PROJECT WORKSHEET
Focus.AI Labs Workshop Series
Using repomix to give llm full context
What You'll Build
The post focuses on how to give LLMs full visibility into a codebase to improve their understanding and responses.
repomix is a great tool that you can use to tell an LLM about all of the context of your project.
You can run it like this
npx repomix
And it will create a repomix-output.txt file that you can send to a LLM. You can drag the file over, or paste it in: (works best with claude)
cat repomix-output.txt | pbcopy
You can also pass this into a local llm, like
cat repomix-output.txt | ollama run gemma3:12b "Tell me what you think about all of this"
Check out more understanding-a-codebase
Tips
When you run repomix it shows you how many tokens the files use.
β Packing completed successfully!
π Top 5 Files by Character Count and Token Count:
ββββββββββββββββββββββββββββββββββββββββββββββββββ
1. warc-viewer.py (19,802 chars, 4,023 tokens)
2. tests/test_app.py (14,737 chars, 3,165 tokens)
3. src/warc_viewer/app.py (14,513 chars, 2,859 tokens)
4. src/warc_viewer/cdx.py (13,997 chars, 2,672 tokens)
5. tests/test_db.py (13,766 chars, 3,141 tokens)
π Security Check:
ββββββββββββββββββ
β No suspicious files detected.
π Pack Summary:
ββββββββββββββββ
Total Files: 31 files
Total Chars: 160,627 chars
Total Tokens: 35,819 tokens
Output: repomix-output.txt
Security: β No suspicious files detected
π All Done!
Your repository has been successfully packed.
π‘ Repomix is now available in your browser
Depending upon whatβs in there, you can set up --ignore:
npx repomix --ignore "**/*.json,**/*.ipynb,**/*.mdx"
I have a bunch of mise tasks that depends on llm-dump which I define both in .config/mise/config.toml but then override in specific projects as needed.
[tasks.llm-dump]
description = 'Runs repomix'
run = ['repomix --ignore "output*,**/*.log,tmp/,inputs/**/*md,data_integrity/**/*.json"'] Materials Needed
- β’ Computer with internet access
- β’ Basic command line knowledge
- β’ Text editor
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