PromptShake

What it does

PromptShake is a visual programming tool for engineering complex prompts and prompt chains. PromptShake supports multiple language models and can be used to create, edit, test, and debug prompts.

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  PromptForge2025 · github.com · ▲474

  PromptForge: Open-source AI prompt engineering workbench with systematic evaluation I built PromptForge after getting frustrated with the manual trial-and-error approach to prompt engineering. Most tools are just text editors, but I wanted something that brings software engineering discipline to prompt development. Key technical features: - AI-assisted prompt generation (stop starting from scratch) - Systematic evaluation engine that auto-generates test suites - Multi-model support (Claude, GPT-4, Azure OpenAI) - Go backend with SQLite for performance and simplicity - One-line Docker…

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  PromptChainer2024 · mindpal.space · ▲333

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  Prompt LibraryFeb 2026 · prompt-library.app · ▲331

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  PromptShark2025 · promptshark.io · ▲15

  An ecosystem around prompts and prompt improvement.

• PI
  Prompt Inspector – A browser-like inspect tool for prompts2025 · inspectmyprompt.com · ▲23

  I was working on a project that involved indexing GitHub repos that used really long prompts. Iterating over each section and figuring out which parts of the prompt led to which parts of the output was a quite painful. As a frontend dev, I kept thinking it would be nice if I could just 'inspect element' on particular sections of the prompt. So I built this prompt debugger with visual mapping that shows exactly which parts generate which outputs. Now that context windows are getting huge, working with massive prompts should not be as difficult. Planning to open source this soon, but I'd love…

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  PromptBenchNov 2025 · ▲5

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