Distil every coding session into searchable notes

Drop a raw Claude session in, distil it into a tagged note, then search by meaning: make search q="…".

In short

What it does: Drop a raw Claude session in, distil it into a tagged note, then search by meaning: make search q="…".

Agent: Claude · Category: Knowledge & memory

Steps in brief:

  1. After each session, feed the raw Claude transcript to a distiller that writes a tagged note.
  2. Index notes for semantic search.
  3. Query later, e.g. make search q="how did I do an aptos coin transfer?".

Who made it: Rajdeep Singha (X post, 12 Sep 2026) · source

Last updated · based on 336 use cases on agentsetups, each credited to its author.

by Rajdeep Singha12 Sep 2026

Prompt for your agent

Goal: Stop re-solving the same bugs.
Setup: agents used in source: Claude.
Steps:
1. After each session, feed the raw Claude transcript to a distiller that writes a tagged note.
2. Index notes for semantic search.
3. Query later, e.g. make search q="how did I do an aptos coin transfer?".
Rules: ask me before anything irreversible (sending, posting, paying, deleting); don’t invent data, results or tools I haven’t given you; tell me what you couldn’t verify.
Based on: Rajdeep Singha — https://x.com/web3withsingh/status/2098645907617030594

Steps are from the source. Includes a “Based on” credit line.

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Agents
Claude

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