[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6C2XH63JRG82PV2HD064TA2":3,"skill-same:01M6C2XH63JRG82PV2HD064TA2":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":26,"publishedAt":32,"linkOnly":33,"markdownContent":34,"markdownBody":35,"frontMatter":36,"refName":42,"commitSha":43,"skillDirectory":44,"forksCount":45,"repositoryHtmlUrl":46,"repositoryHomepageUrl":47,"ownerHtmlUrl":48,"ownerBlogUrl":49,"ownerDescription":50,"updatedAt":51,"install":52,"resources":65},"01M6C2XH63JRG82PV2HD064TA2","research-cite",null,"Generate properly formatted citation from research corpus","jmagly\u002Faiwg","jmagly","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F1159087?v=4","01M6C10AK8N2WCSQN11FYGTJWN","Joseph Magly","01M6C10AQ8A2RMED1Y1BSVY7NF",229,"MIT","https:\u002F\u002Fgithub.com\u002Fjmagly\u002Faiwg\u002Fblob\u002Fmain\u002Fagentic\u002Fcode\u002Fplugins\u002Fcodex-sdlc\u002Fskills\u002Fresearch-cite\u002FSKILL.md",[18,23],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",[27,28,29,30,31],"research","research cite","generate","quality","Citation","2026-11-10 10:12:30",false,"---\nnamespace: aiwg\nname: research-cite\nplatforms: [all]\ndescription: Generate properly formatted citation from research corpus\ncommandHint:\n  category: research-quality\n---\n\n# Research Cite Command\n\nGenerate a properly formatted, policy-compliant citation from the research corpus.\n\n## Instructions\n\nWhen invoked, generate a correct citation:\n\n1. **Locate Source**\n   - Search `.aiwg\u002Fresearch\u002Fsources\u002F` and `.aiwg\u002Fresearch\u002Ffindings\u002F` for the specified reference\n   - Match by REF-XXX identifier, author name, or keyword\n   - If multiple matches, present options for user selection\n\n2. **Load Metadata**\n   - Extract frontmatter: ref_id, title, authors, year, DOI, source_type\n   - Load quality assessment if available\n   - Determine GRADE level\n\n3. **Generate Citation**\n   - Format @-mention citation with full path\n   - Include page numbers if specified\n   - Apply GRADE-appropriate hedging language\n   - Include quality level annotation\n\n4. **Output Formats**\n   - `inline` - Ready to paste into markdown\n   - `bibtex` - BibTeX format\n   - `reference` - Full reference section entry\n\n## Arguments\n\n- `[ref-id or keyword]` - REF-XXX identifier or search keyword (required)\n- `--format [inline|bibtex|reference]` - Output format (default: inline)\n- `--page [n]` - Include page reference\n- `--quote \"[text]\"` - Include direct quote\n\n## Example\n\n```\n\u002Fresearch-cite REF-020 --page 4\n\nOutput:\nAccording to @.aiwg\u002Fresearch\u002Ffindings\u002FREF-020-tree-of-thoughts.md (p. 4),\nTree of Thoughts enables \"deliberate decision making\" through systematic\nexploration of reasoning paths.\n\nGRADE: HIGH (peer-reviewed conference, NeurIPS 2023)\nHedging: \"demonstrates\" \u002F \"shows\" appropriate for HIGH quality evidence\n```\n\n## References\n\n- @$AIWG_ROOT\u002Fagentic\u002Fcode\u002Fframeworks\u002Fsdlc-complete\u002Frules\u002Fcitation-policy.md - Citation enforcement rules\n- @$AIWG_ROOT\u002Fagentic\u002Fcode\u002Fframeworks\u002Fsdlc-complete\u002Fschemas\u002Fresearch\u002Ffrontmatter-schema.yaml - Source metadata\n- @.aiwg\u002Fresearch\u002Fdocs\u002Fgrade-assessment-guide.md - GRADE levels\n","# Research Cite Command\n\nGenerate a properly formatted, policy-compliant citation from the research corpus.\n\n## Instructions\n\nWhen invoked, generate a correct citation:\n\n1. **Locate Source**\n   - Search `.aiwg\u002Fresearch\u002Fsources\u002F` and `.aiwg\u002Fresearch\u002Ffindings\u002F` for the specified reference\n   - Match by REF-XXX identifier, author name, or keyword\n   - If multiple matches, present options for user selection\n\n2. **Load Metadata**\n   - Extract frontmatter: ref_id, title, authors, year, DOI, source_type\n   - Load quality assessment if available\n   - Determine GRADE level\n\n3. **Generate Citation**\n   - Format @-mention citation with full path\n   - Include page numbers if specified\n   - Apply GRADE-appropriate hedging language\n   - Include quality level annotation\n\n4. **Output Formats**\n   - `inline` - Ready to paste into markdown\n   - `bibtex` - BibTeX format\n   - `reference` - Full reference section entry\n\n## Arguments\n\n- `[ref-id or keyword]` - REF-XXX identifier or search keyword (required)\n- `--format [inline|bibtex|reference]` - Output format (default: inline)\n- `--page [n]` - Include page reference\n- `--quote \"[text]\"` - Include direct quote\n\n## Example\n\n```\n\u002Fresearch-cite REF-020 --page 4\n\nOutput:\nAccording to @.aiwg\u002Fresearch\u002Ffindings\u002FREF-020-tree-of-thoughts.md (p. 4),\nTree of Thoughts enables \"deliberate decision making\" through systematic\nexploration of reasoning paths.\n\nGRADE: HIGH (peer-reviewed conference, NeurIPS 2023)\nHedging: \"demonstrates\" \u002F \"shows\" appropriate for HIGH quality evidence\n```\n\n## References\n\n- @$AIWG_ROOT\u002Fagentic\u002Fcode\u002Fframeworks\u002Fsdlc-complete\u002Frules\u002Fcitation-policy.md - Citation enforcement rules\n- @$AIWG_ROOT\u002Fagentic\u002Fcode\u002Fframeworks\u002Fsdlc-complete\u002Fschemas\u002Fresearch\u002Ffrontmatter-schema.yaml - Source metadata\n- @.aiwg\u002Fresearch\u002Fdocs\u002Fgrade-assessment-guide.md - GRADE levels\n",{"name":5,"namespace":37,"platforms":38,"commandHint":40,"description":7},"aiwg",[39],"all",{"category":41},"research-quality","main","6754967c344ccb087a8de06972f55a41067b291b","agentic\u002Fcode\u002Fplugins\u002Fcodex-sdlc\u002Fskills\u002Fresearch-cite",36,"https:\u002F\u002Fgithub.com\u002Fjmagly\u002Faiwg","https:\u002F\u002Faiwg.io","https:\u002F\u002Fgithub.com\u002Fjmagly","https:\u002F\u002Fintegrolabs.io","ml\u002Fai, industrial automation, safety\u002Fsecurity, ssi\r\n\r\nmagly.net\r\nintegrolabs.io\r\naiwg.io\r\nfortemi.com\r\npagenary.com\r\nbytecask.com","2026-11-14 02:10:01",{"source":8,"skillName":5,"commands":53,"prompt":63,"zipAvailable":64},[54,57,60],{"tool":55,"command":56},"npx","npx skills add jmagly\u002Faiwg --skill research-cite",{"tool":58,"command":59},"bunx","bunx skills add jmagly\u002Faiwg --skill research-cite",{"tool":61,"command":62},"pnpm","pnpm dlx skills add jmagly\u002Faiwg --skill research-cite","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fjmagly\u002Faiwg\u002Fblob\u002Fmain\u002Fagentic\u002Fcode\u002Fplugins\u002Fcodex-sdlc\u002Fskills\u002Fresearch-cite\u002FSKILL.md",true,[],[67,95,119,125,132,146],{"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":74,"publishedAt":32},"01M70QA0BSYJ49EES9V4RE8QH1","host-hardening","Read-only system hardening baseline and plan-first host hardening recommendations for SSH, Docker bind addresses, firewall persistence, datastores, exporters and audit retention.","https:\u002F\u002Fgithub.com\u002Fjmagly\u002Faiwg\u002Fblob\u002Fmain\u002Fagentic\u002Fcode\u002Fplugins\u002Fsecurity-engineering\u002Fskills\u002Fhost-hardening\u002FSKILL.md",[73],{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94],"host","host hardening","hardening","read","re","recommendations","remediation","plan","port","verification","Bash","access","only","retention","audit","never","firewall","bind","secrets","request",{"skillNo":96,"name":97,"nameZh":6,"description":98,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":99,"categories":100,"keywords":105,"publishedAt":32},"01M70PNT2Z4HMZPRBTAF6073NN","exposure-analysis","Read-only firewall analysis and effective host exposure reconstruction for Docker published ports, UFW bypass, stale rules, CDN scope, IPv6 asymmetry and external probe allowlists.","https:\u002F\u002Fgithub.com\u002Fjmagly\u002Faiwg\u002Fblob\u002Fmain\u002Fagentic\u002Fcode\u002Fplugins\u002Fforensics\u002Fskills\u002Fexposure-analysis\u002FSKILL.md",[101,104],{"categoryNo":102,"categoryName":103,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000011","运维与部署",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[106,107,108,78,109,83,110,111,85,112,75,113,87,114,115,90,91,116,117,118],"exposure analysis","analysis","unknown","credentials","collection","ufw","ports","internet","local","scope","reconstruction","operator","write",{"skillNo":120,"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":121,"categories":122,"keywords":124,"publishedAt":32},"01M70P8QATMPKA78E4FT5D2TNA","https:\u002F\u002Fgithub.com\u002Fjmagly\u002Faiwg\u002Fblob\u002Fmain\u002Fagentic\u002Fcode\u002Fframeworks\u002Fsecurity-engineering\u002Fskills\u002Fhost-hardening\u002FSKILL.md",[123],{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[77,75,76,86,78,94,81,80,89,82,83,84,85,93,87,88,79,90,91,92],{"skillNo":126,"name":97,"nameZh":6,"description":98,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":127,"categories":128,"keywords":131,"publishedAt":32},"01M70NMPVJ5H0JH131P60FW4R8","https:\u002F\u002Fgithub.com\u002Fjmagly\u002Faiwg\u002Fblob\u002Fmain\u002Fagentic\u002Fcode\u002Fframeworks\u002Fforensics-complete\u002Fskills\u002Fexposure-analysis\u002FSKILL.md",[129,130],{"categoryNo":102,"categoryName":103,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[107,106,90,109,83,110,85,108,75,113,87,114,115,78,91,112,111,116,117,118],{"skillNo":133,"name":134,"nameZh":6,"description":135,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":136,"categories":137,"keywords":139,"publishedAt":32},"01M6CB4DDR0B4NNCFK7ZK7449H","fixture-skill","Exercise rule delivery.","https:\u002F\u002Fgithub.com\u002Fjmagly\u002Faiwg\u002Fblob\u002Fmain\u002Ftest\u002Ffixtures\u002Frule-delivery\u002Fskills\u002Ffixture-skill\u002FSKILL.md",[138],{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[140,141,142,143,144,145],"fixture skill","fixture","rule","delivery","true","exercise",{"skillNo":147,"name":148,"nameZh":6,"description":149,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":150,"categories":151,"keywords":153,"publishedAt":32},"01M6CB4AVK1W76MFMPP0JP32CJ","pi-local","Pi-local duplicate-precedence fixture.","https:\u002F\u002Fgithub.com\u002Fjmagly\u002Faiwg\u002Fblob\u002Fmain\u002Ftest\u002Ffixtures\u002Fproviders\u002Fpi\u002Fproject\u002F.pi\u002Fskills\u002Fpi-local\u002FSKILL.md",[152],{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[154,155,114,156,141],"pi","pi local","duplicate"]