[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M71QDPXP1PD7H864F90SC70V":3,"skill-same:01M71QDPXP1PD7H864F90SC70V":94},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":17,"publishedAt":38,"linkOnly":39,"markdownContent":40,"markdownBody":41,"frontMatter":42,"refName":56,"commitSha":57,"skillDirectory":58,"forksCount":13,"repositoryHtmlUrl":59,"repositoryHomepageUrl":6,"ownerHtmlUrl":60,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":61,"install":62,"resources":75},"01M71QDPXP1PD7H864F90SC70V","unsloth",null,"Unsloth: 2-5x faster LoRA\u002FQLoRA fine-tuning, less VRAM.","gjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN","gjbvsjjvgm-sketch","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F278511911?v=4","01M71F3JXKZQ70H2KCHHTXKZDA","01M71PENEVFN19DBZFNHJPCHQ7",0,"MIT","https:\u002F\u002Fgithub.com\u002Fgjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Fmlops\u002Ftraining\u002Funsloth\u002FSKILL.md",[],[18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37],"Unsloth","Memory-Efficient","less","orchestra","vram","PEFT","TRL","datasets","tuning","Transformers","Llama","memory","Fast Training","QLoRA","LoRA","Fine-Tuning","Optimization","fast","training","research","2026-11-10 13:02:02",false,"---\nname: unsloth\ndescription: \"Unsloth: 2-5x faster LoRA\u002FQLoRA fine-tuning, less VRAM.\"\nversion: 1.0.0\nauthor: Orchestra Research\nlicense: MIT\ndependencies: [unsloth, torch, transformers, trl, datasets, peft]\nmetadata:\n  hermes:\n    tags: [Fine-Tuning, Unsloth, Fast Training, LoRA, QLoRA, Memory-Efficient, Optimization, Llama, Mistral, Gemma, Qwen]\n\n---\n\n# Unsloth Skill\n\nComprehensive assistance with unsloth development, generated from official documentation.\n\n## When to Use This Skill\n\nThis skill should be triggered when:\n- Working with unsloth\n- Asking about unsloth features or APIs\n- Implementing unsloth solutions\n- Debugging unsloth code\n- Learning unsloth best practices\n\n## Quick Reference\n\n### Common Patterns\n\n*Quick reference patterns will be added as you use the skill.*\n\n## Reference Files\n\nThis skill includes comprehensive documentation in `references\u002F`:\n\n- **llms-txt.md** - Llms-Txt documentation\n\nUse `view` to read specific reference files when detailed information is needed.\n\n## Working with This Skill\n\n### For Beginners\nStart with the getting_started or tutorials reference files for foundational concepts.\n\n### For Specific Features\nUse the appropriate category reference file (api, guides, etc.) for detailed information.\n\n### For Code Examples\nThe quick reference section above contains common patterns extracted from the official docs.\n\n## Resources\n\n### references\u002F\nOrganized documentation extracted from official sources. These files contain:\n- Detailed explanations\n- Code examples with language annotations\n- Links to original documentation\n- Table of contents for quick navigation\n\n### scripts\u002F\nAdd helper scripts here for common automation tasks.\n\n### assets\u002F\nAdd templates, boilerplate, or example projects here.\n\n## Notes\n\n- This skill was automatically generated from official documentation\n- Reference files preserve the structure and examples from source docs\n- Code examples include language detection for better syntax highlighting\n- Quick reference patterns are extracted from common usage examples in the docs\n\n## Updating\n\nTo refresh this skill with updated documentation:\n1. Re-run the scraper with the same configuration\n2. The skill will be rebuilt with the latest information\n\n\u003C!-- Trigger re-upload 1763621536 -->\n\n\n\n","# Unsloth Skill\n\nComprehensive assistance with unsloth development, generated from official documentation.\n\n## When to Use This Skill\n\nThis skill should be triggered when:\n- Working with unsloth\n- Asking about unsloth features or APIs\n- Implementing unsloth solutions\n- Debugging unsloth code\n- Learning unsloth best practices\n\n## Quick Reference\n\n### Common Patterns\n\n*Quick reference patterns will be added as you use the skill.*\n\n## Reference Files\n\nThis skill includes comprehensive documentation in `references\u002F`:\n\n- **llms-txt.md** - Llms-Txt documentation\n\nUse `view` to read specific reference files when detailed information is needed.\n\n## Working with This Skill\n\n### For Beginners\nStart with the getting_started or tutorials reference files for foundational concepts.\n\n### For Specific Features\nUse the appropriate category reference file (api, guides, etc.) for detailed information.\n\n### For Code Examples\nThe quick reference section above contains common patterns extracted from the official docs.\n\n## Resources\n\n### references\u002F\nOrganized documentation extracted from official sources. These files contain:\n- Detailed explanations\n- Code examples with language annotations\n- Links to original documentation\n- Table of contents for quick navigation\n\n### scripts\u002F\nAdd helper scripts here for common automation tasks.\n\n### assets\u002F\nAdd templates, boilerplate, or example projects here.\n\n## Notes\n\n- This skill was automatically generated from official documentation\n- Reference files preserve the structure and examples from source docs\n- Code examples include language detection for better syntax highlighting\n- Quick reference patterns are extracted from common usage examples in the docs\n\n## Updating\n\nTo refresh this skill with updated documentation:\n1. Re-run the scraper with the same configuration\n2. The skill will be rebuilt with the latest information\n\n\u003C!-- Trigger re-upload 1763621536 -->\n\n\n\n",{"name":5,"author":43,"license":14,"version":44,"metadata":45,"description":7,"dependencies":51},"Orchestra Research","1.0.0",{"hermes":46},{"tags":47},[33,18,30,32,31,19,34,28,48,49,50],"Mistral","Gemma","Qwen",[5,52,53,54,25,55],"torch","transformers","trl","peft","main","6746276ba18cb774853eb61b3b9399658bc9bc5c","core\u002Fskills\u002Fmlops\u002Ftraining\u002Funsloth","https:\u002F\u002Fgithub.com\u002Fgjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN","https:\u002F\u002Fgithub.com\u002Fgjbvsjjvgm-sketch","2026-04-28 17:01:03",{"source":8,"skillName":5,"commands":63,"prompt":73,"zipAvailable":74},[64,67,70],{"tool":65,"command":66},"npx","npx skills add gjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN --skill unsloth",{"tool":68,"command":69},"bunx","bunx skills add gjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN --skill unsloth",{"tool":71,"command":72},"pnpm","pnpm dlx skills add gjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN --skill unsloth","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fgjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Fmlops\u002Ftraining\u002Funsloth\u002FSKILL.md",true,[76,82,86,90],{"path":77,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":80,"sourceHtmlUrl":81},"references\u002Findex.md","REFERENCE","参考文档",98,"https:\u002F\u002Fgithub.com\u002Fgjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Fmlops\u002Ftraining\u002Funsloth\u002Freferences\u002Findex.md",{"path":83,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":84,"sourceHtmlUrl":85},"references\u002Fllms-full.md",1077225,"https:\u002F\u002Fgithub.com\u002Fgjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Fmlops\u002Ftraining\u002Funsloth\u002Freferences\u002Fllms-full.md",{"path":87,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":88,"sourceHtmlUrl":89},"references\u002Fllms-txt.md",813089,"https:\u002F\u002Fgithub.com\u002Fgjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Fmlops\u002Ftraining\u002Funsloth\u002Freferences\u002Fllms-txt.md",{"path":91,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":92,"sourceHtmlUrl":93},"references\u002Fllms.md",12504,"https:\u002F\u002Fgithub.com\u002Fgjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Fmlops\u002Ftraining\u002Funsloth\u002Freferences\u002Fllms.md",[95,138,163,180,199,218],{"skillNo":96,"name":97,"nameZh":6,"description":98,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":99,"categories":100,"keywords":117,"publishedAt":38},"01M71QG27G1R2H2ZWEG4S0WTZT","writing-plans","Write implementation plans: bite-sized tasks, paths, code.","https:\u002F\u002Fgithub.com\u002Fgjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Fsoftware-development\u002Fwriting-plans\u002FSKILL.md",[101,106,109,114],{"categoryNo":102,"categoryName":103,"taxonomyType":104,"taxonomyTypeDesc":105},"01JBSEEDCAT000000000000015","视觉设计","SCENARIO","使用场景",{"categoryNo":107,"categoryName":108,"taxonomyType":104,"taxonomyTypeDesc":105},"01JBSEEDCAT000000000000018","写作与文案",{"categoryNo":110,"categoryName":111,"taxonomyType":112,"taxonomyTypeDesc":113},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",{"categoryNo":115,"categoryName":116,"taxonomyType":112,"taxonomyTypeDesc":113},"01JBSEEDCAT000000000000036","内容创作者",[118,119,120,121,122,123,124,125,126,127,128,129,130,131,132,133,134,135,136,137],"writing","writing plans","plans","test-driven","test-driven-development","superpowers","design","workflow","code","tasks","subagent","code-review","review","documentation","write","paths","planning","development","test","implementation",{"skillNo":139,"name":122,"nameZh":6,"description":140,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":141,"categories":142,"keywords":149,"publishedAt":38},"01M71QFZYRTJXMAE551MRAKZ14","TDD: enforce RED-GREEN-REFACTOR, tests before code.","https:\u002F\u002Fgithub.com\u002Fgjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Fsoftware-development\u002Ftest-driven-development\u002FSKILL.md",[143,146],{"categoryNo":144,"categoryName":145,"taxonomyType":104,"taxonomyTypeDesc":105},"01JBSEEDCAT000000000000007","代码审查",{"categoryNo":147,"categoryName":148,"taxonomyType":104,"taxonomyTypeDesc":105},"01JBSEEDCAT000000000000008","测试与质量",[150,135,136,151,152,153,154,123,118,155,126,128,156,157,158,159,160,120,161,162],"test driven development","driven","green","red-green-refactor","testing","debugging","systematic","refactor","systematic-debugging","enforce","tests","tdd","quality",{"skillNo":164,"name":158,"nameZh":6,"description":165,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":166,"categories":167,"keywords":169,"publishedAt":38},"01M71QFWR5Q8EYEQ6MCS3SM6MC","4-phase root cause debugging: understand bugs before fixing.","https:\u002F\u002Fgithub.com\u002Fgjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Fsoftware-development\u002Fsystematic-debugging\u002FSKILL.md",[168],{"categoryNo":147,"categoryName":148,"taxonomyType":104,"taxonomyTypeDesc":105},[170,155,156,121,171,172,122,123,118,128,173,174,135,175,120,176,136,177,178,179],"systematic debugging","problem","problem-solving","phase","bugs","root cause","root-cause","investigation","understand","hermes",{"skillNo":181,"name":182,"nameZh":6,"description":183,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":184,"categories":185,"keywords":191,"publishedAt":38},"01M71QFS9S04MD8JP747W5WM0N","subagent-driven-development","Execute plans via delegate_task subagents (2-stage review).","https:\u002F\u002Fgithub.com\u002Fgjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Fsoftware-development\u002Fsubagent-driven-development\u002FSKILL.md",[186,187,190],{"categoryNo":107,"categoryName":108,"taxonomyType":104,"taxonomyTypeDesc":105},{"categoryNo":188,"categoryName":189,"taxonomyType":104,"taxonomyTypeDesc":105},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":115,"categoryName":116,"taxonomyType":112,"taxonomyTypeDesc":113},[192,128,135,151,121,122,193,194,123,118,125,126,129,130,195,196,120,197,198,136],"subagent driven development","delegate","delegation","subagents","parallel","stage","task",{"skillNo":200,"name":201,"nameZh":6,"description":202,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":203,"categories":204,"keywords":207,"publishedAt":38},"01M71QFQ1DBCVAZ511MXFE6T2V","requesting-code-review","Pre-commit review: security scan, quality gates, auto-fix.","https:\u002F\u002Fgithub.com\u002Fgjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Fsoftware-development\u002Frequesting-code-review\u002FSKILL.md",[205,206],{"categoryNo":144,"categoryName":145,"taxonomyType":104,"taxonomyTypeDesc":105},{"categoryNo":110,"categoryName":111,"taxonomyType":112,"taxonomyTypeDesc":113},[208,209,126,130,121,122,210,211,123,212,118,213,214,128,129,215,216,135,217,120],"code review","requesting code review","fix","auto-fix","auto","security scan","commit","verification","security","scan",{"skillNo":219,"name":220,"nameZh":6,"description":221,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":222,"categories":223,"keywords":225,"publishedAt":38},"01M71QFM7KWM540YR67FRN807Q","python-debugpy","Debug Python: pdb REPL + debugpy remote (DAP).","https:\u002F\u002Fgithub.com\u002Fgjbvsjjvgm-sketch\u002FWORM_V2_SOVEREIGN\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Fsoftware-development\u002Fpython-debugpy\u002FSKILL.md",[224],{"categoryNo":110,"categoryName":111,"taxonomyType":112,"taxonomyTypeDesc":113},[226,227,228,229,230,231,232,233,155,156,234,235,236,158,237,238,239,240,179,241],"debugpy","python debugpy","python","dap","inspect","post-mortem","pdb","remote","debugger","node","commands","debug","post","breakpoints","node-inspect","tui"]