{"product_id":"ai-powered-claim-numerics-audit-for-manuscript-verification","title":"AI-Powered Claim Numerics Audit for Manuscript Verification","description":"\u003ch3\u003eAI-Powered Claim Numerics Audit for Manuscript Verification\u003c\/h3\u003e\n\n\u003cp\u003eThe \"AI-Powered Claim Numerics Audit for Manuscript Verification\" skill allows developers and research teams to audit numerical claims in a manuscript against their corresponding experiment records, figures, tables, and configurations. This solution helps locate and verify numerical assertions to ensure consistency and accuracy without altering any original content.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eReads manuscripts formatted in LaTeX or Markdown, as well as supporting documentation files and data sources, including \u003ccode\u003eAGENTS.md\u003c\/code\u003e, \u003ccode\u003edocs\/05_experiment_plan.md\u003c\/code\u003e, \u003ccode\u003edocs\/06_result_tables.md\u003c\/code\u003e, \u003ccode\u003edocs\/07_experiment_tracker.md\u003c\/code\u003e, \u003ccode\u003edocs\/08_analysis.md\u003c\/code\u003e, and \u003ccode\u003eresults\/data\u003c\/code\u003e.\u003c\/li\u003e\n    \u003cli\u003eAudits numerical claims by verifying values against traceable research artifacts such as tables, figures, and configuration files.\u003c\/li\u003e\n    \u003cli\u003eRecords details of each numerical claim, including its location in the manuscript, the value and unit, comparison direction, and supporting artifacts.\u003c\/li\u003e\n    \u003cli\u003eChecks conditions such as value consistency, rounding, unit usage, denominator, seed aggregation, and uncertainty intervals.\u003c\/li\u003e\n    \u003cli\u003eDocuments each verified item, mismatch, or unresolved claim in a pre-submission audit document \u003ccode\u003edocs\/11_pre_submission_audit.md\u003c\/code\u003e under \"数字与论断核验\".\u003c\/li\u003e\n    \u003cli\u003eEnsures the resolution owner is noted without making silent edits.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eDevelopers working with AI coding agents like Claude Code, Cursor, and Codex.\u003c\/li\u003e\n    \u003cli\u003eResearch teams that need to verify numerical consistency in their manuscripts and supporting documents.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eVerifying research manuscripts before submission to ensure that all numerical claims are accurate and traceable.\u003c\/li\u003e\n    \u003cli\u003eSupporting audit trails in research documentation by cross-checking numerical data with experiment plans and results.\u003c\/li\u003e\n    \u003cli\u003eFacilitating internal reviews of technical documents that require meticulous confirmation of numerical data integrity.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eIntegrates with AI agents such as Claude Code, Cursor, and Codex via their respective capability packages.\u003c\/li\u003e\n    \u003cli\u003eUses document parsing and numerical audit techniques specific to LaTeX and Markdown formats.\u003c\/li\u003e\n    \u003cli\u003eOrganizes output into structured audit documentation for pre-submission analysis.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003ewangyi0403\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/wangyi0403\/dl-research-workflow\" rel=\"nofollow noopener\" target=\"_blank\"\u003ewangyi0403\/dl-research-workflow\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":53101425426743,"sku":"MCP-WANGYI0403-DL-RESEARCH-WORKFLOW-CLAIM-NUMERICS-AUDIT","price":25.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/PtgKIYyPQAC0GFKvXShrG_9872397a3f8b4f77b94e4f2c6f986dc1.jpg?v=1791288777","url":"https:\/\/mcpcart.com\/products\/ai-powered-claim-numerics-audit-for-manuscript-verification","provider":"SPF PRO","version":"1.0","type":"link"}