291 lines
13 KiB
Markdown
291 lines
13 KiB
Markdown
# AX Copilot 湲곗닠 ?몃???### ?щ궡 AI ?앹궛???뚮옯?????꾪궎?띿쿂? ?듭떖 湲곗닠
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> **諛쒗몴 ???*: ?щ궡 媛쒕컻? / AI ?곌뎄?
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> **踰꾩쟾**: v1.6.1 湲곗? (2026??3??
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> **諛쒗몴??*: AX?곌뎄??AI?
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---
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## 1. AX Copilot ?대??
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> **"Alt+Space ??踰덉쑝濡?紐⑤뱺 ?낅Т ?꾧뎄???묎렐?섎뒗 ?щ궡 ?꾩슜 AI ?뚮옯??**
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### ??媛吏 ?쒗뭹?쇰줈 援ъ꽦
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| ?쒗뭹紐?| ??븷 | 二쇱슂 湲곕뒫 |
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|--------|------|-----------|
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| **AX Commander** | 湲濡쒕쾶 ?곗쿂 | 紐낅졊 寃?? ?꾧뎄 ?ㅽ뻾, ?먮룞??|
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| **AX Agent** | AI ????붿쭊 | Chat / Cowork / Code 3??|
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| **AX Copilot** | ?듯빀 ?뚮옯??| ?????쒗뭹 + ?ㅼ젙쨌蹂댁븞 ?듯빀 |
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### ???곗뒪?ы깙 ?깆씤媛? ??2026??AI ?꾧뎄??諛⑺뼢
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> **"釉뚮씪?곗? ?덉쓽 AI"?먯꽌 "??PC?먯꽌 吏곸젒 ?吏곸씠??AI"濡??꾪솚 以?*
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2024~2025??AI ?쒕퉬?ㅻ뱾? ??梨꾪똿(ChatGPT, Sigmoid.ai)??二쇰쪟?吏留?
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2026???꾩옱 **二쇱슂 AI 肄붾뵫 ?쒕퉬?ㅺ? 紐⑤몢 ?곗뒪?ы깙 ???곕????ㅼ씠?곕툕**濡??꾪솚?덉뒿?덈떎:
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| ?쒕퉬??| ?뺥깭 | 濡쒖뺄 ?뚯씪 ?묎렐 |
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|--------|------|:------------:|
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| **Claw Code** | ?곕???CLI (?ъ슜??PC?먯꽌 吏곸젒 ?ㅽ뻾) | ???뚯씪 ?쎄린/?곌린/?ㅽ뻾 |
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| **Cursor** | ?곗뒪?ы깙 IDE (Electron 湲곕컲) | ???꾨줈?앺듃 ?꾩껜 遺꾩꽍 |
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| **Windsurf** | ?곗뒪?ы깙 IDE (VS Code ?ы겕) | ??48?쒓컙 ?먮룞 ?몃뜳??|
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| **GitHub Copilot** | VS Code ?뺤옣 ???낅┰ ?먯씠?꾪듃 | ??濡쒖뺄 Git ?곕룞 |
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| **Raycast** | ?곗뒪?ы깙 ?곗쿂 (macOS ?ㅼ씠?곕툕) | ???굿룻뙆?셋룻겢由쎈낫???듯빀 |
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**怨듯넻 ?⑦꽩**: AI媛 ?ㅼ젣濡??좎슜?섎젮硫?**?ъ슜?먯쓽 ?ㅼ젣 ?뚯씪???쎄퀬, ?섏젙?섍퀬, ?ㅽ뻾**?댁빞 ?⑸땲??
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??釉뚮씪?곗??먯꽌???닿쾬??遺덇??ν븯誘濡? 紐⑤뱺 ?쒕퉬?ㅺ? ?곗뒪?ы깙/?곕??먮줈 ?대젮?붿뒿?덈떎.
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**AX Copilot? ???먮쫫???뺤쨷?숈뿉 ?꾩튂?⑸땲??**
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- ?뼢截?**?곗뒪?ы깙 ?ㅼ씠?곕툕** ??WPF ?깆씠 OS ?덈꺼?먯꽌 ?뚯씪쨌?꾨줈?몄뒪쨌?대┰蹂대뱶??吏곸젒 ?묎렐
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- ?⑨툘 **湲濡쒕쾶 ?곗쿂** ??Alt+Space ??踰덉쑝濡??대뼡 ???꾩뿉?쒕뱺 利됱떆 ?몄텧
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- ?쨼 **?먯씠?꾪듃 ?꾧뎄 52媛?* ???뚯씪 ?쎄린/?곌린, 肄붾뱶 ?ㅽ뻾, Git, 臾몄꽌 ?앹꽦??AI媛 吏곸젒 ?섑뻾
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### ?듭떖 ?ㅺ퀎 ?먯튃
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- ?룫 **?щ궡 ?꾩슜** ???몃? ?쒕쾭 ?섏〈 ?놁쓬, ?붾젅硫뷀듃由??놁쓬
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- ?뮶 **濡쒖뺄 ?곗꽑** ??紐⑤뱺 ?곗씠?곕뒗 `%APPDATA%\AxCopilot\`?????- ?뵏 **蹂댁븞** ??AES-256 ?ㅼ젙 ?뷀샇?? ??났??諛⑹?
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- ?벀 **?몄뒪?⑤윭 150MB ?댄븯** ??.NET 8 ?고????댁옣 ?⑥씪 諛고룷
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---
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## 2. ?꾩껜 ?꾪궎?띿쿂
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```
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?뚢????????????????????????????????????????????????? App.xaml.cs (吏꾩엯?? ???? ?쒕퉬??珥덇린??쨌 ?몃젅???꾩씠肄?쨌 ?꾩뿭 ??愿由? ???붴?????????р???????????????р???????????????????????? ?? ???뚢?????????쇄????????? ?뚢????쇄?????????????????????????? AX Commander ?? ?? AX Agent ???? (?곗쿂 WPF) ?? ?? (Chat / Cowork / Code) ???붴?????????р????????? ?붴????р???????????????????????? ?? ???뚢?????????쇄???????????????쇄?????????????????????????? 怨듯넻 ?쒕퉬??怨꾩링 ???? SettingsService 쨌 LogService 쨌 IndexService ???? CryptoService 쨌 McpClientService 쨌 LLMRouter ???붴????????????????????????????????????????????????```
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### 湲곗닠 ?ㅽ깮
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| 怨꾩링 | 湲곗닠 |
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|------|------|
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| UI | WPF (.NET 8), WinForms (?몃젅?? |
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| ?몄뼱 | C# 12, XAML |
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| ?곗씠??| JSON 吏곷젹??(System.Text.Json) |
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| 寃??| TF-IDF + SQLite (肄붾뱶), ?쇱? ?붿쭊 (?곗쿂) |
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| AI | Ollama쨌vLLM (?щ궡), Gemini쨌Sigmoid (?몃? ?듭뀡) |
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| ?꾨줈?좎퐳 | MCP (Model Context Protocol) |
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---
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## 3. AX Commander ???곗쿂 湲곗닠
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### ?낅젰 ??寃곌낵 泥섎━ ?뚯씠?꾨씪??
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```
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?ъ슜???낅젰
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?? ??CommandResolver (?꾨━?쎌뒪 ?쇱슦??
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?? ?쒋?? ?꾨━?쎌뒪 留ㅼ묶 ????44媛??몃뱾???ㅽ뻾
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?? = 怨꾩궛湲? ; ?ㅻ땲?? # ?대┰蹂대뱶
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?? @ URL 蹂꾩묶 ~ ?대뜑 $ ?대┰蹂대뱶 蹂?? ?? ! ?뚰겕?ㅽ럹?댁뒪 / ?쒖뒪??紐낅졊
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?? color쨌date쨌emoji쨌port쨌json쨌encode ?? ?? ?붴?? ?꾨━?쎌뒪 ?놁쓬 ????FuzzyEngine
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(?쒓뎅??珥덉꽦 + ?쇱? 留ㅼ묶)
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```
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### FuzzyEngine ?듭떖 ?뚭퀬由ъ쬁
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```
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?낅젰: "?ㅼ젙"
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??珥덉꽦 異붿텧: "?끹뀍"
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??LCS(理쒖옣 怨듯넻 遺遺??섏뿴) 湲곕컲 ?먯닔 怨꾩궛
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???ъ슜 鍮덈룄 媛以묒튂 ?곸슜 (UsageRankingService)
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???뺣젹 ??寃곌낵 諛섑솚
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```
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### 二쇱슂 ?몃뱾??移댄깉濡쒓렇 (44醫?
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| 移댄뀒怨좊━ | ?몃뱾??| 湲곕뒫 |
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|----------|--------|------|
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| 媛쒕컻 ?꾧뎄 | json, encode, port, color | JSON 寃利? ?몄퐫?? ?ы듃 議고쉶, ?됱긽 蹂??|
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| ?뚯씪/?쒖뒪??| recent, rename, scaffold, svc | 理쒓렐 ?뚯씪, ?쇨큵 ?대쫫蹂寃? ?꾨줈?앺듃 ?앹꽦 |
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| ?앹궛??| note, snippet, date, stats | 硫붾え, ?ㅻ땲?? ?좎쭨 怨꾩궛, ?띿뒪??遺꾩꽍 |
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| UI/?붾㈃ | cap, snap, pick | ?붾㈃ 罹≪쿂, 李?諛곗튂, ?됱긽 異붿텧 |
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| ?뚰겕?ㅽ럹?댁뒪 | !, workspace | 22媛??덉씠?꾩썐, ?꾨줈?뚯씪 ???蹂듭썝 |
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---
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## 4. AX Agent ??AI ????붿쭊
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### ?먯씠?꾪듃 猷⑦봽 (AgentLoopService)
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```
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?ъ슜??硫붿떆吏
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?? ???뚢????????????????????????????????? ?먯씠?꾪듃 猷⑦봽 (諛섎났) ???? ???? 1. LLM API ?몄텧 ???? 2. ?묐떟 ?뚯떛 ???? 3. ?꾧뎄 ?몄텧 媛먯? ???? 4. ?꾧뎄 ?ㅽ뻾 ?귘뾼???? 52媛??꾧뎄
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?? 5. 寃곌낵 ??而⑦뀓?ㅽ듃 異붽? ???? 6. 紐⑺몴 ?ъ꽦? ??醫낅즺 ???붴??????????????????????????????? ?? ??理쒖쥌 ?묐떟 ?ㅽ듃由щ컢 異쒕젰 (SSE)
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```
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### 3媛??????쓽 ?뱀꽦
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| ??| 紐⑹쟻 | ?쒖뒪???꾨＼?꾪듃 | 二쇱슂 ?꾧뎄 |
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|----|------|----------------|-----------|
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| **Chat** | ?쇰컲 AI ???| 踰붿슜 ?댁떆?ㅽ꽩??| 湲곕낯 ?꾧뎄 |
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| **Cowork** | ?낅Т ?먮룞??| 20媛??꾨━???뱁솕 | 臾몄꽌쨌?곗씠???꾧뎄 |
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| **Code** | 媛쒕컻 吏??| 肄붾뵫 ?먯씠?꾪듃 | LSP쨌Git쨌鍮뚮뱶 ?꾧뎄 |
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### 而⑦뀓?ㅽ듃 愿由?
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- **?좏겙 異붿젙**: `TokenEstimator` ??CJK 臾몄옄 媛以묒튂 ?곸슜, ?ㅼ떆媛?鍮꾩슜 ?쒖떆
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- **????뺤텞**: 而⑦뀓?ㅽ듃 珥덇낵 ??`ContextCondenser`濡??붿빟 ???ъ븬異?- **???遺꾧린**: `ParentId` 湲곕컲 ?몃━ 援ъ“, ?고겢由?"?ш린??遺꾧린"
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---
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## 5. ?꾧뎄 ?앺깭怨???52媛??먯씠?꾪듃 ?꾧뎄
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### ?꾧뎄 移댄뀒怨좊━
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```
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?뚯씪쨌肄붾뱶 (18媛? 臾몄꽌쨌?곗씠??(12媛?
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file_read/write document_read/write
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directory_list pptx_create
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search_files xlsx_analyze
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file_watch data_pivot
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lsp_goto_definition template_render
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lsp_find_references text_summarize
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search_codebase (TF-IDF) image_analyze
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媛쒕컻 (12媛? ?쒖뒪?쑣룻봽濡쒖꽭??(10媛?
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git_status/diff/commit process_run
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build_run environment_read
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test_generate/run clipboard_read/write
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code_review screen_capture
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spawn_agent notification_show
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```
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### ?ㅽ궗 ?쒖뒪??(29媛??댁옣 ?щ옒??紐낅졊)
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```
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/daily-standup /email-draft /code-review
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/translate /security-audit /prd-generator
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/weekly-report /refactor /gen-test
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/changelog /sql-report /perf-audit ??```
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- `*.skill.md` 留덊겕?ㅼ슫 ?뚯씪濡??뺤쓽 (YAML ?꾨줎?몃ℓ??
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- `%APPDATA%\AxCopilot\skills\` ?몃? ?대뜑濡??щ퉴???놁씠 異붽?
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- Python/Node.js ?고???媛먯? ??怨좉툒 ?ㅽ궗 ?먮룞 ?쒖꽦??
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---
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## 6. 肄붾뱶 ?명뀛由ъ쟾??湲곗닠
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### LSP (Language Server Protocol) ?곕룞
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```
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?먯씠?꾪듃 LSP ?쒕쾭
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?? ?? ?쒋? lsp_goto_definition ????OmniSharp (C#)
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?쒋? lsp_find_references ????typescript-language-server
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?붴? lsp_symbols ????pyright (Python)
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```
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**?④낵**: ?띿뒪??寃?됱씠 ?꾨땶 ?섎? 湲곕컲 肄붾뱶 ?먯깋 ???섏젙 ?뺥솗??????μ긽
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### ?쒕㎤??肄붾뱶 寃??(TF-IDF ?붿쭊)
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```
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1. ?꾨줈?앺듃 ?뚯씪 ?몃뜳?? ?붴?? 諛붿씠洹몃옩 ?좏겕?섏씠? + ?ㅽ넲?뚮뱶 ?쒓굅
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?붴?? SQLite ?곸냽 ???(利앸텇 ?낅뜲?댄듃)
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2. 吏덉쓽 ??愿???뚯씪 ?먮룞 寃?? ?붴?? TF-IDF ?먯닔 怨꾩궛 ???곸쐞 N媛?諛섑솚
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?붴?? ?먯씠?꾪듃媛 ?먮룞?쇰줈 愿??肄붾뱶 ?쎄린
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```
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### MCP (Model Context Protocol) ?대씪?댁뼵??
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- `stdio` + `JSON-RPC 2.0` ?쒖? 援ы쁽
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- ?몃? MCP ?쒕쾭???꾧뎄瑜??먯씠?꾪듃 ?꾧뎄濡??먮룞 ?섑븨
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- ?щ궡 ?꾩슜 MCP ?쒕쾭留??곌껐 ?덉슜
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---
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## 7. 蹂댁븞 & ?щ궡 ?섍꼍 ?ㅺ퀎
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### ?ㅼ링 蹂댁븞 援ъ“
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```
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?덉씠??1: ?ㅼ젙 ?뷀샇?? ?붴?? settings.json ??AES-256-GCM ??settings.dat
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?붴?? PC蹂?DPAPI ??議고빀 (?댁떇 遺덇?)
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?덉씠??2: ??났??諛⑹? (AntiTamper)
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?붴?? ?붾쾭嫄?媛먯?, 由щ쾭???꾧뎄 ?꾨줈?몄뒪 媛먯?
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?붴?? ?щ궡 IP ????덉쇅 泥섎━ (媛쒕컻 ?섍꼍)
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?덉씠??3: 蹂댁븞 媛먯궗 濡쒓렇
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?붴?? AuditLogService ??紐⑤뱺 ?꾧뎄 ?몄텧 JSON ?곸냽?? ?붴?? 媛쒕컻??紐⑤뱶?먯꽌 媛먯궗 濡쒓렇 ?대뜑 ?닿린
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?덉씠??4: ?ㅽ뻾 踰붿쐞 ?쒗븳
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?붴?? ?몃? HTTP ?몄텧 湲덉? (LLM API ?쒖쇅)
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?붴?? ?먭꺽 肄붾뱶 ?ㅽ뻾 湲덉?
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?붴?? ?붾젅硫뷀듃由??꾩쟾 李⑤떒
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```
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### 紐⑤뜽 ?쇱슦???꾨왂
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```
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吏덈Ц ?좏삎 遺꾨쪟
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?? ?쒋?? 肄붾뵫/湲곗닠 ??肄붾뱶 ?뱁솕 紐⑤뜽 (?щ궡 vLLM)
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?쒋?? 踰덉뿭/?붿빟 ??寃쎈웾 紐⑤뜽 (Ollama)
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?붴?? 蹂듭옟 遺꾩꽍 ?????紐⑤뜽 (Gemini Pro / Sigmoid)
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?대갚 泥섎━: 紐⑤뜽 ?ㅻ쪟 ??FallbackModels ?쒖감 ?쒕룄
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```
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---
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## 8. Phase蹂?媛쒕컻 ?꾪솴
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### ?꾨즺??二쇱슂 Phase
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| Phase | 踰꾩쟾 | ?듭떖 ?깃낵 |
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|-------|------|-----------|
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| 2.5~7 | v1.1~1.2 | ?먯씠?꾪듃 猷⑦봽, 21媛??꾧뎄, 留덊겕?ㅼ슫 ?뚮뜑??|
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| 8 | v1.5.0 | MCP ?대씪?댁뼵?? 紐⑤뜽 ?대갚, ???遺꾧린, ?좏겙 愿由?|
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| 9 | v1.5.0 | LSP ?곕룞, 蹂묐젹 ?먯씠?꾪듃, 肄붾뱶 ?쒕㎤??寃?? ?대깽???몃━嫄?|
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| 10~11 | v1.5.0 | Auto Router, ?먯씠?꾪듃 硫붾え由? ?ㅽ궗 ?쒖뒪?? AI 肄붾뱶 由щ럭 |
|
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| 15 | v1.6.0 | 硫?고뙣??臾몄꽌 ?앹꽦, 42??2媛??꾧뎄, 29媛??댁옣 ?ㅽ궗 |
|
||
| 16 | v1.7.0 | ?뚮옖 紐⑤뱶, 蹂묐젹 ?꾧뎄 ?ㅽ뻾, ?꾨줈?앺듃 洹쒖튃 ?쒖뒪??|
|
||
|
||
### ?꾩옱 洹쒕え (v1.6.1)
|
||
|
||
```
|
||
?먯씠?꾪듃 ?꾧뎄: 52媛??댁옣 ?ㅽ궗: 29媛?肄붿썙???꾨━?? 20媛?吏??LLM: 4醫?(Ollama 쨌 vLLM 쨌 Gemini 쨌 Sigmoid)
|
||
?곗쿂 ?몃뱾?? 44媛?吏???뚮쭏: 10醫?```
|
||
|
||
---
|
||
|
||
## 9. 李④린 媛쒕컻 諛⑺뼢 (v1.8~2.0)
|
||
|
||
### 寃쎌웳 ?쒕퉬???鍮?濡쒕뱶留?
|
||
| 湲곕뒫 | 寃쎌웳 ?쒕퉬??| AX Copilot 怨꾪쉷 |
|
||
|------|-------------|-----------------|
|
||
| ?먭린 ?깆같 猷⑦봽 | Claw Code Reflexion | **v1.8** ?먭린 ?깆같 ?쒕퉬??|
|
||
| ?곸냽 ?묒뾽 湲곗뼲 | Windsurf Memory | **v1.8** Working Memory |
|
||
| 硫?고뙆??Diff | Cursor diff view | **v1.8** ?듯빀 Diff UI |
|
||
| HTTP+SSE MCP | Claw Code ?먭꺽 | **v1.8** MCP HTTP ?꾩넚 |
|
||
| ?먯씠?꾪듃 ? | GitHub Copilot Workspace | **v2.0** ?ㅼ쨷 ?먯씠?꾪듃 |
|
||
| ?뚮윭洹몄씤 媛ㅻ윭由?| Raycast Store | **v2.0** 濡쒖뺄 ?덉??ㅽ듃由?|
|
||
|
||
### ?щ궡 ?섍꼍 ?뱁솕 ?먯튃 ?좎?
|
||
|
||
- ???몃? ?쒕쾭 ?섏〈 ?놁쓬 ???⑦봽?덈???LLM ?곗꽑
|
||
- ???몄뒪?⑤윭 150MB ?댄븯 ?좎?
|
||
- ???뚮윭洹몄씤 濡쒖뺄 zip ?ㅼ튂留??덉슜
|
||
- ??紐⑤뱺 ?곗씠??濡쒖뺄 ???
|
||
---
|
||
|
||
## 10. ?뺣━ 諛?Q&A
|
||
|
||
### AX Copilot??湲곗닠??李⑤퀎??
|
||
```
|
||
1. ?꾩쟾 ?ㅽ봽?쇱씤 ?숈옉 媛??(?щ궡 Ollama/vLLM)
|
||
2. 52媛??먯씠?꾪듃 ?꾧뎄 + 29媛??щ옒???ㅽ궗
|
||
3. LSP 湲곕컲 ?ㅼ젣 肄붾뱶 ?댄빐 (?띿뒪??寃???섏? 珥덉썡)
|
||
4. MCP ?쒖??쇰줈 ?щ궡 ?쒕쾭 ?먯쑀 ?곌껐
|
||
5. AES-256 + DPAPI ?댁쨷 ?뷀샇???ㅼ젙 蹂댁븞
|
||
6. ?꾩뿭 ?ロ궎 Alt+Space ???대뼡 ?깆뿉?쒕룄 利됱떆 ?몄텧
|
||
```
|
||
|
||
### ?ν썑 湲곗뿬 諛⑸쾿
|
||
|
||
- **?ㅽ궗 異붽?**: `*.skill.md` ?뚯씪 ?묒꽦 ??`%APPDATA%\AxCopilot\skills\` 諛곗튂
|
||
- **MCP ?쒕쾭**: ?щ궡 ?꾧뎄瑜?MCP ?쒕쾭濡??몄텧 ??AX Copilot?먯꽌 ?먮룞 ?ъ슜
|
||
- **?뚮윭洹몄씤**: `IActionHandler` ?명꽣?섏씠??援ы쁽 ??DLL 諛곗튂
|
||
|
||
---
|
||
|
||
*諛쒗몴 ?먮즺 ?묒꽦: AX?곌뎄??AI? | 臾몄쓽: ?대? 硫붿떊?*
|
||
|