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COMPASS: keep your AI on track across long projects
A set of skills for AI coding agents that fixes the most annoying problem with long sessions — the AI forgetting the plan. It keeps a local map of your goals and tasks, asks before doing anything risky, and lets you hand off cleanly to a fresh session.
COMPASS is a set of four local-first tools that help code-writing AI agents like Claude Code & Codex stay focused during long projects. Task-clarifier helps filter out or avoid risky work by asking some pointed questions first. Task-forest stores a repo-level map of tasks, subtasks & dependencies so the AI never loses sight of its end goal. Session-handoff summarizes the entire conversation history into a copy-pasteable prompt for future sessions. Profile-keeper stores your preferences & risk tolerance so the AI learns how you like to communicate. All of this runs locally on your repo (including visualizing the task graph as a diagram!) without ever sending any data to the cloud.
Why a vibe-coder should care
When working with an AI agent for over an hour, we’ve all seen them get off track. They forget what they were doing, repeat themselves, or take big risks. COMPASS acts as a safety belt to keep the AI on track towards your goal, prevent it from taking big risks, and allow you to pick up where you left off in a fresh session without having to repeat yourself. Best of all, since it’s completely local, you retain full ownership of your data.
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