disclosure-check
在提交导出或公开前自动发现小单元计数、可识别性等常见披露问题，降低被拒风险。
会处理敏感/受限数据，必须在合规和安全环境中运行。
对机密/受限数据的表格、图像和日志做统计披露风险预检并报告问题点。
在把依赖受限或机密数据的表格、图像或日志发出去前做一轮泄露风险预检：找小单元、可识别的精确计数、PII 泄露或未做四舍五入的敏感统计。适合在准备导出、提交审查或共享分析结果前用，避免被拒绝或违规。会把发现分 CRITICAL/WARNING/OK，并对任何 CRITICAL 结果做拦截与说明。
▸ 展开 SKILL.md 英文原文
Pre-screen analysis outputs (tables, figures, logs) built on restricted or confidential data for statistical-disclosure-limitation problems before any release. Scans for small cell counts, complementary-suppression gaps, dominance (p-percent / (n,k)), re-identifiable exact counts, PII leakage, and unrounded sensitive statistics; classifies each finding CRITICAL / WARNING / OK and gates on any CRITICAL. Use before depositing or sharing restricted-data results, or when the user says "disclosure check", "SDL scan", "is this output safe to release", "check for small cells", "disclosure avoidance", "pre-screen for the RDC", or "can I export this from the enclave".
帮我安装这个 skill：https://raw.githubusercontent.com/pedrohcgs/claude-code-my-workflow/main/.claude/skills/disclosure-check/SKILL.mdcurl -fsSL "https://raw.githubusercontent.com/pedrohcgs/claude-code-my-workflow/main/.claude/skills/disclosure-check/SKILL.md"# `/disclosure-check` — Statistical-Disclosure-Limitation pre-screen Scan analysis outputs built on **restricted or confidential data** (Census FSRDC, IRS SOI, administrative registers, linked health records, proprietary firm panels) for the disclosure-avoidance problems that get an export request rejected — *before* it reaches the data provider's official disclosure review. The skill is a **pre-screen, not a substitute** for that review. **Core principle:** A single un-suppressed `n=3` cell, an exact count that pins down one firm, or a `p`-percent dominance failure can re-identify a person or establishment. Catch it on your machine, not in the rejection email from the RDC analyst. ## Whe