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Share one memory across the AI, the AI and Cursor

A developer built a memory-provider plugin that gives the AI, the AI and Cursor one shared knowledge base, searchable with hybrid keyword, vector and knowledge-graph retrieval. The person's coding agent and messaging agent now draw on the same memory.

How it works

  1. Build a memory provider plugin for the AI’s external memory slot
  2. Connect the AI and Cursor to the same store
  3. Index knowledge with keyword, vector and graph search
  4. All three agents read and write the shared base

Why it’s worth knowing

Three rival agents sharing one brain, built by a user as a plugin.

Where it’s from

Summarized from a public post on betterclaw.io. See the original ↗

Upgraded prompt

A ready-to-use prompt for this idea, built from research on what makes AI agents do the job right: who the AI should be, the exact steps, and a check to make sure it was done the way you wanted.

1Who the AI should be
2The prompt, with the steps
3The check when it’s done
Upgraded prompts are coming soon.

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Every idea is a real post from someone who tried it, summarized in our words, with a link to the original. App names are swapped for plain words.