Audit your AI dependency — verify your underlying coding skills without turning off AI tools.
AI coding assistants like Copilot, Cursor, and Claude let developers ship at lightning speed, but heavy reliance on them can erode the ability to write, debug, and reason about code independently.
Vibespector answers one question: "Could I still code if I turned off AI assistance today?"
Rather than banning AI tools, Vibespector keeps your AI workflow intact and periodically verifies that logic retention remains strong. It makes AI dependency visible, measurable, and trackable over time.
- 🕵️ Tool-Agnostic Detection: Automatically detects block-level AI insertions in real-time across Copilot, Cursor, and other assistants (with clipboard paste exclusion).
- 🧠 Memory Reconstruction Challenges: Non-blocking prompts periodically challenge you to reconstruct generated code snippets from memory in a clean virtual editor buffer.
- 💡 Interactive Hint System: Real-time flow and structure diagram hints available on a customizable hint budget.
- 🤖 LLM-Powered Grading: Functional and logical equivalence grading powered by fast LLM evaluation with local heuristic fallback.
- 📊 Native Progress Metrics: Glanceable status bar indicators and an Activity Bar sidebar tracking your pass rate, trend indicators, and hint reliance over time.
- 🔒 Privacy-First Local Storage: Global SQLite database (
~/.vibespector/db.sqlite) tracking cross-project code retention locally.