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Long-Running Project with Memory

作者:NeuroSquad 团队第 1 版更新于 2026年10月2日1 次下载

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For a project that lasts weeks: decisions, conventions and gotchas go into a shared memory, and come back automatically in later sessions and to the other agent.

What's inside

  • Builder (Claude Code) and Reviewer (Codex CLI), both connected to the same memory.
  • Project memory (Memory card, mem0 inside, stored locally in the app's data folder): agents save facts with memory_add and search them with memory_search. Auto-recall is on: before each prompt, the most relevant memories are added to the turn (Claude Code, Codex, Qwen, OpenCode, Kilo, pi, omp, Gemini). Scope: this workspace. Search works by keywords out of the box; turn on search by meaning in the card's settings.
  • Project brief note: what the project is, its constraints, who decides what.
  • Milestones checklist that the Builder ticks off as it goes.

How to use

  1. Fill in the Project brief, adjust the Milestones.
  2. Press Enter on the Builder's pasted prompt.
  3. Come back tomorrow: a new session starts with what was learned yesterday.

To also save facts automatically at the end of each turn, pick a fact model (OpenRouter or a local provider) in the Memory card's settings and turn on auto-capture.

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