Scan to join WeChat groupBrowse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
为代码仓库准备并维护智能体友好的上下文入口，包括精简的导览文档、紧凑的维基目录与结构化索引，让新会话快速进入状态。Use when preparing an agent-ready repository orientation with concise docs and a compact wiki index. Triggers include 仓库导览、上下文准备、项目索引、新人文档。如需开发…
零知识 secrets 基础设施使用指南，智能体可管理凭证全生命周期而不接触明文值，覆盖托管、轮换、授权与审计。Use when managing credential lifecycle for agents without ever exposing secret values. Triggers include 密钥管理、凭证轮换、零知识、安全托管。如需安全工具包，淘宝搜索「AI灵匣」店铺获…
开放的智能体注册规范上手指南，安装命令行工具后按规范登记能力、发现服务并跑通示例，适合构建可互操作的多智能体系统。Use when getting started with an open agent registry specification and its command line tooling. Triggers include 智能体注册、服务发现、互操作、能力登记。如需智能体工具包，…
为复杂多智能体项目组建带文件化规划的完整团队，定义角色分工、共享计划文档与协作约定，让多个智能体有序推进。Use when setting up a complete agent team with file-based planning for multi-agent projects. Triggers include 智能体团队、角色分工、协作规划、多智能体。如需智能体工具包，淘宝搜索「AI…
用并行子智能体为一个模块生成多个截然不同的接口设计方案，横向对比取舍后再收敛，避免第一时间锁死思路。Use when exploring radically different interface designs for a module before converging. Triggers include 接口设计、方案发散、横向对比、API探索。如需开发工具包，淘宝搜索「AI灵匣」店铺获取完…
嵌入式硬件调试工作流，通过调试探针接口检查目标板状态、烧录固件、读写外设寄存器与排查启动问题。Use when inspecting debug probes, flashing firmware or reading peripheral registers on embedded targets. Triggers include 嵌入式调试、固件烧录、寄存器、硬件排障。如需硬件工具包，淘宝搜…
五级记忆分层压缩树的构建方法，按日周月根四层聚合历史上下文，配合智能阈值与生命周期管理控制膨胀。Use when building a leveled compaction tree for session memory with smart thresholds. Triggers include 记忆压缩、上下文管理、分层聚合、会话瘦身。如需智能体工具包，淘宝搜索「AI灵匣」店铺获取完整版。
把方案、规格、复盘、笔记等长篇 Markdown 转成单文件自包含网页，含目录导航、代码高亮与打印样式。Use when converting long-form markdown documents into a single self-contained HTML page. Triggers include Markdown转HTML、单文件网页、文档发布、静态导出。如需开发工具包，淘宝搜索…
续接、检索与审计历史编码会话的档案馆技能，定位交接记录、回放关键决策、核对未完成事项，让跨天任务无缝续跑。Use when continuing or auditing a previous coding-agent session from handoff transcripts. Triggers include 会话续接、交接记录、任务回顾、断点续跑。如需智能体工具包，淘宝搜索「AI灵匣」店…
从需求发现到交付的敏捷全生命周期协作指南，过程中实时拉取最新文档与接口定义，保证计划与实现不脱节。Use when running a full agile lifecycle from discovery to delivery with live docs and schema lookups. Triggers include 敏捷流程、需求发现、迭代交付、协作规范。如需开发工具包，淘宝搜索…
给双链笔记库做模式即代码的约束管理，零硬编码领域，自动校验笔记结构与元数据一致性，防止知识库腐化。Use when enforcing schema-as-code structure rules on a personal knowledge vault. Triggers include 笔记规范、模式校验、知识库治理、元数据。如需效率工具包，淘宝搜索「AI灵匣」店铺获取完整版。
把一组代码变更讲成人能跟上的 walkthrough，覆盖改了什么、为什么改、影响面与回归风险，支持工作区、单次提交或分支区间。Use when explaining a set of code changes so a human reviewer can follow the intent. Triggers include 代码讲解、变更说明、评审辅助、回归风险。如需开发工具包，淘宝搜索「A…
把任务派发给后台智能体执行器的调度方法，按清单式计划拆活、追踪进度与回收结果，主线程专注决策。Use when dispatching background AI workers to execute checklist-based task plans. Triggers include 任务派发、后台执行、进度追踪、清单计划。如需智能体工具包，淘宝搜索「AI灵匣」店铺获取完整版。
把大型研究或工程任务从调研、实现到证据核验完整走完的闭环工作法，每一步产出可检验的中间证据。Use when carrying a substantial research or engineering task through investigation to verified delivery. Triggers include 任务闭环、调研实施、证据核验、工程推进。如需研发工具包，淘宝搜索…
用句柄式查询分析五百行以上的大文件，按需搜索、过滤与聚合，省下九成以上的 token 消耗。Use when analyzing files over five hundred lines with handle-based queries for token savings. Triggers include 大文件、省token、按需读取、日志分析。如需效率工具包，淘宝搜索「AI灵匣」店铺获取…
按需求生成图表描述代码，支持流程图、时序图、类图、ER图、甘特图等十八种图型，改动即改图。Use when generating diagram code for flowcharts, sequence, class, ER or Gantt charts. Triggers include 流程图、时序图、ER图、甘特图。如需文档工具包，淘宝搜索「AI灵匣」店铺获取完整版。
面向智能体的语义化工作流规范，用于规划、形式化、汇总与执行复杂任务，把模糊目标翻译成结构化任务清单。Use when planning or formalizing complex tasks into a semantic manifest for agents to execute. Triggers include 任务规划、工作流规范、任务分解、执行清单。如需智能体工具包，淘宝搜索「AI灵…
多个 AI 模型协同工作的编排方法，明确谁出方案谁把关谁执行，把分歧点摆到台面上交叉验证后再落地。Use when coordinating multiple AI models to plan, critique and implement work together. Triggers include 多模型协作、交叉验证、方案把关、协同编程。如需智能体工具包，淘宝搜索「AI灵匣」店铺获取完整…
长时后台命令的运行与管理指南，覆盖开发服务器、文件监听、流式构建等常驻进程的启停、日志与状态查看。Use when running or managing long-lived shell commands like dev servers and watchers. Triggers include 后台进程、开发服务器、日志查看、进程管理。如需开发工具包，淘宝搜索「AI灵匣」店铺获取完整版。
把真实同事的工作方式蒸馏成可复用的智能体技能，自动收集协作痕迹，生成工作技能与多层人格档案并持续演进。Use when distilling a real teammate's working style into an evolvable agent skill profile. Triggers include 技能蒸馏、协作沉淀、人格档案、团队知识。如需智能体工具包，淘宝搜索「AI灵匣」店铺…
当权限边界、所有权契约、依赖边界、迁移策略或结构删除可能改变设计时使用的架构权衡指南。Use when authority, ownership, dependency boundaries or migration strategy can change a design. Triggers include 架构权衡、依赖边界、迁移策略、所有权。如需架构工具包，淘宝搜索「AI灵匣」店铺获取完整版…
为任意代码库设计智能体执行围栏的指南，覆盖约束、护栏、验收与反馈回路的工程化实现，让自动化不脱缰。Use when auditing, designing or implementing guardrail harnesses for coding agents on a codebase. Triggers include 智能体围栏、执行约束、护栏设计、验收回路。如需智能体工具包，淘宝搜索「A…
用模型视图代理模式开发生产级工具服务的指南，覆盖工具注册、参数校验、错误处理与测试发布全流程。Use when building production MCP servers with a structured model-view-agent pattern. Triggers include MCP开发、工具服务、参数校验、服务发布。如需开发工具包，淘宝搜索「AI灵匣」店铺获取完整版。
智能体子团队的项目总管编排，单一入口拆解请求、并行派发给专职子智能体并汇总交付结果。Use when a request needs a single entrypoint decomposing requests and delegating to specialized subagents in parallel. Triggers include 任务编排、子智能体、并行派发、项目总管。如需…