API-First / Schema-First Design Facilitator
Forces contract design before implementation, with evolution/versioning rules and consumer review — prevents costly API mistakes.
提示词编程开发252026年9月21日Multi-Tenancy Architecture Selector
Selects and details an isolation model (shared DB / schema per tenant / DB per tenant) against real requirements, including noisy-neighbor and backup isolation.
提示词编程开发242026年9月21日Event-Driven / CQRS / Saga Designer
Designs reliable event flows (Kafka/RabbitMQ/EventBridge): contracts, ordering, duplicates, sagas, and read models — including when NOT to use events.
提示词编程开发232026年9月21日Caching Architecture Advisor
Designs layered caching with explicit invalidation and consistency contracts — the hardest part of real systems.
提示词编程开发242026年9月21日Rate Limiting, Quota & Throttling Designer
Designs limiters (per-user/IP/tenant/API key), algorithm choice, and 429 contracts — including distributed counters and fairness.
提示词编程开发232026年9月21日Search & Recommendation System Designer
Designs search (ES/OpenSearch/vector/hybrid) with relevance tuning pipelines — includes ranking eval and zero-result handling.
提示词编程开发242026年9月21日RAG / LLM-Application Architect
Designs a production retrieval-augmented generation system: chunking, embedding, hybrid retrieval, reranking, evaluation, and guardrails. (LLM-native dev category.)
提示词AI智能体232026年9月21日LLM Evaluation / Hallucination Mitigation Planner
Builds an eval harness for LLM features: golden sets, metrics, red-team cases, and CI regression gates for prompts/chains.
提示词AI智能体242026年9月21日Observability/SLO Architect
Defines SLOs, error budgets, alerting, and dashboards for a service from user journeys — symptom-based alerting, not noise.
提示词编程开发232026年9月21日Cost Optimization / FinOps Engineer
Finds and prioritizes cloud/infra spend reductions with risk and engineering cost.
提示词金融理财252026年9月21日Migration to the Cloud / Between Clouds Planner
Sequences a migration with risk control: inventory, patterns, data movement, cutover rehearsals, and rollback.
提示词编程开发232026年9月21日Security Architecture / Threat Modeler (STRIDE)
Runs STRIDE on a feature/architecture before building: trust zones, abuse cases, and mitigations mapped to controls.
提示词网络安全242026年9月21日Technical Debt Prioritization Facilitator
Converts vague "tech debt" complaints into a ranked, quantified backlog linked to business risk and remediation cost.
提示词编程开发242026年9月21日Technical Spec / Design Doc Reviewer
Reviews a design doc for gaps and risky assumptions before implementation — cheaper than discovering them mid-build.
提示词编程开发252026年9月21日Operability: metrics/alerts/SLO, feature flags, rollback plan, launch plan,
提示词编程开发222026年9月21日Simplicity: does the design introduce infrastructure before it is needed? Are
提示词编程开发252026年9月21日Windows Endpoint Hardening Guide
Windows终端安全加固指南,涵盖GPO、攻击面减少、Credential Guard等。
提示词网络安全262026年9月21日Linux Server Hardening Baseline
Linux服务器安全加固基线,涵盖CIS基准、系统配置和服务加固。
提示词网络安全272026年9月21日Database Security Hardening
数据库安全加固,涵盖认证、授权、加密、审计和配置。
提示词网络安全252026年9月21日Web Server Hardening (Nginx/Apache)
Web服务器加固,涵盖TLS配置、头设置、访问控制和日志。
提示词网络安全242026年9月21日