agent-work

Go-to-market automation toolkit that connects Google Workspace, LinkedIn (via Unipile), Attio CRM, ClearFeed, GitHub, and Notion into agent-driven workflows.

Built to be operated by coding agents (Claude Code, Codex, Gemini CLI, etc.) through natural-language recipes.

How it works

recipes/*.md              Declarative workflow specs (what to do)
agent_work/integrations/  Python clients for each service (how to do it)
rules/*.md                Per-service usage constraints (guardrails)
scripts/                  Standalone utility scripts

An agent reads a recipe, calls the service clients, and writes the output to Google Sheets.

Services

All clients are synchronous and return raw dicts. Unipile, Attio, ClearFeed, GitHub, and Notion are context managers.

Rules

Per-service usage rules live in rules/. Each file documents constraints, required patterns, and approval requirements for its API. Agents should read the relevant rule file before calling a service.

Recipes

Run any recipe by telling your agent: Run recipes/<name>.md

Setup

uv sync                # install dependencies
gws auth setup         # authenticate Google Workspace CLI
cp .env.example .env   # add your API keys

Environment variables

Quick start

# verify all services are connected
uv run python scripts/smoke.py

Agent compatibility

This repo includes instruction files for multiple coding agents:

Each file contains the same project context tailored to the agent's expected format.