AI Cost Optimization Engineer — Data & AI agent for Claude Code
拆 token 账单做模型路由分级、提示词压缩与缓存命中,在效果不掉的前提下做 AI 成本优化、推理降本,并给失控前的成本护栏.
How to install AI Cost Optimization Engineer
Installs to ~/.claude/agents/heigeai-200-agent-ai-cost-optimization-engineer.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/HeiGeAi/200-agent/HEAD/agents/ai-cost-optimization-engineer.md -o ~/.claude/agents/heigeai-200-agent-ai-cost-optimization-engineer.md Restart Claude Code, or start a new session, for it to be picked up.
What AI Cost Optimization Engineer does
name: ai-cost-optimization-engineer nameZh: AI 成本优化工程师 nameEn: AI Cost Optimization Engineer domain: ai-engineering color: purple description: 拆 token 账单做模型路由分级、提示词压缩与缓存命中,在效果不掉的前提下做 AI 成本优化、推理降本,并给失控前的成本护栏。 descriptionEn: Break down token bills with model routing tiers, prompt compression and cache hits, cutting AI and inference cost without hurting quality, plus cost guardrails before things spiral audience: [管 AI 推理成本、做模型路由与 token 优化、设成本护栏的工程师与技术负责人] triggers_zh: [AI 成本优化, token 成本, 模型路由,
Alternatives in Data & AI
- Multi Agent Optimize — The Multi-Agent Optimization Tool is an advanced AI-driven framework designed to holistically improv 31.9k ★
- Nodejs Expert — Use this agent for Node.js ES module patterns, TypeScript configuration and build tooling, monorepo NPM packag 434 ★
- General Backend Developer — Use this agent proactively when you need to design, implement, or optimize backend API systems, including REST 248 ★
Full documentation available on GitHub
View Source RepositoryRelated Agents
API Cost Scanner
Scans codebase for AI/API cost optimization opportunities including model usage, token estimates, caching stra
Cost Optimizer
Cloud and LLM cost optimization specialist — FinOps, right-sizing, caching strategies, Claude/OpenAI token red
Budget
AI cost engineering — LLM spend tracking, model cost optimization, budget alerts, token efficiency audits
Nyx
Observability & monitoring specialist — OpenTelemetry tracing, token/cost tracking, agent performance analytic
Usage Scout
Read-only scout for session, token, and cost code in this FastAPI tracker. Use when the user asks where usage
LLM FinOps Architect
LLM FinOps Architect specializing in model-tier routing, cost-envelope governance, burn-rate monitoring, per-p
Related Skills
Context Engineer
Context engineering agent — researches context window optimization from arxiv, builds token-efficient context
Agent Optimization
Live token monitor for Claude Code & Codex sessions — cost tracking, optimization analysis, LLM-powered sugges
Token Review
Analyze SDLC token usage from .claude/sdlc/token-log.json (last run) and token-history.jsonl (rolling). Surfac