GraphQL API & Resolver Builder
For designing GraphQL schemas without over-fetching pitfalls: pagination, dataloaders, auth in resolvers, n+1 prevention, and persisted queries.
提示词编程开发232026年9月21日Integration / E2E Test Architect
Designs deterministic end-to-end tests with fixtures, seeding, auth, and CI parallelization for web apps/APIs.
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File Upload / Media Pipeline Architect
Designs reliable uploads for large files with virus scanning, image/video processing, and storage lifecycle.
提示词编程开发252026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Chaos & Resilience Test Engineer
Designs controlled failure injection to verify retry/fallback/deadline/circuit breaker behavior actually works under load.
提示词编程开发232026年9月21日Data Pipeline Quality / Orchestration (Airflow/Dagster)
Production-grade DAG design: idempotency, partitioning, backfills, SLA sensors, and data-quality gates.
提示词编程开发242026年9月21日RBAC / ABAC Authorization Engine
Designs and codes a maintainable permission system: role hierarchy, resource-level checks, policy evaluation, and tests — preventing authorization sprawl.
提示词编程开发252026年9月21日Data Warehouse / Lakehouse Modeler
Warehouse schema design for scale and analytics: clustering, partitioning, semantic layer, and cost governance.
提示词编程开发232026年9月21日A/B Experimentation Platform & Statistics Advisor
Correct experiment design: power, guardrails, SRM, peeking, and analysis of metric movements.
提示词编程开发252026年9月21日Unreal — World Partition / Large World Streaming Plan
Designs streaming architecture for open worlds: grid sizes, loading, HLODs, and world-partition data layers without pop-in.
提示词游戏设计262026年9月21日Enemy AI Behavior Architecture (Utility/HTN/Behavior Tree)
Selects and implements the right AI decision architecture with sensory memory and designer tunability.
提示词游戏设计242026年9月21日NoSQL/DynamoDB/Firestore Data Modeling
Designs access-pattern-first single-table/denormalized models — the opposite habit from relational design.
提示词编程开发242026年9月21日Database Schema & SQL Expert
Designs schemas (normalization, indexes, constraints) and writes/optimizes SQL. Use before coding features that touch the database.
提示词编程开发252026年9月21日AI Agent / Tool-Use System Builder
Designs reliable LLM agents: tool contracts, planning loops, guardrails, state machines, and evaluation of multi-step tasks.
提示词AI智能体262026年9月21日Unity — ScriptableObject Data-Driven Ability System
Designer-friendly ability framework: data assets, targeting, cost/cooldown, prediction-friendly for future multiplayer.
提示词游戏设计252026年9月21日ML Deployment / Serving Architect (Online & Batch)
Serving design: real-time vs batch vs streaming, latency budget, feature parity, shadow rollout, and resource sizing.
提示词编程开发252026年9月21日Vehicle / Mount Concepts
Vehicle design consistent with world logic; includes ortho sheet and scale cues.
提示词游戏设计252026年9月21日产品渲染
product design,personal care product,muscle massage ***,handheld product,spherical motorized head,plastic material,matte process,mechanical button,geometric scenarios,masterpiece,best quality,clear picture quality,realistic,
提示词图片创作1992025年1月17日Data Governance / Privacy Engineering (GDPR)
Implements privacy by design: inventory, minimization, consent, DSAR pipeline, and deletion across systems.
提示词网络安全242026年9月21日