inclusionAI

Parse workspace files, HTTP(S) file URLs, or supported source URLs such as YouTube into Markdown, inspect source routing, and inspect resumable PDF batch status with the FileX CLI inside an AWorld sandbox. Use for reading, extracting, transcribing,…

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.

Use for framework-gated self-evolve workflows in AWorld: evolve skills, create trajectory-backed proposals, inspect self-evolve run artifacts, run aworld-cli optimize, or prepare verified apply decisions through aworld.self_evolve gates.

An intelligent assistant specialized in handling media files (images/audio/video). **Only for media file analysis**, does not handle document types. Media files that can be processed: - Images: .jpg, .jpeg, .png, .gif, .bmp, .webp, .svg - Audio: .mp3, .wav,…

X (Twitter) 抓取 skill - 通过 agent-browser (CDP) 抓取指定用户推文或首页推荐流，支持关键词过滤、Tab 切换、多格式输出。使用场景：按用户/关键词抓取时间线、查看首页推荐流、生成 RSS/JSON/Markdown。

Legacy demo skill for plugin discovery tests.

Create ad-ready product video from product images, with or without character/subject images. The workflow leverages AI-powered image composition, scene understanding, and video generation. Video prompts should follow commercial shot language—visual hooks,…

Create ad-ready product images (single or collage) by back-solving sub-image sizes from target output ratio, grounding scene design with media_comprehension, generating images via image_generator with strict request params and actor-count control, and pairing…

全场景多智能体协作和交互引擎。覆盖 Bot 注册发现、自由聊天、任务协作、上下文融合、路由通信和自定义协作。用户需要自定义参与角色、执行步骤、串并行关系或最终交付物时，使用自定义协作能力，并通过 BCS 的 state_machine YAML 实现和校验。

全场景多智能体协同和交互引擎。覆盖多Bot复杂任务协同与沉浸式娱乐互动。通过提供注册发现、群组构建、上下文融合及路由通信能力等核心能力，支持能力互补、信息和知识的融合、冲突消解、工作流编排，以及2C场景下多人游戏互动等。

计算任务 gap 并产出下一步可执行子任务 List[TaskSpec];gap 已闭返回空数组。对齐 arch 场景(架构师名册/技术栈概览/双视角分析)确定式分解——按根目标交付物集合 + done_children 查表(参照 task-planning storage 特例,非自由 LLM 分解)。

计算任务 gap 并产出下一步可执行子任务 List[TaskSpec];gap 已闭返回空数组。对齐案例剧本 gwqie46v7hzr1w6h(存储行业尽调)确定式分解。

在框架预查的候选 bot 集里决出执行者(who)与协作方式(how),返回 4 态 SearchResult(HIT_SINGLE/HIT_GROUP/HIT_MULTI_BOTS/MISS)。对齐案例剧本确定式映射。

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Autonomously research, implement, train, evaluate, visualize, and submit a genuinely new AReno RLVR mini-game whose mechanically generated samples are independent state-to-single-output tasks. Use when the user requests a complete new game demo with real…

Add or debug an AReno model family, including config conversion, module construction, checkpoint load/save, text or multimodal inference, training backward, tensor parallelism, CUDA graph decode, and checkpoint round trips. Use only when model-specific…

Add or modify an AReno algorithm, trainer, loss, advantage calculation, role model, or algorithm-specific configuration. Use for framework-level SFT, DPO, GSPO, GRPO, PPO, or new optimization method development. Do not use merely to run an existing algorithm.

Create or debug an AReno multi-turn agentic dataset, run_agent implementation, tool schemas, tool execution, reward, loss masks, interactive TUI game with OpenAI-compatible LLM inference, or agentic training example. Use for text or multimodal agentic…

Diagnose failed, hung, slow, OOM, NaN, illegal-memory-access, NCCL, compilation, rollout, or training runs in AReno. Use when runtime evidence must identify the first causal stage. Do not use for routine capacity planning without a failure.

Develop, optimize, debug, and validate an AReno CUDA, Triton, fused, attention, convolution, routing, or MoE operator. Use when changes touch areno/accel or a runtime kernel boundary and require forward, backward, dtype, layout, CUDA graph, or benchmark…

Measure and diagnose AReno rollout, prefill, decode, training, checkpoint, role-switch, communication, or Python scheduling performance. Use when throughput or step time is slow and evidence from metrics, py-spy, or Nsight is required. Do not optimize before…

Start, validate, debug, and stop an AReno OpenAI-compatible serving endpoint. Use for areno serve commands, API probes, streaming, cancellation, cache or CUDA graph issues, and supported image or tool-call requests. Do not use for training jobs.

Deploy sandboxed environment instances and services using AEnvironment. Use when deploying agent instances, web services, or applications to AEnvironment sandbox infrastructure. Supports three workflows - (1) Build image locally and deploy, (2) Register…

支付宝开放平台支付产品接入最佳实践。涵盖当面付、订单码支付、App 支付、JSAPI 支付、手机网站支付、电脑网站支付、预授权支付、商家扣款等全场景产品选型与集成指导。 当用户提到"接入支付宝"、"集成支付宝支付"、"对接支付"、"支付宝收款"、"加个支付功能"、"支付宝下单"、"H5 支付"、"小程序支付"、"预授权"、"付款码"、"扫码支付"、"网页支付"、"PC 支付"、"周期扣款"、"自动续费"、"会员订阅"、"连续包月"、"代扣"时，或咨询支付产品相关报错、排查问题时使用此 Skill。