AgentSkillsCN

token-reduce

针对文件或目录进行Token优化分析，精准揭示潜在的浪费模式与优化空间。适用于上下文受限、成本高昂或代码规模庞大的场景，可通过“.cursorrules”规则实现自动化执行与严格管控。

SKILL.md
--- frontmatter
name: token-reduce
description: |
  Analyze files/directories for token optimization. Reports waste patterns and improvements.
  Use when: context limits, high costs, large codebases. Enforcement via .cursorrules.
author: Claude Code
version: 3.1.0
argument-hint: [file-or-directory]
disable-model-invocation: false
allowed-tools:
  - Read
  - Grep
  - Glob
  - Bash

Token Reduction Skill

Analyze $ARGUMENTS for token optimization opportunities.

Strategies (by impact)

StrategySavingsApply
Concise responses89-91%Always
Knowledge graph76-84%Multi-session
Targeted reads33-44%Large files
Parallel calls20%Multi-step

Process

  1. •Count tokens in target (tiktoken)
  2. •Identify waste patterns
  3. •Report: Baseline → Optimized (X% saved)
  4. •Recommend fixes

Anti-patterns flagged

  • •Restating requests
  • •Narrating tool usage
  • •Reading entire files
  • •Re-researching stored knowledge

Usage

code
/token-reduce src/app.tsx      # File
/token-reduce wallets/frontend # Directory
/token-reduce                  # Conversation

Enforcement: .cursorrules + hooks | Analysis: this skill (on-demand)