analytics-logic-audit 是做什么的？
一个用于审计数据分析交付物（Notebook、SQL/BigQuery视图、仪表板）业务逻辑的Claude技能——验证数据主张与原始数据的一致性，发现冗余计算、无依据的叙述断言以及常见的聚合错误。
一个用于审计数据分析交付物（Notebook、SQL/BigQuery视图、仪表板）业务逻辑的Claude技能——验证数据主张与原始数据的一致性，发现冗余计算、无依据的叙述断言以及常见的聚合错误。
该技能（IanNarsa/analytics-logic-audit）专为审计数据分析交付物（包括Jupyter Notebook、SQL/BigQuery视图以及仪表板）的业务逻辑而设计。它能自动验证分析报告中的声明是否与原始数据一致，识别出冗余计算、缺乏数据支持的叙事断言以及常见的聚合错误（如GROUP BY误用、SUM与COUNT混淆等）。该技能支持多种数据平台，包括本地文件、Google BigQuery等SQL数据库，以及常见的BI工具（如Tableau、Looker）。通过分析代码、SQL查询和可视化配置，它能够以可执行的方式指出逻辑漏洞并提供修正建议，从而显著提升数据交付物的可信度和准确性。
npx skills add IanNarsa/analytics-logic-auditInstalled? Explore more 研究与数据分析 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →
一个用于审计数据分析交付物（Notebook、SQL/BigQuery视图、仪表板）业务逻辑的Claude技能——验证数据主张与原始数据的一致性，发现冗余计算、无依据的叙述断言以及常见的聚合错误。
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agent skill repository discovered by 10x-chat research.
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.