[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6CAB0XTNSPJ4ESZJDFNNAF4":3,"skill-same:01M6CAB0XTNSPJ4ESZJDFNNAF4":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":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},"01M6CAB0XTNSPJ4ESZJDFNNAF4","citation-check",null,"Check a file for citation quality and GRADE compliance","jmagly\u002Faiwg","jmagly","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F1159087?v=4","01M6C10AK8N2WCSQN11FYGTJWN","Joseph 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assessments)\n\n2. **Check Hedging Compliance**\n   - For each citation, verify the surrounding language matches GRADE level:\n     - HIGH: \"demonstrates\", \"shows\", \"confirms\" - OK\n     - MODERATE: \"suggests\", \"indicates\" - OK\n     - LOW: Must use \"limited evidence\", \"some data\"\n     - VERY LOW: Must use \"anecdotal\", \"exploratory\"\n\n3. **Report**\n   - List each citation with its GRADE level\n   - Flag violations (overclaiming)\n   - Suggest fixes for violations\n\n4. **Auto-Fix (--fix)**\n   - Replace overclaiming language with GRADE-appropriate hedging\n   - Preserve meaning while adjusting confidence level\n\n## Arguments\n\n- `[file-path]` - File to check (required)\n- `--fix` - Automatically fix hedging violations\n- `--strict` - Treat all GRADE violations as errors\n\n## References\n\n- @$AIWG_ROOT\u002Fagentic\u002Fcode\u002Fframeworks\u002Fsdlc-complete\u002Frules\u002Fcitation-policy.md - Citation policy\n- @.aiwg\u002Fresearch\u002Fdocs\u002Fgrade-assessment-guide.md - GRADE guide\n- @$AIWG_ROOT\u002Fagentic\u002Fcode\u002Fframeworks\u002Fsdlc-complete\u002Fagents\u002Fcitation-verifier.md - Verifier agent\n","# Citation Check Command\n\nQuick check of a single file for citation validity and GRADE-appropriate hedging.\n\n## Instructions\n\nWhen invoked, perform quick citation check:\n\n1. **Parse File**\n   - Extract all citations (REF-XXX, @-mentions, author-year)\n   - Map each citation to its GRADE level (from quality assessments)\n\n2. **Check Hedging Compliance**\n   - For each citation, verify the surrounding language matches GRADE level:\n     - HIGH: \"demonstrates\", \"shows\", \"confirms\" - OK\n     - MODERATE: \"suggests\", \"indicates\" - OK\n     - LOW: Must use \"limited evidence\", \"some data\"\n     - VERY LOW: Must use \"anecdotal\", \"exploratory\"\n\n3. **Report**\n   - List each citation with its GRADE level\n   - Flag violations (overclaiming)\n   - Suggest fixes for violations\n\n4. **Auto-Fix (--fix)**\n   - Replace overclaiming language with GRADE-appropriate hedging\n   - Preserve meaning while adjusting confidence level\n\n## Arguments\n\n- `[file-path]` - File to check (required)\n- `--fix` - Automatically fix hedging violations\n- `--strict` - Treat all GRADE violations as errors\n\n## References\n\n- @$AIWG_ROOT\u002Fagentic\u002Fcode\u002Fframeworks\u002Fsdlc-complete\u002Frules\u002Fcitation-policy.md - Citation policy\n- @.aiwg\u002Fresearch\u002Fdocs\u002Fgrade-assessment-guide.md - GRADE guide\n- @$AIWG_ROOT\u002Fagentic\u002Fcode\u002Fframeworks\u002Fsdlc-complete\u002Fagents\u002Fcitation-verifier.md - Verifier agent\n",{"name":5,"namespace":37,"platforms":38,"commandHint":40,"description":7},"aiwg",[39],"all",{"category":41},"research-quality","main","6754967c344ccb087a8de06972f55a41067b291b","agentic\u002Fcode\u002Fplugins\u002Fsdlc\u002Fskills\u002Fcitation-check",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 citation-check",{"tool":58,"command":59},"bunx","bunx skills add jmagly\u002Faiwg --skill citation-check",{"tool":61,"command":62},"pnpm","pnpm dlx skills add jmagly\u002Faiwg --skill 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