Superwiser
Superwiser is a plugin specifically designed for Claude Code to capture user preferences and correct instructions during AI coding sessions. It stores this information in a local searchable database for reference in future sessions, reducing redundant guidance. The project employs a lightweight architecture that analyzes only user prompts, ensuring efficiency and privacy while enhancing development productivity.
- Lightweight processing: Analyzes only user prompts, reducing token usage by over 90%.
- Local data storage: SQLite database ensures privacy with no external service dependency.
- Automatic conflict detection: Identifies contradictory rules promptly for user resolution.
- Project context discovery: Periodically generates documents to help AI understand code architecture.
- Customizing AI behavior in development, e.g., specifying databases or error handling.
- Loading historical preferences to optimize AI output accuracy in new sessions.
- Importing preferences from past conversations to save configuration time.
- Adjusting plugin settings via commands to fit varied project needs.
- Only compatible with Claude Code version 1.0.33 and above.
- Depends on Python 3.10+ environment, potentially limiting deployment flexibility.
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