Take it step by step
- Check compatibility, model size and available device memory.
- Download the selected model explicitly.
- Supply verified facts, audience and desired tone.
- Edit the draft and remove unsupported claims before copying it.
A situation to try.
For a cover letter, supply your real experience and the role requirements. Ask the model to leave missing achievements blank instead of inventing them.
Use the tool’s synthetic example first where available. The example here explains a decision; it is not a reported benchmark result.
Before you call it done.
- Verify names, dates and accomplishments.
- Read the output aloud for tone.
- Keep generated text separate from source facts.
Know the limits.
Local inference avoids a cloud inference request but still produces fallible text. Model quality and speed vary by device.
This tool’s current boundary: Explicit local-model download required. Context is bounded; review facts and citations. Searchable text only; OCR and embeddings are separate packs.
Evidence and scope
Technical source guidance and task-specific output checks. These do not establish that every file, browser or device passes.
Use the checks above on your own exported result. A source explains the format or mechanism; it is not proof that this export preserved every feature.
Technical reference: WebLLM: local browser inference ↗
Choose the right tool for this step.
Email and cover-letter drafts
Draft an email or cover letter from facts you provide.
Explicit model downloadWhy use it: Draft from facts you supply.
Before you start: Check claims and tone; model download required.
Grammar and tone
Review a locally generated wording or tone alternative.
Explicit model downloadWhy use it: Review an alternative wording.
Before you start: Meaning can change during rewriting.
Try Email and cover-letter drafts ↗
Preparation tools process locally. Official service links take you to the authority’s website. Inspect any exported copy before sharing it.