[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6PDQY2C77GVGXWAR1ZVBVM7":3,"skill-same:01M6PDQY2C77GVGXWAR1ZVBVM7":66},{"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":23,"publishedAt":37,"linkOnly":38,"markdownContent":39,"markdownBody":40,"frontMatter":41,"refName":42,"commitSha":43,"skillDirectory":44,"forksCount":45,"repositoryHtmlUrl":46,"repositoryHomepageUrl":47,"ownerHtmlUrl":48,"ownerBlogUrl":49,"ownerDescription":50,"updatedAt":51,"install":52,"resources":65},"01M6PDQY2C77GVGXWAR1ZVBVM7","scaffold-exercises",null,"Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use when user wants to scaffold exercises, create exercise stubs, or set up a new course section.","stevesolun\u002Fctx","stevesolun","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F1304538?v=4","01M6PDDJQ35XAXMPJQP8YG3P2X","Steve Solun","01M6PDDJVJ663A3CMV7XQN9XAY",590,"MIT","https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fimported-skills\u002Fmattpocock\u002Fscaffold-exercises\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36],"scaffold","scaffold exercises","directory","create","SET","exercise","user","use","up","linting","with","course","section","2026-11-10 10:12:30",false,"---\nname: scaffold-exercises\ndescription: Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use when user wants to scaffold exercises, create exercise stubs, or set up a new course section.\n---\n\n# Scaffold Exercises\n\nCreate exercise directory structures that pass `pnpm ai-hero-cli internal lint`, then commit with `git commit`.\n\n## Directory naming\n\n- **Sections**: `XX-section-name\u002F` inside `exercises\u002F` (e.g., `01-retrieval-skill-building`)\n- **Exercises**: `XX.YY-exercise-name\u002F` inside a section (e.g., `01.03-retrieval-with-bm25`)\n- Section number = `XX`, exercise number = `XX.YY`\n- Names are dash-case (lowercase, hyphens)\n\n## Exercise variants\n\nEach exercise needs at least one of these subfolders:\n\n- `problem\u002F` - student workspace with TODOs\n- `solution\u002F` - reference implementation\n- `explainer\u002F` - conceptual material, no TODOs\n\nWhen stubbing, default to `explainer\u002F` unless the plan specifies otherwise.\n\n## Required files\n\nEach subfolder (`problem\u002F`, `solution\u002F`, `explainer\u002F`) needs a `readme.md` that:\n\n- Is **not empty** (must have real content, even a single title line works)\n- Has no broken links\n\nWhen stubbing, create a minimal readme with a title and a description:\n\n```md\n# Exercise Title\n\nDescription here\n```\n\nIf the subfolder has code, it also needs a `main.ts` (>1 line). But for stubs, a readme-only exercise is fine.\n\n## Workflow\n\n1. **Parse the plan** - extract section names, exercise names, and variant types\n2. **Create directories** - `mkdir -p` for each path\n3. **Create stub readmes** - one `readme.md` per variant folder with a title\n4. **Run lint** - `pnpm ai-hero-cli internal lint` to validate\n5. **Fix any errors** - iterate until lint passes\n\n## Lint rules summary\n\nThe linter (`pnpm ai-hero-cli internal lint`) checks:\n\n- Each exercise has subfolders (`problem\u002F`, `solution\u002F`, `explainer\u002F`)\n- At least one of `problem\u002F`, `explainer\u002F`, or `explainer.1\u002F` exists\n- `readme.md` exists and is non-empty in the primary subfolder\n- No `.gitkeep` files\n- No `speaker-notes.md` files\n- No broken links in readmes\n- No `pnpm run exercise` commands in readmes\n- `main.ts` required per subfolder unless it's readme-only\n\n## Moving\u002Frenaming exercises\n\nWhen renumbering or moving exercises:\n\n1. Use `git mv` (not `mv`) to rename directories - preserves git history\n2. Update the numeric prefix to maintain order\n3. Re-run lint after moves\n\nExample:\n\n```bash\ngit mv exercises\u002F01-retrieval\u002F01.03-embeddings exercises\u002F01-retrieval\u002F01.04-embeddings\n```\n\n## Example: stubbing from a plan\n\nGiven a plan like:\n\n```\nSection 05: Memory Skill Building\n- 05.01 Introduction to Memory\n- 05.02 Short-term Memory (explainer + problem + solution)\n- 05.03 Long-term Memory\n```\n\nCreate:\n\n```bash\nmkdir -p exercises\u002F05-memory-skill-building\u002F05.01-introduction-to-memory\u002Fexplainer\nmkdir -p exercises\u002F05-memory-skill-building\u002F05.02-short-term-memory\u002F{explainer,problem,solution}\nmkdir -p exercises\u002F05-memory-skill-building\u002F05.03-long-term-memory\u002Fexplainer\n```\n\nThen create readme stubs:\n\n```\nexercises\u002F05-memory-skill-building\u002F05.01-introduction-to-memory\u002Fexplainer\u002Freadme.md -> \"# Introduction to Memory\"\nexercises\u002F05-memory-skill-building\u002F05.02-short-term-memory\u002Fexplainer\u002Freadme.md -> \"# Short-term Memory\"\nexercises\u002F05-memory-skill-building\u002F05.02-short-term-memory\u002Fproblem\u002Freadme.md -> \"# Short-term Memory\"\nexercises\u002F05-memory-skill-building\u002F05.02-short-term-memory\u002Fsolution\u002Freadme.md -> \"# Short-term Memory\"\nexercises\u002F05-memory-skill-building\u002F05.03-long-term-memory\u002Fexplainer\u002Freadme.md -> \"# Long-term Memory\"\n```\n","# Scaffold Exercises\n\nCreate exercise directory structures that pass `pnpm ai-hero-cli internal lint`, then commit with `git commit`.\n\n## Directory naming\n\n- **Sections**: `XX-section-name\u002F` inside `exercises\u002F` (e.g., `01-retrieval-skill-building`)\n- **Exercises**: `XX.YY-exercise-name\u002F` inside a section (e.g., `01.03-retrieval-with-bm25`)\n- Section number = `XX`, exercise number = `XX.YY`\n- Names are dash-case (lowercase, hyphens)\n\n## Exercise variants\n\nEach exercise needs at least one of these subfolders:\n\n- `problem\u002F` - student workspace with TODOs\n- `solution\u002F` - reference implementation\n- `explainer\u002F` - conceptual material, no TODOs\n\nWhen stubbing, default to `explainer\u002F` unless the plan specifies otherwise.\n\n## Required files\n\nEach subfolder (`problem\u002F`, `solution\u002F`, `explainer\u002F`) needs a `readme.md` that:\n\n- Is **not empty** (must have real content, even a single title line works)\n- Has no broken links\n\nWhen stubbing, create a minimal readme with a title and a description:\n\n```md\n# Exercise Title\n\nDescription here\n```\n\nIf the subfolder has code, it also needs a `main.ts` (>1 line). But for stubs, a readme-only exercise is fine.\n\n## Workflow\n\n1. **Parse the plan** - extract section names, exercise names, and variant types\n2. **Create directories** - `mkdir -p` for each path\n3. **Create stub readmes** - one `readme.md` per variant folder with a title\n4. **Run lint** - `pnpm ai-hero-cli internal lint` to validate\n5. **Fix any errors** - iterate until lint passes\n\n## Lint rules summary\n\nThe linter (`pnpm ai-hero-cli internal lint`) checks:\n\n- Each exercise has subfolders (`problem\u002F`, `solution\u002F`, `explainer\u002F`)\n- At least one of `problem\u002F`, `explainer\u002F`, or `explainer.1\u002F` exists\n- `readme.md` exists and is non-empty in the primary subfolder\n- No `.gitkeep` files\n- No `speaker-notes.md` files\n- No broken links in readmes\n- No `pnpm run exercise` commands in readmes\n- `main.ts` required per subfolder unless it's readme-only\n\n## Moving\u002Frenaming exercises\n\nWhen renumbering or moving exercises:\n\n1. Use `git mv` (not `mv`) to rename directories - preserves git history\n2. Update the numeric prefix to maintain order\n3. Re-run lint after moves\n\nExample:\n\n```bash\ngit mv exercises\u002F01-retrieval\u002F01.03-embeddings exercises\u002F01-retrieval\u002F01.04-embeddings\n```\n\n## Example: stubbing from a plan\n\nGiven a plan like:\n\n```\nSection 05: Memory Skill Building\n- 05.01 Introduction to Memory\n- 05.02 Short-term Memory (explainer + problem + solution)\n- 05.03 Long-term Memory\n```\n\nCreate:\n\n```bash\nmkdir -p exercises\u002F05-memory-skill-building\u002F05.01-introduction-to-memory\u002Fexplainer\nmkdir -p exercises\u002F05-memory-skill-building\u002F05.02-short-term-memory\u002F{explainer,problem,solution}\nmkdir -p exercises\u002F05-memory-skill-building\u002F05.03-long-term-memory\u002Fexplainer\n```\n\nThen create readme stubs:\n\n```\nexercises\u002F05-memory-skill-building\u002F05.01-introduction-to-memory\u002Fexplainer\u002Freadme.md -> \"# Introduction to Memory\"\nexercises\u002F05-memory-skill-building\u002F05.02-short-term-memory\u002Fexplainer\u002Freadme.md -> \"# Short-term Memory\"\nexercises\u002F05-memory-skill-building\u002F05.02-short-term-memory\u002Fproblem\u002Freadme.md -> \"# Short-term Memory\"\nexercises\u002F05-memory-skill-building\u002F05.02-short-term-memory\u002Fsolution\u002Freadme.md -> \"# Short-term Memory\"\nexercises\u002F05-memory-skill-building\u002F05.03-long-term-memory\u002Fexplainer\u002Freadme.md -> \"# Long-term Memory\"\n```\n",{"name":5,"description":7},"main","11b582a7cd4d549f1e83c412e04421bcc9c3fc28","imported-skills\u002Fmattpocock\u002Fscaffold-exercises",69,"https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx","https:\u002F\u002Fstevesolun.github.io\u002Fctx\u002F","https:\u002F\u002Fgithub.com\u002Fstevesolun","https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fsolunsteve\u002F","High motivated, dedicated, fast learner data scientist and enthusiastic researcher.","2026-10-15 03:55:28",{"source":8,"skillName":5,"commands":53,"prompt":63,"zipAvailable":64},[54,57,60],{"tool":55,"command":56},"npx","npx skills add stevesolun\u002Fctx --skill scaffold-exercises",{"tool":58,"command":59},"bunx","bunx skills add stevesolun\u002Fctx --skill scaffold-exercises",{"tool":61,"command":62},"pnpm","pnpm dlx skills add stevesolun\u002Fctx --skill scaffold-exercises","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fimported-skills\u002Fmattpocock\u002Fscaffold-exercises\u002FSKILL.md",true,[],[67,92,112,137,162,183],{"skillNo":68,"name":69,"nameZh":6,"description":70,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":71,"categories":72,"keywords":73,"publishedAt":37},"01M6PDTT7F6Z9T6G6H92845RNC","toolbox","Pre\u002Fpost dev toolbox — named bundles of skills\u002Fagents loaded before development work and councils of experts invoked after. Run \u002Ftoolbox or the toolbox.py CLI to list, activate, initialize, export, import, and validate toolboxes. Invoke at the start or end of a dev session, when setting up a new repo, or when sharing toolboxes with a team.","https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fskills\u002Ftoolbox\u002FSKILL.md",[],[69,74,75,76,77,78,79,80,81,82,32,83,84,85,86,87,88,89,90,91],"cli","development","run","start","team","work","list","initialize","export","activate","feature","end","new repo","false","import","experts","at","invoke",{"skillNo":93,"name":94,"nameZh":6,"description":95,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":96,"categories":97,"keywords":99,"publishedAt":37},"01M6PDTNZ10BAW6VY49S40NCBB","skill-router","Alive skill router — reads the current project's stack and loads\u002Funloads skills dynamically. Invoke at session start or when project context changes.","https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fskills\u002Fskill-router\u002FSKILL.md",[98],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[100,101,77,102,103,104,105,106,107,108,109,110,90,111,91],"router","skill router","Meta","stack","context","session","project context","project","loads","session start","true","changes",{"skillNo":113,"name":114,"nameZh":6,"description":115,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":116,"categories":117,"keywords":119,"publishedAt":37},"01M6PDTGVDG503T4QNX64KJMAC","repo-stats-autoupdate","Keeps README badge + inline counts in sync with the real number of skills, agents, graph nodes\u002Fedges, communities, converted pipelines, and test inventory. Runs automatically on every commit via a git pre-commit hook. Use when the README drifts from reality or before publishing a release.","https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fskills\u002Frepo-stats-autoupdate\u002FSKILL.md",[118],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[120,121,122,123,124,125,126,127,128,129,130,131,31,132,133,87,34,134,135,136],"stats","repo","repo stats autoupdate","test","commit","sync","release","git","graph","pre-commit","inventory","README","publishing","communities","hook","number","inline",{"skillNo":138,"name":139,"nameZh":6,"description":140,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":141,"categories":142,"keywords":149,"publishedAt":37},"01M6PDTC3AB7H4NXJFS3SDKQG9","find-skills","Discover installable agent skills from ctx's shipped Skills.sh catalog, the Skills.sh search API, and the npx skills CLI. Use when a user asks whether a skill exists, wants to add\u002Fupdate a skill, or needs a repeatable procedure for finding candidate skills safely.","https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fskills\u002Ffind-skills\u002FSKILL.md",[143,144],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":145,"categoryName":146,"taxonomyType":147,"taxonomyTypeDesc":148},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[150,151,74,152,153,154,30,155,31,55,156,157,158,159,160,161],"find skills","find","update","search","api","catalog","discover","add","skills cli","for","candidate","ctx",{"skillNo":163,"name":164,"nameZh":6,"description":165,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":166,"categories":167,"keywords":168,"publishedAt":37},"01M6PDT6ETDH54GGY7K8E29Y9V","no-mistakes","Validate committed feature-branch changes through the no-mistakes pipeline: intent, rebase, review, test, docs, lint, push, PR, and CI. Use when the user asks to run no-mistakes, ship safely, validate before pushing, or gate a change before it reaches upstream.","https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fimported-skills\u002Fno-mistakes\u002Fskills\u002Fno-mistakes\u002FSKILL.md",[],[169,170,123,171,172,173,76,174,175,176,177,178,179,180,31,181,182,84,110,111],"no mistakes","review","change","validate","pr","lint","push","ci","pipeline","ship","rebase","branch","intent","upstream",{"skillNo":184,"name":185,"nameZh":6,"description":186,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":187,"categories":188,"keywords":191,"publishedAt":37},"01M6PDT18DD3HETZF1CF39CT8J","zoom-out","Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture.","https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fimported-skills\u002Fmattpocock\u002Fzoom-out\u002FSKILL.md",[189,190],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":145,"categoryName":146,"taxonomyType":147,"taxonomyTypeDesc":148},[192,193,194,195,104,31,196,197,34,198,199,110,200,36],"zoom out","zoom","code","how","it","understand","you","re","perspective"]