Claude Code multi-agent

Agent Memory Kit

Multi-Agent Driven Development Kit for Claude Code: you talk to one agent, it runs the team — a main session orchestrates full sessions and their subagents through brief, report and acceptance files; memory as plain dated files lets any session be cleared without losing the work.

34 stars 9 forksMulti-agent & worktrees Plugin marketplace Source

Install

Inside Claude Code
/plugin marketplace add awrshift/agent-memory-kit

Found in the project README. Check it for setup steps after installing.

From source
git clone https://github.com/awrshift/agent-memory-kit.git

From the README

Multi-Agent Driven Development Kit

You talk to one agent. It runs the team.

*Formerly Claude Memory Kit — the plugin id memory-kit and every command name stay the same for compatibility.*

A plugin and a working method for Claude Code. The scarcest resource in agent-driven work is your attention, so the
method spends it in one place: you talk to one agent only — the main session. It holds the whole picture, so you
decide with one counterpart instead of five; it splits the work across the other sessions and their helpers. You
never talk to the windows or the helpers, never relay a brief, never read their raw output: decisions, evidence and
questions reach you from one place.

The team is two levels deep. You → main → three windows → their subagents.

- Main plans the round, writes the specs, rules on every finding, accepts work on evidence, and is the only one
  that acts outward (a push, a PR, a reply others will see).
- Three windows are full Claude Code sessions, not subagents — each opened by you in its own terminal, visible,
  with its own context, tools, hooks and memory, holding one task to its stop points.
- Each window calls its own subagents (a builder, a reviewer, a fact-gatherer), each with an explicit model.

Why sessions, and not only subagents. A subagent lives inside its caller's session: it works in its own context
and hands back a summary, it cannot ask you a question, and its permission prompts surface in the caller's terminal
(Claude Code docs, subagents). A window is a session you can watch and
that starts like any session — your CLAUDE.md, the hooks, this kit's memory and handoff — so it can hold a task
across several stops and reviews and still survive main being cleared. Claude Code's own
agent teams also run teammates as full sessions, but let…
Read the full README on GitHub

Details

Language
Python
License
MIT
Last updated
13 November 2026
Topics
agent-memoryagent-orchestrationagent-teamagentic-codingai-agentai-memoryai-toolsclaude-codeclaude-code-hooksclaude-code-plugincode-reviewcontext-engineering

FAQ

What is Agent Memory Kit?

Multi-Agent Driven Development Kit for Claude Code: you talk to one agent, it runs the team — a main session orchestrates full sessions and their subagents through brief, report and acceptance files; memory as plain dated files lets any session be cleared without losing the work. It is a multi-agent for Claude Code, from awrshift/agent-memory-kit on GitHub.

How do I install Agent Memory Kit?

Run /plugin marketplace add awrshift/agent-memory-kit inside Claude Code, then follow the setup in the README.

Is Agent Memory Kit popular?

awrshift/agent-memory-kit has 34 GitHub stars and 9 forks. It was last updated on 13 November 2026.

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