Project Memory & Diagnostics Context
The per-project memory the AI builds and reuses: database schemas, known errors with fixes, findings, environment configs and common commands.
What It Stores
VORTΞXHQ keeps a persistent, per-project memory that makes the AI faster and more accurate over time:
- Schemas — table structures per connection and database, so SQL generation doesn't re-introspect every time.
- Known errors — error patterns with cause, solution and how often they recur.
- Findings — facts the AI established about the project (framework, conventions, quirks).
- Environment configs — PHP/Node versions, running services.
- Common commands — commands you run repeatedly per host or project.
How It's Used
Relevant memory is injected into the AI system prompt for SQL generation, SSH command suggestions, error analysis and the module agents — so answers reflect your project, not generic assumptions.
Privacy
Project memory lives in the app's encrypted local store. It is not shared with Nexus members and never leaves your machine except as part of the prompts sent to your configured AI provider.