aerovato

Operator Memory — Development skill for Claude Code

Development community

The self-improving context engine for coding agents.

How to install Operator Memory

This entry records only its repository, not the path inside it, so there is no exact command to give. Open aerovato/operator-memory and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Operator Memory does

The self-improving context engine for coding agents.

Alternatives in Development

  • AgentHandover — What if OpenClaw, Claude Code, Codex etc. knew how to do your work without you saying it 600 ★
  • Claude Code Skill — Persistent multi-engine coding session manager 326 ★
  • 20x — Self-improving Agent orchestrator for all knowledge work 107 ★

README

Operator Memory, the self-improving context engine for coding agents

Operator Memory

The self-improving context engine for coding agents.

Agents excel in a session but forget everything the moment it ends. Future sessions waste tokens re-gathering an incomplete context: re-exploring the codebase, re-learning the architecture, re-teaching decisions and corrections.

Operator Memory gives the agent a brain for documenting all their work. As the agent works, it automatically documents within this brain — specs, decisions, standards, research, lessons. Every new session starts from those files.

What You Get

  • A Complete Context Engine — Operator Memory provides memory, documentation, codebase indexes, and skills within a single integrated system.
  • Automatic Documentation — Specs, decisions, research, and lessons are automatically documented by the agent during normal work. No capture step. No background tasks.
  • Transparent Memory — Memory is stored as documents you can read, update, and delete.
  • Sharable Knowledge — Every document is optionally shareable. Track documents with Git and share knowledge with your team.
  • Zero Infrastructure — No embeddings, no vector database, no background pipelines, no model configuration.

How It Works

Operator gives the agent a durable workspace of Markdown, kept in three places:

  • .operator/ — private project knowledge, stays on your machine
  • .operator-shared/ — project knowledge published with the repository
  • ~/.operator/user/ — your personal rules and knowledge, used across projects

Every session runs the same loop:

  1. Consult — the agent starts from your Brain: instructions, codebase index, specs, guides.
  2. Build — the agent does normal development work, informed by that knowledge.
  3. Update — the agent records what changed: new specs, decisions, standards, lessons.

When project truth changes, the agent updates the