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Prompt Framework Auditor

Four named prompting frameworks dominate the 2026 literature: APE (Action, Purpose, Expectation), RACE (Role, Action, Context, Expectation), CREATE (Character, Request, Examples, Additions, Type, Extras), and SPARK (Specificity, Purpose, Audience, Result, Kontext). Paste any prompt and this tool scores it against all four, tells you which one it’s closest to, flags the missing elements, and rewrites it to fit.

Context and background

Read the story behind this tool: APE, RACE, CREATE, SPARK — The Four Prompt Frameworks Every Prompt Should Match One Of →

Paste your prompt

Any prompt you’d normally send to Claude, ChatGPT, Gemini, or Perplexity. Long or short. The auditor detects structural elements via keywords and sentence shape.