长程任务不中断编排助手

分享海报

@user_84cc09f2/hongzhua-long-horizon-workflow

长程任务不中断编排工作流。当用户要求执行跨多步、跨多轮、大工作量任务（如"做完整项目""跑完整个调研""把这一批文件都处理掉""长任务别中断""对齐 GLM 的长上下文能力""256K 窗口怎么追上 1M"）时触发。核心用「状态外置 + 子代理隔离 + 检查点续传」让任务长度不再受上下文窗口限制，把 256K 窗口降级为"推理焦点窗口"，等效工作记忆逼近 GLM-5.2 的 1M。不适用于单步问答、纯知识查询、或明确只需一次回答的简单任务。本 Skill 内置每个 Phase 的可复制提示词模板与实证数据。 Long-Horizon Orchestration workflow for agents with limited context windows. Triggers on cross-step, multi-turn, heavy workloads (build the whole project, finish the entire research, process this whole batch of files, don't let the long task break, align with GLM long-context, how 256K catches up to 1M). Core: externalize state + isolate sub-agents + resume from checkpoints, so task length is no longer bounded by the context window; pushes effective working memory toward GLM-5.2's 1M. Not for single-step Q&A, pure lookup, or trivial one-shot tasks. Ships with copy-paste prompt templates and benchmarked evidence per Phase.