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clawdbot-workspace/memory/projects-overview.md
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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)

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