token-efficiency-methodology-reuse
CommunityCut token waste with proven efficiency patterns.
Software Engineering#audit#env-vars#prompt-engineering#token-efficiency#api-optimization#third-party-api
Authorliuyu520
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill provides a structured framework to design and audit token usage across third-party API integrations, ensuring cost-effective, efficient interactions.
Core Features & Use Cases
- Five principles: information density, invariant deduplication, lazy loading, progressive detail, output economy.
- Four anti-patterns: parrot, arsenal, library, journal.
- Provider-aware optimization pattern and an implementation audit for existing systems.
- Real-world use: auditing API calls, refactoring prompts, and adding env-var gated optimizations.
Quick Start
Describe a step-by-step audit of a third-party API integration applying the token-efficiency methodology.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: token-efficiency-methodology-reuse Download link: https://github.com/liuyu520/cc_source/archive/main.zip#token-efficiency-methodology-reuse Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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