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ConfigsApr 4, 2026·2 min de lectura

Claude Token Efficient — Drop-in CLAUDE.md for Terse Output

A single CLAUDE.md file that reduces Claude Code output verbosity by 63%. Includes 5 specialized profiles for coding, benchmarks, agents, and analysis workflows.

Introducción

Claude Token Efficient is a single drop-in CLAUDE.md file that makes Claude Code responses terse and reduces output verbosity by approximately 63% (from 465 to 170 words on average), with 3,100+ GitHub stars. It includes 5 specialized profiles — Universal, Coding, Benchmark, Agents, and Analysis — each tuned for different workflow types. Independent benchmarks showed 17.4% cost savings compared to the next-best configuration. Zero code changes needed — just add the file to your project root.

Best for developers with high-volume Claude Code usage who want to reduce token costs and get faster responses. Works with: Claude Code. Setup time: under 30 seconds.


Approach

  • Think before acting. Read existing files before writing code.
  • Be concise in output but thorough in reasoning.
  • Prefer editing over rewriting whole files.
  • Do not re-read files you have already read unless the file may have changed.
  • Test your code before declaring done.
  • No sycophantic openers or closing fluff.
  • Keep solutions simple and direct.
  • User instructions always override this file.

---

## Available Profiles

### Universal Profile (Default CLAUDE.md)

The base configuration that works for any project:

```markdown

## Approach

- Think before acting. Read existing files before writing code.
- Be concise in output but thorough in reasoning.
- Prefer editing over rewriting whole files.
- Do not re-read files you have already read unless the file may have changed.
- Test your code before declaring done.
- No sycophantic openers or closing fluff.
- Keep solutions simple and direct.
- User instructions always override this file.

Coding Profile (profiles/CLAUDE.coding.md)

For dev projects, code review, and debugging. Adds code-specific rules:

  • Simplest working solution first
  • No over-engineering or speculative features
  • For bug reports: state bug → show fix → stop
  • No em dashes or smart quotes (copy-paste safe)
  • No trailing summaries after code changes

Benchmark Profile (profiles/CLAUDE.benchmark.md)

For token-to-green coding benchmarks. Optimized for passing tests with minimal output.

Agents Profile (profiles/CLAUDE.agents.md)

For automation pipelines and multi-agent systems. Tuned for structured, parseable output.

Analysis Profile (profiles/CLAUDE.analysis.md)

For data analysis, research, and reporting. Allows slightly more verbose output where detail matters.

Versioned Config Sets

Version Style Call Budget
J-drona23-v5 Multi-file structured 50 calls
K-drona23-v6 One-shot execution 50 calls
M-drona23-v8 Ultra-lean 20 calls

Benchmark Results

Metric With Token Efficient Without
Average words per response 170 465
Word reduction 63%
Cost savings vs next-best 17.4%

Note: Best for high-output-volume workflows. At low volume, the input overhead of the CLAUDE.md file may exceed the output savings.

FAQ

Q: What is Claude Token Efficient? A: A single CLAUDE.md config file that reduces Claude Code's output verbosity by 63%, saving tokens and costs on high-volume workflows.

Q: Is Claude Token Efficient free? A: Yes, fully free and open source under the MIT license.

Q: How do I install Claude Token Efficient? A: Run curl -o CLAUDE.md https://raw.githubusercontent.com/drona23/claude-token-efficient/main/CLAUDE.md in your project root.


🙏

Fuente y agradecimientos

Created by Drona Gangarapu. Licensed under MIT.

claude-token-efficient — ⭐ 3,100+

Thank you for helping developers save tokens and get more concise AI responses.

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