Selected work.

Public, open-source version of MAVEN, the internal AI assistant I built and deployed across MMA's 90-person global org in 16 countries. An opinionated Claude Code template that turns Claude into an AI chief of staff for any organization: templated org context filled via interactive /onboard, session continuity across days, custom statusline with cost/pace tracking, 5 multi-agent workflow patterns, and curated MCP recommendations. It builds on Sterling Chin's MARVIN template and adds organization awareness.

• ✓ Public on GitHub — open source, MIT licensed
• ✓ Templated org-context.md + org-brand.md with /onboard walkthrough
• ✓ ccusage-calibrated statusline with session + weekly cost/pace + reset countdowns

Orchestrator-worker kit for Claude Code that cuts expensive-model token burn: route research, review, retrieval, and mechanical edits to cheaper Sonnet and Haiku subagents, plus GPT-6 Sol, Astra, and Luna through the Codex CLI, while orchestration stays on the top model. Six task classes with pinned models and reasoning effort, agent templates that stop ad-hoc subagents from silently inheriting an expensive session model, and an optional hook that stops raw Codex CLI calls from skipping the wrapper.

• ✓ Extends Anthropic's Fable→Sonnet delegation benchmark (96% of the accuracy at 46% of the cost on BrowseComp) with a second GPT-6 worker pool
• ✓ Spreads load across separate Claude and ChatGPT/Codex quotas, so your Claude limits last longer
• ✓ Six deterministic routing classes; MIT-licensed, installs by copying one skill into ~/.claude/skills

The internal skill bundle every MMA staff member installs: 29 skills across 9 plugins covering org context, brand voice, the factual-accuracy gate, member and offerings lookups, meeting briefs, scraping, and subagent delegation. Each skill is a self-contained markdown contract. I then genericized the private bundle into a 30-skill open-source pack any organization can install.

• ✓ 29 skills across 9 plugins, installed by ~90 staff, synced from one private repo
• ✓ Genericized into organization-ai-skills: 30 skills, 6 plugins, MIT
• ✓ Used as reference for member orgs starting their own skill libraries

Mandatory workforce transformation program at MMA: every employee dedicates 10% of capacity to building AI agents and automations. Certification is tiered (Foundations → Agent Development → Agent Management), and staff have built 40+ live workflows across marketing, sales, CX, research, and operations.

• ✓ 100% of 90 staff trained on AI fluency basics
• ✓ 40+ production workflows built by non-engineers
• ✓ Workflow library: meeting transcripts → CRM updates, lead discovery, weekly reporting, branded content drafts

Drop-in starter pack of bias evaluation rubrics, trace exporters (Claude Code → OpenTelemetry), PII filter hooks, and audit log schemas, for teams shipping multi-agent systems who want governance tooling without writing it from scratch.

• ✓ Open-source repo, ships with eight RAIL-published frameworks
• ✓ Used as reference for two enterprise governance builds in pilot

I designed MMA's slide deck design system so staff follow brand guidelines when they use ChatGPT or Claude to create PowerPoints, documents, and visual assets. The brand rules load into the AI workflow itself, so on-brand output is the default when staff generate visuals.

• ✓ Adopted as MMA's default deck template for member-facing pitches
• ✓ Brand-rule enforcement baked into AI workflows

Idea-discovery + drafting pipeline. A curated set of podcast RSS feeds is transcribed twice a week and Claude extracts topic ideas, not finished posts, into a Notion intake. I triage, then draft each post in my voice with optional research at draft time. The pipeline answers the weekly "what should I write about" question; I still write every post. The publish half is open-source via n8n-workflows.

• ✓ Idea backlog stays full, with topics pulled from industry podcast conversations
• ✓ Multi-channel publishing (LinkedIn, X, Bluesky, Threads) shipped as importable n8n template
• ✓ Structured to scale to MMA staff seats with separate channel configs