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simonandCursor 1e1111c90f Qortino AI QDN assembly, share-to-Quitter, categorized saves, File shim fixes
Safety snapshot of mobile work before merging upstream chat-v2:
- Qortino AI: QDN pack discovery/download (Q-Share ids), external app
  storage, install validation, teach/report Q-Mail, PDF thumbs+zoom
- Android share target "Quitter" with native ShareReceiver plugin
- Categorized device saves (Images/Videos/Audio/Documents/Apps/GO state)
- createNamedFile helper: cordova-plugin-file clobbers global File

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-08-08 12:47:44 +00:00

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# Qortino vs reference answers
## What was wrong before
Offline Qortino used a small Qwen GGUF + hash RAG over ~223 chunks, with Fast mode truncating context to ~220 characters and ~80 output tokens. That made answers thin, sometimes confused “Playing Qortal” metaphor with “Qortal is a game,” and missed practical detail.
## What we did
1. Authored **1600** high-value Q&As (200 × 8 categories) as golden reference answers.
2. Imported them into:
- `docs/faq/*-faq.md` → rebuilt knowledge pack (**1823** chunks, 1600 FAQ units)
- `src/qortinoAgent/goldenAnswers.json` → fuzzy exact-match short-circuit
3. Raised offline RAG budgets (Fast 2×900 chars, Max 3×1400) and maxTokens (Fast 160 / Max 280).
4. Prompt tweak: stay faithful to retrieved `A:` FAQ lines.
## How answers improve
| Path | Behavior |
|------|----------|
| High fuzzy match (≥0.58 Fast / ≥0.64 Max) | Return golden answer directly (same quality as reference) |
| No match | RAG over FAQ + handbooks with much longer chunks → model paraphrases stronger notes |
| QDN mode | Unchanged live scan; pack still available as backup |
## Categories
qortal · programming · survival · health · gardening · life-skills · philosophy · earth-changes
## Rebuild
See `golden/README.md`.