全部能力

Extracts key learnings from conversations, debugging sessions, and failed attempts. Use at session end or after solving complex problems to capture insights. Stores discoveries in memory (via amplihack.memory.discoveries), suggests PATTERNS.md updates, and recommends new agent creation. Ensures knowledge persists across sessions via Kuzu memory backend.

跨运行时 Agent Teams 编排手册，适用于 Claude Code、Codex、OpenClaw 和 Cursor。当用户要求"create agent teams"、"use agent swarm"、"setup multi-agent collaboration"、"orchestrate agents"、"coordinate parallel agents"、"organize team collaboration"、"build agent teams"、"implement swarm orchestration"、"setup multi-agent system"、"coordinate agent collaboration"，或需要关于自适应团队组建、质量门禁、技能发现、任务分发、团队协调策略或 Agent Teams 最佳实践的指导时，应使用此技能。或者当用户说"多agent"、"agent协作"、"agent编排"、"并行agent"、"分工协作"、"拉团队"、"拉个团队"、"多代理协作"、"swarm编排"、"agent团队"时也应使用此技能。 注意："swarm/蜂群"是通用行业术语；Claude Code 的官方概念为"Agent Teams"；Codex、OpenClaw 和 Cursor 应将此手册映射到其原生或宿主提供的 agent 能力，不得删除任何工作流阶段。

Amazon Agent 是一款高性能工具，旨在将海量电商数据集转化为结构化、可用的智能信息。当用户…时使用此技能。

当面对 2 个以上可以独立进行、无共享状态或顺序依赖的任务时使用

Generate comprehensive documentation for content authors taking over an AEM Edge Delivery Services project. Analyzes the project structure and produces a…

Vercel Marketplace expert guidance — discovering, installing, and building integrations, auto-provisioned environment variables, unified billing, and the…

Build and publish npm packages using Bun as the primary toolchain with npm-compatible output. Use when the user wants to create a new npm library, set up a…

Transform clichéd story elements by pushing along the emotional vector toward statistical edges. Use when first instincts are too predictable, when elements…

AI 代理的内存管理 - 列出、搜索、总结并维护您的记忆文件。包含 AI 驱动的摘要功能。

从提取的功能性 DNA 文档合成新作品。适用于将源作品适配到新场景、合并多个源提取内容，或…

Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create…

Claude Code + Codex parallel pipeline for bootstrapping Trellis coding specs. CC analyzes the repo with GitNexus (knowledge graph) + ABCoder (AST), creates…

编排多个工作代理以实现已梳理的任务。适用于多个就绪任务需要实现、需要自主多任务…

分析单个 MLflow 跟踪记录以回答用户的相关查询。当用户提供跟踪 ID 并要求调试、调查、查找问题或进行根因分析时使用。

Deep-dive analysis of GitHub projects. Use when the user mentions a GitHub repo/project name and wants to understand it — triggered by phrases like "帮我看看这个项目", "了解一下 XXX", "这个项目怎么样", "分析一下 repo", or any request to explore/evaluate a GitHub project. Covers architecture, community health, competitive landscape, and cross-platform knowledge sources.

Generate phonologically consistent constructed languages for fiction. Use when you need naming languages, alien speech, or fantasy tongues without deep…

Structure stories around protagonists who refuse to acknowledge what they're becoming. Use when exploring self-deception, moral transformation, or the gap…

Git repository hosting for ATXP-authenticated agents — create repos, get authenticated clone/push URLs, and manage repositories on code.storage

Manage context-mode GitHub issues, PRs, releases, and marketing with parallel subagent army. Orchestrates 10-20 dynamic agents per task. Use when triaging…

Corrects outdated LLM knowledge about the Vercel platform and introduces new products. Injected at session start.