{"id":24022,"date":"2025-11-17T07:51:28","date_gmt":"2025-11-17T07:51:28","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=24022"},"modified":"2025-11-17T07:51:28","modified_gmt":"2025-11-17T07:51:28","slug":"claude-code%e4%b8%80%e6%99%82%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%81%8b%e3%82%89skills%e3%81%b8%ef%bc%9a%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%83%ad%e3%82%b8%e3%83%83%e3%82%af%e6%8a%bd%e5%87%ba","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/24022\/","title":{"rendered":"Claude Code\u4e00\u6642\u30d5\u30a1\u30a4\u30eb\u304b\u3089Skills\u3078\uff1a\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u62bd\u51fa\u306e\u5b9f\u8df5\u30ac\u30a4\u30c9 | SIOS Tech. Lab"},"content":{"rendered":"\n<\/p>\n<div id=\"\">\n<h2 class=\"wp-block-heading\"><span id=\"hajimeni\">\u306f\u3058\u3081\u306b<\/span><\/h2>\n<p>\u3069\u3082\uff01Claude Code\u306b\u3079\u3063\u305f\u308a\u306a\u9f8d\u3061\u3083\u3093\u3067\u3059\u3002<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/tech-lab.sios.jp\/archives\/50208\" target=\"_blank\" rel=\"noopener\" title=\"\">\u524d\u56de\u306e\u8a18\u4e8b\u300cClaude Code\u306e\u4e00\u6642\u30d5\u30a1\u30a4\u30eb\u3067\u7206\u901f\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u691c\u8a3c\uff1aUI\u4e0d\u8981\u3067\u8981\u4ef6\u3092\u767a\u898b\u3059\u308b\u65b9\u6cd5\u300d<\/a>\u3067\u3001tmp\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u300c\u81ea\u7136\u8a00\u8a9e\u304b\u3089\u751f\u307e\u308c\u305f\u7d14\u7c8b\u306a\u8981\u4ef6\u300d\u3067\u3042\u308b\u3053\u3068\u3092\u8aac\u660e\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001<strong>\u5b9f\u969b\u306b\u3069\u3046\u3084\u3063\u3066tmp\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u89b3\u5bdf\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u3092\u62bd\u51fa\u3057\u3001CLI\u6a5f\u80fd\u3068\u3057\u3066\u6607\u683c\u3055\u305b\u308b\u304b<\/strong>\u3092\u3001\u5177\u4f53\u7684\u306a\u30b3\u30fc\u30c9\u4f8b\u3068\u3068\u3082\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h2 class=\"wp-block-heading\"><span id=\"TLDR\">TL;DR<\/span><\/h2>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u5206\u304b\u308b\u3053\u3068\uff1a<\/p>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li><strong>tmp\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5185\u8a2d\u5b9a\u65b9\u6cd5<\/strong>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u554f\u984c\u70b9\uff08OS\u306e\/tmp\u306b\u751f\u6210\u3055\u308c\u308b\uff09<\/li>\n<li>CLAUDE.md\u3067\u306e\u8a2d\u5b9a\u65b9\u6cd5<\/li>\n<li>tools\/\u914d\u4e0b\u306b\u914d\u7f6e\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u69cb\u6210\u3068tmp\u306e\u914d\u7f6e<\/strong>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>4\u5c64\u69cb\u9020\u306e\u5b9f\u88c5\uff08\u516c\u5f0fSDK \u2192 \u81ea\u4f5cClient \u2192 CLI \u2192 Skill\uff09<\/li>\n<li>tmp\u30b9\u30af\u30ea\u30d7\u30c8\u304cCLI\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b\u4ed5\u7d44\u307f<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b9f\u88c5\u3055\u308c\u305fCLI\u30b3\u30de\u30f3\u30c9\u4e00\u89a7<\/strong>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>posts, categories, hashtags, scheduled-posts, validate\u64cd\u4f5c<\/li>\n<li>Skills\u3067\u63d0\u4f9b\u3055\u308c\u308b\u6a5f\u80fd vs tmp\u3067\u88dc\u5b8c\u3055\u308c\u308b\u6a5f\u80fd<\/li>\n<\/ul>\n<\/li>\n<li><strong>tmp\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5177\u4f53\u4f8b<\/strong>\n<ul class=\"wp-block-list is-style-sango-list-simple\">\n<li>\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u30c1\u30a7\u30c3\u30af\u3001\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306e\u5b9f\u88c5<\/li>\n<li>DRY RUN\u30e2\u30fc\u30c9\u306b\u3088\u308b\u5b89\u5168\u6027\u78ba\u4fdd<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u62bd\u51fa\u306e\u5b9f\u88c5\u624b\u9806<\/strong>\n<ul class=\"wp-block-list is-style-sango-list-simple\">\n<li>tmp\u304b\u3089\u672c\u4f53\u30b3\u30fc\u30c9\u3078\u306e\u6607\u683c\u30d7\u30ed\u30bb\u30b9<\/li>\n<li>Operations\u5c64\u3001CLI\u5c64\u3001Skill\u5c64\u306e\u5b9f\u88c5<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u9031\u6b21\u30ec\u30d3\u30e5\u30fc\u306e\u5b9f\u8df5<\/strong>\n<ul class=\"wp-block-list is-style-sango-list-simple\">\n<li>\u983b\u51fa\u30d1\u30bf\u30fc\u30f3\u306e\u5206\u6790\u30b3\u30de\u30f3\u30c9<\/li>\n<li>docs\/research\/\u3078\u306e\u8a18\u9332\u65b9\u6cd5<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u74b0\u5883\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/strong>\n<ul class=\"wp-block-list is-style-sango-list-simple\">\n<li>Python\/uv\u74b0\u5883\u306e\u69cb\u7bc9<\/li>\n<li>TypeScript\u74b0\u5883\u306e\u69cb\u7bc9<\/li>\n<li>\u578b\u30d2\u30f3\u30c8\u306b\u3088\u308b\u54c1\u8cea\u5411\u4e0a<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>\u91cd\u8981\u306a\u524d\u63d0\u6761\u4ef6:<\/strong><\/p>\n<ul class=\"wp-block-list is-style-sango-list-yubi\">\n<li>\u300cClaude Code: \u516c\u5f0fMCP\u3092\u88dc\u5b8c\u3059\u308bSkills\u8a2d\u8a08\u30d1\u30bf\u30fc\u30f3\u300d\u3068\u524d\u56de\u306e\u8a18\u4e8b\u3092\u8aad\u3093\u3067\u3044\u308b<\/li>\n<li>Claude Code Skills\u306e\u57fa\u672c\u3092\u7406\u89e3\u3057\u3066\u3044\u308b<\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\"><span id=\"konna_renni_dundehoshii\">\u3053\u3093\u306a\u4eba\u306b\u8aad\u3093\u3067\u307b\u3057\u3044<\/span><\/h2>\n<p>\u2705 \u524d\u56de\u306e\u8a18\u4e8b\u3092\u8aad\u3093\u3067\u300c\u5b9f\u969b\u306b\u3069\u3046\u5b9f\u88c5\u3059\u308b\u306e\uff1f\u300d\u304c\u6c17\u306b\u306a\u3063\u305f\u4eba<br \/>\u2705 tmp\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u89b3\u5bdf\u3092\u59cb\u3081\u305f\u3044\u4eba<br \/>\u2705 \u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u62bd\u51fa\u306e\u5177\u4f53\u7684\u306a\u624b\u9806\u3092\u77e5\u308a\u305f\u3044\u4eba<br \/>\u2705 tmp\u304b\u3089CLI\u6a5f\u80fd\u3078\u306e\u6607\u683c\u30d7\u30ed\u30bb\u30b9\u3092\u5b66\u3073\u305f\u3044\u4eba<br \/>\u2705 \u74b0\u5883\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\uff08Python\/uv, TypeScript\uff09\u306e\u65b9\u6cd5\u3092\u77e5\u308a\u305f\u3044\u4eba<\/p>\n<h2 class=\"wp-block-heading\"><span id=\"tmpdirekutorinopurojekuto_nei_she_ding\">tmp\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5185\u8a2d\u5b9a<\/span><\/h2>\n<h3 class=\"wp-block-heading\"><span id=\"deforutono_wen_ti_dian\">\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u554f\u984c\u70b9<\/span><\/h3>\n<p>Claude Code\u306f\u8a2d\u5b9a\u306a\u3057\u3060\u3068OS\u306e<code>\/tmp<\/code>\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u751f\u6210\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u3053\u308c\u3060\u3068\uff1a<\/p>\n<ul class=\"wp-block-list is-style-sango-list-stitch-red\">\n<li>\u274c \u30ea\u30dd\u30b8\u30c8\u30ea\u5916\u306a\u306e\u3067\u7ba1\u7406\u3057\u306b\u304f\u3044<\/li>\n<li>\u274c OS\u306e\u518d\u8d77\u52d5\u3067\u6d88\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b<\/li>\n<li>\u274c \u4ed6\u306e\u958b\u767a\u8005\u3068\u5171\u6709\u3067\u304d\u306a\u3044<\/li>\n<li>\u274c \u5c65\u6b74\u304c\u6b8b\u3089\u306a\u3044<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><span id=\"jie_jue_ceripojitori_neitmpno_she_ding\">\u89e3\u6c7a\u7b56\uff1a\u30ea\u30dd\u30b8\u30c8\u30ea\u5185tmp\u306e\u8a2d\u5b9a<\/span><\/h3>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code># tmp\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u6210\nmkdir -p application\/tools\/tmp\n\n# .gitignore\u3067tmp\u306e\u4e2d\u8eab\u3092\u9664\u5916\uff08\u4efb\u610f\uff09\necho \"application\/tools\/tmp\/*.py\" &gt;&gt; .gitignore\n# \u307e\u305f\u306f\u3001\u89b3\u5bdf\u76ee\u7684\u3067\u610f\u56f3\u7684\u306b\u30b3\u30df\u30c3\u30c8\u3059\u308b\u5834\u5408\u306f\u9664\u5916\u3057\u306a\u3044<\/code><\/pre>\n<\/div>\n<h3 class=\"wp-block-heading\"><span id=\"CLAUDEmdni_zhi_shiwo_zhui_jia\">CLAUDE.md\u306b\u6307\u793a\u3092\u8ffd\u52a0<\/span><\/h3>\n<p>\u30ea\u30dd\u30b8\u30c8\u30ea\u30eb\u30fc\u30c8\u306e<code>CLAUDE.md<\/code>\u306b\u4ee5\u4e0b\u3092\u8ffd\u52a0\uff1a<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-md\" data-lang=\"Markdown\"><code>## Temporary Scripts Directory\n\n**IMPORTANT**: Always save temporary Python scripts to `application\/tools\/tmp\/` directory.\n\nWhen generating temporary scripts:\n1. Place them in `application\/tools\/tmp\/`\n2. Use descriptive filenames\n3. Include docstrings\n\nExample:\n```python\n# application\/tools\/tmp\/validate_data_integrity.py\n\"\"\"Temporary script to validate data integrity.\"\"\"\n```<\/code><\/pre>\n<\/div>\n<h3 class=\"wp-block-heading\"><span id=\"kono_she_dingnomeritto\">\u3053\u306e\u8a2d\u5b9a\u306e\u30e1\u30ea\u30c3\u30c8<\/span><\/h3>\n<ul class=\"wp-block-list is-style-sango-list-stitch-blue\">\n<li>\u2705 tmp\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u30ea\u30dd\u30b8\u30c8\u30ea\u5185\u3067\u7ba1\u7406\u3055\u308c\u308b<\/li>\n<li>\u2705 tools\/\u914d\u4e0b\u306a\u306e\u3067\u540c\u3058\u4f9d\u5b58\u95a2\u4fc2\uff08pyproject.toml\uff09\u3092\u4f7f\u3048\u308b<\/li>\n<li>\u2705 \u30c1\u30fc\u30e0\u5168\u4f53\u3067\u89b3\u5bdf\u53ef\u80fd<\/li>\n<li>\u2705 git\u3067\u5c65\u6b74\u7ba1\u7406\u3067\u304d\u308b\uff08\u5fc5\u8981\u306b\u5fdc\u3058\u3066\uff09<\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\"><span id=\"purojekuto_gou_chengtotmpno_pei_zhi\">\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u69cb\u6210\u3068tmp\u306e\u914d\u7f6e<\/span><\/h2>\n<h3 class=\"wp-block-heading\"><span id=\"direkutori_gou_zao\">\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u69cb\u9020<\/span><\/h3>\n<p>\u5b9f\u969b\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u69cb\u6210\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\uff1a<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>application\/tools\/\n\u251c\u2500\u2500 src\/\n\u2502   \u2514\u2500\u2500 supabase_client\/          # \u81ea\u4f5cClient\uff08\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\uff09\n\u2502       \u251c\u2500\u2500 models.py              # \u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u5b9a\u7fa9\n\u2502       \u251c\u2500\u2500 operations\/            # \u30c6\u30fc\u30d6\u30eb\u64cd\u4f5c\u30af\u30e9\u30b9\n\u2502       \u2502   \u251c\u2500\u2500 posts.py\n\u2502       \u2502   \u251c\u2500\u2500 categories.py\n\u2502       \u2502   \u251c\u2500\u2500 hashtags.py\n\u2502       \u2502   \u2514\u2500\u2500 ...\n\u2502       \u2514\u2500\u2500 cli.py                 # CLI\u30b3\u30de\u30f3\u30c9\u5b9f\u88c5\n\u251c\u2500\u2500 tmp\/                           # tmp\u30b9\u30af\u30ea\u30d7\u30c8\uff08\u3053\u3053\u91cd\u8981\uff01\uff09\n\u2502   \u251c\u2500\u2500 merge_duplicate_categories.py\n\u2502   \u251c\u2500\u2500 validate_orphaned_posts.py\n\u2502   \u251c\u2500\u2500 check_hashtags.py\n\u2502   \u251c\u2500\u2500 remove_hashtags_from_posts.py\n\u2502   \u2514\u2500\u2500 ...\n\u2514\u2500\u2500 pyproject.toml                 # \u4f9d\u5b58\u95a2\u4fc2\u7ba1\u7406<\/code><\/pre>\n<\/div>\n<h3 class=\"wp-block-heading\"><span id=\"nazeapplicationtoolstmpnanoka\">\u306a\u305c<code>application\/tools\/tmp\/<\/code>\u306a\u306e\u304b\uff1f<\/span><\/h3>\n<p>tmp\u3092<code>tools\/<\/code>\u914d\u4e0b\u306b\u914d\u7f6e\u3059\u308b\u3053\u3068\u3067\u3001<strong>tmp\u30b9\u30af\u30ea\u30d7\u30c8\u304cCLI\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5b9f\u88c5\u3055\u308c\u305f\u6a5f\u80fd\u3092\u305d\u306e\u307e\u307e\u5229\u7528\u3067\u304d\u308b<\/strong>\u3093\u3067\u3059\u3002<\/p>\n<p>\u5b9f\u969b\u306etmp\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e2d\u8eab\u3092\u898b\u3066\u307f\u308b\u3068\uff1a<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code># application\/tools\/tmp\/check_hashtags.py\nimport subprocess\nimport json\n\ndef get_all_post_uuids():\n    \"\"\"Get all post UUIDs from the database.\"\"\"\n    result = subprocess.run(\n        [\"uv\", \"run\", \"db\", \"posts\", \"list\", \"--limit\", \"1000\"],  # \u2190 CLI\u30b3\u30de\u30f3\u30c9\u3092\u547c\u3073\u51fa\u3059\n        capture_output=True,\n        text=True,\n        check=True,\n    )\n    # Extract UUIDs from output\n    # ...\n\ndef get_post_details(uuid):\n    \"\"\"Get post details by UUID.\"\"\"\n    result = subprocess.run(\n        [\"uv\", \"run\", \"db\", \"posts\", \"get\", uuid],  # \u2190 CLI\u30b3\u30de\u30f3\u30c9\u3092\u547c\u3073\u51fa\u3059\n        capture_output=True,\n        text=True,\n        check=True,\n    )\n    return json.loads(result.stdout)<\/code><\/pre>\n<\/div>\n<h3 class=\"wp-block-heading\"><span id=\"kono_gou_zaono_li_dian\">\u3053\u306e\u69cb\u9020\u306e\u5229\u70b9<\/span><\/h3>\n<ul class=\"wp-block-list is-style-sango-list-stitch-blue\">\n<li>\u2705 tmp\u30b9\u30af\u30ea\u30d7\u30c8\u304cCLI\u30c4\u30fc\u30eb\uff08<code>uv run db<\/code>\u30b3\u30de\u30f3\u30c9\uff09\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3048\u308b<\/li>\n<li>\u2705 \u4f9d\u5b58\u95a2\u4fc2\uff08pyproject.toml\uff09\u3092\u5171\u6709<\/li>\n<li>\u2705 Claude Code\u304c\u751f\u6210\u3059\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u3068\u672c\u4f53\u30b3\u30fc\u30c9\u304c\u540c\u3058\u74b0\u5883\u3067\u52d5\u4f5c<\/li>\n<li>\u2705 tmp\u3067\u691c\u8a3c\u3057\u305f\u30ed\u30b8\u30c3\u30af\u3092Operations\u5c64\u306b\u62bd\u51fa\u3057\u3084\u3059\u3044<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><span id=\"2tsunoapurochi\">2\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1<\/span><\/h3>\n<p>\u5b9f\u969b\u306b\u306f\u3001tmp\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5b9f\u88c5\u65b9\u6cd5\u306b\u306f2\u3064\u306e\u30d1\u30bf\u30fc\u30f3\u304c\u3042\u308a\u307e\u3059\uff1a<\/p>\n<p><strong>1. CLI\u30b3\u30de\u30f3\u30c9\u7d4c\u7531<\/strong>\uff08\u73fe\u5728\u306e\u5b9f\u88c5\uff09:<\/p>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li><code>subprocess.run([\"uv\", \"run\", \"db\", ...])<\/code>\u3067CLI\u3092\u547c\u3073\u51fa\u3059<\/li>\n<li>\u57fa\u672c\u64cd\u4f5c\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u8907\u96d1\u306a\u51e6\u7406\u3092\u5b9f\u73fe<\/li>\n<li>Claude Code\u304c\u81ea\u7136\u306b\u751f\u6210\u3059\u308b\u30d1\u30bf\u30fc\u30f3<\/li>\n<\/ul>\n<p><strong>2. \u76f4\u63a5\u30a4\u30f3\u30dd\u30fc\u30c8<\/strong>\uff08\u3088\u308a\u9032\u3093\u3060\u6bb5\u968e\uff09:<\/p>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li><code>from src.supabase_client import SupabaseClient<\/code>\u3067\u76f4\u63a5\u30a4\u30f3\u30dd\u30fc\u30c8<\/li>\n<li>Operations\u5c64\u306e\u30e1\u30bd\u30c3\u30c9\u3092\u76f4\u63a5\u547c\u3073\u51fa\u3059<\/li>\n<li>\u3088\u308a\u8907\u96d1\u306a\u30ed\u30b8\u30c3\u30af\u3092\u5b9f\u88c5\u3059\u308b\u969b\u306b\u6709\u7528<\/li>\n<\/ul>\n<p>\u3064\u307e\u308a\u3001tmp\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u300c\u4f7f\u3044\u6368\u3066\u300d\u3058\u3083\u306a\u304f\u3066\u3001<strong>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4e00\u90e8\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3066\u3044\u308b<\/strong>\u3093\u3067\u3059\u3002<\/p>\n<p>\u3053\u308c\u304c\u3001tmp\u30b9\u30af\u30ea\u30d7\u30c8\u304b\u3089\u672c\u4f53\u6a5f\u80fd\u3078\u306e\u6607\u683c\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u3067\u304d\u308b\u7406\u7531\u3067\u3082\u3042\u308a\u307e\u3059\u3002tmp\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u691c\u8a3c\u3057\u305f\u30ed\u30b8\u30c3\u30af\u3092\u3001\u305d\u306e\u307e\u307eOperations\u5c64\uff08<code>src\/supabase_client\/operations\/<\/code>\uff09\u306b\u79fb\u305b\u3070\u3044\u3044\u3060\u3051\u3067\u3059\u304b\u3089\u3002<\/p>\n<h2 class=\"wp-block-heading\"><span id=\"shi_zhuangsaretaCLIkomando_yi_lan\">\u5b9f\u88c5\u3055\u308c\u305fCLI\u30b3\u30de\u30f3\u30c9\u4e00\u89a7<\/span><\/h2>\n<p>\u7406\u89e3\u3092\u52a9\u3051\u308b\u305f\u3081\u306b\u3001\u5b9f\u969b\u306b\u5b9f\u88c5\u3055\u308c\u3066\u3044\u308bCLI\u30b3\u30de\u30f3\u30c9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002tmp\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u3001\u3053\u308c\u3089\u306e\u30b3\u30de\u30f3\u30c9\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u8907\u96d1\u306a\u51e6\u7406\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"tou_gao_posts_cao_zuo\">\u6295\u7a3f\uff08posts\uff09\u64cd\u4f5c<\/span><\/h3>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code># \u6295\u7a3f\u4e00\u89a7\u53d6\u5f97\nuv run db posts list [--limit N] [--blog-url URL] [--pattern N] [--category NAME] [--hashtag NAME]\n\n# \u6295\u7a3f\u8a73\u7d30\u53d6\u5f97\nuv run db posts get <uuid>\n\n# \u6295\u7a3f\u4f5c\u6210\nuv run db posts create --blog-url <url> --pattern  --content <text>\n\n# \u6295\u7a3f\u66f4\u65b0\nuv run db posts update <uuid> [--content TEXT] [--pattern N]\n\n# \u6295\u7a3f\u524a\u9664\nuv run db posts delete <uuid>\n\n# \u30d6\u30ed\u30b0URL\u4e00\u89a7\nuv run db posts urls\n\n# \u7d71\u8a08\u60c5\u5831\nuv run db posts stats<\/uuid><\/uuid><\/text><\/url><\/uuid><\/code><\/pre>\n<\/div>\n<h3 class=\"wp-block-heading\"><span id=\"kategoricategories_cao_zuo\">\u30ab\u30c6\u30b4\u30ea\uff08categories\uff09\u64cd\u4f5c<\/span><\/h3>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code># \u30ab\u30c6\u30b4\u30ea\u4e00\u89a7\nuv run db categories list\n\n# \u30ab\u30c6\u30b4\u30ea\u4f5c\u6210\nuv run db categories create <name>\n\n# \u7d71\u8a08\u60c5\u5831\nuv run db categories stats\n\n# \u91cd\u8907\u691c\u51fa\nuv run db categories find-duplicates\n\n# \u30ab\u30c6\u30b4\u30ea\u30de\u30fc\u30b8\nuv run db categories merge --to <id> --from <ids> [--dry-run]<\/ids><\/id><\/name><\/code><\/pre>\n<\/div>\n<h3 class=\"wp-block-heading\"><span id=\"hasshutaguhashtags_cao_zuo\">\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\uff08hashtags\uff09\u64cd\u4f5c<\/span><\/h3>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code># \u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u4e00\u89a7\nuv run db hashtags list\n\n# \u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u4f5c\u6210\nuv run db hashtags create <name>\n\n# \u7d71\u8a08\u60c5\u5831\nuv run db hashtags stats\n\n# \u91cd\u8907\u691c\u51fa\nuv run db hashtags find-duplicates\n\n# \u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u30de\u30fc\u30b8\nuv run db hashtags merge --to <id> --from <ids> [--dry-run]<\/ids><\/id><\/name><\/code><\/pre>\n<\/div>\n<h3 class=\"wp-block-heading\"><span id=\"yu_yue_tou_gao_scheduled-posts_cao_zuo\">\u4e88\u7d04\u6295\u7a3f\uff08scheduled-posts\uff09\u64cd\u4f5c<\/span><\/h3>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code># \u4e88\u7d04\u6295\u7a3f\u4e00\u89a7\nuv run db scheduled-posts list [--status <status>] [--today] [--limit N]\n\n# \u4e88\u7d04\u6295\u7a3f\u8a73\u7d30\nuv run db scheduled-posts get <uuid>\n\n# \u4e88\u7d04\u6295\u7a3f\u4f5c\u6210\nuv run db scheduled-posts create --text <text> --scheduled-date <iso8601> [--source-post-uuid <uuid>]\n\n# \u4e88\u7d04\u6295\u7a3f\u66f4\u65b0\nuv run db scheduled-posts update <uuid> [--status STATUS] [--scheduled-date DATE]\n\n# \u4e88\u7d04\u6295\u7a3f\u524a\u9664\nuv run db scheduled-posts delete <uuid\/><\/uuid><\/uuid><\/iso8601><\/text><\/uuid><\/status><\/code><\/pre>\n<\/div>\n<h3 class=\"wp-block-heading\"><span id=\"deta_jian_zheng_validate_cao_zuo\">\u30c7\u30fc\u30bf\u691c\u8a3c\uff08validate\uff09\u64cd\u4f5c<\/span><\/h3>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code># \u5b64\u7acb\u30ec\u30b3\u30fc\u30c9\u691c\u51fa\nuv run db validate orphaned<\/code><\/pre>\n<\/div>\n<h3 class=\"wp-block-heading\"><span id=\"Skillsde_ti_gongsareru_ji_nengno_te_zheng\">Skills\u3067\u63d0\u4f9b\u3055\u308c\u308b\u6a5f\u80fd\u306e\u7279\u5fb4<\/span><\/h3>\n<ul class=\"wp-block-list is-style-sango-list-simple\">\n<li>\u2705 <strong>\u57fa\u672cCRUD\u64cd\u4f5c<\/strong>: \u5358\u4e00\u30ec\u30b3\u30fc\u30c9\u306e\u4f5c\u6210\u30fb\u53d6\u5f97\u30fb\u66f4\u65b0\u30fb\u524a\u9664<\/li>\n<li>\u2705 <strong>\u30d5\u30a3\u30eb\u30bf\u6a5f\u80fd<\/strong>: \u30ab\u30c6\u30b4\u30ea\u3001\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u3001\u30d6\u30ed\u30b0URL\u3067\u306e\u7d5e\u308a\u8fbc\u307f<\/li>\n<li>\u2705 <strong>\u7d71\u8a08\u60c5\u5831<\/strong>: \u6295\u7a3f\u6570\u306e\u30ab\u30a6\u30f3\u30c8\u3001\u4f7f\u7528\u72b6\u6cc1\u306e\u53ef\u8996\u5316<\/li>\n<li>\u2705 <strong>\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0<\/strong>: \u91cd\u8907\u691c\u51fa\u3001\u5b64\u7acb\u30ec\u30b3\u30fc\u30c9\u691c\u51fa\u3001\u30de\u30fc\u30b8\u6a5f\u80fd<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><span id=\"Skillsde_ti_gongsareteinai_ji_neng_tmpsukuriputode_bu_wan\">Skills\u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u306a\u3044\u6a5f\u80fd\uff08\u2192tmp\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u88dc\u5b8c\uff09<\/span><\/h3>\n<ul class=\"wp-block-list is-style-sango-list-simple\">\n<li>\u274c <strong>\u8907\u96d1\u306a\u7d44\u307f\u5408\u308f\u305b\u51e6\u7406<\/strong>: \u8907\u6570\u30b3\u30de\u30f3\u30c9\u306e\u9023\u9396\u5b9f\u884c<\/li>\n<li>\u274c <strong>\u30ab\u30b9\u30bf\u30e0\u30d5\u30a3\u30eb\u30bf\u30ed\u30b8\u30c3\u30af<\/strong>: \u72ec\u81ea\u306e\u6761\u4ef6\u3067\u306e\u62bd\u51fa<\/li>\n<li>\u274c <strong>\u4e00\u62ec\u66f4\u65b0\u51e6\u7406<\/strong>: \u6761\u4ef6\u306b\u57fa\u3065\u3044\u305f\u8907\u6570\u30ec\u30b3\u30fc\u30c9\u306e\u66f4\u65b0<\/li>\n<li>\u274c <strong>\u30af\u30ed\u30b9\u30c1\u30a7\u30c3\u30af<\/strong>: \u8907\u6570\u30c6\u30fc\u30d6\u30eb\u6a2a\u65ad\u3067\u306e\u6574\u5408\u6027\u30c1\u30a7\u30c3\u30af<\/li>\n<\/ul>\n<p>\u3053\u306e\u300c\u57fa\u672c\u64cd\u4f5c\u300d\u3068\u300c\u7d44\u307f\u5408\u308f\u305b\u51e6\u7406\u300d\u306e\u5883\u754c\u304c\u3001tmp\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u751f\u6210\u3055\u308c\u308b\u7406\u7531\u3067\u3059\u3002<\/p>\n<h2 class=\"wp-block-heading\"><span id=\"tmpsukuriputono_ju_ti_li\">tmp\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5177\u4f53\u4f8b<\/span><\/h2>\n<p>\u7406\u8ad6\u3060\u3051\u3067\u306f\u5206\u304b\u308a\u306b\u304f\u3044\u306e\u3067\u3001\u5b9f\u969b\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u3042\u308btmp\/\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"li1_hasshutaguchekkusukuriputo\">\u4f8b1: \u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u30c1\u30a7\u30c3\u30af\u30b9\u30af\u30ea\u30d7\u30c8<\/span><\/h3>\n<p><strong>\u751f\u6210\u3055\u308c\u305f\u80cc\u666f<\/strong>: \u300c\u5168\u6295\u7a3f\u306e\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u306e\u6709\u7121\u3092\u78ba\u8a8d\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u30ea\u30af\u30a8\u30b9\u30c8<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code># application\/tools\/tmp\/check_hashtags.py\nimport subprocess\nimport json\nimport re\n\ndef get_all_post_uuids():\n    result = subprocess.run(\n        [\"uv\", \"run\", \"db\", \"posts\", \"list\", \"--limit\", \"1000\"],\n        capture_output=True,\n        text=True,\n        check=True,\n    )\n    # UUID\u3092\u6b63\u898f\u8868\u73fe\u3067\u62bd\u51fa\n    uuids = []\n    for line in result.stdout.split('\\n'):\n        uuid_match = re.search(r'([0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12})', line)\n        if uuid_match:\n            uuids.append(uuid_match.group(1))\n    return uuids\n\ndef has_hashtag(text):\n    return bool(re.search(r'#\\w+', text))\n\n# \u30e1\u30a4\u30f3\u51e6\u7406: \u5168\u6295\u7a3f\u3092\u30c1\u30a7\u30c3\u30af\u3057\u3066\u5206\u985e\nfor uuid in get_all_post_uuids():\n    post = get_post_details(uuid)\n    if has_hashtag(post['content_text']):\n        with_hashtags.append(post)<\/code><\/pre>\n<\/div>\n<p><strong>\u3053\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u304b\u3089\u5206\u304b\u308b\u3053\u3068<\/strong>:<\/p>\n<ol class=\"wp-block-list is-style-sango-list-main-color\">\n<li><strong>\u57fa\u672c\u64cd\u4f5c\u306e\u7d44\u307f\u5408\u308f\u305b<\/strong>: <code>db posts list<\/code> \u2192 \u51e6\u7406 \u2192 <code>db posts get<\/code><\/li>\n<li><strong>\u30d3\u30b8\u30cd\u30b9\u30eb\u30fc\u30eb<\/strong>: \u300c\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u3042\u308a\u300d= <code>#<\/code>\u3067\u59cb\u307e\u308b\u5358\u8a9e\u304c\u542b\u307e\u308c\u308b<\/li>\n<li><strong>CLI\u30c4\u30fc\u30eb\u306e\u6d3b\u7528<\/strong>: <code>subprocess.run()<\/code>\u3067CLI\u30b3\u30de\u30f3\u30c9\u3092\u547c\u3073\u51fa\u3059<\/li>\n<\/ol>\n<p>tmp\u30b9\u30af\u30ea\u30d7\u30c8\u306f<strong>CLI\u30c4\u30fc\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u8907\u96d1\u306a\u51e6\u7406\u3092\u5b9f\u73fe<\/strong>\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"li2_hasshutagu_xue_chusukuriputo\">\u4f8b2: \u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u524a\u9664\u30b9\u30af\u30ea\u30d7\u30c8<\/span><\/h3>\n<p><strong>\u751f\u6210\u3055\u308c\u305f\u80cc\u666f<\/strong>: \u300c\u6295\u7a3f\u672c\u6587\u304b\u3089\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u3092\u524a\u9664\u3057\u305f\u3044\u300d\uff08\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u8981\u6c42\uff09<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code># application\/tools\/tmp\/remove_hashtags_from_posts.py\nimport re\nimport subprocess\nimport sys\n\ndef remove_hashtags(text):\n    # \u65e5\u672c\u8a9e\u5bfe\u5fdc\u306e\u6b63\u898f\u8868\u73fe\u3067\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u3092\u524a\u9664\n    cleaned = re.sub(r'#[\\w\\u3040-\\u309F\\u30A0-\\u30FF\\u4E00-\\u9FFF]+', '', text)\n    # Clean up multiple spaces\n    cleaned = re.sub(r'\\s+', ' ', cleaned)\n    # Remove trailing\/leading whitespace\n    cleaned = cleaned.strip()\n    return cleaned\n\n# DRY RUN\u30e2\u30fc\u30c9\u3067\u5b89\u5168\u78ba\u8a8d\nexecute=\"--execute\" in sys.argv\n\nfor post in posts_with_hashtags:\n    new_content = remove_hashtags(post['content_text'])\n    if execute:\n        subprocess.run([\n            \"uv\", \"run\", \"db\", \"posts\", \"update\",\n            post['uuid'], \"--content\", new_content\n        ])\n    else:\n        print(f\"DRY RUN: Would update {post['uuid']}\")\n        print(f\"  OLD: {post['content_text'][:100]}...\")\n        print(f\"  NEW: {new_content[:100]}...\")<\/code><\/pre>\n<\/div>\n<p><strong>\u3053\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u304b\u3089\u5206\u304b\u308b\u3053\u3068<\/strong>:<\/p>\n<ol class=\"wp-block-list is-style-sango-list-main-color\">\n<li><strong>\u30d3\u30b8\u30cd\u30b9\u30eb\u30fc\u30eb\u306e\u5177\u4f53\u5316<\/strong>: \u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u524a\u9664\u306e\u6b63\u898f\u8868\u73fe\uff08\u65e5\u672c\u8a9e\u5bfe\u5fdc\uff09<\/li>\n<li><strong>\u5b89\u5168\u6027\u306e\u914d\u616e<\/strong>: <code>--execute<\/code>\u30d5\u30e9\u30b0\u306b\u3088\u308bDRY RUN\u30e2\u30fc\u30c9<\/li>\n<li><strong>\u4e00\u62ec\u51e6\u7406\u30d1\u30bf\u30fc\u30f3<\/strong>: \u53d6\u5f97 \u2192 \u52a0\u5de5 \u2192 \u66f4\u65b0<\/li>\n<\/ol>\n<p><strong>\u91cd\u8981\u306a\u767a\u898b<\/strong>: \u540c\u3058\u30ed\u30b8\u30c3\u30af\uff08<code>remove_hashtags()<\/code>\uff09\u304c\u8907\u6570\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u518d\u5229\u7528\u3055\u308c\u308b \u2192 <strong>\u3053\u308c\u3053\u305d\u62bd\u51fa\u3059\u3079\u304d\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af<\/strong><\/p>\n<h2 class=\"wp-block-heading\"><span id=\"bijinesurojikku_chou_chuno_shi_zhuang_shou_shun\">\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u62bd\u51fa\u306e\u5b9f\u88c5\u624b\u9806<\/span><\/h2>\n<h3 class=\"wp-block-heading\"><span id=\"pin_chupatanno_guan_cha\">\u983b\u51fa\u30d1\u30bf\u30fc\u30f3\u306e\u89b3\u5bdf<\/span><\/h3>\n<p>\u7c21\u5358\u306a\u5206\u6790\u3067\u3001\u4f55\u304c\u5fc5\u8981\u306a\u6a5f\u80fd\u304b\u304c\u898b\u3048\u3066\u304d\u307e\u3057\u305f\uff1a<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code># tmp\/\u5185\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u540d\u524d\u3067\u30ab\u30a6\u30f3\u30c8\nls application\/tools\/tmp\/*.py | xargs -n1 basename | sort | uniq -c | sort -nr<\/code><\/pre>\n<\/div>\n<p><strong>\u7d50\u679c<\/strong>:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>5 validate_orphaned_posts.py\n4 bulk_update_scheduled_posts.py\n3 merge_duplicate_categories.py\n2 analyze_hashtag_stats.py\n1 export_posts_csv.py<\/code><\/pre>\n<\/div>\n<p><strong>\u89e3\u91c8<\/strong>:<\/p>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>5\u56de\u751f\u6210 \u2192 <strong>\u90311\u56de\u4ee5\u4e0a\u4f7f\u3046<\/strong> \u2192 Skill\u306b\u7d44\u307f\u8fbc\u3080\u3079\u304d<\/li>\n<li>3-4\u56de \u2192 <strong>\u5b9a\u671f\u7684\u306b\u4f7f\u3046<\/strong> \u2192 Skill\u6a5f\u80fd\u8ffd\u52a0\u5019\u88dc<\/li>\n<li>1-2\u56de \u2192 tmp\u306e\u307e\u307e\u3067\u826f\u3044\uff08\u7a00\u306a\u30b1\u30fc\u30b9\uff09<\/li>\n<\/ul>\n<p>\u30c7\u30fc\u30bf\u304c\u6559\u3048\u3066\u304f\u308c\u307e\u3057\u305f\u3002\u300cvalidate_orphaned_posts.py\u306f\u5fc5\u8981\u306a\u6a5f\u80fd\u3060\u300d\u3068\u3002<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"bijinesurojikkuno_chou_chu_shi_li\">\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u306e\u62bd\u51fa\u4e8b\u4f8b<\/span><\/h3>\n<h4 class=\"wp-block-heading\"><span id=\"shi_li1_validate_orphaned_Skill_ji_neng_hua\">\u4e8b\u4f8b1: validate orphaned \u2192 Skill\u6a5f\u80fd\u5316<\/span><\/h4>\n<p><strong>tmp\u306e\u5185\u5bb9<\/strong>\uff085\u56de\u751f\u6210\uff09:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-md\" data-lang=\"Markdown\"><code># tmp\/validate_orphaned_posts.py \u306e\u51e6\u7406\u30d5\u30ed\u30fc\n1. uv run db posts list\uff08\u5168\u6295\u7a3f\u53d6\u5f97\uff09\n2. \u30ab\u30c6\u30b4\u30ea\u672a\u8a2d\u5b9a\u306e\u6295\u7a3f\u3092\u30d5\u30a3\u30eb\u30bf\n3. \u7d50\u679c\u3092\u30ea\u30b9\u30c8\u8868\u793a<\/code><\/pre>\n<\/div>\n<p><strong>\u767a\u898b<\/strong>:<\/p>\n<ul class=\"wp-block-list is-style-sango-list-chevron\">\n<li>\u2705 \u5b64\u7acb\u6295\u7a3f\u306e\u691c\u8a3c\u306f\u5b9a\u671f\u7684\u306b\u884c\u3046\u4f5c\u696d\uff08\u90311\u56de\u4ee5\u4e0a\uff09<\/li>\n<li>\u2705 \u30ed\u30b8\u30c3\u30af\u304c\u6bce\u56de\u540c\u3058<\/li>\n<li>\u2705 \u30d3\u30b8\u30cd\u30b9\u30eb\u30fc\u30eb\u304c\u56fa\u307e\u3063\u3066\u3044\u308b<\/li>\n<\/ul>\n<p>\u300c\u3053\u308c\u3001\u6bce\u56detmp\u30b9\u30af\u30ea\u30d7\u30c8\u751f\u6210\u3059\u308b\u306e\u7121\u99c4\u3058\u3083\u306a\u3044\uff1fSkill\u306b\u7d44\u307f\u8fbc\u3082\u3046\u300d<\/p>\n<p><strong>Skill\u3078\u306e\u8ffd\u52a0\uff08Phase 3\u5b9f\u88c5\uff09<\/strong>:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code># \u65b0\u3057\u3044\u30b3\u30de\u30f3\u30c9\u3068\u3057\u3066\u5b9f\u88c5\nuv run db validate orphaned\n\n# \u51fa\u529b\u4f8b\nOrphaned Scheduled Posts: 0\nUnused Categories: 2\n  ID: 106, Name: \u672c\u756a\u74b0\u5883\u69cb\u7bc9\n  ID: 66, Name: \u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\n\nUnused Hashtags: 1\n  ID: 34, Name: #TEST\n\nTotal issues found: 3<\/code><\/pre>\n<\/div>\n<p>\u2192 <strong>tmp\u30b9\u30af\u30ea\u30d7\u30c8\u304cSkill\u306e\u672c\u4f53\u6a5f\u80fd\u306b\u6607\u683c<\/strong><\/p>\n<p>\u3053\u308c\u3067\u3001\u6b21\u56de\u304b\u3089\u300c\u5b64\u7acb\u6295\u7a3f\u3092\u691c\u8a3c\u3057\u3066\u300d\u3068\u4f9d\u983c\u3059\u308b\u3068\u3001tmp\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u751f\u6210\u305b\u305a\u3001\u76f4\u63a5Skill\u6a5f\u80fd\u304c\u5b9f\u884c\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<h4 class=\"wp-block-heading\"><span id=\"shi_li2_tmpkaraOperations_cengheno_chou_chu\">\u4e8b\u4f8b2: tmp\u304b\u3089Operations\u5c64\u3078\u306e\u62bd\u51fa<\/span><\/h4>\n<p>tmp\u30b9\u30af\u30ea\u30d7\u30c8\u304b\u3089\u62bd\u51fa\u3055\u308c\u305f\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u304c\u3001\u3069\u306e\u3088\u3046\u306b\u672c\u4f53\u30b3\u30fc\u30c9\u306b\u7d71\u5408\u3055\u308c\u308b\u304b\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><strong>tmp\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u898b\u3064\u304b\u3063\u305f\u30d1\u30bf\u30fc\u30f3<\/strong> \u2192 <strong>\u62bd\u51fa\u3055\u308c\u305f\u5b9f\u88c5<\/strong>:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code># application\/tools\/src\/supabase_client\/operations\/hashtags.py\n\"\"\"Hashtags table operations\"\"\"\n\nfrom supabase import Client\nfrom ..models import Hashtag\n\nclass HashtagOperations:\n    def __init__(self, client: Client):\n        self.client = client\n        self.table = \"hashtags\"\n\n    def list(self, limit: int = 100, offset: int = 0) -&gt; list[Hashtag]:\n        result = (\n            self.client.table(self.table)\n            .select(\"*\")\n            .order(\"hashtag_name\")\n            .range(offset, offset + limit - 1)\n            .execute()\n        )\n        return [Hashtag(**item) for item in result.data]\n\n    def count_posts_by_hashtag(self) -&gt; list[dict]:\n        \"\"\"\n        Count posts for each hashtag\n\n        Returns:\n            [\n                {\"hashtag_id\": 1, \"hashtag_name\": \"#AI\", \"post_count\": 15},\n                ...\n            ]\n        \"\"\"\n        result = (\n            self.client.table(\"post_hashtags\")\n            .select(\"hashtag_id, hashtags(hashtag_name)\")\n            .execute()\n        )\n\n        # Count posts per hashtag\n        hashtag_counts: dict[int, dict] = {}\n        for item in result.data:\n            tag_id = item[\"hashtag_id\"]\n            tag_name = item[\"hashtags\"][\"hashtag_name\"] if item.get(\"hashtags\") else None\n            if tag_id not in hashtag_counts:\n                hashtag_counts[tag_id] = {\n                    \"hashtag_id\": tag_id,\n                    \"hashtag_name\": tag_name,\n                    \"post_count\": 0,\n                }\n            hashtag_counts[tag_id][\"post_count\"] += 1\n\n        # Sort by post count descending\n        return sorted(\n            hashtag_counts.values(),\n            key=lambda x: x[\"post_count\"],\n            reverse=True,\n        )<\/code><\/pre>\n<\/div>\n<p><strong>CLI\u30b3\u30de\u30f3\u30c9\u3068\u3057\u3066\u306e\u516c\u958b<\/strong>:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code># application\/tools\/src\/supabase_client\/cli.py\nimport click\nfrom .client import SupabaseClient\nfrom .operations import HashtagOperations\n\n@cli.group()\ndef hashtags():\n    \"\"\"Hashtag operations\"\"\"\n    pass\n\n@hashtags.command(\"list\")\n@click.option(\"--limit\", type=int, default=10)\ndef hashtags_list(limit: int):\n    client = SupabaseClient()\n    ops = HashtagOperations(client.get_client())\n    results = ops.list(limit=limit)\n\n    for hashtag in results:\n        click.echo(f\"ID: {hashtag.hashtag_id}, Name: {hashtag.hashtag_name}\")\n\n@hashtags.command(\"stats\")\ndef hashtags_stats():\n    \"\"\"Show hashtag usage statistics\"\"\"\n    client = SupabaseClient()\n    ops = HashtagOperations(client.get_client())\n    stats = ops.count_posts_by_hashtag()\n\n    click.echo(\"Hashtag Usage Statistics:\")\n    for item in stats:\n        click.echo(f\"  {item['hashtag_name']}: {item['post_count']} posts\")<\/code><\/pre>\n<\/div>\n<p><strong>tmp\u30b9\u30af\u30ea\u30d7\u30c8 \u2192 \u672c\u4f53\u5b9f\u88c5\u306e\u6d41\u308c<\/strong>:<\/p>\n<ol class=\"wp-block-list is-style-sango-list-main-color\">\n<li><strong>tmp\/check_hashtags.py<\/strong>: \u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u306e\u96c6\u8a08\u30ed\u30b8\u30c3\u30af\u3092\u767a\u898b<\/li>\n<li><strong>Operations\u5c64<\/strong>: <code>count_posts_by_hashtag()<\/code> \u3068\u3057\u3066\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u5316<\/li>\n<li><strong>CLI\u5c64<\/strong>: <code>db hashtags stats<\/code> \u30b3\u30de\u30f3\u30c9\u3068\u3057\u3066\u516c\u958b<\/li>\n<li><strong>Skill\u5c64<\/strong>: Claude Code\u304b\u3089\u81ea\u7136\u8a00\u8a9e\u3067\u64cd\u4f5c\u53ef\u80fd\u306b<\/li>\n<\/ol>\n<p>\u3053\u306e4\u5c64\u69cb\u9020\u306b\u3088\u308a\u3001tmp\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u691c\u8a3c\u3057\u305f\u30ed\u30b8\u30c3\u30af\u304c\u3001\u6bb5\u968e\u7684\u306b\u672c\u4f53\u6a5f\u80fd\u3078\u6607\u683c\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" data-recalc-dims=\"1\" decoding=\"async\" width=\"880\" height=\"616\" src=\"https:\/\/i0.wp.com\/tech-lab.sios.jp\/wp-content\/uploads\/2025\/11\/part3-07-four-layer-implementation.png?resize=880%2C616&amp;ssl=1\" alt=\"\" class=\"wp-image-50206\" srcset=\"https:\/\/i0.wp.com\/tech-lab.sios.jp\/wp-content\/uploads\/2025\/11\/part3-07-four-layer-implementation.png?w=1200&amp;ssl=1 1200w, https:\/\/i0.wp.com\/tech-lab.sios.jp\/wp-content\/uploads\/2025\/11\/part3-07-four-layer-implementation.png?resize=940%2C658&amp;ssl=1 940w\" sizes=\"auto, (max-width: 880px) 100vw, 880px\"\/><\/figure>\n<h4 class=\"wp-block-heading\"><span id=\"shi_li3_duan_jie_dena_kuo_zhangpurosesu\">\u4e8b\u4f8b3: \u6bb5\u968e\u7684\u306a\u62e1\u5f35\u30d7\u30ed\u30bb\u30b9<\/span><\/h4>\n<p>tmp\u89b3\u5bdf\u3092\u7d9a\u3051\u308b\u3053\u3068\u3067\u3001\u81ea\u7136\u306b\u6a5f\u80fd\u304c\u62e1\u5f35\u3055\u308c\u3066\u3044\u304d\u307e\u3057\u305f\uff1a<\/p>\n<p><strong>Phase 1\uff08\u521d\u671f\u5b9f\u88c5\uff09<\/strong>: \u57fa\u672cCRUD\u306e\u307f<\/p>\n<ul class=\"wp-block-list is-style-sango-list-simple\">\n<li>list, get, create, update, delete<\/li>\n<\/ul>\n<p><strong>tmp\u89b3\u5bdf\uff081\u9031\u9593\uff09<\/strong>:<\/p>\n<ul class=\"wp-block-list is-style-sango-list-simple\">\n<li>\u30ab\u30c6\u30b4\u30ea\u30fb\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u3067\u306e\u30d5\u30a3\u30eb\u30bf\u8981\u6c42\u304c\u983b\u51fa<\/li>\n<li>\u7d71\u8a08\u60c5\u5831\u306e\u8981\u6c42\u3082\u591a\u3044<\/li>\n<\/ul>\n<p><strong>Phase 2\uff08\u62e1\u5f35\u30fb4\u6642\u9593\uff09<\/strong>: \u8907\u96d1\u306a\u30af\u30a8\u30ea\u8ffd\u52a0<\/p>\n<ul class=\"wp-block-list is-style-sango-list-simple\">\n<li><code>--category<\/code>, <code>--hashtag<\/code> \u30d5\u30a3\u30eb\u30bf\u30aa\u30d7\u30b7\u30e7\u30f3<\/li>\n<li><code>stats<\/code> \u30b3\u30de\u30f3\u30c9\uff08\u96c6\u8a08\uff09<\/li>\n<li>\u4e2d\u9593\u30c6\u30fc\u30d6\u30eb\u64cd\u4f5c\uff08add-categories, add-hashtags\uff09<\/li>\n<\/ul>\n<p><strong>tmp\u89b3\u5bdf\uff08\u3055\u3089\u306b1\u9031\u9593\uff09<\/strong>:<\/p>\n<ul class=\"wp-block-list is-style-sango-list-simple\">\n<li>merge\u7cfb\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u983b\u51fa<\/li>\n<li>\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306e\u9700\u8981\u304c\u660e\u78ba\u306b<\/li>\n<\/ul>\n<p><strong>Phase 3\uff08\u3055\u3089\u306b\u62e1\u5f35\u30fb3\u6642\u9593\uff09<\/strong>: \u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u6a5f\u80fd<\/p>\n<ul class=\"wp-block-list is-style-sango-list-simple\">\n<li><code>find-duplicates<\/code> \u30b3\u30de\u30f3\u30c9<\/li>\n<li><code>merge --dry-run<\/code> \u30b3\u30de\u30f3\u30c9<\/li>\n<li><code>validate orphaned<\/code> \u30b3\u30de\u30f3\u30c9<\/li>\n<\/ul>\n<p>\u2192 <strong>tmp\u306e\u89b3\u5bdf\u304c\u3001\u6bb5\u968e\u7684\u306a\u6a5f\u80fd\u62e1\u5f35\u3092\u81ea\u7136\u306b\u5c0e\u3044\u305f<\/strong><\/p>\n<p><strong>\u5408\u8a08\u958b\u767a\u6642\u9593<\/strong>: 15\u6642\u9593\uff088 + 4 + 3\uff09\u3067\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304c\u5b8c\u6210\uff08\u5b9f\u6e2c\u4f8b\u3068\u3057\u3066\u53c2\u8003\uff09<\/p>\n<h2 class=\"wp-block-heading\"><span id=\"zhou_cirebyuno_shi_jian\">\u9031\u6b21\u30ec\u30d3\u30e5\u30fc\u306e\u5b9f\u8df5<\/span><\/h2>\n<h3 class=\"wp-block-heading\"><span id=\"pin_chupatanno_fen_xi\">\u983b\u51fa\u30d1\u30bf\u30fc\u30f3\u306e\u5206\u6790<\/span><\/h3>\n<p>\u79c1\u306f\u6bce\u9031\u91d1\u66dc\u65e5\u3001\u3053\u3093\u306a\u7fd2\u6163\u3092\u3064\u3051\u307e\u3057\u305f\uff1a<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code># \u983b\u7e41\u306b\u751f\u6210\u3055\u308c\u308b\u30b9\u30af\u30ea\u30d7\u30c8\nls application\/tools\/tmp\/*.py | xargs -n1 basename | sort | uniq -c | sort -nr<\/code><\/pre>\n<\/div>\n<p><strong>\u89b3\u5bdf\u30dd\u30a4\u30f3\u30c8<\/strong>:<\/p>\n<ul class=\"wp-block-list is-style-sango-list-check\">\n<li>3\u56de\u4ee5\u4e0a\u751f\u6210 \u2192 Skill\u6a5f\u80fd\u8ffd\u52a0\u5019\u88dc<\/li>\n<li>\u6bce\u56de\u540c\u3058\u30ed\u30b8\u30c3\u30af \u2192 \u30d3\u30b8\u30cd\u30b9\u30eb\u30fc\u30eb\u304c\u56fa\u307e\u3063\u3066\u3044\u308b<\/li>\n<li>\u5fae\u5999\u306b\u9055\u3046\u30d1\u30e9\u30e1\u30fc\u30bf \u2192 \u30aa\u30d7\u30b7\u30e7\u30f3\u5316\u3059\u3079\u304d<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><span id=\"docsresearchheno_ji_lu\">docs\/research\/\u3078\u306e\u8a18\u9332<\/span><\/h3>\n<p>tmp\u89b3\u5bdf\u30ed\u30b0\u306e\u4f8b\uff08\u5b9f\u969b\u306b\u8a18\u9332\u3057\u3066\u3044\u305f\u3082\u306e\uff09\uff1a<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-md\" data-lang=\"Markdown\"><code># tmp\u89b3\u5bdf\u30ed\u30b0: 2024-11-15\n\n## \u4eca\u9031\u306e\u50be\u5411\n- validate_orphaned_posts.py: 5\u56de\u751f\u6210\uff08\u5148\u90313\u56de\uff09\n- merge_duplicate_categories.py: 3\u56de\u751f\u6210\uff08\u65b0\u898f\uff09\n- bulk_update_scheduled_posts.py: 4\u56de\u751f\u6210\uff08\u7d99\u7d9a\uff09\n\n## \u767a\u898b\n- \u5b64\u7acb\u6295\u7a3f\u306e\u691c\u8a3c\u306f\u5b9a\u671f\u4f5c\u696d\uff08\u6bce\u65e51\u56de\uff09\n- \u30ab\u30c6\u30b4\u30ea\u91cd\u8907\u30c1\u30a7\u30c3\u30af\u306e\u9700\u8981\u304c\u5897\u52a0\n- \u4e00\u62ec\u66f4\u65b0\u306e\u30ed\u30b8\u30c3\u30af\u304c\u56fa\u307e\u3063\u3066\u304d\u305f\n\n## \u30d3\u30b8\u30cd\u30b9\u30eb\u30fc\u30eb\uff08tmp\u304b\u3089\u62bd\u51fa\uff09\n- \u91cd\u8907\u5224\u5b9a: \u985e\u4f3c\u5ea690%\u4ee5\u4e0a\n- \u30de\u30fc\u30b8\u512a\u5148\u9806\u4f4d: \u6295\u7a3f\u6570 &gt; \u4f5c\u6210\u65e5\u6642 &gt; UUID\n- \u5b64\u7acb\u6295\u7a3f: \u30ab\u30c6\u30b4\u30ea\u672a\u8a2d\u5b9a or \u30cf\u30c3\u30b7\u30e5\u30bf\u30b00\u500b\n\n## \u30a2\u30af\u30b7\u30e7\u30f3\n- [ ] db validate orphaned \u30b3\u30de\u30f3\u30c9\u8ffd\u52a0\n- [ ] db categories find-duplicates \u30b3\u30de\u30f3\u30c9\u8ffd\u52a0\n- [ ] db categories merge --dry-run \u5b9f\u88c5<\/code><\/pre>\n<\/div>\n<p>\u3053\u306e\u8a18\u9332\u304c\u3001Phase 2-3\u306e\u6a5f\u80fd\u62e1\u5f35\u306b\u3064\u306a\u304c\u308a\u307e\u3057\u305f\u3002<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"UIwo_zuorutaiminguno_pan_duan\">UI\u3092\u4f5c\u308b\u30bf\u30a4\u30df\u30f3\u30b0\u306e\u5224\u65ad<\/span><\/h3>\n<p><strong>UI\u304c\u5fc5\u8981\u306b\u306a\u308b\u6761\u4ef6<\/strong>:<\/p>\n<ol class=\"wp-block-list is-style-sango-list-stitch-blue\">\n<li>\u2705 \u5229\u7528\u8005\u304c\u8907\u6570\uff08\u30c1\u30fc\u30e0\u3084\u793e\u5185\u5171\u6709\uff09<\/li>\n<li>\u2705 \u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u304c\u56fa\u307e\u3063\u3066\u3044\u308b<\/li>\n<li>\u2705 tmp\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u751f\u6210\u304c\u505c\u6b62\uff08\u5b89\u5b9a\u7a3c\u50cd\uff09<\/li>\n<\/ol>\n<p><strong>UI\u3092\u4f5c\u308b\u524d\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068<\/strong>:<\/p>\n<ul class=\"wp-block-list is-style-sango-list-stitch-orange\">\n<li>tmp\u306e\u89b3\u5bdf\u30922-4\u9031\u9593\u7d99\u7d9a<\/li>\n<li>\u30d3\u30b8\u30cd\u30b9\u30eb\u30fc\u30eb\u304c\u5909\u308f\u3089\u306a\u3044\u3053\u3068\u3092\u78ba\u8a8d<\/li>\n<li>\u64cd\u4f5c\u30d5\u30ed\u30fc\u304ctmp\u304b\u3089\u660e\u78ba\u306b\u898b\u3048\u308b<\/li>\n<\/ul>\n<p>\u79c1\u306e\u5834\u5408\u3001\u307e\u3060UI\u306f\u4f5c\u3063\u3066\u3044\u307e\u305b\u3093\u3002Claude Code\u3067\u5341\u5206\u3060\u304b\u3089\u3067\u3059\uff08\u500b\u4eba\u5229\u7528\u306e\u305f\u3081\uff09\u3002<\/p>\n<h2 class=\"wp-block-heading\"><span id=\"huan_jingsettoappu\">\u74b0\u5883\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/span><\/h2>\n<p>tmp\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u54c1\u8cea\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u3001Claude Code\u304c\u30b3\u30fc\u30c9\u3092\u66f8\u304d\u3084\u3059\u3044\u74b0\u5883\u3092\u6574\u3048\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"Python_huan_jingnosettoappu_tui_jiang\">Python\u74b0\u5883\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\uff08\u63a8\u5968\uff09<\/span><\/h3>\n<p><strong>\u306a\u305cPython\u306a\u306e\u304b<\/strong>:<\/p>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>Claude Code\u304c\u6700\u3082\u5f97\u610f\u306a\u8a00\u8a9e<\/li>\n<li>\u30c7\u30fc\u30bf\u51e6\u7406\u30fb\u30d0\u30c3\u30c1\u51e6\u7406\u306b\u9069\u3057\u3066\u3044\u308b<\/li>\n<li>\u30b9\u30af\u30ea\u30d7\u30c8\u5b9f\u884c\u304c\u7c21\u5358\uff08<code>uv run python tmp\/script.py<\/code>\uff09<\/li>\n<\/ul>\n<p><strong>uv\u74b0\u5883\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/strong>:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code># uv\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\ncurl -LsSf https:\/\/astral.sh\/uv\/install.sh | sh\n\n# \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u521d\u671f\u5316\u3068\u4f9d\u5b58\u95a2\u4fc2\u8ffd\u52a0\nuv init\nuv add click pandas requests\n\n# tmp\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\nuv run python application\/tools\/tmp\/script.py<\/code><\/pre>\n<\/div>\n<p><strong>uv\u306e\u30e1\u30ea\u30c3\u30c8<\/strong>: pip\u306e10-100\u500d\u901f\u3044 \/ \u4eee\u60f3\u74b0\u5883\u81ea\u52d5\u7ba1\u7406 \/ Python\u81ea\u52d5\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/p>\n<p><strong>\u8a73\u7d30\u306a\u74b0\u5883\u69cb\u7bc9<\/strong>: <a target=\"_blank\" href=\"https:\/\/tech-lab.sios.jp\/archives\/50151\" target=\"_blank\" rel=\"noopener\" title=\"\">uv\u3067\u89e3\u6c7a\uff01Python\u30e2\u30ce\u30ec\u30dd\u306e\u4f9d\u5b58\u95a2\u4fc2\u7ba1\u7406\u30102025\u5e74\u7248\u3011<\/a>\u3092\u53c2\u7167<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"TypeScript_huan_jingnosettoappu\">TypeScript\u74b0\u5883\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/span><\/h3>\n<p><strong>TypeScript\/JavaScript\u304c\u9069\u3057\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong>:<\/p>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>Node.js\u74b0\u5883\u3067\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u9069\u3057\u3066\u3044\u308b<\/li>\n<li>\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u30fbAPI\u9023\u643a\u51e6\u7406\u306b\u5411\u304f<\/li>\n<\/ul>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code># TypeScript\u74b0\u5883\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\nnpm init -y\nnpm install -D typescript ts-node @types\/node\nnpx tsc --init\n\n# tmp\u30b9\u30af\u30ea\u30d7\u30c8\u7528\u306e\u8a2d\u5b9a\n# tsconfig.json\n{\n  \"compilerOptions\": {\n    \"target\": \"ES2022\",\n    \"module\": \"commonjs\",\n    \"outDir\": \".\/dist\",\n    \"rootDir\": \".\/\",\n    \"strict\": true,\n    \"esModuleInterop\": true\n  },\n  \"include\": [\"application\/tools\/tmp\/**\/*\"]\n}\n\n# tmp\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\nnpx ts-node application\/tools\/tmp\/script.ts<\/code><\/pre>\n<\/div>\n<h3 class=\"wp-block-heading\"><span id=\"bikerubeki_yan_yu\">\u907f\u3051\u308b\u3079\u304d\u8a00\u8a9e<\/span><\/h3>\n<ul class=\"wp-block-list is-style-sango-list-stitch-red\">\n<li>\u274c \u30b7\u30a7\u30eb\u30b9\u30af\u30ea\u30d7\u30c8\uff08bash\uff09: Claude Code\u304c\u8907\u96d1\u306a\u30ed\u30b8\u30c3\u30af\u3092\u66f8\u304d\u306b\u304f\u3044<\/li>\n<li>\u274c Ruby, Perl: \u30b5\u30dd\u30fc\u30c8\u306f\u826f\u3044\u304c\u3001Python\u306e\u65b9\u304c\u5b89\u5b9a<\/li>\n<li>\u274c Java: \u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u304c\u91cd\u304f\u3001tmp\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u306f\u4e0d\u5411\u304d<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><span id=\"CLAUDEmdni_yan_yu_she_dingwo_zhui_jia\">CLAUDE.md\u306b\u8a00\u8a9e\u8a2d\u5b9a\u3092\u8ffd\u52a0<\/span><\/h3>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-md\" data-lang=\"Markdown\"><code>## Development Language Preferences\n\n**Primary Language: Python 3.12+**\n- Use `uv run python tmp\/script.py` for execution\n- Leverage type hints for better code generation\n\n**Avoid**: Shell scripts for complex logic (use Python subprocess instead)<\/code><\/pre>\n<\/div>\n<h3 class=\"wp-block-heading\"><span id=\"xinghintowo_shiu_li_you\">\u578b\u30d2\u30f3\u30c8\u3092\u4f7f\u3046\u7406\u7531<\/span><\/h3>\n<p>Claude Code\u306f\u578b\u60c5\u5831\u304c\u3042\u308b\u3068\u3001\u3088\u308a\u9ad8\u54c1\u8cea\u306a\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code># \u274c \u578b\u30d2\u30f3\u30c8\u306a\u3057\uff08Claude Code\u304c\u63a8\u6e2c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\uff09\ndef get_posts(limit):\n    return client.posts.list(limit=limit)\n\n# \u2705 \u578b\u30d2\u30f3\u30c8\u4ed8\u304d\uff08Claude Code\u304c\u6b63\u78ba\u306b\u7406\u89e3\uff09\ndef get_posts(limit: int) -&gt; list[Post]:\n    return client.posts.list(limit=limit)<\/code><\/pre>\n<\/div>\n<p><strong>\u3053\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u306e\u30e1\u30ea\u30c3\u30c8<\/strong>:<\/p>\n<ul class=\"wp-block-list is-style-sango-list-stitch-blue\">\n<li>\u2705 tmp\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u751f\u6210\u54c1\u8cea\u304c\u5411\u4e0a<\/li>\n<li>\u2705 \u30a8\u30e9\u30fc\u304c\u6e1b\u308a\u3001\u5b9f\u884c\u6210\u529f\u7387\u304c\u4e0a\u304c\u308b<\/li>\n<li>\u2705 tmp\u304b\u3089\u672c\u4f53\u30b3\u30fc\u30c9\u3078\u306e\u79fb\u884c\u304c\u30b9\u30e0\u30fc\u30ba<\/li>\n<li>\u2705 \u578b\u60c5\u5831\u306b\u3088\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u304c\u660e\u78ba\u306b\u306a\u308b<\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\"><span id=\"tmpsukuriputowo_bao_cunsuru_xi_guan\">tmp\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4fdd\u5b58\u3059\u308b\u7fd2\u6163<\/span><\/h2>\n<h3 class=\"wp-block-heading\"><span id=\"ji_ben_fang_zhen\">\u57fa\u672c\u65b9\u91dd<\/span><\/h3>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>Claude Code\u304c\u751f\u6210\u3057\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u524a\u9664\u3057\u306a\u3044<\/li>\n<li><code>application\/tools\/tmp\/<\/code>\u306b\u4fdd\u5b58\u3057\u3066\u89b3\u5bdf\u3059\u308b<\/li>\n<li>\u5b9f\u884c\u5f8c\u3082\u6b8b\u3057\u3066\u304a\u304f\uff08\u983b\u5ea6\u5206\u6790\u306e\u305f\u3081\uff09<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><span id=\"Skill_kuo_zhangno_pan_duan_ji_zhun\">Skill\u62e1\u5f35\u306e\u5224\u65ad\u57fa\u6e96<\/span><\/h3>\n<ul class=\"wp-block-list is-style-sango-list-check\">\n<li>3\u56de\u4ee5\u4e0a\u751f\u6210 \u2192 \u6a5f\u80fd\u8ffd\u52a0\u5019\u88dc<\/li>\n<li>\u30ed\u30b8\u30c3\u30af\u56fa\u5b9a \u2192 Skill\u5316<\/li>\n<li>1-2\u56de\u306e\u307f \u2192 tmp\u306e\u307e\u307e\u4fdd\u6301<\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\"><span id=\"matome\">\u307e\u3068\u3081<\/span><\/h2>\n<h3 class=\"wp-block-heading\"><span id=\"tmpkaraCLI_ji_nengheno_sheng_gepurosesu\">tmp\u304b\u3089CLI\u6a5f\u80fd\u3078\u306e\u6607\u683c\u30d7\u30ed\u30bb\u30b9<\/span><\/h3>\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" data-recalc-dims=\"1\" decoding=\"async\" width=\"880\" height=\"660\" src=\"https:\/\/i0.wp.com\/tech-lab.sios.jp\/wp-content\/uploads\/2025\/11\/part3-06-tmp-to-cli-process-1.png?resize=880%2C660&amp;ssl=1\" alt=\"\" class=\"wp-image-50205\" srcset=\"https:\/\/i0.wp.com\/tech-lab.sios.jp\/wp-content\/uploads\/2025\/11\/part3-06-tmp-to-cli-process-1.png?w=1200&amp;ssl=1 1200w, https:\/\/i0.wp.com\/tech-lab.sios.jp\/wp-content\/uploads\/2025\/11\/part3-06-tmp-to-cli-process-1.png?resize=940%2C705&amp;ssl=1 940w\" sizes=\"auto, (max-width: 880px) 100vw, 880px\"\/><\/figure>\n<p>\u3053\u306e5\u30b9\u30c6\u30c3\u30d7\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u308a\u3001tmp\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u6bb5\u968e\u7684\u306b\u672c\u4f53\u6a5f\u80fd\u3078\u6607\u683c\u3057\u3066\u3044\u304d\u307e\u3059\uff1a<\/p>\n<ol class=\"wp-block-list is-style-sango-list-yubi\">\n<li><strong>tmp\u30b9\u30af\u30ea\u30d7\u30c8\u751f\u6210<\/strong>: Claude Code\u304c\u81ea\u7136\u8a00\u8a9e\u304b\u3089\u751f\u6210<\/li>\n<li><strong>tmp\u89b3\u5bdf<\/strong>: \u9031\u6b21\u30ec\u30d3\u30e5\u30fc\u3067\u983b\u51fa\u30d1\u30bf\u30fc\u30f3\u3092\u5206\u6790<\/li>\n<li><strong>\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u62bd\u51fa<\/strong>: Operations\u5c64\u306b\u5b9f\u88c5<\/li>\n<li><strong>CLI\u30b3\u30de\u30f3\u30c9\u5316<\/strong>: CLI\u5c64\u3067\u516c\u958b\uff08<code>uv run db ...<\/code>\uff09<\/li>\n<li><strong>Skill\u767b\u9332<\/strong>: \u81ea\u7136\u8a00\u8a9e\u3067\u64cd\u4f5c\u53ef\u80fd\u306b<\/li>\n<\/ol>\n<h3 class=\"wp-block-heading\"><span id=\"shi_jiannopointo\">\u5b9f\u8df5\u306e\u30dd\u30a4\u30f3\u30c8<\/span><\/h3>\n<p><strong>\u74b0\u5883\u8a2d\u5b9a<\/strong>:<\/p>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>\u2705 tmp\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u30ea\u30dd\u30b8\u30c8\u30ea\u5185\u306b\u914d\u7f6e<\/li>\n<li>\u2705 CLAUDE.md\u3067\u660e\u793a\u7684\u306b\u6307\u793a<\/li>\n<li>\u2705 Python\/uv\u74b0\u5883\u3092\u6574\u5099<\/li>\n<\/ul>\n<p><strong>\u89b3\u5bdf\u3068\u5206\u6790<\/strong>:<\/p>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>\u2705 \u9031\u6b21\u30ec\u30d3\u30e5\u30fc\u3067\u983b\u51fa\u30d1\u30bf\u30fc\u30f3\u3092\u628a\u63e1<\/li>\n<li>\u2705 docs\/research\/\u306b\u8a18\u9332<\/li>\n<li>\u2705 3\u56de\u4ee5\u4e0a\u751f\u6210 \u2192 \u6a5f\u80fd\u8ffd\u52a0\u5019\u88dc<\/li>\n<\/ul>\n<p><strong>\u6bb5\u968e\u7684\u306a\u62e1\u5f35<\/strong>:<\/p>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>\u2705 Phase 1: \u57fa\u672cCRUD<\/li>\n<li>\u2705 Phase 2: \u30d5\u30a3\u30eb\u30bf\u30fb\u96c6\u8a08<\/li>\n<li>\u2705 Phase 3: \u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><span id=\"cinosuteppu\">\u6b21\u306e\u30b9\u30c6\u30c3\u30d7<\/span><\/h3>\n<p>\ud83d\udcd6 <strong><a target=\"_blank\" href=\"https:\/\/tech-lab.sios.jp\/archives\/50154\" target=\"_blank\" rel=\"noopener\" title=\"\">Claude Code Skills \u5b9f\u88c5\u30ac\u30a4\u30c9<\/a><\/strong>\u3067CLI\u30c4\u30fc\u30eb\u5316\u3068Skill\u767b\u9332\u306e\u8a73\u7d30\u3092\u5b66\u3076<\/p>\n<p>\u524d\u56de\u306e\u8a18\u4e8b\u3067\u8aac\u660e\u3057\u305f\u6982\u5ff5\u3092\u3001\u672c\u8a18\u4e8b\u306e\u5b9f\u88c5\u30d1\u30bf\u30fc\u30f3\u3067\u5b9f\u8df5\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002tmp\u30b9\u30af\u30ea\u30d7\u30c8\u304b\u3089\u3001\u3042\u306a\u305f\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u306a\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u304c\u898b\u3048\u3066\u304f\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<h2 class=\"wp-block-heading\"><span id=\"can_kaorinku\">\u53c2\u8003\u30ea\u30f3\u30af<\/span><\/h2>\n<h3 class=\"wp-block-heading\"><span id=\"gong_shidokyumento\">\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/span><\/h3>\n<h3 class=\"wp-block-heading\"><span id=\"shirizu_ji_shi\">\u30b7\u30ea\u30fc\u30ba\u8a18\u4e8b<\/span><\/h3>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li><strong><a target=\"_blank\" href=\"https:\/\/tech-lab.sios.jp\/archives\/50214\" target=\"_blank\" rel=\"noopener\" title=\"\">Claude Code: \u516c\u5f0fMCP\u3092\u88dc\u5b8c\u3059\u308bSkills\u8a2d\u8a08\u30d1\u30bf\u30fc\u30f3<\/a><\/strong>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>4\u5c64\u69cb\u9020\u30d1\u30bf\u30fc\u30f3\uff08\u516c\u5f0fSDK \u2192 \u81ea\u4f5cClient \u2192 CLI \u2192 Skill\uff09<\/li>\n<li>UI\u958b\u767a\u5de5\u6570\u306e\u5927\u5e45\u524a\u6e1b<\/li>\n<\/ul>\n<\/li>\n<li><strong><a target=\"_blank\" href=\"https:\/\/tech-lab.sios.jp\/archives\/50208\" target=\"_blank\" rel=\"noopener\" title=\"\">Claude Code\u306e\u4e00\u6642\u30d5\u30a1\u30a4\u30eb\u3067\u7206\u901f\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u691c\u8a3c\uff1aUI\u4e0d\u8981\u3067\u8981\u4ef6\u3092\u767a\u898b\u3059\u308b\u65b9\u6cd5<\/a><\/strong>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>tmp\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u672c\u8cea\u7684\u767a\u898b\uff08\u6982\u5ff5\u7de8\uff09<\/li>\n<li>\u306a\u305cUI\u306a\u3057\u3067\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u3092\u6574\u5099\u3067\u304d\u308b\u304b<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><span id=\"guan_lianburogu\">\u95a2\u9023\u30d6\u30ed\u30b0<\/span><\/h3>\n<p>\u8cea\u554f\u3084\u611f\u60f3\u306f\u3001\u30b3\u30e1\u30f3\u30c8\u6b04\u3067\u304a\u5f85\u3061\u3057\u3066\u304a\u308a\u307e\u3059\uff01<\/p>\n<p><!-- Anyway Feedback Container \/\/--><\/p>\n<p><!-- \/\/Anyway Feedback Container --><\/div>\n\n<br \/><a href=\"https:\/\/tech-lab.sios.jp\/archives\/50202\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u306f\u3058\u3081\u306b \u3069\u3082\uff01Claude Code\u306b\u3079\u3063\u305f\u308a\u306a\u9f8d\u3061\u3083\u3093\u3067\u3059\u3002 \u524d\u56de\u306e\u8a18\u4e8b\u300cClaude Code\u306e\u4e00\u6642\u30d5\u30a1\u30a4\u30eb\u3067\u7206\u901f\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u691c\u8a3c\uff1aUI\u4e0d\u8981\u3067\u8981\u4ef6\u3092\u767a\u898b\u3059\u308b\u65b9\u6cd5\u300d\u3067\u3001tmp\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u300c\u81ea\u7136\u8a00\u8a9e\u304b\u3089\u751f\u307e\u308c\u305f\u7d14\u7c8b [&hellip;]","protected":false},"author":1,"featured_media":24023,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-24022","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Claude Code\u4e00\u6642\u30d5\u30a1\u30a4\u30eb\u304b\u3089Skills\u3078\uff1a\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u62bd\u51fa\u306e\u5b9f\u8df5\u30ac\u30a4\u30c9 | SIOS Tech. Lab - \u30dd\u30b1\u30b3\u30f3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/tech-lab.sios.jp\/archives\/50202\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Claude Code\u4e00\u6642\u30d5\u30a1\u30a4\u30eb\u304b\u3089Skills\u3078\uff1a\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u62bd\u51fa\u306e\u5b9f\u8df5\u30ac\u30a4\u30c9 | SIOS Tech. 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