The Operating System

The stack behind the output.

A live, 10-agent AI operating system built to run my own work — orchestrator routes tasks across specialized agents with scoped memory, each accessible through its own Discord channel. Self-hosted on a $5 VPS. Practical, not theoretical.

10
Specialized agents
84+
Skills installed
Typed
Persistent memory
Discord
Native control

The Agents

Ten personas. One orchestrator. Scoped memory each.

Each agent has its own Discord channel, its own slash commands, and its own slice of vault access. Therapy is fully sandboxed — no other agent reads it. Orchestrator has read-only awareness of every other scope and routes work to the right agent automatically.

Orchestrator Coordinator
Routes incoming tasks to the right agent, monitors agent activity, coordinates multi-agent workflows. Read-only access across every other scope so it always knows what's in flight.
#orchestrator · /status · /route · /pipeline
Research
Web search, Reddit analysis, source summarization, deep dives. Persists findings to vault under Research/ for future retrieval.
#research · /search · /reddit · /deep-dive · /save
Daily Review
Morning briefs, end-of-day rollups, pattern detection across daily notes, weekly priority setting.
#daily-review · /morning · /patterns · /focus · /week
Builder
Sprint tracking, task breakdown, deadline accountability. Reads memory/sprints.md as its source of truth.
#builder · /sprint · /today · /progress · /close-day
Content
Mines the vault for ideas worth turning into LinkedIn posts, threads, hooks. Writes drafts to content/drafts/ for human approval.
#content · /draft · /hooks · /mine · /calendar
Ideas
Startup ideation from vault patterns, intersections between domains, and signal recognition.
#ideas · /ideas · /connect · /develop · /rate
Money
Revenue tracking, idea validation, business metrics, unit economics. Owns memory/revenue.md.
#money · /validate · /revenue · /score · /unit-economics
Network
Relationship management, follow-up tracking, stale-contact detection. Owns memory/people.md.
#network · /followups · /person · /stale · /met
Learning
Digests articles, videos, papers into structured notes. Builds spaced-repetition flashcards. Connects new learning to vault.
#learning · /digest · /flashcards · /connect · /weekly
Therapy
Supportive check-ins, processing, reflection. Fully sandboxed — no other agent reads or references therapy content. Privacy first.
#therapy · /checkin · /stuck · /reflect · /ground

Memory

Typed, persistent, self-pruning.

Most "AI agents" lose context the moment the chat ends. This OS doesn't. Every memory is written to disk, classified by type, and surfaced again when relevant.

Typed memories

Four categories — user, feedback, project, reference. Each captures a different kind of durable fact and gets recalled differently.

FSRS-6 decay

A long-term memory MCP (Vestige) uses spaced-repetition decay to forget what no longer matters and reinforce what does.

Auto-consolidation

Memories are saved automatically from conversation — feedback, corrections, confirmations, project state — without being asked.

Infrastructure

The stack underneath.

The OS is Claude Code as the brain, with a layered stack around it. None of it is generic AI plumbing — every piece is here because it removes friction from the daily work.

Hooks

Lifecycle event hooks (pre-tool, post-edit, stop) enforce rules — like "every response in a Discord channel must go through the reply tool, never terminal."

Skills

84+ installed skills, each a reusable workflow as a markdown file. Built once, run anywhere — chat, co-work, or CLI.

MCP servers

Vestige (long-term memory), Reddit, Google Sheets, Vercel, Discord — connectors that let the agents reach real systems.

RTK token killer

A Rust proxy that auto-rewrites CLI commands for 60–90% token savings on dev operations. Built around the "CLI over MCP" principle.

Parallel Explore

For deep context questions, the system fans out 2–3 read-only Explore subagents in parallel so the main context stays clean.

Self-hosted VPS

The whole stack runs on a $5/month VPS. No platform lock-in, no per-seat pricing, full data control.

This site was built using the OS. The agent at the keyboard right now is the same one I deploy at client engagements. Hero copy, case study research, the node-graph hero animation, the SEO/GEO foundation, this very page — all built through Discord-channel control over the operating system described above. That's the leverage you're hiring when you hire me.

Hire the output, not the hours.

I sell n8n automation, ad operations, and GEO — but you're really hiring the velocity this stack gives me. Open to consulting and contract work.

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