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Agent Toolkit (Claude + Codex)

For production use with coding agents, use the public toolkit repo: It bundles:
  • Claude plugin hooks for auto checkpoints/rollups
  • Codex wrapper + skills for auto checkpoints/rollups
  • Optional MCP setup helpers for in-chat recall

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Required environment variables

export REMEM_API_URL="https://api.remem.io"
export REMEM_API_KEY="vlt_your_key_here"

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Claude install

Inside Claude Code: 
/plugin marketplace add asimgilani/remem-memory
/plugin install remem-dev-sessions@remem-dev-sessions
Then restart Claude Code.

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Codex install

Tell Codex: 
Fetch and follow instructions from https://raw.githubusercontent.com/asimgilani/remem-memory/refs/heads/master/.codex/INSTALL.md
Then restart Codex and launch through wrapper: 
remem-codex

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What automation does

  • periodic interval checkpoints
  • milestone checkpoint on stop/exit
  • final rollup at session end
All entries are stored as Remem documents with checkpoint metadata for future recall.

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How teams use it

  • Each developer installs once
  • Uses project folder name as default project key
  • Uses a unique session ID per run
  • Recalls later by project/session filters