Inside `JuliusBrussee/caveman`: A Leaner Claude Code Workflow

说明与用途

将 Claude Code 提示压缩为“石器时代”风格，可将令牌使用量降低约 65%，在保持任务质量的同时提升成本效益。

问题

Repetitive context in Claude Code prompts consumes token quota without improving results.

结果

Achieved approximately 65% token reduction on routine prompts, improving cost efficiency while maintaining task effectiveness.

工作流

• Clone the repository: git clone https://github.com/JuliusBrussee/caveman.git /tmp/caveman
• Create skill directory: mkdir -p ~/.claude/skills/caveman
• Copy skill files: cp -R /tmp/caveman/* ~/.claude/skills/caveman/
• Restart Claude Code
• Send a compact request, e.g., caveman: inspect failed deployment, identify root cause, propose smallest safe fix

证据

The reported 65% token reduction should be treated as workload-dependent rather than a universal benchmark.

来源

Track token usage before and after adoption across representative repositories, not just toy prompts.

来源