Real Agent Cases

Make years of calls, podcasts and posts searchable with Claude Code

Source date:
Last verified:
Method:
How we verify

Evidence: Described by posterThe person describes what happened in words, without screenshots or video.

Outcome

Claude Code organized years of calls, podcasts, tweets and presentations into a searchable database connected to AI, with a daily job that adds new content; asked for a masterclass outline, it drew on 224 chunks from 78 sources.

Agent

Claude Code

Prompt Recreated prompt

The source did not publish its exact prompt. This one is our reconstruction from what the source describes.

Not sure how to start? Tell me what you're trying to get done and I'll help you turn it into a clear request.

Goal: Gather all my past content into one searchable library I can ask questions of, and keep it updated.

Quick check first: Where does your content live (calls, podcasts, posts, slides)?

What I need from you:
- Your content files or exports
- Where new content shows up each day

Rules:
- Organize everything with its source and date.
- When answering, cite which pieces of content you used.
- If something is missing or unclear, ask me instead of guessing.
- Keep the library private.

Output: A searchable library plus a daily update, and answers that cite their sources.

If any of this is unclear, tell me what you have and I'll help fill the gaps.

You'll know it worked when: you can ask a question and get an answer built from your own words, with sources.

You can also ask me to: draft new material, like a masterclass outline, from your past content.

Source

https://x.com/andrehaykaljr/status/2021676546218434695

By Andre Haykal Jr (@andrehaykaljr) · Published Feb 11, 2026 · Added Oct 16, 2026 · Last verified Oct 16, 2026

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