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Triggerdotdev技能
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agents
triggerdotdev
使用Trigger.dev的AI代理模式——编排、并行化、路由、评估器-优化器以及人机协同。适用于构建基于LLM的任务时…
official
config
triggerdotdev
使用 trigger.config.ts 配置 Trigger.dev 项目。在设置 Prisma、Playwright、FFmpeg、Python 的构建扩展或自定义部署时使用…
official
errors-api-e2e
triggerdotdev
End-to-end smoke test for the public Errors HTTP API (error groups). Seeds failed runs into ClickHouse so the error materialized views populate, then drives…
official
errors-api-e2e
triggerdotdev
针对公共Errors HTTP API（错误组）的端到端冒烟测试。将失败的运行数据注入ClickHouse，以便错误物化视图填充，然后驱动…
official
realtime
triggerdotdev
从前端和后端实时订阅Trigger.dev任务运行。用于构建进度指示器、实时仪表盘、流式AI/LLM响应等。
official
setup
triggerdotdev
在项目中设置Trigger.dev。首次添加Trigger.dev、创建trigger.config.ts或初始化trigger目录时使用。
official
span-timeline-events
triggerdotdev
Use when adding, modifying, or debugging OTel span timeline events in the trace view. Covers event structure, ClickHouse storage constraints, rendering in…
official
span-timeline-events
triggerdotdev
在跟踪视图中添加、修改或调试OTel跨度时间线事件时使用。涵盖事件结构、ClickHouse存储约束、渲染方式…
official
staff-engineering-skills-backpressure
triggerdotdev
当生产者速度超过消费者时，防止资源无限制增长。适用于编写生产者-消费者代码、队列处理、批量操作、扇出等场景。
official
staff-engineering-skills-cache-invalidation
triggerdotdev
防止因缓存失效缺失或不完整导致的过期数据错误。在添加缓存层（Redis、内存Map、CDN、HTTP缓存头）时使用，…
official
staff-engineering-skills-cardinality
triggerdotdev
检测并防止系统代码中的基数陷阱。在编写遍历集合、在内存中存储项目、创建每个实体…的代码时使用。
official
staff-engineering-skills-clock-skew
triggerdotdev
防止因假设时钟同步或单调递增而引发的错误。在编写跨机器比较时间戳、测量持续时间、设置…的代码时使用。
official
staff-engineering-skills-consistency-models
triggerdotdev
防止因副本延迟、缓存过期和索引延迟导致的脏读错误。适用于在写入数据后读取数据、使用只读副本等场景的代码编写。
official
staff-engineering-skills-denormalization
triggerdotdev
在设计数据模型时检测并防止反规范化陷阱。在编写跨表复制字段、在文档中嵌入相关数据等代码时使用。
official
staff-engineering-skills-distributed-system-fallacies
triggerdotdev
防止因将网络调用视为函数调用而导致的失败。在编写调用外部服务、将单体应用拆分为……的代码时使用。
official
staff-engineering-skills-hot-partitions
triggerdotdev
防止单个分区、分片或节点上的负载不均衡。在选择分区键、设计分片数据库、写入Kafka等场景下使用。
official
staff-engineering-skills-idempotency
triggerdotdev
确保操作可安全重试并多次执行。适用于编写会改变状态的API端点、Webhook处理器、队列消费者、支付……
official
staff-engineering-skills-memory-leaks
triggerdotdev
防止垃圾回收语言（Node.js、Go）中的内存泄漏。适用于编写随时间累积状态的代码——内存缓存、事件监听器……
official
staff-engineering-skills-object-store-as-database
triggerdotdev
正确使用对象存储（S3、GCS、Azure Blob）作为数据库层。在编写将状态存储在对象存储中、构建事务日志等的代码时使用。
official
staff-engineering-skills-race-conditions
triggerdotdev
检测并防止并发代码中的竞态条件。在编写先读取再写入共享状态、先检查条件再执行操作、创建…的代码时使用。
official
staff-engineering-skills-retry-storms
triggerdotdev
防止重试逻辑将故障放大为级联中断。在向网络调用添加重试逻辑、配置HTTP客户端、构建…时使用。
official
staff-engineering-skills-sharding
triggerdotdev
对数据库分片做出正确决策——何时分片，何时不分片，以及分片时会出现什么问题。在设计数据库架构、选择……时使用。
official
staff-engineering-skills-streams-vs-batch
triggerdotdev
在编写代码之前选择正确的处理模型。适用于构建数据管道、处理队列、处理Webhook、发送通知等场景。
official
staff-engineering-skills-thundering-herd
triggerdotdev
防止同步需求峰值压垮后端。在实现带有TTL过期的缓存、调度cron作业、处理重新连接后…时使用。
official
tasks
triggerdotdev
使用Trigger.dev构建AI代理、工作流和持久化后台任务。适用于创建任务、触发作业、处理重试、调度定时任务等场景。
official
trigger-agents
triggerdotdev
使用Trigger.dev的AI代理模式——编排、并行化、路由、评估器-优化器以及人机协同。适用于构建基于LLM的任务时…
official
trigger-agents
triggerdotdev
AI agent patterns with Trigger.dev - orchestration, parallelization, routing, evaluator-optimizer, and human-in-the-loop. Use when building LLM-powered tasks…
official
trigger-authoring-chat-agent
triggerdotdev
使用 @trigger.dev/sdk/ai 中的 chat.agent 编写并运行一个持久的 AI 聊天代理：每轮运行循环，为什么必须展开 ...chat.toStreamTextOptions()…
official
trigger-authoring-chat-agent
triggerdotdev
Author and run a durable AI chat agent with chat.agent from @trigger.dev/sdk/ai: the per-turn run loop, why you MUST spread ...chat.toStreamTextOptions()…
official
trigger-authoring-chat-agent
triggerdotdev
Author and run a durable AI chat agent with chat.agent from @trigger.dev/sdk/ai: the per-turn run loop, why you MUST spread ...chat.toStreamTextOptions()…
official
trigger-authoring-tasks
triggerdotdev
Covers writing backend Trigger.dev tasks with @trigger.dev/sdk: defining task() and schemaTask(), the run function and its ctx, retries, waits, queues and…
official
trigger-authoring-tasks
triggerdotdev
涵盖使用 @trigger.dev/sdk 编写后端 Trigger.dev 任务：定义 task() 和 schemaTask()、run 函数及其 ctx、重试、等待、队列等。
official
trigger-chat-agent-advanced
triggerdotdev
Advanced and operational chat.agent capabilities for Trigger.dev, loaded on demand. Load this when working on the raw Sessions primitive (sessions /…
official
trigger-chat-agent-advanced
triggerdotdev
Advanced and operational chat.agent capabilities for Trigger.dev, loaded on demand. Load this when working on the raw Sessions primitive (sessions /…
official
trigger-chat-agent-advanced
triggerdotdev
高级且可操作的聊天代理功能，专为Trigger.dev设计，按需加载。在处理原始会话原语（sessions /…）时加载此功能。
official
trigger-config
triggerdotdev
使用 trigger.config.ts 配置 Trigger.dev 项目。在设置 Prisma、Playwright、FFmpeg、Python 的构建扩展或自定义部署时使用…
official
trigger-config
triggerdotdev
Configure Trigger.dev projects with trigger.config.ts. Use when setting up build extensions for Prisma, Playwright, FFmpeg, Python, or customizing deployment…
official
trigger-cost-savings
triggerdotdev
分析Trigger.dev任务、调度和运行中的成本优化机会。当被要求减少支出、优化成本、审计使用情况、调整规模时使用…
official
trigger-cost-savings
triggerdotdev
Analyze Trigger.dev tasks, schedules, and runs for cost optimization opportunities. Use when asked to reduce spend, optimize costs, audit usage, right-size…
official
trigger-cost-savings
triggerdotdev
Analyze Trigger.dev tasks, schedules, and runs for cost optimization opportunities. Use when asked to reduce spend, optimize costs, audit usage, right-size…
official
trigger-dev-tasks
triggerdotdev
在编写、设计或优化Trigger.dev后台任务和工作流时使用此技能。包括创建可靠的异步任务、实现AI…
official
trigger-dev-tasks
triggerdotdev
Use this skill when writing, designing, or optimizing Trigger.dev background tasks and workflows. This includes creating reliable async tasks, implementing AI…
official
trigger-getting-started
triggerdotdev
Bootstrap Trigger.dev into an existing project from scratch: authenticate the CLI, install @trigger.dev/sdk and @trigger.dev/build, write trigger.config.ts…
official
trigger-getting-started
triggerdotdev
从零开始将 Trigger.dev 引导到现有项目中：认证 CLI，安装 @trigger.dev/sdk 和 @trigger.dev/build，编写 trigger.config.ts…
official
trigger-realtime
triggerdotdev
从前端和后端实时订阅 Trigger.dev 任务运行。用于构建进度指示器、实时仪表盘、流式 AI/LLM 响应等场景。
official
trigger-realtime
triggerdotdev
Trigger.dev client/frontend surface: subscribe to runs in realtime (runs.subscribeToRun and the @trigger.dev/react-hooks hook useRealtimeRun), consume metadata…
official
trigger-realtime-and-frontend
triggerdotdev
Trigger.dev client/frontend surface: subscribe to runs in realtime (runs.subscribeToRun and the @trigger.dev/react-hooks hook useRealtimeRun), consume metadata…
official
trigger-realtime-and-frontend
triggerdotdev
Trigger.dev 客户端/前端界面：实时订阅运行（runs.subscribeToRun 和 @trigger.dev/react-hooks 钩子 useRealtimeRun），消费元数据…
official
trigger-setup
triggerdotdev
在项目中设置Trigger.dev。首次添加Trigger.dev、创建trigger.config.ts或初始化trigger目录时使用。
official
trigger-setup
triggerdotdev
Bootstrap Trigger.dev into an existing project from scratch: authenticate the CLI, install @trigger.dev/sdk and @trigger.dev/build, write trigger.config.ts…
official
trigger-tasks
triggerdotdev
使用Trigger.dev构建AI代理、工作流和持久化后台任务。适用于创建任务、触发作业、处理重试、调度定时任务或…
official
trigger-tasks
triggerdotdev
Covers writing backend Trigger.dev tasks with @trigger.dev/sdk: defining task() and schemaTask(), the run function and its ctx, retries, waits, queues and…
official