Towalles Towalles

Prompt Redactor

Paste text with emails, API keys, or JWTs and replace matches with [REDACTED]. Quick redaction before sending to an LLM, all local.

Privacy: processed locally, never uploaded.

↓ Paste in the input area below to see results instantly

Original prompt / text

Paste text with sensitive data; matches become [REDACTED]. Processed locally, never uploaded.

Redacted output

Notes

vs PII Scanner

Scanner highlights matches only; this tool replaces them so you can paste into an LLM. Review before sending.

Paste text with emails, API keys, or JWTs and replace matches with [REDACTED]. Quick redaction before sending to an LLM, all local.

Quick start

  1. Paste text

    Multi-line prompts and log snippets supported.

  2. Copy output

    Copy redacted text in one click.

Pair with PII Scanner

Scan first to review matches, then redact; or redact directly for speed.

Features and use cases

Replace emails, key-like strings, and similar patterns with placeholders for safe sharing.

Use for community posts, GitHub issues, and internal docs—manually review production data too.

Typical Workflow

When sending prompts containing sensitive information to LLMs like ChatGPT, first paste the entire text into the tool. It instantly detects emails (e.g., [email protected]), API Keys (e.g., sk-abc123), and JWT tokens, replacing them with [REDACTED].

The processed text can be directly pasted into AI chat windows. We recommend cross-checking to ensure sensitive data is redacted while code logic and normal text remain intact. All processing happens locally in your browser, making it ideal for corporate or personal private data.

FAQ

Custom placeholder?

Fixed to [REDACTED]; edit manually if you need a custom token.

Does redacted text affect AI comprehension?

Generally no. LLMs rely more on contextual semantics than specific parameter values. But if redacted items are critical variable names (e.g., database fields), manually replace them with meaningful placeholders (e.g., [USERNAME] instead of [REDACTED]).