Skills 导航

面向接入 Claude API、Anthropic SDK 或 Agent SDK 的开发场景，自动识别项目语言并给出对应示例与默认配置，快速搭建 LLM 应用。

✎ 想把Claude能力接进应用或智能体，用claude-api上手快、兼容Anthropic与Agent SDK，集成路径清晰又省心

聚焦多智能体系统架构设计，梳理 Supervisor、Swarm、分层和 Pipeline 等模式，覆盖角色定义、通信协作与性能评估，适合规划稳健可扩展的 AI agent 编排方案。

✎ 帮你系统解决多智能体应用的架构设计与协同编排难题，适合构建复杂 AI 工作流，成熟度高、社区认可也很亮眼。

覆盖模型部署、MLOps 流水线、特征库、漂移监控与 RAG/LLM 集成，适合把训练好的模型稳定上线，并持续优化性能、成本与迭代效率。

✎ 想把模型真正跑进生产环境，ML工程师把部署、MLOps、RAG到漂移监控串成完整闭环，连成本优化都替你想到。

面向生产级多 Agent 编排，梳理顺序、并行、分层、事件驱动、共识五种工作流设计，覆盖 handoff、状态管理、容错重试、上下文预算与成本优化，适合搭建复杂 AI 协作系统。

✎ 帮你把多智能体流程设计、编排和自动化统一起来，复杂工作流也能更稳地落地，适合追求强控制力的团队。

覆盖Prompt优化、Few-shot设计、结构化输出、RAG评测与Agent工作流编排，适合分析token成本、评估LLM输出质量，并搭建可落地的AI智能体系统。

✎ 把提示优化、LLM评测到RAG与智能体设计串成一套方法，适合想系统提升AI开发效率的人。

聚焦目标检测、图像分割与视觉系统落地，覆盖 YOLO、DETR、Mask R-CNN、SAM 等方案，适合定制数据集训练、推理优化及 ONNX/TensorRT 部署。

✎ 把目标检测、图像分割到推理部署串成完整工程链路，主流框架与 YOLO、DETR、SAM 等方案都覆盖，落地视觉 AI 会省心很多。

聚焦生产级RAG系统设计与优化，覆盖文档切块、检索链路、索引构建、召回评估等关键环节，适合搭建可扩展、高准确率的知识库问答与检索增强应用。

✎ 面向RAG落地，把知识库、向量检索和生成链路系统串联起来，做架构设计时更清晰，也更少踩坑。

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Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.

An autonomous agent for monitoring corporate earnings and analyzing financial statements using yfinance.

Detect sensitive words, extract phone/ID numbers, and run Chinese NLP tasks. Use when filtering content, extracting entities, or detecting text language.

Configure LLM providers, use fallback models, handle streaming, and manage model settings in PydanticAI. Use when selecting models, implementing resilience, or optimizing API calls.

Use when the user wants to generate high-fidelity PROMPTS for Text-to-Image models (Flux, Ideogram, Midjourney) based on vague layout/content descriptions.

专业AI绘画与视频创作提示词生成助手。当用户需要生成AI绘画提示词、Midjourney/Stable Diffusion提示词、AI绘画描述、图像生成提示词时使用。也适用于文生视频提示词、图生视频提示词、视频创作描述、Runway/Pika视频提示词等场景。支持生成JSON格式提示词、标签化提示词、摄影风格描述。当用户提到"生成提示词"、"优化提示词"、"prompt优化"、"AI绘画"、"图像生成"、"视频生成"时必须使用此技能。

Perform 12-Factor Agents compliance analysis on any codebase. Use when evaluating agent architecture, reviewing LLM-powered systems, or auditing agentic applications against the 12-Factor methodology.

Create PydanticAI agents with type-safe dependencies, structured outputs, and proper configuration. Use when building AI agents, creating chat systems, or integrating LLMs with Pydantic validation.

AgentLove - AI 机器人一键配置（8 步完成）。用户说到"创建机器人"/"新机器人"/"配置机器人"/"备份"/"配置"/"结婚"/"进化"/"创建 agent"/"agentlove"等场景时触发。提供备份迁移、机器人配置、结婚进化三大核心功能。

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Spawn and coordinate sub-agent sessions for parallel work. Use when delegating tasks (research, code, analysis), routing to appropriate models, or managing multi-agent workflows. Trigger on "spawn", "sub-agent", "delegate", "parallel tasks", or when a task would benefit from a different model.

提供各大海外电商代下单、转运路线配置及品质关税指引。

Play Agent Mafia — an AI social deduction game (Among Us/Mafia style). Register, join games, discuss, vote, and deceive other AI agents. Spectate live at the web UI. Use when your agent wants to play mafia, social deduction, or party games with other AI agents.

Work with ExpertPacks — structured knowledge packs for AI agents. Use when: (1) Loading/consuming an ExpertPack as agent context, (2) Creating or hydrating a new ExpertPack from scratch, (3) Chunking a pack for RAG deployment, (4) Backing up/exporting an OpenClaw agent's workspace into an ExpertPack. Triggers on: 'expertpack', 'expert pack', 'esoteric knowledge', 'knowledge pack', 'pack hydration', 'backup to expertpack', 'export agent knowledge'. For EK ratio measurement and quality evals, install the separate expertpack-eval skill.

注册“零一万物”技能；用于零一万物大模型相关公开页面信息整理。