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System Prompts Leaks Maps AI Internals
OPEN_SOURCE ↗
GH · GITHUB// 9d agoOPENSOURCE RELEASE

System Prompts Leaks Maps AI Internals

The repository collects leaked and extracted system prompts, developer instructions, and tool policies from ChatGPT, Claude, Gemini, Grok, Perplexity, and more. It’s updated regularly and has turned into a go-to reference for prompt engineering, model behavior analysis, and red-team research.

// ANALYSIS

This is less a polished product than a public reverse-engineering ledger for frontier AI systems. Useful, but also a reminder that hidden prompts are a UX and policy layer, not a security boundary.

  • It stays current across GPT-5.x, Claude 4.6, Gemini 3.x, Grok 4.x, and Perplexity, which makes it more useful than static prompt dumps.
  • Builders can study refusal behavior, tool orchestration, memory instructions, and product-specific wrappers that official docs usually omit.
  • The repo is most valuable as a research and defensive reference for understanding how these systems actually behave under the hood.
  • It also underscores a practical security lesson: if your app depends on secret prompt text, assume it will leak under pressure.
// TAGS
llmprompt-engineeringsafetyopen-sourcesystem-prompts-leaks

DISCOVERED

9d ago

2026-04-02

PUBLISHED

9d ago

2026-04-02

RELEVANCE

8/ 10