Claude-skill-registry LLM Token Optimization

See the main LLM Cost Optimization skill for comprehensive coverage of token economics and optimization strategies.

install

source · Clone the upstream repo

git clone https://github.com/majiayu000/claude-skill-registry

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/majiayu000/claude-skill-registry "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/data/llm-token-optimization" ~/.claude/skills/majiayu000-claude-skill-registry-llm-token-optimization && rm -rf "$T"

manifest: skills/data/llm-token-optimization/SKILL.md

LLM Token Optimization

This skill is covered in detail in the main LLM Cost Optimization skill.

Please refer to:

42-cost-engineering/llm-cost-optimization/SKILL.md

That skill covers:

LLM pricing models (OpenAI, Anthropic, Google, Cohere)
Token economics (input vs output tokens)
Cost optimization strategies (model routing, prompt engineering, caching)
Embedding and vector database costs
RAG system cost breakdown
Cost monitoring and attribution
Budget controls and rate limiting
Open-source model hosting trade-offs
Tools for AI FinOps (Helicone, LangSmith, LiteLLM)
Real-world case studies

Related Skills

42-cost-engineering/llm-cost-optimization

(Main skill)

```
44-ai-governance/model-risk-management
```
```
42-cost-engineering/cost-observability
```