Sector — Productivity skill for Claude Code

Sector


In 1 sentence: Sector is an agentic-engineering workflow that tells your LLM agent: "not just execute the next prompt, but also ensure that your work is a) easy to understand b) easy to verify c) engaging enough to keep the user in the driver's seat".

In 4 bullets, Sector is based on the following principles, from most to least obvious:

1. Help the agent understand what you want:
   • Goals, what good looks like, preferred level and style of explanation
2. Make the agent's work itself understandable, and easy to verify:
   • Plan out the task → agent implements → shows the result (not just reports about it) and confesses about ad hoc choices
3. Next session remembers everything:
   • All proofs of work are traceable back to the producing code & commits; new agents get quickly on board with previous work
4. Be pro-active: choose additional ways to understand and participate:
   • Lessons, games, hands-on contributions and visual navigation as your dopamine savers

**Doing research?** Sector started as a research workflow; read [TO_RESEARCHERS](docs/TO_RESEARCHERS.md) first.

The main principle: **you only take what you need** (with your setup agent helping you understand & choose what you need). Sector is multi-level (each level 1-4 corresponding to one of the above principles) and earlier layers don't depend on later ones. So it can be as lightweight as 1 additional block in your AGENTS.md (or CLAUDE.md) file, or as big as a whole eco-system of linked artifacts, that makes planning and verifying tasks much easier. Everything is template-based and customizable: each level only defines a shape and default templates, which you're free to adjust for your specific preferences.

Quick start

If you're in a rush, just feed your LLM the `docs/agent/AGENT_README.md` file and it will give you a personalized walkthrough to decide what specific