoring) ๋„๊ตฌ์˜ ๊ทผ๊ฐ„. - ํŒŒ์„œ ์ƒ์„ฑ๊ธฐ(ANTLR ๋“ฑ)์—์„œ ์†Œ์Šค ์ฝ”๋“œ์˜ ๋ฌผ๋ฆฌ์  ๋ฐฐ์น˜๋ฅผ ๋ถ„์„ํ•  ๋•Œ ํ™œ์šฉ. ## โš ๏ธ ๋ชจ์ˆœ ๋ฐ ์—…๋ฐ์ดํŠธ (Contradictions & RL Update) - **๊ณผ๊ฑฐ ๋ฐ์ดํ„ฐ์™€์˜ ์ถฉ๋Œ:** ํšจ์œจ์„ฑ์„ ์œ„ํ•ด ์„ธ๋ถ€ ์ •๋ณด๋ฅผ ์ƒ๋žตํ•˜๋Š” AST์™€ ์ •๋ณด๋Ÿ‰ ์ธก๋ฉด์—์„œ ์ƒ๋ณด์  ๊ด€๊ณ„๋ฅผ ํ˜•์„ฑ. - **์ •์ฑ… ๋ณ€ํ™”:** ์ง€์‹ ์—ฐ๊ฒฐ์„ฑ(w2) ๊ด€์ ์—์„œ AST ๋ฌธ์„œ์™€ 1:1 ๋น„๊ต ๋ถ„์„ ๊ตฌ๋„ ํ˜•์„ฑ. ## ๐Ÿ”— ์ง€์‹ ์—ฐ๊ฒฐ (Graph) - **Parent:** 10_Wiki/๐Ÿ’ก Topics/Coding - **Related:** [[AST_Traversal|AST_Traversal]], [[Parser|Parser]], Formatting-Tools - **Raw Source:** 00_Raw/2026-04-20/Concrete Syntax Tree (CST).md