[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DCV478TZB4SVJRV63588S7":3,"skill-same:01M6DCV478TZB4SVJRV63588S7":54},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":18,"publishedAt":28,"linkOnly":29,"markdownContent":30,"markdownBody":31,"frontMatter":32,"refName":34,"commitSha":35,"skillDirectory":36,"forksCount":14,"repositoryHtmlUrl":37,"repositoryHomepageUrl":6,"ownerHtmlUrl":38,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":39,"install":40,"resources":53},"01M6DCV478TZB4SVJRV63588S7","python-patterns",null,"Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.","Prekzursil\u002Fagent-skills-toolchain","Prekzursil","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F54636077?v=4","01M6DACZ1PCQHD99SCR1YXG28B","Andrei Mihai Visalon","01M6DACZ670WZF535V3WYYSS4Z",0,"MIT","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fplatform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Fpython-patterns\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27],"python","python patterns","patterns","best practices","applications","pythonic","standards","idioms","type","2026-11-10 10:12:30",false,"---\nname: python-patterns\ndescription: Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.\norigin: ECC\n---\n\n# Python Development Patterns\n\nIdiomatic Python patterns and best practices for building robust, efficient, and maintainable applications.\n\n## When to Activate\n\n- Writing new Python code\n- Reviewing Python code\n- Refactoring existing Python code\n- Designing Python packages\u002Fmodules\n\n## Core Principles\n\n### 1. Readability Counts\n\nPython prioritizes readability. Code should be obvious and easy to understand.\n\n```python\n# Good: Clear and readable\ndef get_active_users(users: list[User]) -> list[User]:\n    \"\"\"Return only active users from the provided list.\"\"\"\n    return [user for user in users if user.is_active]\n\n\n# Bad: Clever but confusing\ndef get_active_users(u):\n    return [x for x in u if x.a]\n```\n\n### 2. Explicit is Better Than Implicit\n\nAvoid magic; be clear about what your code does.\n\n```python\n# Good: Explicit configuration\nimport logging\n\nlogging.basicConfig(\n    level=logging.INFO,\n    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'\n)\n\n# Bad: Hidden side effects\nimport some_module\nsome_module.setup()  # What does this do?\n```\n\n### 3. EAFP - Easier to Ask Forgiveness Than Permission\n\nPython prefers exception handling over checking conditions.\n\n```python\n# Good: EAFP style\ndef get_value(dictionary: dict, key: str) -> Any:\n    try:\n        return dictionary[key]\n    except KeyError:\n        return default_value\n\n# Bad: LBYL (Look Before You Leap) style\ndef get_value(dictionary: dict, key: str) -> Any:\n    if key in dictionary:\n        return dictionary[key]\n\n### Type Hints\n### Basic Type Annotations\n","# Python Development Patterns\n\nIdiomatic Python patterns and best practices for building robust, efficient, and maintainable applications.\n\n## When to Activate\n\n- Writing new Python code\n- Reviewing Python code\n- Refactoring existing Python code\n- Designing Python packages\u002Fmodules\n\n## Core Principles\n\n### 1. Readability Counts\n\nPython prioritizes readability. Code should be obvious and easy to understand.\n\n```python\n# Good: Clear and readable\ndef get_active_users(users: list[User]) -> list[User]:\n    \"\"\"Return only active users from the provided list.\"\"\"\n    return [user for user in users if user.is_active]\n\n\n# Bad: Clever but confusing\ndef get_active_users(u):\n    return [x for x in u if x.a]\n```\n\n### 2. Explicit is Better Than Implicit\n\nAvoid magic; be clear about what your code does.\n\n```python\n# Good: Explicit configuration\nimport logging\n\nlogging.basicConfig(\n    level=logging.INFO,\n    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'\n)\n\n# Bad: Hidden side effects\nimport some_module\nsome_module.setup()  # What does this do?\n```\n\n### 3. EAFP - Easier to Ask Forgiveness Than Permission\n\nPython prefers exception handling over checking conditions.\n\n```python\n# Good: EAFP style\ndef get_value(dictionary: dict, key: str) -> Any:\n    try:\n        return dictionary[key]\n    except KeyError:\n        return default_value\n\n# Bad: LBYL (Look Before You Leap) style\ndef get_value(dictionary: dict, key: str) -> Any:\n    if key in dictionary:\n        return dictionary[key]\n\n### Type Hints\n### Basic Type Annotations\n",{"name":5,"origin":33,"description":7},"ECC","main","a298c929b6cbd662e1fce54302ce520d5ceea1a5","platform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Fpython-patterns","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain","https:\u002F\u002Fgithub.com\u002FPrekzursil","2026-11-02 14:30:57",{"source":8,"skillName":5,"commands":41,"prompt":51,"zipAvailable":52},[42,45,48],{"tool":43,"command":44},"npx","npx skills add Prekzursil\u002Fagent-skills-toolchain --skill python-patterns",{"tool":46,"command":47},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill python-patterns",{"tool":49,"command":50},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill python-patterns","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fplatform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Fpython-patterns\u002FSKILL.md",true,[],[55,77,108,135,149,165],{"skillNo":56,"name":57,"nameZh":6,"description":58,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":59,"categories":60,"keywords":61,"publishedAt":28},"01M6DF7D7478R55P46REYH4QAC","clarify-requirements","Resolve genuine pre-execution ambiguity by scanning repo context, generating 1-6 grounded options, and asking 1-3 focused questions via AskUserQuestion. NOT for mid-task use (injection risk); NOT when the goal is already unambiguous; use to disambiguate vague prompts before any file edits.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Fworkspace-hooks\u002Fskills\u002Fclarify-requirements\u002FSKILL.md",[],[62,63,64,65,66,67,68,69,70,71,72,73,74,75,76],"clarify requirements","clarify","requirements","risk","options","task","prompts","goal","scanning","use","context","repo","injection","execution","file",{"skillNo":78,"name":79,"nameZh":6,"description":80,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":81,"categories":82,"keywords":88,"publishedAt":28},"01M6DF79CA4BHJS66J8EZDBPWJ","openmm-md","Run FREE, open-source, Windows-native GPU molecular dynamics via the openmm-md MCP (OpenMM + CUDA on the local NVIDIA GPU). Use for protein \u002F protein-ligand MD when you want a free stack or are on Windows without a Schrodinger license. Covers the full workflow (prepare, solvate, minimize, equilibrate, production, analyze, mmgbsa) AND an honest decision guide vs Schrodinger Desmond, including how to run Desmond legitimately on Linux or a cloud GPU with a real license. This is a deliberately LESSER free alternative and does NOT replace the schrodinger MCP tools. Do NOT use it to pick a free tool when a validated FEP+, WaterMap, IFD-MD, or Prime MM-GBSA result is actually required.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Fmcp\u002Fopenmm-md-mcp\u002Fskill\u002Fopenmm-md\u002FSKILL.md",[83],{"categoryNo":84,"categoryName":85,"taxonomyType":86,"taxonomyTypeDesc":87},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[89,90,91,92,93,94,95,96,97,98,99,100,101,102,71,103,104,105,106,107],"openmm md","how","decision","pick","linux","analyze","tool","stack","open","NVIDIA","gpu","license","workflow","windows","free","molecular dynamics","local","do","MCP",{"skillNo":109,"name":110,"nameZh":6,"description":111,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":112,"categories":113,"keywords":120,"publishedAt":28},"01M6DF76C1MG85VEWP8VZCBNMN","visual-review","Take screenshots of web pages and UI using Playwright for visual review and iteration","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fvisual-review\u002FSKILL.md",[114,117],{"categoryNo":115,"categoryName":116,"taxonomyType":86,"taxonomyTypeDesc":87},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":118,"categoryName":119,"taxonomyType":86,"taxonomyTypeDesc":87},"01JBSEEDCAT000000000000008","测试与质量",[121,122,123,124,125,126,127,128,129,130,90,131,132,133,134],"review","visual","visual review","pages","web","false","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"skillNo":136,"name":137,"nameZh":6,"description":138,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":139,"categories":140,"keywords":141,"publishedAt":28},"01M6DF73AQVCBZKEN0YXEX9FXP","status","Diagnostic status report — shows metaswarm installation state, project setup, and potential issues","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fstatus\u002FSKILL.md",[],[137,142,143,144,145,146,147,148],"setup","report","project","installation","project setup","issues","state",{"skillNo":150,"name":151,"nameZh":6,"description":152,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":153,"categories":154,"keywords":156,"publishedAt":28},"01M6DF6X6C2XB0P6GX76P7TTYV","start","Use when starting work on any task, when the user mentions metaswarm, or when the user wants to begin tracked development work","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fstart\u002FSKILL.md",[155],{"categoryNo":84,"categoryName":85,"taxonomyType":86,"taxonomyTypeDesc":87},[151,157,67,158,159,160,71,161,162,163,164],"start issue","issue","ready","work on issue","user","work","work on","development",{"skillNo":166,"name":142,"nameZh":6,"description":167,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":168,"categories":169,"keywords":170,"publishedAt":28},"01M6DF6QMJ9AJKFKHHKRT005PQ","Interactive project setup — detects your project, configures metaswarm, writes project-local files","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fsetup\u002FSKILL.md",[],[142,144,105,171,146,172],"files","interactive"]