“API Key”

生成API接口文档设计

生成API接口文档设计

High-Concurrency API Performance Tuning

End-to-end latency optimization for an API using flamegraphs + query analysis + caching; includes capacity math.

模型窃取与API蒸馏滥用缓解

防护模型API遭高置信度查询蒸馏与克隆，设计配额、行为分析、溯源水印与分级响应控制。适用于大模型推理服务运营方的知识产权保护，验证…

Model Extraction and API Distillation Abuse Mitigation

防护商用/自研模型API遭高置信度查询蒸馏与克隆，设计速率管控、异常检测与水印追踪控制；适用于大模型推理服务运营方。

客户端SDK与API：REST+gRPC API，Python/JS/Go SDK，连接池、重试退避、

gRPC / Protobuf API Builder

Defines versioned protobuf contracts, streaming RPCs, error model, and generates client/server stubs with interceptors.

For JSON/API responses, generate types from the OpenAPI/JSON schema instead of

分发与分析：通过 API 直接发布到平台、模板表现分析（哪款模板转化最佳）、

推理服务：统一OpenAI兼容API封装vLLM/TGI/TRT-LLM，continuous batching与

Data ownership migration: read model/API replacements for foreign readers,

变量与数据绑定：CSV/JSON/API 数据摄入、字段到模板参数映射、条件逻辑

部署与服务：将提示词发布为版本化端点（POST /api/v1/prompts/:id/run），

Then produce a short technical plan: data model, API contract (method, path,

Technical design: architecture sketch (ASCII), data model changes, API

The Graph/索引：Subgraph Schema 设计合约事件、实体关系与索引性能、GraphQL API

PR description: summary, motivation, approach, screenshots/API examples,

Deepseek 官方提示词合集1

https://api-docs.deepseek.com/zh-cn/prompt-library/

MCP工具服务化平台

将企业内部API、数据库与脚本统一服务化为受治理的MCP托管工具，提供注册发现、 鉴权限流、版本管理与全量审计，支撑AI编程智能…

MCP Tool Servicification Platform

将企业内部API、数据库与脚本统一服务化为受治理的MCP托管工具，提供注册发现、鉴权限流、版本管理与全量审计，支撑AI编程智能…

Modding / User-Generated Content Support Architect

Safe mod support: API boundary, sandboxing, content moderation, and update stability.