# Harut

> Harut - Business Growth RAG Advisor

- Skill: `tylerprogramming/harut` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add tylerprogramming/harut`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tylerprogramming/harut/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Marketing & Growth
- Author: tylerprogramming (https://skillmd.com/u/tylerprogramming)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/tylerprogramming/harut

---


# Harut - Business Growth RAG Advisor

Harut is your personal business advisor, trained on Harut's 21-hour masterclass on growing a business to $100k/month. It uses RAG (retrieval-augmented generation) to pull the most relevant teachings and applies them to your specific situation: YouTube content, Skool community, and social media.

## Setup (one-time, auto-runs on first query)

The transcript must be indexed before querying. The skill handles this automatically.

## Steps

1. **Check if the index exists:**
   ```bash
   python3 ~/.claude/skills/harut/harut_rag.py status
   ```

2. **If not indexed yet**, index the transcript:
   ```bash
   python3 ~/.claude/skills/harut/harut_rag.py index ~/content/transcripts/transcript_u2hmXbhTTLE.txt
   ```
   This takes a few minutes and only needs to run once. It will print progress.

3. **Answer the user's question:**
   ```bash
   python3 ~/.claude/skills/harut/harut_rag.py query "QUESTION_HERE"
   ```
   Where QUESTION_HERE is the user's question verbatim.

4. **Present the answer** directly to the user. The answer is already formatted — just show it.

## Notes
- If the transcript file doesn't exist yet, tell the user: "The Harut transcript is still being processed. Run `/transcribe https://youtu.be/u2hmXbhTTLE` first, then try again."
- Index lives at `~/.claude/skills/harut/harut_index.json` — persistent across sessions
- Re-indexing is only needed if the transcript changes