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Officially verified details PromptShield

Stop credential leaks and block prompt injection attacks in local developer workflows. 100% offline, zero network telemetry.

PromptShield

PromptShield Reviews and Details

This page is designed to help you find out whether PromptShield is good and if it is the right choice for you.

Screenshots and images

  • PromptShield local secret masking and prompt injection defence sandbox //
    2026-09-21

Features & Specs

  1. Secret Masking

    Redacts API keys, private keys, database URIs, passwords, and PII before prompts leave the device.

  2. Prompt Injection Detection

    Blocks direct overrides, DAN and jailbreak personas, system prompt extraction, and hidden Unicode payloads in under 0.2 ms.

  3. PII Detection

    Checks Australian TFNs and Medicare numbers, mobile numbers, credit cards, and other identity data before transmission.

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Questions & Answers

As answered by people managing PromptShield.
  1. Who are some of the biggest customers of PromptShield?

    • No publicly disclosed customers yet; PromptShield is an early open-source project, and its public entry points are the GitHub repository and browser demo.
  2. What makes PromptShield unique?

    PromptShield combines two protections in one local-first tool:

    • Outbound protection masks credentials, database URIs, and PII with deterministic pseudonyms, so context stays useful and values can be restored locally.
    • Inbound protection blocks prompt injection, DAN and jailbreak personas, system-prompt extraction, and hidden Unicode payloads.

    It uses Python's standard library, zero telemetry, and zero external network calls. The code is open source and there is a live browser demo.

  3. Why should a person choose PromptShield over its competitors?

    Choose PromptShield when protection should stay on the developer's machine. It combines outbound secret and PII sanitisation with inbound prompt-injection defence, uses Python's standard library, makes no external network calls, and has zero telemetry. Deterministic pseudonyms preserve useful context, while the Guard engine is designed for sub-millisecond checks. The project is open source and includes a live browser demo.

  4. How would you describe the primary audience of PromptShield?

    PromptShield is for developers and small teams who send source code, logs, tickets, or customer text to Claude, ChatGPT, Gemini, and other LLMs. It also suits maintainers of LLM agents and RAG pipelines, security and privacy-conscious organisations, and people who use terminal AI tools. It is designed for users who want local, auditable controls without sending sensitive data to a third-party scanning service.

  5. What's the story behind PromptShield?

    PromptShield was created for a practical problem in AI workflows: people can paste secrets and personal data into model prompts, while agent-facing prompts can carry injections and jailbreaks. The project addresses both directions with a local-first Python tool that sanitises outbound data and guards inbound prompts. It grew into an open-source project with a CLI, Git hook, clipboard workflow, CI integration, and browser sandbox. Zero telemetry and a standard-library-only implementation keep deployment simple.

  6. Which are the primary technologies used for building PromptShield?

    The CLI and core engines use Python 3.8+ and the Python standard library. Detection combines secret signatures, pattern matching, entropy checks, Luhn credit-card validation, Australian TFN Mod 11 validation, and heuristics for prompt injection, jailbreaks, system-prompt extraction, and hidden Unicode. The project also includes Git hooks and GitHub Actions integration. The interactive demo runs client-side in the browser with JavaScript and WebAssembly.

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Is PromptShield good? This is an informative page that will help you find out. Moreover, you can review and discuss PromptShield here. The primary details have been verified within the last quarter. So they could be considered up to date. If you think we are missing something, please use the means on this page to comment or suggest changes. All reviews and comments are highly encouranged and appreciated as they help everyone in the community to make an informed choice. Please always be kind and objective when evaluating a product and sharing your opinion.