# Projects Overview

Reference this file when working on Jake's projects. For quick tasks, don't need to read this.

## Remix Sniper ("Remi" Discord bot)
- Discord bot that scans music charts (Spotify, Shazam, TikTok, SoundCloud) for high-potential remix opportunities
- Scores songs based on: TikTok velocity, Shazam signal, Spotify viral, remix saturation, label tolerance, audio fit
- Tracks predictions vs outcomes in Postgres to validate and improve scoring model
- Auto-runs daily scans at 9am, weekly stats updates (Sundays 10am), validation reports (Sundays 11am)
- **Location:** `~/projects/remix-sniper/`
- **Quick reference:** `~/.clawdbot/workspace/remix-sniper-skill.md`

## The Burton Method (LSAT edtech)
- Tutoring + drilling platform with community, recurring revenue, AI-driven customization
- Logical Reasoning flowchart system (question types, approaches, color-coded branches)
- **Research intel:** `memory/burton-method-research-intel.md`

## CRE Sync CRM / Real Connect V2
- Conditional onboarding flow routing users by goals, lead sources, CRM usage, brokerage/GCI, recruiting/coaching
- Admin visibility + notifications in Supabase for team (Henry) to act on high-value leads
- Integrations: Calendly, dialers, LOI drafting software

## Automation + Integration Infrastructure
- GoHighLevel (GHL) ↔ CallTools integration (call lists, dispositions, webhooks, tagging, KPIs)
- Zoom transcript webhook/endpoint setup, Make.com workflows
- Google Veo 3 (Vertex AI) → Discord integration

## Music + Content Creation
- Bass music production in Ableton + Serum (Deep Dark & Dangerous style "wook bass")
- Short-form promo scripts (scroll-stopping hooks, emotional lyrics, pacing)
- Artist management: Das

## Product / UX / Game Experiences
- Virtual office (Gather.town-like) with clean 2D vector art direction
- New Year interactive: fortune machine (Zoltar), photobooth filters, sandbox game, chibi dress-up
- Mushroom foraging learning app (gamified, safety disclaimers, mission rubrics, Three.js diagrams)

## Investing / Macro Research
- Bitcoin/macro catalysts tracking
- Probability models (green July), M2 vs BTC overlay with marked zones
- Policy/regulatory catalysts (CFTC rule outcomes)

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## Jake's Interests (themes)
- Systems + automation (tight, scalable, measurable workflows)
- AI tooling (agents, integrations, model selection, local workflows)
- Learning design (frameworks, drills, gamification, interactive onboarding)
- Finance + business strategy (acquisition, margins, operator-level decisions)
- Creative tech (music production, interactive web, animation/visual design)
- Nature + exploration (outdoor activities, mushroom foraging with safety focus)
- Storytelling + psychology (emotionally resonant copy, philosophical angles)

## Who Jake Is
- Builder/operator running multiple tracks: edtech, CRM tooling, business strategy, creative projects
- High-agency and detail-driven: structured frameworks, checklists, clear logic trees
- Balances technical execution + creative taste: cares about product feel, UX, visual style, narrative
- Motivated by leverage: systems that compound