ZSZainSpireLibrary
Plugin guide · updated 13 Nov 2026

4 Claude Code plugins that fix memory, tokens and setup

Claude Code forgets your project between sessions and can burn through tokens fast. These four free, open-source add-ons tackle exactly that. Here is what each one really does, with the numbers from their own repos.

Read this first All four are free, but Claude Code itself needs a Claude plan or an API key. Install one at a time, check it works, then add the next. Read what an installer is about to run before you approve it.

01claude-mem: memory across sessions

Runs a second agent beside Claude that takes notes while it works. Your next session starts with a short index of what matters and pulls in details only when needed. It works with Claude Code, Codex, Cursor, OpenCode and more. (Apache-2.0, 116k+ stars.)

npx claude-mem install

Setup continues in your browser, where you pick your agents and options.

02Headroom: fewer tokens, same answers

Sits between Claude Code and the model and compresses tool outputs, logs, files and history before they're sent. Honest numbers from the repo: about 20% fewer tokens for coding agents, and 60-95% fewer on JSON and logs. Plain prose barely shrinks. It runs locally. (Apache-2.0, 79k+ stars.)

uv tool install --python 3.13 "headroom-ai[all]"
headroom wrap claude

No uv? pip install "headroom-ai[all]" installs the same tool.

03Claude Code Setup: Anthropic's official recommender

From Anthropic's official plugin directory. It scans your codebase and recommends the top 1-2 MCP servers, skills, hooks, subagents and slash commands for your project. It's read-only: it never changes your files.

Install it from the official plugin page (Install in Claude Code button) or from the /plugin menu inside Claude Code, then ask:

recommend automations for this project

04Task Observer: skills that improve over time

A meta-skill that watches your sessions, notices corrections, preferences and repeated workflows, and suggests skill updates and new skills, each with its reason. Nothing changes until you approve it. (CC BY 4.0, 3.9k stars.)

npx skills add rebelytics/one-skill-to-rule-them-all --skill task-observer

Add -g to install it for all projects. Then add the activation line from the repo's references/environments.md to your CLAUDE.md, because installing alone isn't enough.

Official links claude-mem: github.com/thedotmack/claude-mem
Headroom: github.com/headroomlabs-ai/headroom
Claude Code Setup: claude.com/plugins/claude-code-setup
Task Observer: github.com/rebelytics/one-skill-to-rule-them-all