Live Open Source GTM AI

GTM:OS

Open-source GTM workflow toolkit for AI assistants

8 skills and 3 agents that turn a markdown pipeline file into a daily operating system - morning briefs, lead qualification, prospect research, and personalized outreach. No CRM required.

2 min read

The problem

Solo founders and consultants don’t need Salesforce. They need a morning brief that tells them who to follow up with, a way to qualify leads without guesswork, and outreach that doesn’t sound like a template. But the tools that do this cost hundreds per month and require weeks of setup.

What GTM:OS does

GTM:OS turns a markdown file into a go-to-market operating system. You track your pipeline in a simple table - leads, stages, next actions - and GTM:OS gives you the workflows that enterprise sales teams pay thousands for.

Type /gtm-today and get a morning brief. Type /gtm-qualify Acme and get a structured assessment. Type /gtm-personalize Stefan and get research-backed outreach variants written in your voice.

Skills

CommandWhat it does
/gtm-todayMorning brief - overdue follow-ups, due today, pipeline snapshot
/gtm-pipelinePipeline hygiene - stale leads, missing actions, conversion metrics
/gtm-qualify6-question decision filter: pursue, explore, or decline
/gtm-deep-diveICP analysis from real pipeline data - distribution, gaps, refinements
/gtm-signalsBuying signal research - job postings, funding, hiring, tech stack changes
/gtm-prepMeeting prep - attendee profiles, talking points, objection handling
/gtm-personalizeResearch a prospect and write personalized outreach variants
/gtm-sequenceMulti-touch outreach sequence with timing and conditional branches

Agents

Three agents handle deeper, research-heavy work:

  • Researcher - builds prospect dossiers with cited sources and company context
  • Copywriter - generates outreach copy matched to your voice guide, with multiple variants
  • Analyst - pipeline analytics: conversion rates, velocity, segment performance

How it works

  1. Install - uv tool install gtm-os && gtm-os install --ai claude (also supports Codex and Cowork)
  2. Point at your pipeline - GTM:OS reads a pipeline.md file with your leads and next actions
  3. Run commands - slash commands in your AI assistant, results in seconds

Your data never leaves your machine. Everything runs through your AI assistant’s context window - no external APIs, no databases, no accounts to create.

Under the hood

  • Architecture: Python CLI that installs markdown prompt files as Claude Code skills/commands
  • Skill format: YAML frontmatter + markdown body, compatible with Claude Code, Codex, and Cowork
  • Framework: Built on the same skill architecture as sp3cmar
  • Install: uv tool install or pip install, with --ai flag for target platform

Status

Publicly released and open source. Built for solo founders, consultants, and small teams who prefer markdown over CRM software.

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Want this kind of engineering on your team?

The same practices behind these products are available as consulting. Tell us what you are building and we will tell you honestly whether we can help.