Does this tool always need AI?
No. It produces a complete deterministic local result first. Optional AI enhancement is used only when configured and selected.
Writing · Local-first server assistance
Turn a brief statement into a fuller working draft using deterministic context prompts. The tool does not invent evidence, figures or source material.
Your text is sent to TXTNimble only to produce this result and is not stored in the usage log. The deterministic local engine works even when optional AI is disabled.
Common questions
No. It produces a complete deterministic local result first. Optional AI enhancement is used only when configured and selected.
No. Review facts, names, specialist terminology and legal or professional wording before use.
The application records only limited usage counts and input/output lengths. It does not store the submitted text in the usage log.
Practical examples
Add practical context, constraints and next-step language to short notes or outlines.
Use the tool even when the optional private AI endpoint is disabled or temporarily unavailable.
Continue the workflow
Create a practical article opening that defines the problem, scope and expected outcome.
Build a structured article outline covering prerequisites, steps, validation, privacy, errors and FAQs.
Remove filler phrases and replace unnecessarily indirect wording with clearer alternatives.