26 lines
900 B
Markdown
26 lines
900 B
Markdown
# Personal Watchlist Ranker
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Rank unwatched movies and shows based on mood, available time, genre preferences, and quality signals.
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## Problem
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Large watchlists create decision paralysis, especially when available time and mood vary day to day.
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## Core capabilities
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- Combine ratings, runtime, mood tags, and recency into a ranking score.
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- Filter by constraints like time window and platform availability.
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- Learn personal preferences from watch history and skips.
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- Produce quick-pick recommendations for tonight, weekend, or deep-watch sessions.
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## MVP scope
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- Import watchlist from one source.
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- Score and rank items with editable weighting.
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- Weekly shortlist generation.
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## Success criteria
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- Less time spent choosing content.
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- Higher satisfaction with watched items.
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## Stretch ideas
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- Group recommendation mode for multiple viewers.
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- Surprise mode that balances novelty and confidence.
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