[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6FE14GJA841TYDBZP68BVJK":3,"skill-same:01M6FE14GJA841TYDBZP68BVJK":49},{"skillNo":4,"name":5,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":17,"publishedAt":22,"linkOnly":23,"markdownContent":24,"markdownBody":24,"frontMatter":25,"refName":26,"commitSha":27,"skillDirectory":28,"forksCount":29,"repositoryHtmlUrl":30,"repositoryHomepageUrl":31,"ownerHtmlUrl":32,"ownerBlogUrl":6,"ownerDescription":33,"updatedAt":34,"install":35,"resources":48},"01M6FE14GJA841TYDBZP68BVJK","para-memory-files",null,"ComeOnOliver\u002Fskillshub","ComeOnOliver","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F43215937?v=4","01M6E5JNFECJAAVFE0W7SMWWD2","Haoran Shu","01M6E5JNNDQS7AJZDYFQ8TPZCK",66,"MIT","https:\u002F\u002Fgithub.com\u002FComeOnOliver\u002Fskillshub\u002Fblob\u002Fmain\u002Fskills\u002Fpaperclipai\u002Fpaperclip\u002Fpara-memory-files\u002FSKILL.md",[],[18,19,20,21],"memory","para memory files","para","files","2026-11-10 10:12:30",false,"# PARA Memory Files\n\nPersistent, file-based memory organized by Tiago Forte's PARA method. Three layers: a knowledge graph, daily notes, and tacit knowledge. All paths are relative to `$AGENT_HOME`.\n\n## Three Memory Layers\n\n### Layer 1: Knowledge Graph (`$AGENT_HOME\u002Flife\u002F` -- PARA)\n\nEntity-based storage. Each entity gets a folder with two tiers:\n\n1. `summary.md` -- quick context, load first.\n2. `items.yaml` -- atomic facts, load on demand.\n\n```text\n$AGENT_HOME\u002Flife\u002F\n  projects\u002F          # Active work with clear goals\u002Fdeadlines\n    \u003Cname>\u002F\n      summary.md\n      items.yaml\n  areas\u002F             # Ongoing responsibilities, no end date\n    people\u002F\u003Cname>\u002F\n    companies\u002F\u003Cname>\u002F\n  resources\u002F         # Reference material, topics of interest\n    \u003Ctopic>\u002F\n  archives\u002F          # Inactive items from the other three\n  index.md\n```\n\n**PARA rules:**\n\n- **Projects** -- active work with a goal or deadline. Move to archives when complete.\n- **Areas** -- ongoing (people, companies, responsibilities). No end date.\n- **Resources** -- reference material, topics of interest.\n- **Archives** -- inactive items from any category.\n\n**Fact rules:**\n\n- Save durable facts immediately to `items.yaml`.\n- Weekly: rewrite `summary.md` from active facts.\n- Never delete facts. Supersede instead (`status: superseded`, add `superseded_by`).\n- When an entity goes inactive, move its folder to `$AGENT_HOME\u002Flife\u002Farchives\u002F`.\n\n**When to create an entity:**\n\n- Mentioned 3+ times, OR\n- Direct relationship to the user (family, coworker, partner, client), OR\n- Significant project or company in the user's life.\n- Otherwise, note it in daily notes.\n\nFor the atomic fact YAML schema and memory decay rules, see [references\u002Fschemas.md](references\u002Fschemas.md).\n\n### Layer 2: Daily Notes (`$AGENT_HOME\u002Fmemory\u002FYYYY-MM-DD.md`)\n\nRaw timeline of events -- the \"when\" layer.\n\n- Write continuously during conversations.\n- Extract durable facts to Layer 1 during heartbeats.\n\n### Layer 3: Tacit Knowledge (`$AGENT_HOME\u002FMEMORY.md`)\n\nHow the user operates -- patterns, preferences, lessons learned.\n\n- Not facts about the world; facts about the user.\n- Update whenever you learn new operating patterns.\n\n## Write It Down -- No Mental Notes\n\nMemory does not survive session restarts. Files do.\n\n- Want to remember something -> WRITE IT TO A FILE.\n- \"Remember this\" -> update `$AGENT_HOME\u002Fmemory\u002FYYYY-MM-DD.md` or the relevant entity file.\n- Learn a lesson -> update AGENTS.md, TOOLS.md, or the relevant skill file.\n- Make a mistake -> document it so future-you does not repeat it.\n- On-disk text files are always better than holding it in temporary context.\n\n## Memory Recall -- Use qmd\n\nUse `qmd` rather than grepping files:\n\n```bash\nqmd query \"what happened at Christmas\"   # Semantic search with reranking\nqmd search \"specific phrase\"              # BM25 keyword search\nqmd vsearch \"conceptual question\"         # Pure vector similarity\n```\n\nIndex your personal folder: `qmd index $AGENT_HOME`\n\nVectors + BM25 + reranking finds things even when the wording differs.\n\n## Planning\n\nKeep plans in timestamped files in `plans\u002F` at the project root (outside personal memory so other agents can access them). Use `qmd` to search plans. Plans go stale -- if a newer plan exists, do not confuse yourself with an older version. If you notice staleness, update the file to note what it is supersededBy.\n",{},"main","def8531e65114c0fca8fb8551c1871ee0eed705c","skills\u002Fpaperclipai\u002Fpaperclip\u002Fpara-memory-files",24,"https:\u002F\u002Fgithub.com\u002FComeOnOliver\u002Fskillshub","https:\u002F\u002Fskillshub.wtf","https:\u002F\u002Fgithub.com\u002FComeOnOliver","AI & Blockchain Engineer\r\n","2026-06-24 22:07:19",{"source":7,"skillName":5,"commands":36,"prompt":46,"zipAvailable":47},[37,40,43],{"tool":38,"command":39},"npx","npx skills add ComeOnOliver\u002Fskillshub --skill para-memory-files",{"tool":41,"command":42},"bunx","bunx skills add ComeOnOliver\u002Fskillshub --skill para-memory-files",{"tool":44,"command":45},"pnpm","pnpm dlx skills add ComeOnOliver\u002Fskillshub --skill para-memory-files","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FComeOnOliver\u002Fskillshub\u002Fblob\u002Fmain\u002Fskills\u002Fpaperclipai\u002Fpaperclip\u002Fpara-memory-files\u002FSKILL.md",true,[],[50,64,74,83,89,96],{"skillNo":51,"name":52,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":53,"categories":54,"keywords":60,"publishedAt":22},"01M6FKJN13GMG4KY57J3QD8GY5","model-hierarchy-skill","https:\u002F\u002Fgithub.com\u002FComeOnOliver\u002Fskillshub\u002Fblob\u002Fmain\u002Fskills\u002Fzscole\u002Fmodel-hierarchy-skill\u002Fmodel-hierarchy-skill\u002FSKILL.md",[55],{"categoryNo":56,"categoryName":57,"taxonomyType":58,"taxonomyTypeDesc":59},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[61,62,63],"model","model hierarchy","model hierarchy skill",{"skillNo":65,"name":66,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":67,"categories":68,"keywords":70,"publishedAt":22},"01M6FKJJJ6GCAMR4PPPRD12M5X","zoom-mcp","https:\u002F\u002Fgithub.com\u002FComeOnOliver\u002Fskillshub\u002Fblob\u002Fmain\u002Fskills\u002Fzoom\u002Fskills\u002Fzoom-mcp\u002FSKILL.md",[69],{"categoryNo":56,"categoryName":57,"taxonomyType":58,"taxonomyTypeDesc":59},[71,72,73],"MCP","zoom","zoom mcp",{"skillNo":75,"name":76,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":77,"categories":78,"keywords":79,"publishedAt":22},"01M6FKJE3KYT3KPEZMEEHYKA6K","zoom-apps-sdk","https:\u002F\u002Fgithub.com\u002FComeOnOliver\u002Fskillshub\u002Fblob\u002Fmain\u002Fskills\u002Fzoom\u002Fskills\u002Fzoom-apps-sdk\u002FSKILL.md",[],[80,81,82,72],"sdk","zoom apps sdk","apps",{"skillNo":84,"name":85,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":86,"categories":87,"keywords":88,"publishedAt":22},"01M6FKJ9EDH9Q5VWDF8HAJRSP0","windows","https:\u002F\u002Fgithub.com\u002FComeOnOliver\u002Fskillshub\u002Fblob\u002Fmain\u002Fskills\u002Fzoom\u002Fskills\u002Fwindows\u002FSKILL.md",[],[85],{"skillNo":90,"name":91,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":92,"categories":93,"keywords":95,"publishedAt":22},"01M6FKJ666BEEFC3AE9GJ72Q93","whiteboard","https:\u002F\u002Fgithub.com\u002FComeOnOliver\u002Fskillshub\u002Fblob\u002Fmain\u002Fskills\u002Fzoom\u002Fskills\u002Fwhiteboard\u002FSKILL.md",[94],{"categoryNo":56,"categoryName":57,"taxonomyType":58,"taxonomyTypeDesc":59},[91],{"skillNo":97,"name":98,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":99,"categories":100,"keywords":101,"publishedAt":22},"01M6FKJ21WFCDGTJQ2Q91T9DVW","websockets","https:\u002F\u002Fgithub.com\u002FComeOnOliver\u002Fskillshub\u002Fblob\u002Fmain\u002Fskills\u002Fzoom\u002Fskills\u002Fwebsockets\u002FSKILL.md",[],[98]]