Experiments

Things I've built, shipped, or hacked on -- mostly to scratch an itch.

Getting AI to Improve Itself (Essay) Recall MCP Server Telegram Summarizer AI Memory & Rules Rome Trip Planner Atlas: Team MCP Tools & Knowledge Base Daily Content Summary (n8n) Recall Roadmapper Atlas: Knowledge Hub with Vector Search & Integrations Candidate Screening Tool Just News Focus Time Reminder Atlas: Proactive Context Intelligence & Drift Detection Recall Secret Santa Bot Personal Website v2 Operator Skills Operator Superpowers Funding Rate Arb: Backtesting & Strategy Discovery Sugarface Quests (Family Task System) Fund Tracker Dashboard Recall Skills Finance Coach Skill
'25'26 JanDec

23 experiments since 2025

2026

  • Feb 25
    Finance Coach Skill Claude Code skill that turns Monarch Money data into a forward-looking financial dashboard — projections, scenario modeling, FI tracking, and investment thesis workshops for a high-net-worth household navigating negative cash flow.
  • Jan 31
    Fund Tracker Dashboard Real-time dashboard tracking fund balances across six trading venues, HD wallets, and DeFi positions — polling every 5 minutes with 1Password-managed secrets.
  • Jan 31
    Recall Skills Shared AI agent skills and cross-cutting learnings for the Recall Labs team — standardizing how the whole team works with Claude Code.
  • Jan 26
    Quests (Family Task System) Family task management in Obsidian with GitHub sync — tasks as markdown files with frontmatter, synced to apps via GitHub API.
  • Jan 25
    Sugarface AI-powered family assistant for meal planning, fitness tracking, and household coordination — built for exactly three people.
  • Jan 20
    Funding Rate Arb: Backtesting & Strategy Discovery Backtesting framework for funding rate arbitrage across perpetual futures venues — 100+ strategy variants tested through an autonomous Ralph Loop discovery process.
  • Jan 18
    Operator Superpowers AI-native business selling premium Claude Code skill packs for startup operators — the entire company is run by an AI executive team.
  • Jan 15
    Operator Skills Open-source collection of Claude Code skills for startup operators — email triage, coaching, candidate screening, prompt improvement, and more.
  • Jan 10
    Personal Website v2 Rebuilding my personal site in Astro — minimal, fast, content-driven.

2025

  • Dec 17
    Recall Secret Santa Bot Slack bot for running a Secret Santa game with daily clues, signal detection, and prediction scoring — themed around AI agent alignment for a crypto x AI team.
  • Dec 8
    Atlas: Proactive Context Intelligence & Drift Detection Transformed Atlas into a proactive intelligence layer — drift detection surfaces messaging inconsistencies, gap detection finds stale knowledge, and agent learnings capture what the team's AI tools discover.
  • Dec 1
    Focus Time Reminder Lightweight Electron app that runs in the background and pops up mindfulness-oriented notifications to help you transition between focus blocks.
  • Nov 13
    Just News TikTok-style video journalism app delivering factual, balanced news without opinion or commentary — built as an investor demo prototype.
  • Oct 15
    Candidate Screening Tool Automated candidate screening that pulls from Greenhouse, evaluates with Claude against job requirements and company values, and sends daily Slack digests of exceptional applicants.
  • Sep 12
    Atlas: Knowledge Hub with Vector Search & Integrations Evolved Atlas from a simple knowledge base into a semantic search hub with pgvector, partnership research, Twitter/RSS feeds, PR reviews, and web search via Perplexity.
  • Sep 3
    Recall Roadmapper Strategic visual roadmapping tool that uses orbital physics to represent confidence levels — goals are gravitational centers and solutions orbit at distances based on how sure you are.
  • Aug 10
    Daily Content Summary (n8n) Automated daily digest that aggregates email, Twitter RSS, podcasts, YouTube, and web search into an AI-summarized Google Doc delivered via Slack.
  • Aug 1
    Atlas: Team MCP Tools & Knowledge Base Internal MCP server giving the team AI-powered access to company knowledge, daily summaries, and content generation from Linear, Notion, GitHub, and Slack.
  • Jun 5
    Rome Trip Planner Zero-backend, offline-first PWA for coordinating a family trip to Rome — works on the plane, syncs across phones via manual export/import.
  • May 4
    AI Memory & Rules Early experiment in persistent AI memory — rules and context files for maintaining state across AI conversations.
  • Apr 9
    Recall MCP Server Model Context Protocol server for interacting with Recall's blockchain storage — accounts, buckets, and objects from Claude Desktop or Cursor.
  • Apr 9
    Telegram Summarizer Simple bot that summarizes unread Telegram messages once a day using the MCP server — because nobody has time to read 200 group messages.
  • Jan 8
    Getting AI to Improve Itself (Essay) Published essay on how a custom /handoff command and project diary turned AI collaboration into a compounding system that gets better every session.