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docs: backlog — cover letter iterative refinement feedback loop

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pyr0ball 2026-02-25 08:30:24 -08:00
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@ -10,6 +10,12 @@ Unscheduled ideas and deferred features. Roughly grouped by area.
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## Cover Letter / Resume Generation
- **Iterative refinement feedback loop** — Apply Workspace cover letter generator: show previous result + a "Feedback / changes requested" text area + "Regenerate" button. Pass `previous_result` and `feedback` through `generate()` in `scripts/generate_cover_letter.py` to the LLM prompt. Same pattern for resume bullet expansion in the wizard (`wizard_generate: expand_bullets`). Backend already supports `previous_result`/`feedback` in `wizard_generate` tasks (added to `_run_wizard_generate`).
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## Apply / Browser Integration
- **Browser autofill extension** — Chrome/Firefox extension that reads job application forms and auto-fills from the user's profile + generated cover letter; syncs submitted applications back into the pipeline automatically. (Phase 2 paid+ feature per business plan.)