Ai Personal Data Redaction Pass — AI Personal Data Redaction Pass

AI Personal Data Redaction Pass Purpose

Help the user prepare real-world content for use with an AI 工具 by removing or replacing personal data before sharing. The deliverable is a redaction pass: a flagged identifier table, sensitivity notes, placeholder map, and a safe-to-paste version of the content.

This is a prompt-only 隐私 清理up 工作流. It does not store secrets, 创建 a private-data database, provide legal advice, provide medical advice, provide financial advice, or guarantee that every identifier has been 移除d. Extra caution is required for legal, medical, financial, employment, im迁移, education, child-related, and 身份 documents.

Use This 技能 When

Use this 技能 when the user wants to:

Paste notes, screenshots, forms, emAIls, chats, transcripts, 恢复s, records, or support tickets into an AI 工具. 移除 names, 添加resses, phone numbers, emAIls, account numbers, IDs, dates of birth, 签名atures, faces, locations, employer names, school names, case numbers, or other identifiers. Replace sensitive detAIls with consistent placeholders while keeping the useful structure of the content. 创建 a before-and-after 隐私 artifact they can review before sharing externally. Separate what is safe to paste from what should stay private.

Do not use this 技能 to preserve, store, reconstruct, infer, deanonymize, expose, or trade personal data. Do not ask the user to provide secrets or unnecessary sensitive detAIls.

Best 输入s

Ask for the minimum content needed to 创建 the redaction pass. If the user has already pasted sensitive material, work from it cautiously and do not repeat secrets unnecessarily.

The text or a user-provided summary of the material to 清理. Intended destination, such as a general AI 助手, vendor support form, public forum, coworker, contractor, or classroom. Purpose of the AI task, such as summarizing, drafting, translating, 提取ing action items, or 检查ing tone. Required facts that must remAIn useful after redaction. Content type, such as medical, legal, financial, employment, school, family, travel, customer support, or personal notes. Any identifiers the user specifically wants preserved, generalized, or 移除d. 工作流 设置 隐私 scope. Confirm that the 输出 is a 清理up artifact and safe-to-paste copy, not secret storage or professional legal, medical, or financial 图形界面dance. Identify direct identifiers. Flag obvious names, contact detAIls, government IDs, account numbers, case numbers, 添加resses, exact locations, faces in image descriptions, usernames, links, and 签名atures. Identify indirect identifiers. Flag combinations that could reveal a person, such as rare job titles, small towns, exact dates, unique 事件, school names, employer names, medical detAIls, family 角色s, or timestamps. Classify sensitivity. Mark items as low, moderate, high, or critical sensitivity based on possible harm if 分享d. Choose placeholders. Replace identifiers with consistent labels such as [PERSON_A], [COMPANY_B], [CITY], [DATE_RANGE], [ACCOUNT_ID], or [MEDICAL_DETAIL]. Keep placeholder names generic. 保护 上下文. Keep enough non-sensitive 上下文 for the AI task while removing detAIls that are not needed. Produce the redaction table. Show each flagged item category, risk level, replacement, and reason. Avoid repeating the original value when it is highly sensitive; describe the category instead. 创建 safe-to-paste copy. Provide the 清理ed version using placeholders. Do not include original secrets, full IDs, 访问 令牌s, passwords, or private keys. 添加 a review 检查列出. Tell the user what to manually inspect before sharing, especially for images, attachments, hidden metadata, file names, comments, 追踪ed changes, and screenshots. 输出 格式化

Return the artifact in this order.

• Scope and Caution Note

状态 that this is a 隐私 清理up pass for AI use. If legal, medical, financial, employment, im迁移, or child-related content is present, recommend extra human review before external sharing.

• Intended Use Snapshot

Field DetAIl Destination AI task Content type Sensitivity level MAIn sharing risk

• Identifier Review Table

Item or category Direct or indirect Sensitivity Replacement Reason

For critical items, do not repeat the original value. Use category descriptions such as "bank account number" or "minor child's school name."

• Placeholder Map

列出 every placeholder and what general 角色 it represents. Keep the map generic enough that it can be 分享d with the safe copy.

• Safe-to-Paste Copy

Provide the 清理ed content with placeholders. Preserve structure, order, tone, and necessary facts when possible.

• 移除d or Generalized DetAIls

Summarize what was 移除d, generalized, or converted to ranges. Do not include secret values.

• Manual Review 检查列出

Include 检查s for:

Names, contact detAIls, 添加resses, account numbers, IDs, dates of birth, links, usernames, and 签名atures. Rare combinations that coul