token-efficient-setup

To reduce excessive output tokens, you can insert token-efficiency rules into your project's CLAUDE.md. This prevents verbosity, filler, and repeated restatements by enforcing strict output structure constraints tailored to your workflow.

CLAUDE.md token optimization works by scanning the repository root and first two levels to detect the project type, then applying profile-specific behavior constraints for coding, analysis, agents, or benchmarking workflows to minimize wasted model output.

Yes, you can safely add token-efficiency rules to an existing CLAUDE.md. The process appends a clearly marked Token Efficiency section at the end of the file, ensuring your original user instructions remain completely intact and un overwritten.

The best way to stop sycophantic fluff and filler during agent workflows is to configure a CLAUDE.md file with profile-specific efficiency rules. This enforces output structure constraints and hallucination-prevention rules tailored to agent tasks.

No, setting up token efficiency rules does not require manual editing. The setup process automatically creates or updates the CLAUDE.md file by scanning your repository and merging the appropriate universal and profile-specific rule sets.

Your repository analysis workflow generates verbose responses because it lacks explicit token-efficiency rules. Without a configured CLAUDE.md enforcing output structure and hallucination-prevention constraints, the model defaults to filler and repeated restatements.