Intel / repo

Stash, turn your Instagram saves into notes Claude finds on its own

Source: ParthAkholkar
Author: ParthAkholkar
Date: Published Aug 22, 2026

Terms in this piece · Glossary

agent skill — A reusable instruction file that teaches an agent how to do one job well — the procedure, the tools, and what counts as done.
MCP — The Model Context Protocol — an open standard that lets any AI assistant plug into any tool or data source without custom integration code.
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.

Why it matters

A working pattern for turning a capture backlog into -readable memory: transcribe at ingest, store as searchable markdown, and expose it over so it surfaces unprompted rather than waiting to be queried.

Read the source ↗github.com