Domain Skills Test Scenarios

Layer 3: Domain Constraints

domain-fintech

Query	Expected Skill	Expected Elements
decimal 精度计算	domain-fintech	rust_decimal, precision
trading system design	domain-fintech	immutable audit, Arc
金融交易系统怎么设计	domain-fintech	审计, 不可变
currency conversion in Rust	domain-fintech	decimal, exchange rate

Test Commands

claude -p "decimal 精度计算"
claude -p "trading system design"

---

domain-web

Query	Expected Skill	Expected Elements
axum web server	domain-web	handler, router, State
HTTP 中间件怎么写	domain-web	middleware, tower
REST API design in Rust	domain-web	extractor, response
actix-web vs axum	domain-web + negotiation	comparison

Test Commands

claude -p "axum web server"
claude -p "HTTP 中间件怎么写"

---

domain-cli

Query	Expected Skill	Expected Elements
clap CLI argument	domain-cli	derive, subcommand
命令行工具开发	domain-cli	clap, args
interactive terminal	domain-cli	ratatui, crossterm

Test Commands

claude -p "clap CLI argument"
claude -p "命令行工具开发"

---

domain-embedded

Query	Expected Skill	Expected Elements
no_std embedded	domain-embedded	#![no_std], heapless
嵌入式 Rust 开发	domain-embedded	cortex-m, HAL
STM32 in Rust	domain-embedded	stm32, PAC
embedded-hal usage	domain-embedded	trait, peripheral

Test Commands

claude -p "no_std embedded"
claude -p "嵌入式 Rust 开发"

---

domain-cloud-native

Query	Expected Skill	Expected Elements
kubernetes operator in Rust	domain-cloud-native	kube-rs, CRD
gRPC service	domain-cloud-native	tonic, protobuf
微服务架构设计	domain-cloud-native	observability, health check

Test Commands

claude -p "kubernetes operator in Rust"
claude -p "gRPC service"

---

domain-iot

Query	Expected Skill	Expected Elements
IoT sensor	domain-iot	MQTT, telemetry
物联网设备通信	domain-iot	protocol, edge
MQTT client in Rust	domain-iot	rumqttc, publish

Test Commands

claude -p "IoT sensor"
claude -p "MQTT client in Rust"

---

domain-ml

Query	Expected Skill	Expected Elements
机器学习 tensor	domain-ml	ndarray, candle
ML inference in Rust	domain-ml	ONNX, model
neural network	domain-ml	burn, training

Test Commands

claude -p "机器学习 tensor"
claude -p "ML inference in Rust"

---

Validation Checklist

• Each domain skill triggers correctly
• Domain-specific terminology recognized
• Chinese keywords trigger same skills
• Cross-domain queries load multiple skills

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