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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

Required environment variables

Claude install

Inside Claude Code:
Then restart Claude Code.

Codex install

Tell Codex:
Then restart Codex and launch through wrapper:

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.

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