Chakra CLI Docs

Chakra is a cyclic autonomous research system with a CLI that can scaffold experiments, run training and evaluation, validate version contracts, and orchestrate full research loops.

What this site covers

• The Chakra CLI command surface
• Execution strategies for local, Kaggle, and automatic routing
• Lifecycle commands for scaffold, review, validate, and improve
• Troubleshooting and operational guidance

Start here

1. Read the CLI overview if you want the command map.
2. Open Command Reference for arguments and behavior.
3. Review Execution if you are running run-execution or Kaggle-backed jobs.
4. Use Troubleshooting for common failure modes.

Recommended first command

python -m chakra list-domains

That confirms the package is installed and the repo's domain registry is discoverable.

Core loop

Chakra's research lifecycle is:

Sutra → Yantra → Rakshak → Vimarsh → Manthan

The docs in this site explain both the lifecycle and the CLI entry points that drive it.