Generate Personalized Daily Creative Gifts

Daily Gift is a relationship-aware gift engine that decides whether a personalized gift should exist before deciding what it should be - "idea before medium." It runs a five-stage creative pipeline: editorial judgment (should a gift exist today, how heavy - skip/nudge/light/standard/heavy - and what content direction), synthesis into a gift thesis (an anchor moment plus a return, a new perspective given back - a thesis with no return is just a decorated log entry, not a gift), creative concept generation (5+ candidates across seven thinking angles like metaphor flip, format mashup, and role reversal, cross-pollinated with a 73-seed creative library across 8 categories, checked for quality/diversity/collision), format selection (only now does it pick H5 interactive page, AI image, or AI video, based on what serves the locked concept), visual strategy, and final rendering (H5 via p5.js/canvas built on a quality-floor template, image/video via AI generation APIs, all with fallback chains).

Use it when the agent should autonomously decide whether a moment deserves a personalized gift, when a milestone or emotionally meaningful moment should be marked with a creative artifact, when a user manually requests a visual gift from a quote/poem/brief, or for a daily cron-triggered creative output designed to avoid repetition and template fatigue. It explicitly discourages skipping straight from thesis to rendering without a real concept, defaulting to "reflect on today" every time instead of varying content direction across 11 options, or choosing the output format before the concept is locked.

Stage 2 extracts six content slots from conversation context (today_theme, emotion_peaks, historical_echo, open_loop, lobster_judgment, preference_hint) to form the gift thesis. Anti-repetition is tracked across multiple layers - concept family (8 families: borrowed-media, interactive-object, transformation, narrative, data-viz, game-puzzle, real-world, poetic-literary), visual elements, theme, style, and content direction - each checked against a sliding window of recent gifts. A three-layer taste profile personalizes over time: Layer 1 (stable identity), Layer 2 (context, updates every 5-7 gifts), Layer 3 (signals, auto-appended after every gift). It runs in three modes: onboarding setup, daily cron trigger, or manual request.

Cron mode runs in the agent's main session for full conversation-context access; shell scripts in scripts/ call external APIs for image/video generation and asset hosting (API keys should be reviewed before being supplied, and the cron setup step should be reviewed and approved). Gift history and taste-profile data are stored locally in workspace/daily-gift/, with no data sent externally beyond the configured rendering APIs.

Users who want an AI companion to autonomously judge when a moment deserves a personalized creative gift - and produce a genuinely varied, non-repetitive interactive page, image, or video for it - rather than a scheduled, templated "gift of the day" that feels the same every time.