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Guide · Build an auto-pipeline

Turn every Instagram save into a searchable note — automatically.

A 2-hour build that runs every hour on your Mac, ingests your saved reels, and writes enriched markdown notes to Obsidian with transcripts, hooks, CTAs, and topic tags. Then Claude Code mines that knowledge whenever you draft content.

10 steps · ~2 hoursPython · launchd · Apify · ObsidianClaude Code
Prerequisites

What you need before you start

01 · macOS

launchd is built-in. Linux users can adapt to systemd.

02 · Python 3.11+

Plus venv. instagrapi + apify-client run on stable Python.

03 · Instagram account

Personal or pro. You keep saving reels as usual; the script reads your Saved collection.

04 · Apify token

Free tier covers a few reels/month. Transcript add-on dominates cost (~$0.05/reel).

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