Shared project memory

The next agent should know what the last one learned.

Recallstack keeps decisions and reasoning with the project, ready for the next agent.

A completed Codex task becomes Recallstack project memory that Claude Code can retrieve in a later task.

website-redesign / one memory handoff

Codex

task finished · 09:42

complete

Work completed

Simplified onboarding to one guided path.

+ removed workspace-type step

+ updated activation copy

+ saved completion context

Decision detected from the finished task
saved as project memory

Recallstack

project memory · website-redesign

indexed
Decisionmem_0184

Keep one guided onboarding path.

The extra setup step caused the largest activation drop-off.

Codex session · task summary
Scoped to this project · session summary retained
recalled for the next task

Claude Code

new task · 11:18

Why was onboarding simplified?

Recalled answer

The team removed an early setup choice after the activation review showed it caused the largest drop-off.

1 · decision memory2 · Codex session

Ready to continue the work

Captured by Codex · recalled by Claude Code · 96 minutes later

Cursor Copilot CLIMCP

Product names and logos belong to their respective owners.

One memory layer. The tools stay yours.

Install Recallstack once per project. Each supported agent reads and writes the same project history.

View every integration

Codex

Captures decisions when the task ends.

Hook + skill

Claude Code

Recalls project history before new work.

Hook + skill

Cursor

Uses the same memory inside the editor.

Hook + rules

GitHub Copilot

Continues with project context in CLI or VS Code.

Hook + instructions

Wire one project in three commands.

Hooks capture useful context in the background. MCP, the CLI, and the API bring it back where the next task starts.

recallstack setup

$ recallstack login

$ recallstack project use

$ recallstack agent install all --cwd .

# codex · claude · cursor · copilot · antigravity

# project-scoped hooks, skills, rules, and instructions

POST /v1/memory/eventsPOST /v1/memory/retrieve

Give one project a memory that lasts.

Free for one project. No card required.

Start with one project