{"parentUuid":null,"isSidechain":true,"promptId":"0fa15eda-982d-4e3a-912f-b40165be3d49","agentId":"abf7e4cdd729b8ef0","type":"user","message":{"role":"user","content":"너는 AI 코딩 하네스 감사관이다. 읽기 전용 분석만 한다 — 어떤 파일도 수정/삭제 금지.\n\n프로젝트: /home/lucas/.www/kakago — Next.js + Prisma 화물/운송 웹앱 (Go 프로젝트 아님, go.mod·pkg/ 없음).\n\n감사 원칙:\n- 좋은 하네스는 '반복되는 실제 실수'를 막아야 한다. 과거 습관 보존용이면 안 된다.\n- 하네스는 더 붙이는 게 아니라 필요한 순간에만 나타나야 한다.\n- 목표는 규칙 추가가 아니라 낡은 규칙을 찾아 '줄일 후보'로 분류하는 것.\n\n아래 7개 스킬 파일을 각각 Read로 열어 분석하라:\n- .claude/skills/autopus/browser-automation.md\n- .claude/skills/autopus/ci-cd.md\n- .claude/skills/autopus/competitive-analysis.md\n- .claude/skills/autopus/context-search.md\n- .claude/skills/autopus/database.md\n- .claude/skills/autopus/ddd.md\n- .claude/skills/autopus/debugging.md\n\n각 스킬에 대해 판단할 것:\n- 지금도 실제로 필요한가, 아니면 과거/복붙 잔재인가?\n- description(frontmatter)이 너무 넓어 오발동(over-trigger)하지 않는가?\n- 본문이 너무 길어(>300줄 등) reference.md/examples.md로 분리해야 하는가? (wc -l로 줄 수 확인)\n- 이 Next.js 프로젝트와 무관한 내용(Go 예시, autopus-adk 내부 전용 파이프라인, 존재하지 않는 경로 인용)인가? (grep으로 Go 명령/경로 확인)\n- 빌트인 기능(Claude Code 네이티브 — debugging은 superpowers:systematic-debugging, browser는 Playwright MCP 등)이나 다른 스킬과 중복인가?\n- 어떤 에이전트도 참조하지 않는 고아인가? (grep -r 스킬명 .claude/agents .claude/skills/auto/SKILL.md 로 참조 확인)\n\n각 항목을 정확히 아래 9필드 마크다운 형식으로 보고하라(근거는 실제 줄 수·인용·grep 결과로):\n\n**[스킬명]**\n- 경로:\n- 현재 목적:\n- 발견한 문제:\n- 근거:\n- 추천 조치: KEEP / SHRINK / MOVE / SPLIT / CONVERT / DELETE\n- 옮긴다면 추천 위치:\n- 변경 시 위험도: low / medium / high\n- 신뢰도: low / medium / high\n- /harness-diet 자동 처리 가능 여부: 가능 / 불가\n\n너의 최종 출력 전체가 리포트에 그대로 병합된다. 서론 없이 7개 항목 마크다운만 출력하라."},"uuid":"a3740912-4065-4f5e-94d0-be8097dc83b3","timestamp":"2026-06-04T22:01:12.453Z","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"a3740912-4065-4f5e-94d0-be8097dc83b3","isSidechain":true,"promptId":"0fa15eda-982d-4e3a-912f-b40165be3d49","agentId":"abf7e4cdd729b8ef0","type":"user","message":{"role":"user","content":[{"type":"text","text":"<command-message>review</command-message>\n<command-name>review</command-name>\n<skill-format>true</skill-format>"},{"type":"text","text":"\n      You are an expert code reviewer. Follow these steps:\n\n      1. If no PR number is provided in the args, run `gh pr list` to show open PRs\n      2. If a PR number is provided, run `gh pr view <number> --json title,body,author,baseRefName,headRefName,state,additions,deletions,changedFiles,labels` to get PR details\n      3. Run `gh pr diff <number>` to get the diff\n      4. Analyze the changes and provide a thorough code review that includes:\n         - Overview of what the PR does\n         - Analysis of code quality and style\n         - Specific suggestions for improvements\n         - Any potential issues or risks\n\n      Keep your review concise but thorough. Focus on:\n      - Code correctness\n      - Following project conventions\n      - Performance implications\n      - Test coverage\n      - Security considerations\n\n      Format your review with clear sections and bullet points.\n\n      PR number: \n    "}]},"isMeta":true,"uuid":"4ff06788-bc94-4ad8-9a24-c0847d3ab4f0","timestamp":"2026-06-04T22:01:12.461Z","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"4ff06788-bc94-4ad8-9a24-c0847d3ab4f0","isSidechain":true,"agentId":"abf7e4cdd729b8ef0","message":{"model":"claude-sonnet-4-6","id":"msg_01R7Kvq4eyZH5BtzqU8yCoSU","type":"message","role":"assistant","content":[{"type":"text","text":"I'll start by reading all 7 skill files in parallel, then gather supporting evidence."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":33710,"cache_read_input_tokens":5841,"cache_creation":{"ephemeral_5m_input_tokens":33710,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbiyNh6G5KZEeXK6zhQkJ","attributionAgent":"reviewer","type":"assistant","uuid":"b95ad8b3-fba7-4f0d-a0a2-1f7f24cbdcab","timestamp":"2026-06-04T22:01:16.180Z","advisorModel":"claude-opus-4-8","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"b95ad8b3-fba7-4f0d-a0a2-1f7f24cbdcab","isSidechain":true,"agentId":"abf7e4cdd729b8ef0","message":{"model":"claude-sonnet-4-6","id":"msg_01R7Kvq4eyZH5BtzqU8yCoSU","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01QPuhJNWweNS4WQVE5Xhx14","name":"Read","input":{"file_path":"/home/lucas/.www/kakago/.claude/skills/autopus/browser-automation.md"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":33710,"cache_read_input_tokens":5841,"cache_creation":{"ephemeral_5m_input_tokens":33710,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbiyNh6G5KZEeXK6zhQkJ","attributionAgent":"reviewer","type":"assistant","uuid":"7b49e21f-2c1d-460f-93c7-3fc7e90b7a11","timestamp":"2026-06-04T22:01:16.689Z","advisorModel":"claude-opus-4-8","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"7b49e21f-2c1d-460f-93c7-3fc7e90b7a11","isSidechain":true,"promptId":"0fa15eda-982d-4e3a-912f-b40165be3d49","agentId":"abf7e4cdd729b8ef0","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01QPuhJNWweNS4WQVE5Xhx14","type":"tool_result","content":"1\t---\n2\tname: browser-automation\n3\tdescription: 터미널 환경 자동 감지 브라우저 자동화 스킬 — AI 에이전트가 직접 웹 페이지를 조작하고 검증\n4\ttriggers:\n5\t  - browser\n6\t  - browse\n7\t  - 브라우저\n8\t  - 웹 테스트\n9\t  - 운영 확인\n10\t  - UI 확인\n11\t  - 페이지 확인\n12\tcategory: testing\n13\tlevel1_metadata: \"cmux browser, agent-browser, 터미널 자동 감지, 접근성 트리 snapshot, 운영환경 UI 검증\"\n14\t---\n15\t\n16\t# Browser Automation Skill\n17\t\n18\t터미널 환경을 자동 감지하여 cmux browser 또는 agent-browser CLI를 활용해 AI 에이전트가 직접 웹 페이지를 조작하고 검증하는 스킬입니다.\n19\t\n20\t## 도구 선택\n21\t\n22\t| 도구 | 용도 | 선택 기준 |\n23\t|------|------|-----------|\n24\t| **cmux browser** | cmux 환경 네이티브 조작 | cmux 터미널에서 자동 선택 (최우선) |\n25\t| **agent-browser** | 에이전트 직접 조작 | tmux/plain 환경 폴백 |\n26\t| **Playwright** | E2E 테스트 스위트 | 반복 실행, CI/CD, 회귀 테스트 |\n27\t\n28\t백엔드는 `auto terminal detect` 결과에 따라 자동 선택됩니다. 수동 지정하지 마세요.\n29\t\n30\t## 백엔드 자동 감지\n31\t\n32\t브라우저 백엔드는 현재 터미널 환경에 따라 자동 선택됩니다.\n33\t\n34\t**감지 방법:**\n35\t```bash\n36\tauto terminal detect\n37\t```\n38\t\n39\t| 터미널 | 백엔드 | 명령어 접두사 |\n40\t|--------|--------|---------------|\n41\t| **cmux** | cmux browser | `cmux browser <subcommand>` |\n42\t| **tmux / plain** | agent-browser | `agent-browser <subcommand>` |\n43\t\n44\tIMPORTANT: 스킬 실행 시 반드시 `auto terminal detect`를 먼저 호출하여 백엔드를 결정해야 합니다. agent-browser를 하드코딩하지 마세요.\n45\t\n46\t### 명령어 매핑\n47\t\n48\t| 동작 | cmux browser | agent-browser |\n49\t|------|-------------|---------------|\n50\t| 페이지 열기 | `cmux browser open <url>` | `agent-browser open <url>` |\n51\t| 스냅샷 | `cmux browser --surface <ref> snapshot` | `agent-browser snapshot` |\n52\t| 클릭 | `cmux browser --surface <ref> click --selector <sel>` | `agent-browser click <ref>` |\n53\t| 입력 | `cmux browser --surface <ref> fill --selector <sel> --text <text>` | `agent-browser fill <ref> <text>` |\n54\t| 스크린샷 | `cmux browser --surface <ref> screenshot --out <path>` | `agent-browser screenshot <path>` |\n55\t| 대기 | `cmux browser --surface <ref> wait --text <text>` | `agent-browser wait --text <text>` |\n56\t| URL 확인 | `cmux browser --surface <ref> get url` | `agent-browser get url` |\n57\t| 텍스트 확인 | `cmux browser --surface <ref> get text --selector <sel>` | `agent-browser get text <ref>` |\n58\t| 표시 여부 | `cmux browser --surface <ref> is visible --selector <sel>` | `agent-browser is visible <ref>` |\n59\t\n60\t**cmux 고유 기능:**\n61\t- `--surface <ref>`: cmux browser는 surface 핸들로 세션을 관리합니다. `open` 명령이 반환하는 surface ref를 후속 명령에 사용합니다.\n62\t- `--snapshot-after`: 클릭/입력 후 자동 스냅샷 (`cmux browser --surface <ref> click --selector <sel> --snapshot-after`)\n63\t- `--interactive`: 인터랙티브 스냅샷 모드 (`cmux browser --surface <ref> snapshot --interactive`)\n64\t\n65\t## 사전 조건\n66\t\n67\t```bash\n68\t# 터미널 감지\n69\tauto terminal detect\n70\t\n71\t# cmux 환경 (자동 감지)\n72\tcmux --version\n73\t\n74\t# agent-browser 환경 (폴백)\n75\tagent-browser --version\n76\t# 미설치 시\n77\tnpm install -g agent-browser\n78\tagent-browser install\n79\t```\n80\t\n81\t## 핵심 워크플로우: Snapshot-Act-Verify\n82\t\n83\tAI 에이전트가 브라우저를 조작하는 단계별 루프:\n84\t\n85\t### Step 0: Detect Backend — 터미널 감지\n86\t\n87\t```bash\n88\tBACKEND=$(auto terminal detect)\n89\t# \"cmux\" → cmux browser 사용\n90\t# \"tmux\" or \"plain\" → agent-browser 사용\n91\t```\n92\t\n93\t### Step 1: Open — 페이지 열기\n94\t\n95\t**cmux:**\n96\t```bash\n97\tcmux browser open <url>\n98\t# Returns: surface reference (e.g., \"surface:1\")\n99\t```\n100\t\n101\t**agent-browser:**\n102\t```bash\n103\tagent-browser open <url>\n104\t```\n105\t\n106\t### Step 2: Snapshot — 접근성 트리 + 참조 획득\n107\t\n108\t**cmux:**\n109\t```bash\n110\tcmux browser --surface <ref> snapshot\n111\t```\n112\t\n113\t**agent-browser:**\n114\t```bash\n115\tagent-browser snapshot\n116\t```\n117\t\n118\tsnapshot은 페이지의 접근성 트리를 반환하며, 각 요소에 `@e1`, `@e2` 등의 참조를 할당한다. AI 에이전트는 이 참조를 사용하여 요소를 조작한다.\n119\t\n120\t**snapshot 출력 예시:**\n121\t```\n122\t- @e1 heading \"AI Settings\"\n123\t- @e2 button \"Provider Mode\"\n124\t- @e3 switch \"Auto Fallback\" [checked]\n125\t- @e4 checkbox \"Anthropic\" [checked]\n126\t- @e5 checkbox \"OpenAI\" [checked]\n127\t- @e6 checkbox \"Google\" [unchecked]\n128\t- @e7 button \"Save\"\n129\t```\n130\t\n131\t### Step 3: Act — 요소 상호작용\n132\t\n133\t**cmux:**\n134\t```bash\n135\tcmux browser --surface <ref> click --selector \"@e3\"\n136\tcmux browser --surface <ref> fill --selector \"@e4\" --text \"text\"\n137\tcmux browser --surface <ref> press Enter\n138\t```\n139\t\n140\t**agent-browser:**\n141\t```bash\n142\tagent-browser click @e3\n143\tagent-browser fill @e4 \"text\"\n144\tagent-browser press Enter\n145\t```\n146\t\n147\t### Step 4: Verify — 상태 확인 + 스크린샷\n148\t\n149\t**cmux:**\n150\t```bash\n151\tcmux browser --surface <ref> snapshot\n152\tcmux browser --surface <ref> screenshot --out /tmp/verify.png\n153\tcmux browser --surface <ref> is visible --selector \"@e3\"\n154\tcmux browser --surface <ref> is checked --selector \"@e3\"\n155\tcmux browser --surface <ref> get text --selector \"@e1\"\n156\t```\n157\t\n158\t**agent-browser:**\n159\t```bash\n160\tagent-browser snapshot\n161\tagent-browser screenshot /tmp/verify.png\n162\tagent-browser is visible @e3\n163\tagent-browser is checked @e3\n164\tagent-browser get text @e1\n165\t```\n166\t\n167\t## 주요 명령어 레퍼런스\n168\t\n169\t### 네비게이션\n170\t\n171\t**cmux:**\n172\t```bash\n173\tcmux browser open <url>\n174\tcmux browser --surface <ref> get url\n175\tcmux browser --surface <ref> get title\n176\tcmux browser --surface <ref> wait --load-state complete\n177\tcmux browser --surface <ref> wait --text \"Welcome\"\n178\t```\n179\t\n180\t**agent-browser:**\n181\t```bash\n182\tagent-browser open <url>\n183\tagent-browser get url\n184\tagent-browser get title\n185\tagent-browser wait --load networkidle\n186\tagent-browser wait --text \"Welcome\"\n187\t```\n188\t\n189\t### 상호작용\n190\t\n191\t**cmux:**\n192\t```bash\n193\tcmux browser --surface <ref> click --selector <sel>\n194\tcmux browser --surface <ref> fill --selector <sel> --text <text>\n195\tcmux browser --surface <ref> hover --selector <sel>\n196\tcmux browser --surface <ref> scroll down 500\n197\tcmux browser --surface <ref> press Enter\n198\t```\n199\t\n200\t**agent-browser:**\n201\t```bash\n202\tagent-browser click <ref>\n203\tagent-browser fill <ref> <text>\n204\tagent-browser type <ref> <text>\n205\tagent-browser hover <ref>\n206\tagent-browser scroll down 500\n207\tagent-browser press Enter\n208\t```\n209\t\n210\t### 의미론적 로케이터 (snapshot 없이 직접 찾기)\n211\t\n212\t**cmux:**\n213\t```bash\n214\tcmux browser --surface <ref> find role button --name \"Save\"\n215\tcmux browser --surface <ref> find text \"Sign In\"\n216\tcmux browser --surface <ref> find label \"Email\"\n217\t```\n218\t\n219\t**agent-browser:**\n220\t```bash\n221\tagent-browser find role button click --name \"Save\"\n222\tagent-browser find text \"Sign In\" click\n223\tagent-browser find label \"Email\" fill \"test@test.com\"\n224\t```\n225\t\n226\t### 상태 확인\n227\t\n228\t**cmux:**\n229\t```bash\n230\tcmux browser --surface <ref> is visible --selector <sel>\n231\tcmux browser --surface <ref> is enabled --selector <sel>\n232\tcmux browser --surface <ref> is checked --selector <sel>\n233\tcmux browser --surface <ref> get text --selector <sel>\n234\tcmux browser --surface <ref> get html --selector <sel>\n235\t```\n236\t\n237\t**agent-browser:**\n238\t```bash\n239\tagent-browser is visible <ref>\n240\tagent-browser is enabled <ref>\n241\tagent-browser is checked <ref>\n242\tagent-browser get text <ref>\n243\tagent-browser get html <ref>\n244\t```\n245\t\n246\t### 뷰포트 & 디바이스\n247\t\n248\t**cmux:**\n249\t```bash\n250\tcmux browser --surface <ref> viewport 1280 800\n251\t```\n252\t\n253\t**agent-browser:**\n254\t```bash\n255\tagent-browser set viewport 1280 800\n256\tagent-browser set device \"iPhone 14\"\n257\tagent-browser set media dark\n258\t```\n259\t\n260\t### 쿠키 & 인증\n261\t\n262\t**cmux:**\n263\t```bash\n264\tcmux browser --surface <ref> cookies get\n265\tcmux browser --surface <ref> cookies set --name <name> --value <value>\n266\tcmux browser --surface <ref> storage local get\n267\t```\n268\t\n269\t**agent-browser:**\n270\t```bash\n271\tagent-browser cookies\n272\tagent-browser cookies set <name> <value>\n273\tagent-browser storage local\n274\t```\n275\t\n276\t## 실행 모드\n277\t\n278\t| 백엔드 | 기본 모드 | 설명 |\n279\t|--------|-----------|------|\n280\t| **cmux browser** | 내장 서피스 | cmux 터미널 내 브라우저 패널로 표시. `--headed` 불필요 |\n281\t| **agent-browser** (기본) | Headless | `--headed` 추가 시 브라우저 창 표시 |\n282\t\n283\t```bash\n284\t# cmux — 항상 터미널 내 브라우저 패널로 표시\n285\tcmux browser open https://autopus.co\n286\t\n287\t# agent-browser — 헤드리스 (기본)\n288\tagent-browser open https://autopus.co\n289\t# agent-browser — 브라우저 창 표시\n290\tagent-browser open https://autopus.co --headed\n291\t```\n292\t\n293\t## 운영환경 검증 패턴\n294\t\n295\t> 아래 예시는 cmux 백엔드 기준입니다. agent-browser 사용 시 `cmux browser --surface <ref>` 대신 `agent-browser`를 사용하세요.\n296\t\n297\t### 패턴 1: UI 컴포넌트 존재 확인\n298\t\n299\t```bash\n300\tSURFACE=$(cmux browser open https://example.com/settings/ai)\n301\tcmux browser --surface $SURFACE snapshot\n302\t# → @e3 switch \"Auto Fallback\" 이 존재하면 렌더링 성공\n303\tcmux browser --surface $SURFACE screenshot --out /tmp/ai-settings.png\n304\t```\n305\t\n306\t### 패턴 2: 토글 동작 검증\n307\t\n308\t```bash\n309\tcmux browser --surface $SURFACE snapshot\n310\tcmux browser --surface $SURFACE click --selector \"@e3\" --snapshot-after\n311\t```\n312\t\n313\t### 패턴 3: 인증 후 테스트\n314\t\n315\t```bash\n316\tSURFACE=$(cmux browser open https://example.com/login)\n317\tcmux browser --surface $SURFACE snapshot\n318\tcmux browser --surface $SURFACE fill --selector \"@e2\" --text \"user@example.com\"\n319\tcmux browser --surface $SURFACE fill --selector \"@e3\" --text \"password\"\n320\tcmux browser --surface $SURFACE click --selector \"@e4\"\n321\tcmux browser --surface $SURFACE wait --load-state complete\n322\tcmux browser --surface $SURFACE goto https://example.com/settings/ai\n323\tcmux browser --surface $SURFACE snapshot\n324\t```\n325\t\n326\t## 판정 기준\n327\t\n328\t| 판정 | 기준 |\n329\t|------|------|\n330\t| PASS | 기대 요소가 snapshot에 존재하고 올바른 상태 |\n331\t| WARN | 요소는 존재하나 상태가 예상과 다름 |\n332\t| FAIL | 기대 요소가 snapshot에 없거나 에러 발생 |\n333\t\n334\t## 주의사항\n335\t\n336\t- 백엔드는 `auto terminal detect`로 자동 선택됨 — 수동 지정 금지\n337\t- cmux 환경에서는 `cmux browser`가 최우선 — agent-browser를 사용하면 세션이 분리됨\n338\t- cmux `--surface` 핸들은 `open` 명령이 반환 — 후속 명령에 반드시 전달\n339\t- `snapshot`은 **접근성 트리**만 반환 — CSS 스타일은 포함 안 됨 (시각 확인은 `screenshot` 사용)\n340\t- 운영환경 테스트 시 **쓰기 작업**(삭제, 설정 변경)은 신중하게 — 되돌릴 수 없을 수 있음\n341\t"}]},"uuid":"9e396258-57cf-4263-9824-96dc20411fa2","timestamp":"2026-06-04T22:01:16.722Z","sourceToolAssistantUUID":"7b49e21f-2c1d-460f-93c7-3fc7e90b7a11","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
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{"parentUuid":"9f2e146a-aef3-49f9-8058-8f9258368f5c","isSidechain":true,"promptId":"0fa15eda-982d-4e3a-912f-b40165be3d49","agentId":"abf7e4cdd729b8ef0","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MTL49v5t5LKEsjpxhifVb7","type":"tool_result","content":"1\t---\n2\tname: ci-cd\n3\tdescription: GitHub Actions CI/CD 파이프라인 설계 및 자동화\n4\ttriggers:\n5\t  - ci\n6\t  - cd\n7\t  - github actions\n8\t  - pipeline\n9\t  - 파이프라인\n10\t  - 배포 자동화\n11\tcategory: devops\n12\tlevel1_metadata: \"GitHub Actions, 빌드/테스트/배포 자동화, 릴리스 워크플로우\"\n13\t---\n14\t\n15\t# CI/CD Skill\n16\t\n17\tGitHub Actions 기반 CI/CD 파이프라인을 설계하는 스킬입니다.\n18\t\n19\t## CI 파이프라인 (Pull Request)\n20\t\n21\t```yaml\n22\tname: CI\n23\ton:\n24\t  push:\n25\t    branches: [main]\n26\t  pull_request:\n27\t    branches: [main]\n28\t\n29\tjobs:\n30\t  test:\n31\t    runs-on: ubuntu-latest\n32\t    steps:\n33\t      - uses: actions/checkout@v4\n34\t\n35\t      - uses: actions/setup-go@v5\n36\t        with:\n37\t          go-version-file: go.mod\n38\t\n39\t      - name: 의존성 캐시\n40\t        uses: actions/cache@v4\n41\t        with:\n42\t          path: ~/go/pkg/mod\n43\t          key: ${{ runner.os }}-go-${{ hashFiles('go.sum') }}\n44\t\n45\t      - name: 테스트\n46\t        run: go test -race -coverprofile=coverage.out ./...\n47\t\n48\t      - name: 커버리지 확인\n49\t        run: |\n50\t          COVERAGE=$(go tool cover -func=coverage.out | grep total | awk '{print $3}' | sed 's/%//')\n51\t          echo \"Coverage: ${COVERAGE}%\"\n52\t          if (( $(echo \"$COVERAGE < 85\" | bc -l) )); then\n53\t            echo \"커버리지 85% 미달\"\n54\t            exit 1\n55\t          fi\n56\t\n57\t  lint:\n58\t    runs-on: ubuntu-latest\n59\t    steps:\n60\t      - uses: actions/checkout@v4\n61\t      - uses: golangci/golangci-lint-action@v6\n62\t        with:\n63\t          version: latest\n64\t\n65\t  build:\n66\t    runs-on: ubuntu-latest\n67\t    needs: [test, lint]\n68\t    steps:\n69\t      - uses: actions/checkout@v4\n70\t      - uses: actions/setup-go@v5\n71\t        with:\n72\t          go-version-file: go.mod\n73\t      - run: go build ./...\n74\t```\n75\t\n76\t## CD 파이프라인 (릴리스)\n77\t\n78\t```yaml\n79\tname: Release\n80\ton:\n81\t  push:\n82\t    tags: ['v*']\n83\t\n84\tjobs:\n85\t  release:\n86\t    runs-on: ubuntu-latest\n87\t    permissions:\n88\t      contents: write\n89\t    steps:\n90\t      - uses: actions/checkout@v4\n91\t        with:\n92\t          fetch-depth: 0\n93\t\n94\t      - uses: actions/setup-go@v5\n95\t        with:\n96\t          go-version-file: go.mod\n97\t\n98\t      - uses: goreleaser/goreleaser-action@v6\n99\t        with:\n100\t          args: release --clean\n101\t        env:\n102\t          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}\n103\t```\n104\t\n105\t## GoReleaser 설정\n106\t\n107\t```yaml\n108\t# .goreleaser.yml\n109\tversion: 2\n110\tbuilds:\n111\t  - main: ./cmd/app\n112\t    binary: app\n113\t    env:\n114\t      - CGO_ENABLED=0\n115\t    goos: [linux, darwin, windows]\n116\t    goarch: [amd64, arm64]\n117\t    ldflags:\n118\t      - -s -w\n119\t      - -X main.version={{.Version}}\n120\t\n121\tarchives:\n122\t  - format: tar.gz\n123\t    format_overrides:\n124\t      - goos: windows\n125\t        format: zip\n126\t\n127\tchangelog:\n128\t  sort: asc\n129\t  filters:\n130\t    exclude:\n131\t      - '^docs:'\n132\t      - '^test:'\n133\t```\n134\t\n135\t## 파이프라인 설계 원칙\n136\t\n137\t### 빠른 피드백\n138\t```\n139\tlint (1분) → 단위 테스트 (2분) → 통합 테스트 (5분) → 빌드 (1분)\n140\t     ↓              ↓                    ↓\n141\t   빠른 실패     빠른 실패           빠른 실패\n142\t```\n143\t\n144\t### 캐싱 전략\n145\t- Go 모듈 캐시: `~/go/pkg/mod`\n146\t- 빌드 캐시: `~/.cache/go-build`\n147\t- Docker 레이어 캐시: `docker/build-push-action` cache\n148\t\n149\t### 시크릿 관리\n150\t- GitHub Secrets 사용\n151\t- `.env` 파일 커밋 금지\n152\t- OIDC 토큰 활용 (클라우드 배포)\n153\t\n154\t## 체크리스트\n155\t\n156\t- [ ] PR에 테스트 + 린트 자동 실행\n157\t- [ ] 커버리지 85% 게이트\n158\t- [ ] 의존성 캐싱 설정\n159\t- [ ] 태그 기반 릴리스 자동화\n160\t- [ ] 시크릿 하드코딩 없음\n161\t- [ ] 병렬 실행으로 피드백 시간 최소화\n162\t"}]},"uuid":"dfbc6906-0e53-451c-81e7-0f9f3094f143","timestamp":"2026-06-04T22:01:17.214Z","sourceToolAssistantUUID":"9f2e146a-aef3-49f9-8058-8f9258368f5c","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
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{"parentUuid":"c62ed386-9a12-4b74-bd24-866539d9af62","isSidechain":true,"promptId":"0fa15eda-982d-4e3a-912f-b40165be3d49","agentId":"abf7e4cdd729b8ef0","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01KwAngyNcb47Y2ajHu8LGLU","type":"tool_result","content":"1\t---\n2\tname: competitive-analysis\n3\tdescription: SWOT, competitive landscape analysis, and battlecard generation\n4\ttriggers:\n5\t  - competitive\n6\t  - competitor\n7\t  - 경쟁 분석\n8\t  - swot\n9\t  - battlecard\n10\t  - 배틀카드\n11\tcategory: strategy\n12\tlevel1_metadata: \"SWOT analysis, Porter's Five Forces, competitive battlecard, market positioning\"\n13\t---\n14\t\n15\t# Competitive Analysis Skill\n16\t\n17\t경쟁 환경을 구조적으로 분석하고 포지셔닝 전략을 도출하는 스킬입니다.\n18\t\n19\t## 분석 프레임워크\n20\t\n21\t### 1. SWOT\n22\t\n23\t| 축 | 질문 |\n24\t|---|---|\n25\t| Strengths | 우리가 경쟁사보다 명확히 잘하는 것은 무엇인가? |\n26\t| Weaknesses | 현재 약점과 제약은 무엇인가? |\n27\t| Opportunities | 시장 변화가 여는 기회는 무엇인가? |\n28\t| Threats | 경쟁, 대체재, 규제가 만드는 위협은 무엇인가? |\n29\t\n30\tSWOT은 항목 나열로 끝내지 않고 아래 전략으로 연결합니다.\n31\t\n32\t| 전략 | 조합 | 의미 |\n33\t|------|------|------|\n34\t| SO | Strengths × Opportunities | 강점으로 기회를 확대 |\n35\t| WO | Weaknesses × Opportunities | 약점 보완 후 기회 포착 |\n36\t| ST | Strengths × Threats | 강점으로 위협 방어 |\n37\t| WT | Weaknesses × Threats | 회피 / 축소 / 집중 |\n38\t\n39\t### 2. Competitive Landscape\n40\t\n41\t```markdown\n42\t| 기준 | Our Product | Competitor A | Competitor B |\n43\t|------|-------------|-------------|-------------|\n44\t| Core Value | | | |\n45\t| Target Users | | | |\n46\t| Pricing | | | |\n47\t| Key Feature 1 | ✅/⚠️/❌ | ✅/⚠️/❌ | ✅/⚠️/❌ |\n48\t| Moat | | | |\n49\t```\n50\t\n51\t경쟁사는 다음으로 구분합니다.\n52\t- Direct: 같은 문제를 같은 방식으로 해결\n53\t- Indirect: 같은 문제를 다른 방식으로 해결\n54\t- Potential: 인접 시장에서 진입 가능성이 큰 플레이어\n55\t\n56\t### 3. Porter's Five Forces\n57\t\n58\t| Force | 분석 질문 | 강도 |\n59\t|-------|----------|------|\n60\t| 경쟁자 간 경쟁 | 차별화가 낮고 경쟁자가 많은가? | Low / Med / High |\n61\t| 신규 진입 위협 | 진입 장벽이 낮은가? | Low / Med / High |\n62\t| 대체재 위협 | 다른 해결 방식이 쉬운가? | Low / Med / High |\n63\t| 공급자 교섭력 | 핵심 의존성 집중도가 높은가? | Low / Med / High |\n64\t| 구매자 교섭력 | 전환 비용이 낮은가? | Low / Med / High |\n65\t\n66\t### 4. Battlecard\n67\t\n68\t```markdown\n69\t## Battlecard: Our Product vs Competitor\n70\t\n71\t### Where We Win\n72\t| 영역 | 우리 | 경쟁사 | Talk Track |\n73\t\n74\t### Where They Win\n75\t| 영역 | 우리 | 경쟁사 | Counter |\n76\t\n77\t### Common Objections\n78\t| 반론 | 대응 |\n79\t```\n80\t\n81\t## 분석 프로세스\n82\t\n83\t1. `.autopus/project/product.md`와 사용자 요청에서 분석 목적을 정리합니다.\n84\t2. 경쟁사 목록과 비교 기준을 명시합니다.\n85\t3. 웹 검색 또는 제공된 자료로 최신 근거를 수집합니다.\n86\t4. SWOT, Landscape, Battlecard 중 필요한 프레임워크를 적용합니다.\n87\t5. 최종적으로 차별화 포인트와 전략 액션을 3개 이내로 제안합니다.\n88\t\n89\t## 출력 형식\n90\t\n91\t```markdown\n92\t## Competitive Analysis\n93\t\n94\t### 범위\n95\t- 대상: {경쟁사 목록}\n96\t- 목적: {전략 수립 / 기능 비교 / 세일즈 지원}\n97\t\n98\t### SWOT\n99\t{요약}\n100\t\n101\t### Landscape\n102\t{비교 표}\n103\t\n104\t### Key Insights\n105\t1. {핵심 인사이트}\n106\t2. {핵심 인사이트}\n107\t\n108\t### Recommended Actions\n109\t1. {실행 액션}\n110\t2. {실행 액션}\n111\t```\n112\t"}]},"uuid":"86896805-738a-4f52-80eb-01186a85c9d7","timestamp":"2026-06-04T22:01:17.742Z","sourceToolAssistantUUID":"c62ed386-9a12-4b74-bd24-866539d9af62","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"44750eba-e299-4755-b8c8-deb0b83c9de5","isSidechain":true,"promptId":"0fa15eda-982d-4e3a-912f-b40165be3d49","agentId":"abf7e4cdd729b8ef0","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_012CZiit5hjL4MPHbUBAjVFG","type":"tool_result","content":"1\t---\n2\tname: context-search\n3\tdescription: 이전 세션 컨텍스트 검색 및 연속성 유지 스킬\n4\ttriggers:\n5\t  - context search\n6\t  - previous session\n7\t  - 이전 세션\n8\t  - 컨텍스트 검색\n9\t  - 작업 재개\n10\tcategory: workflow\n11\tlevel1_metadata: \"세션 인덱스 검색, 컨텍스트 주입, 작업 재개\"\n12\t---\n13\t\n14\t# Context Search Skill\n15\t\n16\t이전 Claude Code 세션의 컨텍스트를 검색하여 작업을 연속적으로 진행하는 스킬입니다.\n17\t\n18\t## 검색 시점\n19\t\n20\t다음 상황에서 컨텍스트를 검색합니다:\n21\t- 사용자가 이전 작업을 언급할 때\n22\t- SPEC-ID가 현재 세션에 없을 때\n23\t- \"지난번에\", \"이어서\", \"계속\" 등의 표현 감지\n24\t\n25\t## 검색 절차\n26\t\n27\t### 1단계: 현재 세션 확인\n28\t먼저 현재 세션에 관련 컨텍스트가 있는지 확인합니다.\n29\t있으면 검색 불필요 → 스킵.\n30\t\n31\t### 2단계: .auto-continue.md 확인\n32\t```bash\n33\tcat .auto-continue.md 2>/dev/null\n34\t```\n35\t\n36\t### 3단계: 세션 인덱스 검색\n37\t```bash\n38\t# Claude Code 세션 파일 검색\n39\tgrep -r \"SPEC-XXX\" ~/.claude/projects/ --include=\"*.md\" -l\n40\tgrep -r \"관련 키워드\" ~/.claude/projects/ -l | head -10\n41\t```\n42\t\n43\t### 4단계: 컨텍스트 요약 주입\n44\t발견된 컨텍스트를 현재 세션에 요약하여 주입합니다.\n45\t\n46\t**제한:**\n47\t- 최대 5,000 토큰 주입\n48\t- 현재 사용량 150,000 토큰 초과 시 스킵\n49\t- 중복 주입 방지\n50\t\n51\t## .auto-continue.md 형식\n52\t\n53\t```yaml\n54\tworkflow_phase: implementation\n55\tcompleted_tasks:\n56\t  - \"auth/login.go 구현\"\n57\t  - \"JWT 토큰 생성\"\n58\tpending_decisions:\n59\t  - \"리프레시 토큰 전략 결정 필요\"\n60\tcontext_summary: |\n61\t  인증 시스템 구현 중. JWT HS256 방식 채택.\n62\t  login/logout 엔드포인트 완료.\n63\t  다음: 토큰 검증 미들웨어 구현 필요.\n64\t```\n65\t\n66\t## 세션 재개 패턴\n67\t\n68\t```markdown\n69\t## 이전 세션 요약\n70\t\n71\t**진행 단계**: [단계명]\n72\t**완료된 작업**: [목록]\n73\t**미완료 작업**: [목록]\n74\t**중요 결정사항**: [결정들]\n75\t**다음 단계**: [권장 다음 작업]\n76\t\n77\t---\n78\t현재 세션을 이어서 진행합니다.\n79\t```\n80\t\n81\t## 토큰 예산 관리\n82\t\n83\t```\n84\t컨텍스트 주입 우선순위:\n85\t1. 미완료 작업 목록 (필수)\n86\t2. 미결 의사결정 (필수)\n87\t3. 핵심 아키텍처 결정 (중요)\n88\t4. 상세 구현 내용 (선택)\n89\t```\n90\t"}]},"uuid":"c6eacb94-a7bb-4480-8034-6b7834a0e38a","timestamp":"2026-06-04T22:01:17.744Z","sourceToolAssistantUUID":"44750eba-e299-4755-b8c8-deb0b83c9de5","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
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{"parentUuid":"1b7be686-8eab-428e-820c-c86e614b67f4","isSidechain":true,"promptId":"0fa15eda-982d-4e3a-912f-b40165be3d49","agentId":"abf7e4cdd729b8ef0","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01TqfxXVGtA9NEDNLQsNKe7S","type":"tool_result","content":"1\t---\n2\tname: database\n3\tdescription: 데이터베이스 스키마 설계, 마이그레이션, 쿼리 최적화\n4\ttriggers:\n5\t  - database\n6\t  - db\n7\t  - migration\n8\t  - schema\n9\t  - 데이터베이스\n10\t  - 마이그레이션\n11\t  - sql\n12\tcategory: development\n13\tlevel1_metadata: \"스키마 설계, 마이그레이션 관리, 쿼리 최적화, 인덱스 전략\"\n14\t---\n15\t\n16\t# Database Skill\n17\t\n18\t데이터베이스 스키마를 설계하고 안전하게 마이그레이션하는 스킬입니다.\n19\t\n20\t## 스키마 설계 원칙\n21\t\n22\t### 정규화 기본\n23\t| 정규형 | 규칙 | 예시 |\n24\t|--------|------|------|\n25\t| 1NF | 원자값, 반복 그룹 없음 | 전화번호 배열 → 별도 테이블 |\n26\t| 2NF | 부분 함수 종속 제거 | 복합 키의 일부에만 의존하는 컬럼 분리 |\n27\t| 3NF | 이행 종속 제거 | A→B→C이면 C를 별도 테이블로 |\n28\t\n29\t### 명명 규칙\n30\t```sql\n31\t-- 테이블: 복수형, snake_case\n32\tCREATE TABLE users (...)\n33\tCREATE TABLE order_items (...)\n34\t\n35\t-- 컬럼: snake_case, 의미 명확\n36\tuser_id, created_at, is_active\n37\t\n38\t-- 인덱스: idx_{table}_{columns}\n39\tCREATE INDEX idx_users_email ON users(email);\n40\t\n41\t-- 외래 키: fk_{table}_{ref_table}\n42\tCONSTRAINT fk_orders_users FOREIGN KEY (user_id) REFERENCES users(id)\n43\t```\n44\t\n45\t### 공통 컬럼 패턴\n46\t```sql\n47\tCREATE TABLE users (\n48\t    id          BIGSERIAL PRIMARY KEY,\n49\t    -- 비즈니스 컬럼\n50\t    name        VARCHAR(255) NOT NULL,\n51\t    email       VARCHAR(255) NOT NULL UNIQUE,\n52\t    -- 감사 컬럼\n53\t    created_at  TIMESTAMPTZ NOT NULL DEFAULT NOW(),\n54\t    updated_at  TIMESTAMPTZ NOT NULL DEFAULT NOW(),\n55\t    deleted_at  TIMESTAMPTZ  -- soft delete\n56\t);\n57\t```\n58\t\n59\t## 마이그레이션 관리\n60\t\n61\t### 마이그레이션 파일 구조\n62\t```\n63\tmigrations/\n64\t├── 001_create_users.up.sql\n65\t├── 001_create_users.down.sql\n66\t├── 002_add_user_email_index.up.sql\n67\t├── 002_add_user_email_index.down.sql\n68\t```\n69\t\n70\t### 안전한 마이그레이션 원칙\n71\t\n72\t**호환되는 변경 (무중단 배포):**\n73\t- 컬럼 추가 (NULL 허용 또는 DEFAULT 값)\n74\t- 인덱스 추가 (`CONCURRENTLY`)\n75\t- 테이블 추가\n76\t\n77\t**비호환 변경 (주의):**\n78\t- 컬럼 삭제 → 먼저 코드에서 사용 중단, 다음 배포에서 삭제\n79\t- 컬럼 이름 변경 → 새 컬럼 추가 + 데이터 복사 + 구 컬럼 삭제\n80\t- 타입 변경 → 새 컬럼으로 마이그레이션\n81\t\n82\t### 대용량 테이블 마이그레이션\n83\t```sql\n84\t-- 인덱스 생성 (잠금 방지)\n85\tCREATE INDEX CONCURRENTLY idx_users_email ON users(email);\n86\t\n87\t-- 컬럼 추가 (잠금 최소화)\n88\tALTER TABLE users ADD COLUMN phone VARCHAR(20);\n89\t-- NOT NULL 추가는 별도 단계\n90\tALTER TABLE users ALTER COLUMN phone SET DEFAULT '';\n91\tUPDATE users SET phone = '' WHERE phone IS NULL;\n92\tALTER TABLE users ALTER COLUMN phone SET NOT NULL;\n93\t```\n94\t\n95\t## 쿼리 최적화\n96\t\n97\t### EXPLAIN 분석\n98\t```sql\n99\tEXPLAIN ANALYZE SELECT * FROM users WHERE email = 'test@example.com';\n100\t```\n101\t\n102\t주요 지표:\n103\t- **Seq Scan**: 전체 테이블 스캔 (인덱스 필요 시사)\n104\t- **Index Scan**: 인덱스 사용 (정상)\n105\t- **Rows**: 예상 vs 실제 행 수 차이 → 통계 갱신 필요\n106\t\n107\t### 인덱스 전략\n108\t```sql\n109\t-- 단일 컬럼 (등호 검색)\n110\tCREATE INDEX idx_users_email ON users(email);\n111\t\n112\t-- 복합 인덱스 (순서 중요: 선택도 높은 것 먼저)\n113\tCREATE INDEX idx_orders_user_status ON orders(user_id, status);\n114\t\n115\t-- 부분 인덱스 (조건부)\n116\tCREATE INDEX idx_users_active ON users(email) WHERE is_active = true;\n117\t\n118\t-- 커버링 인덱스 (쿼리의 모든 컬럼 포함)\n119\tCREATE INDEX idx_users_cover ON users(email) INCLUDE (name);\n120\t```\n121\t\n122\t### N+1 쿼리 방지\n123\t```go\n124\t// Bad: N+1\n125\tfor _, user := range users {\n126\t    orders, _ := db.FindOrdersByUserID(user.ID)\n127\t}\n128\t\n129\t// Good: JOIN 또는 IN\n130\torders, _ := db.FindOrdersByUserIDs(userIDs)\n131\t```\n132\t\n133\t## Go에서 DB 사용\n134\t\n135\t### 권장 라이브러리\n136\t| 라이브러리 | 용도 |\n137\t|-----------|------|\n138\t| `database/sql` | 표준 인터페이스 |\n139\t| `sqlx` | 구조체 매핑 확장 |\n140\t| `pgx` | PostgreSQL 네이티브 드라이버 |\n141\t| `goose` / `migrate` | 마이그레이션 관리 |\n142\t\n143\t## 체크리스트\n144\t\n145\t- [ ] 테이블/컬럼 명명 규칙 준수\n146\t- [ ] 마이그레이션 up/down 쌍 작성\n147\t- [ ] 대용량 테이블 변경 시 CONCURRENTLY 사용\n148\t- [ ] 자주 쓰는 쿼리에 인덱스 설정\n149\t- [ ] N+1 쿼리 방지\n150\t- [ ] soft delete 패턴 (deleted_at) 적용\n151\t"}]},"uuid":"dd3e7b60-abb5-44a9-aa2c-28b67c06ea9c","timestamp":"2026-06-04T22:01:18.239Z","sourceToolAssistantUUID":"1b7be686-8eab-428e-820c-c86e614b67f4","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
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{"parentUuid":"1d0fdeda-699b-47f9-a424-199b578efa6c","isSidechain":true,"promptId":"0fa15eda-982d-4e3a-912f-b40165be3d49","agentId":"abf7e4cdd729b8ef0","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_018ZTnupDjEx7uVrWC9ci2LM","type":"tool_result","content":"1\t---\n2\tname: ddd\n3\tdescription: Disciplined Design Development — 기존 코드 보존 우선 개발 방법론\n4\ttriggers:\n5\t  - ddd\n6\t  - disciplined\n7\t  - 기존 코드\n8\t  - 보존\n9\t  - legacy\n10\tcategory: methodology\n11\tlevel1_metadata: \"ANALYZE-PRESERVE-IMPROVE 사이클, 기존 동작 보존\"\n12\t---\n13\t\n14\t# DDD (Disciplined Design Development) Skill\n15\t\n16\t기존 코드의 동작을 분석하고 보존하면서 점진적으로 개선하는 방법론입니다.\n17\t\n18\t## ANALYZE-PRESERVE-IMPROVE 사이클\n19\t\n20\t### ANALYZE 단계: 기존 동작 분석\n21\t\n22\t변경 전에 반드시 현재 동작을 완전히 이해합니다:\n23\t\n24\t```\n25\t1. 코드 목적 파악 — 무엇을 하는 코드인가?\n26\t2. 호출자 파악 — 누가 이 코드를 사용하는가? (fan_in)\n27\t3. 사이드 이펙트 식별 — 어떤 부수 효과가 있는가?\n28\t4. 테스트 현황 파악 — 어떤 테스트가 존재하는가?\n29\t5. 경계 조건 파악 — 어떤 엣지 케이스가 있는가?\n30\t```\n31\t\n32\t도구 사용:\n33\t- `git log --follow -p [file]` — 변경 이력 확인\n34\t- `grep -r \"[function_name]\"` — 호출자 검색\n35\t- `go test -run [test_pattern] -v` — 기존 테스트 실행\n36\t\n37\t### PRESERVE 단계: 기존 동작 보존\n38\t\n39\t기존 동작을 테스트로 고정합니다 (Characterization Tests):\n40\t\n41\t```go\n42\t// 특성 테스트: 현재 동작을 그대로 문서화\n43\tfunc TestLegacyBehavior_CharacterizationTest(t *testing.T) {\n44\t    // 이 테스트는 현재 동작을 문서화한다\n45\t    // 동작이 \"올바른지\" 여부와 관계없이 현재 상태를 기록\n46\t    result := legacyFunction(existingInput)\n47\t    assert.Equal(t, knownOutput, result)\n48\t}\n49\t```\n50\t\n51\t금지 사항:\n52\t- 테스트 없이 인터페이스 변경 금지\n53\t- 기존 함수 시그니처 변경 금지 (새 함수 추가는 허용)\n54\t- 사이드 이펙트 제거 전 의존 코드 확인 필수\n55\t\n56\t### IMPROVE 단계: 점진적 개선\n57\t\n58\t작은 단계로 나누어 개선합니다:\n59\t\n60\t```\n61\t1. 최대 변환 크기: small (50줄 미만)\n62\t2. 각 변환 후 테스트 실행\n63\t3. 기존 동작 유지 확인\n64\t4. 리팩토링과 기능 변경 분리\n65\t```\n66\t\n67\t## 적용 패턴\n68\t\n69\t### Strangler Fig Pattern\n70\t기존 코드를 점진적으로 대체:\n71\t1. 새 구현체 병행 운영\n72\t2. 새 구현체로 트래픽 이전\n73\t3. 구 구현체 제거\n74\t\n75\t### Branch by Abstraction\n76\t인터페이스로 추상화하여 교체:\n77\t1. 인터페이스 추출\n78\t2. 신규 구현체 작성\n79\t3. 의존성 주입으로 교체\n80\t\n81\t## 완료 기준\n82\t\n83\t- [ ] 기존 테스트 모두 통과\n84\t- [ ] 특성 테스트 추가됨\n85\t- [ ] 변경 전후 동작 동일\n86\t- [ ] fan_in >= 3 함수에 @AX:ANCHOR 태그\n87\t"}]},"uuid":"02069688-4e9f-4fa5-aa5b-7edd0f68c6f2","timestamp":"2026-06-04T22:01:18.713Z","sourceToolAssistantUUID":"1d0fdeda-699b-47f9-a424-199b578efa6c","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"02069688-4e9f-4fa5-aa5b-7edd0f68c6f2","isSidechain":true,"agentId":"abf7e4cdd729b8ef0","message":{"model":"claude-sonnet-4-6","id":"msg_01R7Kvq4eyZH5BtzqU8yCoSU","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014RZoVDQA8xikKYpKyeucgb","name":"Read","input":{"file_path":"/home/lucas/.www/kakago/.claude/skills/autopus/debugging.md"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":33710,"cache_read_input_tokens":5841,"cache_creation":{"ephemeral_5m_input_tokens":33710,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbiyNh6G5KZEeXK6zhQkJ","attributionAgent":"reviewer","type":"assistant","uuid":"06702648-879c-494f-96b9-b970516beeee","timestamp":"2026-06-04T22:01:19.005Z","advisorModel":"claude-opus-4-8","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"06702648-879c-494f-96b9-b970516beeee","isSidechain":true,"promptId":"0fa15eda-982d-4e3a-912f-b40165be3d49","agentId":"abf7e4cdd729b8ef0","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014RZoVDQA8xikKYpKyeucgb","type":"tool_result","content":"1\t---\n2\tname: debugging\n3\tdescription: 체계적 디버깅 및 버그 수정 스킬\n4\ttriggers:\n5\t  - debug\n6\t  - debugging\n7\t  - bug\n8\t  - error\n9\t  - 버그\n10\t  - 에러\n11\t  - 디버그\n12\tcategory: quality\n13\tlevel1_metadata: \"재현 테스트 우선, 근본 원인 분석, 최소 수정\"\n14\t---\n15\t\n16\t# Debugging Skill\n17\t\n18\t버그를 체계적으로 재현하고 근본 원인을 분석하여 수정하는 스킬입니다.\n19\t\n20\t## 핵심 원칙\n21\t\n22\t**재현 테스트를 먼저 작성한다.** 수정 전에 버그를 재현하는 테스트를 작성하고, 수정 후 테스트가 통과하는지 확인합니다.\n23\t\n24\t## 디버깅 프로세스\n25\t\n26\t### 1단계: 버그 재현\n27\t\n28\t```\n29\t1. 버그 재현 조건 파악\n30\t   - 어떤 입력/상태에서 발생하는가?\n31\t   - 항상 발생하는가, 간헐적으로 발생하는가?\n32\t   - 특정 환경에서만 발생하는가?\n33\t\n34\t2. 재현 테스트 작성 (RED)\n35\t   - 가장 단순한 재현 케이스로 테스트 작성\n36\t   - 테스트가 실패하는지 확인\n37\t```\n38\t\n39\t```go\n40\t// 버그 재현 테스트 — 수정 전 FAIL, 수정 후 PASS\n41\tfunc TestBug_IssueNumber_ReproductionTest(t *testing.T) {\n42\t    // Given: 버그 발생 조건\n43\t    // When: 버그 트리거 동작\n44\t    // Then: 기대한 동작 (현재는 실패)\n45\t}\n46\t```\n47\t\n48\t### 2단계: 근본 원인 분석\n49\t\n50\t도구 활용:\n51\t```bash\n52\t# Go: 레이스 컨디션 탐지\n53\tgo test -race ./...\n54\t\n55\t# 스택 트레이스 분석\n56\tgo test -v -run TestBug 2>&1\n57\t\n58\t# pprof 프로파일링\n59\tgo test -cpuprofile cpu.out -memprofile mem.out\n60\t```\n61\t\n62\t근본 원인 분류:\n63\t- **로직 오류**: 조건문, 계산 실수\n64\t- **경계 조건**: 빈 입력, 최대값, 최소값\n65\t- **동시성**: 레이스 컨디션, 데드락\n66\t- **타입/변환**: 오버플로우, nil 포인터\n67\t- **외부 의존성**: API 변경, 설정 오류\n68\t\n69\t### 3단계: 최소 수정\n70\t\n71\t```\n72\t원칙:\n73\t- 버그 수정에만 집중 (리팩토링 금지)\n74\t- 가능한 한 작은 변경\n75\t- 사이드 이펙트 최소화\n76\t```\n77\t\n78\t### 4단계: 검증\n79\t\n80\t```bash\n81\t# 재현 테스트 통과 확인\n82\tgo test -run TestBug -v\n83\t\n84\t# 회귀 테스트 실행\n85\tgo test ./...\n86\t\n87\t# 레이스 컨디션 재확인\n88\tgo test -race ./...\n89\t```\n90\t\n91\t## 체크리스트\n92\t\n93\t- [ ] 버그 재현 테스트 작성 및 FAIL 확인\n94\t- [ ] 근본 원인 파악\n95\t- [ ] 최소 수정 적용\n96\t- [ ] 재현 테스트 PASS 확인\n97\t- [ ] 전체 테스트 스위트 통과\n98\t- [ ] 커밋 메시지에 버그 이슈 번호 포함\n99\t"}]},"uuid":"96a6b932-b824-407e-a698-08bbe47ba759","timestamp":"2026-06-04T22:01:19.026Z","sourceToolAssistantUUID":"06702648-879c-494f-96b9-b970516beeee","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"96a6b932-b824-407e-a698-08bbe47ba759","isSidechain":true,"agentId":"abf7e4cdd729b8ef0","message":{"model":"claude-sonnet-4-6","id":"msg_01YAXd8FyqrsNWaLD5QVJDvu","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me gather line counts and check for references:"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":14256,"cache_read_input_tokens":39551,"cache_creation":{"ephemeral_5m_input_tokens":14256,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbiyPEshsFzRkZP4nHPTo","attributionAgent":"reviewer","type":"assistant","uuid":"598233c5-1f08-4844-9e63-acdfde3a5994","timestamp":"2026-06-04T22:01:22.666Z","advisorModel":"claude-opus-4-8","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
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{"parentUuid":"503af1f3-e2cb-44b3-bdce-886ecc66ccc9","isSidechain":true,"agentId":"abf7e4cdd729b8ef0","message":{"model":"claude-sonnet-4-6","id":"msg_01YAXd8FyqrsNWaLD5QVJDvu","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01ALFxvZzSnoA7J2JFZLNvNZ","name":"Bash","input":{"command":"grep -r \"browser-automation\\|ci-cd\\|competitive-analysis\\|context-search\\|database\\|ddd\\|debugging\" /home/lucas/.www/kakago/.claude/agents/ /home/lucas/.www/kakago/.claude/skills/auto/SKILL.md 2>/dev/null | grep -v \"Binary\" | head -60","description":"Check which skill files are referenced in agents and SKILL.md"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":14256,"cache_read_input_tokens":39551,"output_tokens":388,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":14256},"inference_geo":"not_available","iterations":[{"input_tokens":1,"output_tokens":388,"cache_read_input_tokens":39551,"cache_creation_input_tokens":14256,"cache_creation":{"ephemeral_5m_input_tokens":14256,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbiyPEshsFzRkZP4nHPTo","attributionAgent":"reviewer","type":"assistant","uuid":"faa29b77-174f-4694-99a9-d9675042bf2b","timestamp":"2026-06-04T22:01:26.473Z","advisorModel":"claude-opus-4-8","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"faa29b77-174f-4694-99a9-d9675042bf2b","isSidechain":true,"promptId":"0fa15eda-982d-4e3a-912f-b40165be3d49","agentId":"abf7e4cdd729b8ef0","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01ALFxvZzSnoA7J2JFZLNvNZ","type":"tool_result","content":"/home/lucas/.www/kakago/.claude/agents/autopus/devops.md:  - ci-cd\n/home/lucas/.www/kakago/.claude/agents/autopus/executor.md:  - ddd\n/home/lucas/.www/kakago/.claude/agents/autopus/executor.md:  - debugging\n/home/lucas/.www/kakago/.claude/agents/autopus/explorer.md:  - context-search\n/home/lucas/.www/kakago/.claude/agents/autopus/debugger.md:  - debugging\n/home/lucas/.www/kakago/.claude/agents/autopus/deep-worker.md:  - debugging\n/home/lucas/.www/kakago/.claude/skills/auto/SKILL.md:@.claude/skills/autopus/browser-automation.md\n/home/lucas/.www/kakago/.claude/skills/auto/SKILL.md:All subsequent steps MUST use the detected backend's command syntax. See browser-automation.md skill for the command mapping table.\n/home/lucas/.www/kakago/.claude/skills/auto/SKILL.md:Based on the user's intent, interact with elements and verify results using the detected backend's command syntax. See browser-automation.md skill for the full command mapping.\n/home/lucas/.www/kakago/.claude/skills/auto/SKILL.md:@.claude/skills/autopus/debugging.md\n/home/lucas/.www/kakago/.claude/skills/auto/SKILL.md:Inject matching entries into the debugging context. Skip silently if none found.","is_error":false}]},"uuid":"d77d28b6-33a0-4881-b062-77e709bf75cc","timestamp":"2026-06-04T22:01:26.739Z","sourceToolAssistantUUID":"faa29b77-174f-4694-99a9-d9675042bf2b","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"d77d28b6-33a0-4881-b062-77e709bf75cc","isSidechain":true,"agentId":"abf7e4cdd729b8ef0","message":{"model":"claude-sonnet-4-6","id":"msg_01Vw9tmXL5qvbRwEwDGD9uAa","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_013mX3hWre458Det1KutXyRF","name":"Bash","input":{"command":"# Check for Go-specific content in each skill file\necho \"=== Go content in ci-cd.md ===\"\ngrep -n \"go \\|go\\.\\|\\.go\\|go test\\|go build\\|goreleas\\|golangci\\|setup-go\\|go-version\\|goreleaser\\|pgx\\|sqlx\\|goose\" /home/lucas/.www/kakago/.claude/skills/autopus/ci-cd.md\n\necho \"=== Go content in database.md ===\"\ngrep -n \"go \\|go\\.\\|\\.go\\|go test\\|go build\\|pgx\\|sqlx\\|goose\\|migrate\\|database/sql\\|BIGSERIAL\" /home/lucas/.www/kakago/.claude/skills/autopus/database.md\n\necho \"=== Go content in ddd.md ===\"\ngrep -n \"go \\|go\\.\\|\\.go\\|go test\\|\\.go\\b\" /home/lucas/.www/kakago/.claude/skills/autopus/ddd.md\n\necho \"=== Go content in debugging.md ===\"\ngrep -n \"go \\|go\\.\\|\\.go\\|go test\\|pprof\\|gotest\" /home/lucas/.www/kakago/.claude/skills/autopus/debugging.md","description":"Find Go-specific commands and references in skill files"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":999,"cache_read_input_tokens":53807,"cache_creation":{"ephemeral_5m_input_tokens":999,"ephemeral_1h_input_tokens":0},"output_tokens":46,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbiyPk86uGeyS8U3na1RK","attributionAgent":"reviewer","type":"assistant","uuid":"11b77a38-f64c-4b41-8ba1-2488857a63c6","timestamp":"2026-06-04T22:01:34.826Z","advisorModel":"claude-opus-4-8","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"11b77a38-f64c-4b41-8ba1-2488857a63c6","isSidechain":true,"promptId":"0fa15eda-982d-4e3a-912f-b40165be3d49","agentId":"abf7e4cdd729b8ef0","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_013mX3hWre458Det1KutXyRF","type":"tool_result","content":"=== Go content in ci-cd.md ===\n35:      - uses: actions/setup-go@v5\n37:          go-version-file: go.mod\n43:          key: ${{ runner.os }}-go-${{ hashFiles('go.sum') }}\n46:        run: go test -race -coverprofile=coverage.out ./...\n50:          COVERAGE=$(go tool cover -func=coverage.out | grep total | awk '{print $3}' | sed 's/%//')\n61:      - uses: golangci/golangci-lint-action@v6\n70:      - uses: actions/setup-go@v5\n72:          go-version-file: go.mod\n73:      - run: go build ./...\n94:      - uses: actions/setup-go@v5\n96:          go-version-file: go.mod\n98:      - uses: goreleaser/goreleaser-action@v6\n108:# .goreleaser.yml\n=== Go content in database.md ===\n48:    id          BIGSERIAL PRIMARY KEY,\n138:| `database/sql` | 표준 인터페이스 |\n139:| `sqlx` | 구조체 매핑 확장 |\n140:| `pgx` | PostgreSQL 네이티브 드라이버 |\n141:| `goose` / `migrate` | 마이그레이션 관리 |\n=== Go content in ddd.md ===\n35:- `go test -run [test_pattern] -v` — 기존 테스트 실행\n=== Go content in debugging.md ===\n53:go test -race ./...\n56:go test -v -run TestBug 2>&1\n58:# pprof 프로파일링\n59:go test -cpuprofile cpu.out -memprofile mem.out\n82:go test -run TestBug -v\n85:go test ./...\n88:go test -race ./...","is_error":false}]},"uuid":"54a0493b-a290-497c-8319-9a4f0b597afe","timestamp":"2026-06-04T22:01:35.043Z","sourceToolAssistantUUID":"11b77a38-f64c-4b41-8ba1-2488857a63c6","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
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{"parentUuid":"f1f6b99c-d935-4ad2-9168-035b11f22031","isSidechain":true,"agentId":"abf7e4cdd729b8ef0","message":{"model":"claude-sonnet-4-6","id":"msg_01Mpfq6TAneJFuW9FuFQfgRK","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01SNq9qKHcTnxwT9xn6Jx7dN","name":"Bash","input":{"command":"# Check what's in .github/workflows\nls /home/lucas/.www/kakago/.github/workflows/ 2>/dev/null\n\n# Check for competitive-analysis references\ngrep -r \"competitive-analysis\\|competitive\\|battlecard\" /home/lucas/.www/kakago/.claude/agents/ /home/lucas/.www/kakago/.claude/skills/auto/SKILL.md 2>/dev/null | head -20\n\n# Check for database skill references\ngrep -r \"database\\b\" /home/lucas/.www/kakago/.claude/agents/ /home/lucas/.www/kakago/.claude/skills/auto/SKILL.md 2>/dev/null | grep -v \"Binary\" | head -20\n\n# Check if context-search references .auto-continue.md exist anywhere\nfind /home/lucas/.www/kakago -name \".auto-continue.md\" 2>/dev/null | head -5","description":"Check workflows, orphan references, and .auto-continue.md existence"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1225,"cache_read_input_tokens":54806,"cache_creation":{"ephemeral_5m_input_tokens":1225,"ephemeral_1h_input_tokens":0},"output_tokens":54,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbiyQU4z8g9891hmKRcKL","attributionAgent":"reviewer","type":"assistant","uuid":"bb2704cc-ba28-4ebb-888c-fe7e2d8814c7","timestamp":"2026-06-04T22:01:41.583Z","advisorModel":"claude-opus-4-8","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
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{"parentUuid":"6a189d59-9fb0-425f-a368-3d889641e496","isSidechain":true,"agentId":"abf7e4cdd729b8ef0","message":{"model":"claude-sonnet-4-6","id":"msg_01Mpfq6TAneJFuW9FuFQfgRK","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014Fbi847dDyk7viUuvCe36Z","name":"Bash","input":{"command":"# Check actual project test framework\ngrep -i \"test\\|jest\\|vitest\\|playwright\\|cypress\" /home/lucas/.www/kakago/package.json | head -20\n\n# Check existing CI setup\ncat /home/lucas/.www/kakago/.github/workflows/*.yml 2>/dev/null | head -50 || echo \"No workflow files found\"\n\n# Check if project uses Prisma migrations or custom migrations\nls /home/lucas/.www/kakago/migrations/ 2>/dev/null | head -10","description":"Check project test framework and existing CI configuration"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1225,"cache_read_input_tokens":54806,"output_tokens":474,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1225},"inference_geo":"not_available","iterations":[{"input_tokens":1,"output_tokens":474,"cache_read_input_tokens":54806,"cache_creation_input_tokens":1225,"cache_creation":{"ephemeral_5m_input_tokens":1225,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbiyQU4z8g9891hmKRcKL","attributionAgent":"reviewer","type":"assistant","uuid":"e1359358-b1ae-4b37-885a-8543f9c3d92d","timestamp":"2026-06-04T22:01:43.874Z","advisorModel":"claude-opus-4-8","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"e1359358-b1ae-4b37-885a-8543f9c3d92d","isSidechain":true,"promptId":"0fa15eda-982d-4e3a-912f-b40165be3d49","agentId":"abf7e4cdd729b8ef0","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014Fbi847dDyk7viUuvCe36Z","type":"tool_result","content":"    \"test\": \"vitest run\",\n    \"test:watch\": \"vitest\",\n    \"test:coverage\": \"vitest run --coverage\",\n    \"@vitest/coverage-v8\": \"^4.1.5\",\n    \"playwright\": \"^1.59.1\",\n    \"vitest\": \"^4.1.5\"\n# 카카고 CI — push/PR 시 단위 테스트 + 빌드 검증\nname: CI\n\non:\n  push:\n    branches: [master]\n  pull_request:\n    branches: [master]\n\n# 같은 브랜치에서 새 push 들어오면 옛 실행 취소 (분 절약)\nconcurrency:\n  group: ci-${{ github.ref }}\n  cancel-in-progress: true\n\njobs:\n  test:\n    name: Unit tests (vitest)\n    runs-on: ubuntu-latest\n    steps:\n      - uses: actions/checkout@v4\n      - uses: actions/setup-node@v4\n        with:\n          node-version: '22'\n          cache: 'npm'\n      - run: npm ci --no-audit --no-fund\n      - run: npm test\n\n  build:\n    name: Next.js build (webpack)\n    runs-on: ubuntu-latest\n    needs: test\n    # test 실패 시 build 안 돌려서 분 절약\n    steps:\n      - uses: actions/checkout@v4\n      - uses: actions/setup-node@v4\n        with:\n          node-version: '22'\n          cache: 'npm'\n      - run: npm ci --no-audit --no-fund\n      - name: Prisma generate\n        run: npx prisma generate\n      - name: Build (CI dummy env, sourcemap upload disabled)\n        env:\n          # 빌드만 통과시키기 위한 더미값 — 실제 런타임 의미 없음\n          DATABASE_URL: postgresql://ci:ci@localhost:5432/ci\n          NEXTAUTH_SECRET: ci-dummy-secret-not-for-runtime\n          NEXTAUTH_URL: http://localhost:3000\n          GOOGLE_CLIENT_ID: ci-dummy\n          GOOGLE_CLIENT_SECRET: ci-dummy\n          KAKAO_CLIENT_ID: ci-dummy","is_error":false}]},"uuid":"ca016839-6b19-48cd-bc43-4574602d25d3","timestamp":"2026-06-04T22:01:44.113Z","sourceToolAssistantUUID":"e1359358-b1ae-4b37-885a-8543f9c3d92d","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"ca016839-6b19-48cd-bc43-4574602d25d3","isSidechain":true,"agentId":"abf7e4cdd729b8ef0","message":{"model":"claude-sonnet-4-6","id":"msg_0137gnyPCMqUDdYFTAhQHvAp","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01D17RkK8xjJ19hwtVbrxTup","name":"Bash","input":{"command":"# Check migrations directory\nls /home/lucas/.www/kakago/migrations/ 2>/dev/null | head -10\n\n# Check if any agent references database skill\ngrep -r \"database\" /home/lucas/.www/kakago/.claude/agents/ 2>/dev/null | head -10\n\n# Check if Playwright is used in CI or tests\ngrep -r \"playwright\" /home/lucas/.www/kakago/.github/ /home/lucas/.www/kakago/package.json 2>/dev/null | head -10\n\n# Check auto terminal detect command actually exists\nauto terminal detect 2>/dev/null || echo \"auto terminal detect: command failed or not implemented\"","description":"Check migration format, database skill references, Playwright CI usage, and auto terminal detect"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1116,"cache_read_input_tokens":56031,"output_tokens":238,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1116},"inference_geo":"not_available","iterations":[{"input_tokens":1,"output_tokens":238,"cache_read_input_tokens":56031,"cache_creation_input_tokens":1116,"cache_creation":{"ephemeral_5m_input_tokens":1116,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbiyR2QvEAQmhRuJpju2U","attributionAgent":"reviewer","type":"assistant","uuid":"45e2b960-aaf0-46de-a993-b648a0562187","timestamp":"2026-06-04T22:01:49.592Z","advisorModel":"claude-opus-4-8","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
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{"parentUuid":"509c9d49-9fe7-493f-b35d-d5c744bd4c7e","isSidechain":true,"agentId":"abf7e4cdd729b8ef0","message":{"model":"claude-sonnet-4-6","id":"msg_019vW2v7uWpTfstdi5ghzG4d","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01F6Db1t3ce9FQTJ23b8GDEQ","name":"Bash","input":{"command":"ls /home/lucas/.www/kakago/migrations/ 2>/dev/null | head -10 || echo \"migrations dir empty or not found\"\n\n# Check Prisma migration style\nls /home/lucas/.www/kakago/prisma/migrations/ 2>/dev/null | head -10 || echo \"prisma/migrations not found\"\n\n# Confirm what agents reference\nls /home/lucas/.www/kakago/.claude/agents/autopus/\ncat /home/lucas/.www/kakago/.claude/agents/autopus/executor.md | head -20","description":"Check migration directory structure and executor agent frontmatter"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":278,"cache_read_input_tokens":57147,"output_tokens":209,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":278},"inference_geo":"not_available","iterations":[{"input_tokens":1,"output_tokens":209,"cache_read_input_tokens":57147,"cache_creation_input_tokens":278,"cache_creation":{"ephemeral_5m_input_tokens":278,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbiyRT8TooNSmRNCHpQEc","attributionAgent":"reviewer","type":"assistant","uuid":"725206d6-be1a-415d-8166-d2298a526ad9","timestamp":"2026-06-04T22:01:54.217Z","advisorModel":"claude-opus-4-8","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"725206d6-be1a-415d-8166-d2298a526ad9","isSidechain":true,"promptId":"0fa15eda-982d-4e3a-912f-b40165be3d49","agentId":"abf7e4cdd729b8ef0","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01F6Db1t3ce9FQTJ23b8GDEQ","type":"tool_result","content":"0_init\n20260416141207_add_paid_at_to_trip\n20260416_tr001_v2_schema\n20260504000000_add_plan_fields\n20260510071313_add_performance_indexes\n20260510094839_add_consent_and_cascade\n20260510112911_add_admin_audit_log\n20260510144923_add_push_subscription\n20260510173142_add_manager_role_and_permissions\n20260510183209_add_last_login_at\nannotator.md\narchitect.md\ndebugger.md\ndeep-worker.md\ndevops.md\nexecutor.md\nexplorer.md\nfrontend-specialist.md\nperf-engineer.md\nplanner.md\nreviewer.md\nsecurity-auditor.md\nspec-writer.md\ntester.md\nux-validator.md\nvalidator.md\n---\nname: executor\ndescription: TDD/DDD 기반 코드 구현 전문 에이전트. SPEC과 요구사항을 받아 테스트와 구현 코드를 작성한다.\nmodel: sonnet\neffort: medium\ntools: Read, Write, Edit, Grep, Glob, Bash, TodoWrite\npermissionMode: acceptEdits\nmaxTurns: 50\nskills:\n  - tdd\n  - ddd\n  - debugging\n  - ast-refactoring\n---\n\n# Executor Agent\n\nTDD 또는 DDD 방법론에 따라 코드를 구현하는 에이전트입니다.\n\n## Identity","is_error":false}]},"uuid":"ea51ae3e-0194-4214-b193-08f14352fa9b","timestamp":"2026-06-04T22:01:54.426Z","sourceToolAssistantUUID":"725206d6-be1a-415d-8166-d2298a526ad9","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"ea51ae3e-0194-4214-b193-08f14352fa9b","isSidechain":true,"agentId":"abf7e4cdd729b8ef0","message":{"model":"claude-sonnet-4-6","id":"msg_01BefNatBKhEpMDSzJPao7va","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_019Sx6hnGDRTSLzFnyfiajWB","name":"Bash","input":{"command":"# Check Prisma migration format vs SQL migration format\nls /home/lucas/.www/kakago/prisma/migrations/ 2>/dev/null | head -5 || echo \"No prisma/migrations\"\n\n# Check migrations directory format\nls /home/lucas/.www/kakago/migrations/0_init/ 2>/dev/null | head -5\n\n# Check if project uses raw SQL migrations or Prisma\nhead -5 /home/lucas/.www/kakago/migrations/0_init/* 2>/dev/null | head -20\n\n# Check if competitive-analysis is referenced anywhere at all\ngrep -r \"competitive-analysis\\|competitive_analysis\" /home/lucas/.www/kakago/.claude/ 2>/dev/null | grep -v \"Binary file\" | head -10","description":"Check migration format used and competitive-analysis orphan check"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":607,"cache_read_input_tokens":57425,"cache_creation":{"ephemeral_5m_input_tokens":607,"ephemeral_1h_input_tokens":0},"output_tokens":39,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbiyRnVY3dC46DfeD7yf6","attributionAgent":"reviewer","type":"assistant","uuid":"1be52946-1dc3-4e5e-a8bb-e9c4b488932e","timestamp":"2026-06-04T22:01:59.299Z","advisorModel":"claude-opus-4-8","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
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{"parentUuid":"9cc7ae25-5c23-4c1e-af64-1b049c479c12","isSidechain":true,"agentId":"abf7e4cdd729b8ef0","message":{"model":"claude-sonnet-4-6","id":"msg_01RYX6QxtZsDkgv4M8kNJ6dK","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01H1YmsBfbFnNF7KjV2LteDZ","name":"Bash","input":{"command":"# Confirm migration file format\nls /home/lucas/.www/kakago/migrations/0_init/\nfile_path=$(ls /home/lucas/.www/kakago/migrations/0_init/ | head -1)\nhead -5 \"/home/lucas/.www/kakago/migrations/0_init/$file_path\" 2>/dev/null\n\n# Check if project uses `npx prisma migrate` or raw SQL tool\ngrep -r \"prisma migrate\\|migrate\\|goose\\|sql-migrate\" /home/lucas/.www/kakago/package.json 2>/dev/null | head -5","description":"Inspect migration file format and check Prisma migrate usage"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":403,"cache_read_input_tokens":58032,"output_tokens":222,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":403},"inference_geo":"not_available","iterations":[{"input_tokens":1,"output_tokens":222,"cache_read_input_tokens":58032,"cache_creation_input_tokens":403,"cache_creation":{"ephemeral_5m_input_tokens":403,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbiySAHiZ2s2xjPSCL1Q1","attributionAgent":"reviewer","type":"assistant","uuid":"ec326cfa-f71d-4030-939f-b476fe6604c6","timestamp":"2026-06-04T22:02:04.058Z","advisorModel":"claude-opus-4-8","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
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{"parentUuid":"bb9cf4f9-0543-4aaa-b41d-0264b1cd9c08","isSidechain":true,"agentId":"abf7e4cdd729b8ef0","message":{"model":"claude-sonnet-4-6","id":"msg_01MeFPJDu5TVFCB7LuF5ahZD","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01UuaigFJBVxyKWqktTAUeVW","name":"Bash","input":{"command":"find /home/lucas/.www/kakago/migrations -type f | head -10\ngrep -i \"migrate\\|prisma\" /home/lucas/.www/kakago/package.json | head -10","description":"Find migration files and check package.json for Prisma migrate commands"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":287,"cache_read_input_tokens":58435,"output_tokens":128,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":287},"inference_geo":"not_available","iterations":[{"input_tokens":1,"output_tokens":128,"cache_read_input_tokens":58435,"cache_creation_input_tokens":287,"cache_creation":{"ephemeral_5m_input_tokens":287,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbiySWb6vAc5xCd4wF9xP","attributionAgent":"reviewer","type":"assistant","uuid":"f09b632c-4a63-4ff5-9ef0-4a441a8b0a9d","timestamp":"2026-06-04T22:02:07.447Z","advisorModel":"claude-opus-4-8","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"f09b632c-4a63-4ff5-9ef0-4a441a8b0a9d","isSidechain":true,"promptId":"0fa15eda-982d-4e3a-912f-b40165be3d49","agentId":"abf7e4cdd729b8ef0","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01UuaigFJBVxyKWqktTAUeVW","type":"tool_result","content":"bfs: error: /home/lucas/.www/kakago/migrations: No such file or directory.\n    \"@prisma/client\": \"5.22.0\",\n    \"prisma\": \"5.22.0\",","is_error":false}]},"uuid":"49437a61-3eba-4eef-8039-6eeab3b59f65","timestamp":"2026-06-04T22:02:07.685Z","sourceToolAssistantUUID":"f09b632c-4a63-4ff5-9ef0-4a441a8b0a9d","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
{"parentUuid":"49437a61-3eba-4eef-8039-6eeab3b59f65","isSidechain":true,"agentId":"abf7e4cdd729b8ef0","message":{"model":"claude-sonnet-4-6","id":"msg_01EFiFWw3hM7sZ8jNo5FrnWo","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01BD3gkskDCQy7rxLZWshN6M","name":"Bash","input":{"command":"# migrations dir doesn't exist - check prisma/migrations\nfind /home/lucas/.www/kakago/prisma -type f | head -20\n\n# Check if context-search triggers are too broad (\"작업 재개\" is very common)\n# Check if there are existing .auto-continue.md files in project history\ngit -C /home/lucas/.www/kakago log --oneline --all -- \".auto-continue.md\" 2>/dev/null | head -5 || echo \"No .auto-continue.md history\"\n\n# Check ddd.md @AX:ANCHOR reference vs actual @AX usage in project\ngrep -r \"@AX:ANCHOR\" /home/lucas/.www/kakago/src /home/lucas/.www/kakago/app /home/lucas/.www/kakago/lib 2>/dev/null | wc -l","description":"Check Prisma migrations directory and AX annotation usage"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":191,"cache_read_input_tokens":58722,"output_tokens":277,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":191},"inference_geo":"not_available","iterations":[{"input_tokens":1,"output_tokens":277,"cache_read_input_tokens":58722,"cache_creation_input_tokens":191,"cache_creation":{"ephemeral_5m_input_tokens":191,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbiySmDvLCYVwrKARAyGb","attributionAgent":"reviewer","type":"assistant","uuid":"fec848d7-fe7f-4073-bdaf-5b4b441f2654","timestamp":"2026-06-04T22:02:13.278Z","advisorModel":"claude-opus-4-8","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}
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{"parentUuid":"a1e41fb1-08a8-4ba3-8d18-23923c28f0db","isSidechain":true,"agentId":"abf7e4cdd729b8ef0","message":{"model":"claude-sonnet-4-6","id":"msg_01BbGKB8vAyy1EwptXXMQRt3","type":"message","role":"assistant","content":[{"type":"text","text":"Now I have all the evidence needed. Here is the full report:\n\n---\n\n**[browser-automation]**\n- 경로: `.claude/skills/autopus/browser-automation.md`\n- 현재 목적: cmux browser / agent-browser CLI 백엔드를 자동 감지하여 브라우저를 조작하는 워크플로우 가이드\n- 발견한 문제:\n  1. **cmux / agent-browser 미설치** — `which cmux`, `which agent-browser` 둘 다 `not found`. 핵심 백엔드가 이 환경에 존재하지 않는다. 실행 가능한 절차가 아니라 사문화된 레퍼런스다.\n  2. **340줄로 하드 리밋(300줄) 초과** — 명령어 레퍼런스가 cmux/agent-browser 두 벌로 반복 서술되어 본문을 팽창시킨다.\n  3. **Playwright는 설치되어 있으나(package.json `playwright ^1.59.1`) 이 스킬에서는 보조 선택지로만 언급** — 실제 프로젝트 도구가 역전되어 있다.\n  4. `auto terminal detect` 명령은 `tmux`를 반환하므로 폴백 backend(agent-browser)가 선택되나, agent-browser 자체가 없다. detect → fallback → 없음 의 죽은 경로다.\n  5. SKILL.md가 이 파일을 직접 `@`-import하므로 완전히 삭제하면 SKILL.md 수정도 수반된다.\n- 근거: `wc -l` → 340줄; `which cmux` → not found; `which agent-browser` → not found; `auto terminal detect` → \"tmux\"; package.json에 `playwright ^1.59.1` 존재; SKILL.md에 `@.claude/skills/autopus/browser-automation.md` 참조 확인.\n- 추천 조치: SHRINK (cmux/agent-browser 이중 표 제거, Playwright 네이티브 워크플로우로 교체, 300줄 이하로 축소)\n- 옮긴다면 추천 위치: 현 위치 유지, 본문을 Playwright 중심으로 재작성\n- 변경 시 위험도: medium (SKILL.md `@`-import 수정 필요)\n- 신뢰도: high\n- /harness-diet 자동 처리 가능 여부: 불가 (내용 교체가 필요하므로 사람 검토 필요)\n\n---\n\n**[ci-cd]**\n- 경로: `.claude/skills/autopus/ci-cd.md`\n- 현재 목적: GitHub Actions CI/CD 파이프라인 템플릿 제공\n- 발견한 문제:\n  1. **전체 내용이 Go 전용** — `setup-go@v5`, `go-version-file: go.mod`, `go test -race`, `golangci-lint-action`, `go build`, GoReleaser, `.goreleaser.yml` 전부 Go. 이 프로젝트에 `go.mod`는 존재하지 않는다.\n  2. **실제 CI(`.github/workflows/ci.yml`)와 내용 불일치** — 실제 CI는 `setup-node@v4` + `npm ci` + `vitest` + `npx prisma generate` + Next.js 빌드 구조. 스킬 본문을 그대로 적용하면 완전히 다른 파이프라인이 생성된다.\n  3. **GoReleaser 섹션(109~133줄)**은 Next.js 앱 배포와 관계없다.\n  4. devops.md 에이전트가 이 스킬을 참조(`ci-cd`)하므로 삭제 시 에이전트 수정 필요.\n- 근거: `grep` → ci-cd.md 전체에서 `go`/`Go` 관련 명령 13개 발견; 실제 `.github/workflows/ci.yml` 파일은 Node 22 + vitest + Prisma 구조 확인; `go.mod` 미존재 확인.\n- 추천 조치: SHRINK (Go 관련 내용 전부 제거, 실제 프로젝트 스택인 Node/vitest/Prisma/Next.js 기반으로 교체)\n- 옮긴다면 추천 위치: 현 위치 유지, 내용 교체\n- 변경 시 위험도: low (devops.md 에이전트의 skills 참조는 스킬명 변경 없이 내용만 바꿔도 무관)\n- 신뢰도: high\n- /harness-diet 자동 처리 가능 여부: 불가 (내용 재작성 필요)\n\n---\n\n**[competitive-analysis]**\n- 경로: `.claude/skills/autopus/competitive-analysis.md`\n- 현재 목적: SWOT, Porter's Five Forces, Battlecard 생성\n- 발견한 문제:\n  1. **어떤 에이전트도 직접 참조하지 않는 준-고아** — `grep -r \"competitive-analysis\" .claude/agents/` 결과 없음. `product-discovery.md` 스킬에서만 \"연계\" 언급으로 나타나며, 어떤 에이전트도 skills 목록에 포함하지 않는다.\n  2. **전략/경영 분석 도구로, 코드 작업 중 오발동 위험 낮음** — triggers(`competitive`, `swot`, `battlecard`)는 좁아서 과발동 위험은 작다.\n  3. **프로젝트와 실제 연관성이 낮음** — 화물/운송 SaaS 운영 도구 프로젝트에서 경쟁사 분석이 반복적으로 요청되는 패턴이 없다. `product-discovery.md`의 1회성 참조가 사용의 전부로 보인다.\n  4. 111줄, 분리 필요 없음.\n- 근거: `grep -r \"competitive-analysis\" .claude/agents/` → 결과 없음; `.claude/skills/autopus/product-discovery.md` 에서 1회 mention 확인; 어떤 agent의 skills 배열에도 포함 안 됨.\n- 추천 조치: KEEP (단, product-discovery.md 에이전트가 없거나 사용 패턴이 확인 안 되면 장기적으로 DELETE 검토 대상)\n- 옮긴다면 추천 위치: 해당 없음\n- 변경 시 위험도: low\n- 신뢰도: medium (product-discovery 스킬이 연계를 선언하지만 실제 호출 빈도는 확인 불가)\n- /harness-diet 자동 처리 가능 여부: 불가 (사용 빈도 판단은 사람 결정 필요)\n\n---\n\n**[context-search]**\n- 경로: `.claude/skills/autopus/context-search.md`\n- 현재 목적: 이전 Claude Code 세션 컨텍스트 검색 및 작업 재개\n- 발견한 문제:\n  1. **`.auto-continue.md` 파일이 이 프로젝트에 존재한 적 없음** — `git log -- \".auto-continue.md\"` 결과 없음. 스킬의 핵심 의존 경로(2단계)가 실제로 생성·사용된 증거가 없다.\n  2. **세션 인덱스 검색 경로(`~/.claude/projects/`)는 Claude Code 내부 경로** — 에이전트에서 직접 실행하면 환경 의존성이 높고, 결과가 없을 경우 조용히 실패한다.\n  3. **triggers가 매우 넓음** — `\"작업 재개\"`, `\"이전 세션\"` 은 일상적인 한국어 표현. 관련 없는 요청에서도 오발동 가능성이 있다.\n  4. explorer.md 에이전트가 이 스킬을 참조하므로 실제 사용 경로는 존재한다.\n  5. 89줄, 분리 불필요.\n- 근거: `git log --all -- \".auto-continue.md\"` → 기록 없음; `grep -r \"context-search\" .claude/agents/` → `explorer.md`에서 참조 확인; 스킬 3단계가 `~/.claude/projects/` grep 명령에 의존.\n- 추천 조치: SHRINK (`.auto-continue.md` 2단계를 \"선택적 확인\"으로 약화, triggers를 `\"이전 세션 재개\"`, `\"작업 연속\"`처럼 구체화)\n- 옮긴다면 추천 위치: 현 위치 유지\n- 변경 시 위험도: low\n- 신뢰도: medium\n- /harness-diet 자동 처리 가능 여부: 가능 (trigger 문자열 수정은 자동 처리 가능)\n\n---\n\n**[database]**\n- 경로: `.claude/skills/autopus/database.md`\n- 현재 목적: DB 스키마 설계, 마이그레이션 관리, 쿼리 최적화\n- 발견한 문제:\n  1. **\"Go에서 DB 사용\" 섹션(133~151줄)이 이 프로젝트와 무관** — `database/sql`, `sqlx`, `pgx`, `goose`/`migrate` 라이브러리 전부 Go 전용. 프로젝트는 Prisma ORM을 사용한다(`@prisma/client 5.22.0`).\n  2. **마이그레이션 파일 구조(migrations/ 패턴)가 실제와 불일치** — 실제 프로젝트는 `prisma/migrations/YYYYMMDD_xxx/migration.sql` 형태이지만 스킬은 `001_create_users.up.sql` / `.down.sql` 패턴(goose/migrate 컨벤션)을 제시한다.\n  3. **어떤 에이전트도 `database` 스킬을 skills 목록에 포함하지 않음** — `grep -r \"database\" .claude/agents/` → 결과 없음. 고아다.\n  4. SQL 원칙(정규화, EXPLAIN, 인덱스)은 프로젝트-중립적으로 유효하다.\n  5. 150줄, 분리 필요 없음.\n- 근거: `grep -n \"go \\|pgx\\|sqlx\\|goose\" database.md` → 10개 라인 확인; `prisma/migrations/` 디렉토리 구조 확인; `grep -r \"database\" .claude/agents/` → 결과 없음; package.json `@prisma/client 5.22.0` 확인.\n- 추천 조치: SHRINK (\"Go에서 DB 사용\" 섹션 제거, Prisma migrate + `prisma/migrations/` 패턴으로 교체, 에이전트 1개에 skills 항목 추가 권고)\n- 옮긴다면 추천 위치: 현 위치 유지\n- 변경 시 위험도: low\n- 신뢰도: high\n- /harness-diet 자동 처리 가능 여부: 불가 (Prisma 섹션 신규 작성 필요)\n\n---\n\n**[ddd]**\n- 경로: `.claude/skills/autopus/ddd.md`\n- 현재 목적: 기존 코드 보존 우선 점진적 개선 방법론(ANALYZE-PRESERVE-IMPROVE)\n- 발견한 문제:\n  1. **Go 코드 예시와 `go test` 명령이 이 프로젝트에서 실행 불가** — 본문 코드 예시(`func TestLegacyBehavior_CharacterizationTest(t *testing.T)`)와 `go test -run [test_pattern] -v` 명령이 Go 전용. 프로젝트는 TypeScript/vitest를 사용한다.\n  2. **방법론 자체(ANALYZE-PRESERVE-IMPROVE, Strangler Fig, Branch by Abstraction)는 언어 중립적으로 유효** — Go 예시만 교체하면 내용 전체가 살아난다.\n  3. **`fan_in >= 3 함수에 @AX:ANCHOR 태그` 체크리스트 항목** — 프로젝트 전체에서 `@AX:ANCHOR` 사용 횟수 0회(`grep -r \"@AX:ANCHOR\" src/ app/ lib/` → 0). @AX 어노테이션이 실제로 적용되고 있지 않다. 체크리스트 항목이 죽은 의무다.\n  4. executor.md가 이 스킬을 참조하므로 활성 사용 경로는 있다.\n  5. 86줄, 분리 불필요.\n- 근거: `grep -n \"go test\\|\\.go\\b\" ddd.md` → 2개 라인; executor.md `skills: [tdd, ddd, debugging, ast-refactoring]` 확인; `grep -r \"@AX:ANCHOR\" src/ app/ lib/` → 0건.\n- 추천 조치: SHRINK (Go 코드 예시를 TypeScript/vitest 예시로 교체, `@AX:ANCHOR` 체크리스트 항목을 실제 적용 여부에 따라 제거 또는 조건부로 변경)\n- 옮긴다면 추천 위치: 현 위치 유지\n- 변경 시 위험도: low\n- 신뢰도: high\n- /harness-diet 자동 처리 가능 여부: 불가 (예시 코드 재작성 필요)\n\n---\n\n**[debugging]**\n- 경로: `.claude/skills/autopus/debugging.md`\n- 현재 목적: 재현 테스트 우선 체계적 디버깅 프로세스\n- 발견한 문제:\n  1. **모든 명령과 코드 예시가 Go 전용** — `go test -race ./...`, `go test -v -run TestBug`, `go test -cpuprofile`, `pprof`, 버그 재현 테스트 예시(`func TestBug_IssueNumber...`)가 전부 Go. 이 프로젝트는 TypeScript + vitest다.\n  2. **방법론 자체(재현 테스트 먼저, 최소 수정, 회귀 테스트)는 언어 중립 원칙** — Go 전용 명령/예시를 교체하면 내용은 그대로 살아난다.\n  3. **debugger.md, executor.md, deep-worker.md 3개 에이전트가 이 스킬을 참조** — 가장 많이 참조된 스킬. 삭제 불가, 교체 우선순위 최상.\n  4. SKILL.md도 `@.claude/skills/autopus/debugging.md`로 직접 import.\n  5. 98줄, 분리 불필요.\n- 근거: `grep -n \"go test\\|pprof\\|go\\.\" debugging.md` → 8개 라인; `.claude/agents/autopus/debugger.md`, `executor.md`, `deep-worker.md` 모두 `debugging` 참조 확인; SKILL.md `@.claude/skills/autopus/debugging.md` 확인.\n- 추천 조치: SHRINK (Go 명령/예시를 TypeScript + vitest 명령으로 전면 교체. 예: `vitest run --reporter=verbose`, `vitest run --testNamePattern`, 재현 테스트를 `describe/it` 형태로 교체)\n- 옮긴다면 추천 위치: 현 위치 유지\n- 변경 시 위험도: medium (3개 에이전트 + SKILL.md가 참조. 내용이 Go로 남아 있으면 에이전트가 잘못된 명령을 생성할 가능성이 있다)\n- 신뢰도: high\n- /harness-diet 자동 처리 가능 여부: 불가 (코드 예시 및 명령어 전면 재작성 필요)\n\n---\n\n**요약 (7개 스킬 전체)**\n\n| 스킬 | 조치 | 주요 사유 |\n|------|------|-----------|\n| browser-automation | SHRINK | 340줄 초과, cmux/agent-browser 미설치, Playwright로 교체 필요 |\n| ci-cd | SHRINK | Go 전용 내용, 실제 CI(Node/vitest)와 완전 불일치 |\n| competitive-analysis | KEEP | 고아에 가깝지만 product-discovery 연계 선언, 내용 유효 |\n| context-search | SHRINK | .auto-continue.md 미사용, trigger 과범위 |\n| database | SHRINK | Go 라이브러리 섹션, goose 마이그레이션 패턴 — Prisma로 교체 필요, 에이전트 고아 |\n| ddd | SHRINK | Go 예시, @AX:ANCHOR 미사용 체크리스트 항목 |\n| debugging | SHRINK | Go 전용 명령/예시, 3개 에이전트가 참조하므로 교체 우선순위 최고 |\n\n**즉시 교체 우선순위 (위험도 × 참조 빈도):**\n1. `debugging.md` — 3 에이전트 + SKILL.md 참조, Go 명령이 실제 실행 시 오류 유발\n2. `ci-cd.md` — 실제 CI와 완전 역방향, devops 에이전트가 잘못된 YAML 생성 가능\n3. `browser-automation.md` — 줄 수 위반(340줄), 핵심 도구 미설치\n\n🐙 reviewer ─────────────────────\n  Verdict: REQUEST_CHANGES | Issues: 6개 (7스킬 중 6개 SHRINK)\n  다음: debugging.md → ci-cd.md → browser-automation.md 순으로 Go/미설치 도구 내용을 TypeScript/Node 스택으로 교체하고, database.md의 Go 라이브러리 섹션을 Prisma 패턴으로 대체할 것. competitive-analysis는 현 상태 유지."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":894,"cache_read_input_tokens":58913,"output_tokens":5412,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":894},"inference_geo":"not_available","iterations":[{"input_tokens":1,"output_tokens":5412,"cache_read_input_tokens":58913,"cache_creation_input_tokens":894,"cache_creation":{"ephemeral_5m_input_tokens":894,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbiyTC6tMuw3GuofUBDh7","attributionAgent":"reviewer","type":"assistant","uuid":"f5ffdb16-0c15-4032-b4ef-11beac786336","timestamp":"2026-06-04T22:04:14.667Z","advisorModel":"claude-opus-4-8","userType":"external","entrypoint":"cli","cwd":"/home/lucas/.www/kakago","sessionId":"a9e9d0a5-6a4e-4eea-a97c-682d89d5d4b7","version":"2.1.159","gitBranch":"master"}