Context Ambulance

🚑 Stop wasting hours when the AI keeps apologizing, repeating broken code, or going in circles.

Context Ambulance scrapes your “poisoned” conversation, identifies what went wrong, and generates a clean rescue package you can paste into a fresh chat (or switch to Claude / Gemini) to continue productively.

🔥 THE PROBLEM
You know this nightmare:
• Hour 3: “Let me try a different approach…” (again)
• Hour 4: More apologies + the same broken fix
• Hour 5: You don’t want to restart, but you’re stuck

LLMs can become “context-poisoned” after repeated failed attempts. Starting fresh usually means losing progress. Until now.

✨ HOW IT WORKS (3 CLICKS)

Click the ambulance icon while on ChatGPT / Claude / Gemini

Auto-scrapes the conversation (no copy/paste)

Downloads a rescue package containing:
– Original goal (extracted)
– Primary blocker (root cause)
– Cleaned history (loops removed)
– Next-step recommendations

Then paste the rescue package into a new chat. Same context, none of the poison.

🎯 WHAT GETS RESCUED
✅ Apology cascades
✅ Code churn / back-and-forth edits
✅ Repetitive errors
✅ Dead-end tangents
✅ Partial solutions buried in noise

🔒 PRIVACY FIRST
• No tracking, no account required
• Conversations are not stored on our servers
• Open source — audit the code on GitHub

🧰 OPTIONAL: PYTHON CLI
Power users can install the companion CLI for offline analysis, custom rules, and batch processing.

Open-source repo: github.com/leyiwu/context-ambulance
Chrome Web Store listing: (this page)