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Log Pipeline / SIEM Design (ELK/Loki/Splunk)
Designs application logging pipelines: schemas, sampling, retention, access control, and PII redaction at scale.
提示词网络安全252026年9月21日FTUE / Onboarding Flow Designer
Designs the first-time-user-experience beat-by-beat: teach by doing, hook timing, and drop-off measurement. Critical for F2P retention.
提示词游戏设计242026年9月21日REST API Designer + Implementer
Produces a consistent, versioned REST API: OpenAPI spec first, then implementation, auth, rate limits, idempotency, and docs. Great for new services.
提示词编程开发282026年9月21日Design the error boundary: domain exceptions mapped to transport codes,
提示词编程开发222026年9月21日Property-Based Test Designer
Finds invariants and writes property-based tests (Hypothesis/fast-check) that discover edge cases humans miss.
提示词编程开发242026年9月21日Email/Notification Service Designer
Transactional + marketing notification system across channels with deliverability, templates, preferences, and suppression.
提示词编程开发262026年9月21日Analytics Event Pipeline Designer
Product analytics ingestion: schema, SDK, batching, idempotency, warehouse load.
提示词编程开发222026年9月21日Feature Engineering Transformer Designer
Production-safe feature pipelines: fitting on train only, consistent train/serve, and leakage-free transforms.
提示词编程开发232026年9月21日Model Validation / Experiment Designer (CV Strategy)
Chooses correct validation (grouped/time-series/nested CV), prevents over-opt, and reports uncertainty — the difference between local scores and prod results.
提示词编程开发232026年9月21日Model Monitoring / Drift Detection Designer
Production ML monitoring: data/concept drift, staleness, fairness over time, and retraining triggers — with alert thresholds tied to impact.
提示词编程开发262026年9月21日Partnership / Affiliate Program Design
联盟/分销/合作伙伴体系：佣金、规则、招募物料、防作弊。
提示词游戏设计232026年9月21日Market Research / Survey Designer
问卷设计：避免诱导题，含配额、跳转逻辑与分析计划。
提示词办公写作232026年9月21日Notion / Knowledge Base Structure Designer
个人/团队知识库信息架构：主页结构、数据库关系、模板与维护规则。
提示词AI智能体212026年9月21日Course/Syllabus Designer (Teachers)
为教师设计课程：学习目标 → 评估 → 活动的对齐（逆向设计）。
提示词教育学习222026年9月21日Few-Shot Example Designer
为分类/抽取/写作任务设计最优示例集（含反例与边界例）。
提示词AI智能体202026年9月21日Game Balance / Economy Designer
Builds tunable, auditable economies: sinks/sources, curves, and spreadsheet-ready formulas with inflation controls.
提示词游戏设计232026年9月21日Level Design Plan / Whitebox Spec
Produces a buildable level flow spec: pacing graph, player reads, encounter spacing — usable before any art exists.
提示词游戏设计252026年9月21日