TWCarter Prompt Builder helps visitors improve how they communicate with AI. It is a coaching application rather than a general chatbot. The coach can ask focused clarification questions, explain how a stronger prompt works, and provide a ready-to-copy prompt for use in the visitor's preferred AI tool.
Current features include:
- Conversational prompt coaching with up to three clarification rounds.
- Recognition of prompts that are already strong enough to use.
- Browser microphone input when supported by the visitor's browser.
- A five-request daily visitor allowance with administrator exemption.
- Signed clarification sessions and short-lived preview authorization.
- Privacy-conscious operational activity logging.
- Optional conversation-text logging, disabled by default on new installations.
- Operations Center, activity viewer, native AI telemetry, settings, and retention cleanup.
- Adaptive Memory Foundation with dedicated storage and version-history tables. Memory services are disabled by default and do not automatically save or retrieve user memories in this release.
TWCarter Prompt Builder preserves its educational purpose. Adaptive memory is being developed to personalize coaching without silently collecting visitor prompts or bypassing the coaching process.
- Upload and activate TWCarter Prompt Builder.
- Open TWCarter Prompt Builder > Settings.
- Enter and save an OpenAI API key, select Native OpenAI, save the provider settings, and use Test Selected Provider.
- After the connection test succeeds, test coaching and Example Preview through Native OpenAI.
- Review TWCarter Prompt Builder Activity for native token usage and timing.
- AI and AI Provider for OpenAI are optional. If they are installed, WordPress AI Compatibility remains available as a rollback or comparison provider.
The plugin creates or upgrades its own database tables automatically using WordPress database-upgrade functions. No manual table creation is required.