29 lines
1.6 KiB
Markdown
29 lines
1.6 KiB
Markdown
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---
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name: trace
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description: End-to-end trace of a query through prompt, extraction, tabs, and rendering
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allowed-tools: Bash(*), Read, Glob, Grep, Agent
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---
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Trace how a specific user query flows through the entire AIUI pipeline. The user will provide a sample query (e.g., "best nostr apps", "recommend some films", "bitcoin news").
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## Trace each stage:
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1. **Query classifiers**: Run the query through each classifier in `contentFiltering.ts`:
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- `isNewsQuery()`, `isMusicQuery()`, `isBookQuery()`, `isTVQuery()`, `isImageQuery()`, `isPlaceQuery()`, `isRecipeQuery()`, `isCodeQuery()`, `isNostrQuery()`, `isAppQuery()`, `isWebsitesQuery()`
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- Report which ones return true
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2. **Preferred tab**: What does `preferredFirstTab()` return for this query?
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3. **System prompt**: What would `buildSystemPrompt()` include? Read `useAI.ts` and trace all dynamic sections.
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4. **Expected AI response**: Based on the system prompt instructions, what tags would the AI likely use? Construct a realistic sample response.
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5. **Extraction**: Run the sample response through each extraction function and report what gets found:
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- `extractAllFilms()`, `extractAllSongs()`, `extractAllPodcasts()`, `extractAllBooks()`, `extractAllTVSeries()`, `extractAllImages()`, `extractAllPlaces()`, `extractApps()`, `extractCodeBlocks()`, `extractRecipes()`
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6. **Tab filtering**: What tabs would `filterTabsByContext()` return? In what order?
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7. **Rendering**: Which grid component would render? Trace through ContentPanel.vue and/or ContentGridView.vue.
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8. **Report**: Complete flow diagram showing: Query -> Classifiers -> Prompt -> Expected Response -> Extraction -> Tabs -> Grid
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