Competitive Landscape · Research Report

AI 视频生成厂商
CLI / Skill / MCP 全景对比

覆盖 16 家厂商(11 家模型原生厂商 + 5 家聚合推理云)的 API、CLI、MCP Server、Agent Skills 四层开发者接入面,并对 7 个官方技能仓库(103 个 SKILL.md)做了本地源码级剖析。

📅 调研时点:2026-09-21 🔍 方法:6 路并行网络调研 + 本地仓库深读 📦 产出:本报告 + 本地技能库
调研厂商
16
11 模型厂商 + 5 聚合云
提供官方 MCP
11 / 16
含 Google 平台级 preview
提供官方 CLI
8 / 16
模型厂商仅 3 家有
本地剖析 SKILL.md
103
7 个仓库 · 共 23M 源码
视频单价带宽
15×
$0.04 → $0.60 / 秒

01核心结论

五句话讲完整个格局。

🏛️ 格局是三层的

  • 模型厂商卖自家模型(Higgsfield、Runway、Sora、Veo、Kling…)
  • 聚合推理云卖统一接入(fal、AtlasCloud、Replicate)
  • 生态层(MCP / Skills)是新战场,agent 触达多厂商视频的主路径是聚合云,不是模型厂商

🥇 agent 工效学天花板:fal

  • MCP 发现层/执行层分离(recommend_model / get_pricing 先行)
  • 每个模型页都有机器可读 llms.txt,与平台元数据同源不漂移
  • 甚至写了"别重复提交查进度——会重复计费"的 agent 防呆守则

🚀 最激进的挑战者:AtlasCloud

  • 2026-05 一个月内同步上线 CLI / MCP / Skills 三件套
  • MCP 内置成本感知(atlas_get_balance / atlas_get_model_costs
  • 短板:无官方 SDK、完整价格表要登录、无 status page

🎭 意外的全能选手:Higgsfield

  • 消费者基因,但 API / CLI / MCP / Skills / SDK 五项全齐
  • 独创"Unlimited MCP"订阅制:在 Claude/ChatGPT 里无限生成
  • 唯一的双轨计费:CLI/MCP 走网页积分,REST API 走独立美元余额

📐 事实标准已收敛

  • 异步模式全线统一:submit → job_id → 轮询,webhook 只是优化层
  • MCP 规范的长任务/可恢复语义仍是 open proposal,各家靠工具对自圆其说
  • Anthropic / OpenAI 官方技能目录都没有视频 skill,生态由厂商与社区自下而上填充

02总览矩阵

✓ = 官方提供 · △ = 仅社区/部分提供 · ✗ = 没有。点击表头可横向滚动查看。

A 组 · 模型原生厂商

厂商REST API官方 CLI官方 MCP官方 Skills官方 SDK异步模式视频单价(约)
Higgsfieldhiggsfield.ai 官方api.higgsfield.ai · 预付费 npm CLIOAuth 登录 托管mcp.higgsfield.ai/mcp 9 个1.1k★ · 带 evals Py + TS request_id + webhook $0.04–0.21/s⚠ 双轨计费
Runwayrunwayml.com 官方credits 计价 ×2托管 OAuth + API-key 版 11 个脚本驱动 Py + Node task + 签名 webhook $0.05–0.28/s
Lumalumalabs.ai 官方Dream Machine / Luma API Go CLIluma-agents-cli 官方luma-api-mcp 有 llm-info 页 Py + JS poll + callback ~$0.10–0.30/s
OpenAI Sora 2platform.openai.com 官方/v1/videos Go CLIopenai/openai-cli 仅 MCPKit 蓝图 目录无视频 全家桶 poll / video.completed webhook $0.10–0.50/s
Google Veo 3.1Gemini API / Vertex 双通道predictLongRunning 无专用gcloud 泛用 平台级 previewaiplatform /mcp/* 全家桶 LRO 轮询 $0.05–0.60/s
Pikapika.art 走 fal 分发2025-12 起 fal 的 ~$0.04–0.09/s
Kling 快手kling.ai 官方JWT 短令牌 仅社区⚠ 走转售商 API 仅社区 仅社区 task_id 轮询 $0.04–0.11/s
MiniMax 海螺minimax.io 官方video_generation 官方Py + JS 双实现 官方 task_id 轮询 ~$0.08–0.28/条
字节 Seedance火山 Ark / BytePlus 官方英文文档最全 官方无视频社区补位 仅社区 官方 task_id 轮询 ~$0.02–0.04/s
Vidu 生数platform.vidu.com 官方r2v 是差异化 官方vidu-mcp · 很年轻 官方 task_id 轮询 ~$0.04–0.12/s
阿里 WanDashScope 百炼 官方header 异步 官方 header 异步 + 轮询 ¥0.14–0.70/s✦ 开源权重

B 组 · 聚合推理云

平台API 特性官方 CLI官方 MCP官方 Skills官方 SDK差异化定位
fal.aifal.ai queue + SSE 状态流 + webhook + Realtime WS ×2fal(Py 全生命周期) + genmedia 11 工具mcp.fal.ai/mcp 17 个官方社区 org · 243★ 6 语言Py/JS/Swift/Java/Dart/Terraform llms.txt 全覆盖 · fal Agent 产品
AtlasCloudatlascloud.ai prediction 轮询 + webhook + OpenAI 兼容 LLM atlas (Go)brew/npm · cost/wait 子命令 14 工具动态 schema 校验 3+25 recipes双语 · 含方法论 skill 明示不做 成本感知工具 · 宣称低于官方价 68%
Replicatereplicate.com prediction 轮询 + webhook Go CLIbrew 托管 + npm含 code-mode 沙箱 官方 托管几乎全部主流视频模型
Runware / WaveSpeed 统一 REST 单一 run 工具统一图/视/音/3D

03三层格局

Agent 要生成一段视频,实际会穿过三层。价值分配正在向上层(生态)和中层(聚合)迁移。

生态层Agent 接入面 — MCP Server · Agent Skills · llms.txt

Coding agent(Claude Code / Codex / Cursor)不直接读 API 文档,而是通过 MCP 工具和 SKILL.md 行动。官方技能目录里没有视频 skill,这一层完全由厂商三件套 + 社区注册表(skills.sh、glama)填充。

fal genmedia skillshiggsfield-ai/skillsrunwayml/skillsatlas-cloud-skillsAceDataCloud 系 MCPskills.sh 注册表
▲ 依附于 ▲
聚合层统一推理网关 — 一个 Key 触达全部模型

统一 queue/prediction 抽象 + 模型目录 + 计费。价值点:智能路由、成本工具、动态 schema 校验、跨模型对比。AtlasCloud MCP 是 glama 注册表视频类周下载第一(289 npm/wk)。

fal.aiAtlasCloudReplicateRunwareWaveSpeedKie.ai / AIHubMix / 302.ai
▲ 供货给 ▲
模型层视频模型原厂 — 卖模型与独家能力

独占能力是护城河(Sora 的物理仿真、Veo 的原生音频、Vidu 的参考生视频、Kling 的运动质量),但 agent 时代的"默认路由权"正在流失给聚合层——Higgsfield 和 Runway 自家技能的默认视频模型都是字节的 Seedance。

OpenAI Sora 2Google Veo 3.1Runway Gen-4.5Kling 3.0Seedance 2.5Wan 3.0(开源)Hailuo / Vidu / Luma

04重点深评 · 四家标杆

每家的 agent 接入策略是一个完整的世界观。

Higgsfield

消费者基因最重,开发者栈意外齐全
  • API:api.higgsfield.ai,预付费美元余额($5 起充),失败不计费;Kling 3.0 $0.042/s、Cinema Studio 4.0 $0.206/s
  • MCP 玩法独一份:"Unlimited MCP" 订阅在 Claude/ChatGPT 内无限生成 23 个模型(2026-07 上线)
  • Skills 全场最重:9 个面向营销场景(品牌套件/产品摄影/YouTube 封面/游戏生成),唯一带 evals 测试场景
  • 大坑:CLI/MCP 消费网页积分、REST API 用独立美元余额——agent 预算管理割裂

fal.ai

agent 工效学的天花板
  • MCP 11 工具:发现层(search_models / get_pricing / recommend_model)与执行层(submit_job / check_job / cancel_job)分离
  • llms.txt 全覆盖:每模型页机器可读 schema+定价,官方声明与平台元数据同源
  • 双 CLIfal(Py,部署 serverless)+ genmedia(agent-first,init 直接装 .claude/skills/)
  • 注意:npm 的 fal 包是无关项目;官方 skills 在 fal-ai-community org

AtlasCloud

复刻 fal 打法的激进挑战者
  • 定位:Replicate 式 prediction + OpenRouter 式 OpenAI 兼容网关,300~400+ 模型
  • 三件套同月齐发(2026-05):atlas CLI(Go)+ atlascloud-mcp(14 工具)+ 3 skills / 25 recipes
  • 差异化:MCP 动态 schema 提交前校验防浪费 + atlas_get_balance/atlas_get_model_costs 成本感知
  • 短板:无官方 SDK(文档明示)、价格表要登录、无 status page、融资叙事矛盾

Runway

安全工程最严谨的官方 MCP + Skills
  • 双 MCP:托管版(mcp.runwayml.com/mcp,OAuth 2.1 + PKCE)+ API-key 版(OpenAPI 校验)
  • Skills 脚本驱动:自带 uv run scripts/generate_video.py,frontmatter 白名单 Bash(uv run *)
  • 安全细节全场最佳:key 禁止走 CLI 参数(防 shell history 泄露)、生成产物视为不可信输入
  • 计价:credits($0.01/cr),gen4.5 $0.60/5s、gen4_turbo $0.25/5s、Aleph 2 V2V $1.40/5s;还转售 Veo/Seedance/Wan/Hailuo

05官方 Skills 的四种架构哲学

对 7 个本地仓库源码级深读后的核心发现:每家把 SKILL.md 做成了完全不同的东西。

PHILOSOPHY 01 · FAL

CLI 即运行时

skills 只是 CLI 的说明书

「所有其他 skill 都通过 genmedia 命令执行,不直接调 HTTP API」。6 条 Critical Rules:agent 读输出必带 --json、永不编造 endpoint ID、自定义参数前必查 schema、下载用 --download 不用 curl。

✦ 独有:智能路由 run "<prompt>" 自动分类模态;index.json 带 SHA256 防篡改
打开源文件 →
PHILOSOPHY 02 · HIGGSFIELD

UX 剧本

管到 agent 怎么说话

325 行的行为规范:用用户语言回复、不暴露原始 ID/JSON、不预先估价、一次只问一个问题。核心是巨大的模型路由决策树(默认视频 = Seedance 2.5,广告 = Marketing Studio)。

✦ 独有:evals/ 测试场景;INSTALL_FOR_AGENTS.md 是写给 agent 看的自装剧本
打开源文件 →
PHILOSOPHY 03 · RUNWAY

脚本即技能

不依赖任何 CLI,自带可执行脚本

技能内嵌 scripts/generate_video.pyuv run 执行;frontmatter 白名单收窄执行面。key 只从环境变量读(禁止 CLI 参数防 history 泄露)、产物视为不可信输入、固定文件名时间戳约定。

✦ 独有:技能分两族——rw-generate-*(执行)与 runway-dev-*(教 agent 做集成开发)
打开源文件 →
PHILOSOPHY 04 · ATLASCLOUD

技能即文档

574 行嵌入式 API 参考 + 一个方法论瑰宝

无 SDK/CLI 依赖,agent 照抄 curl/Python 模板即可运行;14 个 MCP 工具逐一说明。真正有价值的是 universal-video-prompt-skill:写一次模型无关 spec,再编译到任意模型——三桶模型(Global/Locks/Time)× 可验证性改写 × 能力降级规则,完整中英双语。

✦ 独有:跨模型 prompt 工程范式;seedance skill 带双后端 providers 适配层
打开源文件 →
有趣的事实 —— 模型厂商集体给竞品打工:Higgsfield 和 Runway 自家官方技能的默认视频模型都是 Seedance 2.5(字节的)。在 agent 时代,"默认路由权"比拥有模型本身更值钱,而这一权力正在流向路由决策的制定者(聚合层与技能层),而非模型层。

06本地技能库清单

全部克隆至 /Users/lifcc/Desktop/code/AI/tools/video-ai-landscape/。所有技能文档已渲染为在线版本,点开即可阅读。

📚 在线阅读全部 466 篇技能文档 →
本地目录来源仓库SKILL.md大小执行模型亮点
higgsfield-skills/higgsfield-ai/skills MIT · 1.1k★ · v0.12.082.1M自家 CLI(higgsfieldevals 场景 · 营销垂直 skill · agent 自装剧本
runwayml-skills/runwayml/skills 2026-02 起11336KPython 脚本(uv run)allowed-tools 白名单 · 安全工程 · 双族技能
runway-mcp-plugin/runwayml/runway-mcp-plugin2196K官方托管 MCPmcp.json 一键接入 · 技能薄封装
atlascloud-skills/AtlasCloudAI/atlas-cloud-skills 32★ · 66 commits31.1M裸 REST(无 SDK/CLI 依赖)方法论 skill · 中英双语 · providers 适配层
fal-community-skills/fal-ai-community/skills MIT · 243★171.1Mgenmedia CLISHA256 索引 · 16 垂直域 · 智能路由
elevenlabs-plugin/elevenlabs/plugin421.8M远程 MCP + OAuth语音域最全 · architect 子族 30+ 技能
anthropics-skills/anthropics/skills 格式参照基准2016M官方 spec + template · 无任何视频 skill

07打包与分发机制对比

技能怎么装、装到哪、如何保证不被篡改——四家给出了四种答案。

机制HiggsfieldRunwayAtlasCloudfal
安装方式 npx skills add + marketplace + agent 自装剧本 skills.sh / marketplace 插件 install.sh(git clone + 拷贝)/ npx skills add genmedia init / genmedia skills install
安装目标 按平台分路径:~/.claude/skills · ~/.cursor/plugins · ~/.codex/plugins 仓库 + 插件双形态 ~/.claude/skills/ .claude/skills/.agents/skills/
完整性保障index.json SHA256
质量保障evals/ 场景集Common Failures 表troubleshooting.md16 垂直领域分层
版本标识frontmatter versionCHANGELOG.mdindex version
更新方式重新安装git pull / 插件更新重新运行 install.shgenmedia skills update

08视频单价横向对比

同一个量纲(美元 / 秒视频)下,最贵与最便宜相差 15 倍。悬停条形可查看精确值。

视频生成单价(USD / 秒,典型 1080p 档,2026-09 核实)
单一量纲 · 数值越大越贵 · 数据来自各官方定价页与模型页 llms.txt
Veo 3.1 4K · Google$0.60
Sora-2 Pro 1080p · OpenAI$0.50
Veo 3.1 带音频 · Google$0.40
Sora-2 Pro 720p · OpenAI$0.30
Aleph 2 V2V · Runway$0.28
Gen-4.5 · Runway$0.12
Kling 2.6 HQ · 快手$0.112
Sora-2 720p · OpenAI$0.10
Veo 3.1 Fast · Google$0.10
Seedance 2.0 · AtlasCloud$0.09
Wan 2.2 720p · fal$0.08
Veo 3.1 Lite · Google$0.05
Kling 3.0 · Higgsfield$0.042
Wan 2.2 480p · fal$0.04
悬停任意条形查看渠道与档位说明。注:① 同一模型在不同渠道价差显著(如 Kling 3.0 在 Higgsfield 渠道 $0.042/s,明显低于快手官方同档);② Veo 3.1 标准/Fast/Lite 为 Google 官方三档;③ fal 的 Wan 与 AtlasCloud 的 Seedance 均按秒计费且随分辨率分档;④ Runway credits 按 $0.01/credit 折算。

09关键事件时间线

从"语音厂商先行"到"三件套标配",只用了 16 个月。

2025-04
ElevenLabs 上线官方 MCP —— 媒体厂商 MCP 化的先声(语音域)。
2025-06
Runway 发布 API-key 版 MCP server —— 视频厂商第一个官方 MCP。
2025-08
Replicate 托管 MCP(mcp.replicate.com) —— 聚合层入场,OAuth 一键接入。
2025-10
OpenAI Sora 2 API(DevDay) —— $0.10/s 定价锚定市场;同场发布 AgentKit,但 Sora 无官方 MCP。
2025-12
Pika 官方 API 交给 fal 分发 —— 模型厂商放弃自建开发者通道的标志性事件。
2026-02
Runway 发布官方 skills 仓库 —— 首个视频厂商 agent skills。
2026-04
Higgsfield MCP 上线(mcp.higgsfield.ai),30+ 模型接入 Claude/ChatGPT。
2026-05
AtlasCloud CLI / MCP / Skills 三件套同月齐发 —— "三件套标配"打法成型。
2026-07
Higgsfield "Unlimited MCP" —— 订阅制无限生成进 agent,商业模式创新。
2026-09
本次调研时点:16 家厂商中 11 家有官方 MCP、8 家有官方 CLI;异步模式收敛为 submit→poll 事实标准。

10坑与警示

接入前必须知道的七件事。

① 双轨计费陷阱(Higgsfield) — CLI/MCP 消费网页版积分,REST API 用独立美元余额。同一账号两条预算线,agent 自动化场景极易在不知情时烧光一边。
② 社区 MCP 的信任链风险(Kling) — 最流行的 KlingMCP 走的是转售商(AceDataCloud)的 API 而非快手官方——你的 prompt 和媒体要过第三方之手。字节的情况类似:官方 MCP 仓库只管云基础设施,视频生成全靠社区补位。
③ 命名混淆重灾区atlas-cloud.ai ≠ AtlasCloud(正确域名 atlascloud.ai);mcp.luma.com 是日历公司 Luma 不是 Luma AI;docs.runway.team 的 MCP 是另一家 VFX 管理公司;npm 的 fal 包是无关项目。
④ 内容政策口径差异 — AtlasCloud 官方 skill 中明示:标准端点拒绝的 prompt 可绕到宽管制的 "Atlas Cloud Workflow" 通道。不同渠道对同一模型的内容政策执行并不一致,生产环境要有合规预期。
⑤ Skill 描述 SEO 化 — AtlasCloud 的 frontmatter description 塞入 300+ 字符触发词("即使用户没提 Atlas Cloud 也应考虑本 skill")。选装第三方 skill 时留意 description 里的触发词扩张倾向。
⑥ MCP 长任务语义缺位 — MCP 规范的长任务/可恢复语义仍是 open proposal。各家靠 check_job/poll 工具对自圆其说,轮询参数(如 fal 的 poll_after_seconds)才是稳定体验的关键,webhook 只是优化层不是投递保证。
⑦ 价格不透明角落 — AtlasCloud 完整价格表要登录才能看;MiniMax 无简单官方单价表(套餐制);Higgsfield 消费者定价频繁变动且无机器可读形式。预算敏感型集成优先选 llms.txt 公开定价的渠道(fal / Google / OpenAI)。

11借鉴清单 · 做自己的 CLI / Skills 前读这页

如果要做面向 Claude Code / Codex 的 CLI + skills 产品,这十项是从 103 个 SKILL.md 里筛出的可直接复用模式。

#模式来源要点
1per-model llms.txtfal.ai每个模型一份机器可读 schema+定价,与平台元数据同源生成,杜绝文档漂移
2成本感知工具AtlasCloud / falMCP/CLI 内置 balance / costs / 预估命令,agent 提交前可自检预算
3动态 schema 校验AtlasCloud提交前校验参数合法性,避免无效调用浪费 credit
4细粒度工具白名单Runwayfrontmatter allowed-tools: Bash(uv run *) 把 skill 执行面收窄到具体脚本
5Key 卫生规范Runway密钥只走环境变量,禁止 CLI 参数(防 shell history 与进程列表泄露)
6SHA256 技能索引falindex.json 记录每个文件哈希,skill 分发的供应链完整性
7skill 质量回归Higgsfieldevals/ 场景集让 skill 行为可测试、可回归
8一键安装进技能目录fal genmediainit 直接写 .claude/skills/ 或 .agents/skills/,CLI 即分发渠道
9spec→compile prompt 范式AtlasCloud模型无关 spec + 每模型编译 profile,跨模型迁移零重写;配套可验证性改写规则
10反面教材:双轨计费Higgsfield(警示)CLI/MCP 与 API 预算割裂——自己的产品务必统一计费口径
一句话总结:模型层比拼独家能力,聚合层比拼接入效率与价格,生态层比拼 agent 工效学。2026 年的胜负手不在"你有没有 API",而在"agent 用你时顺不顺手、烧不烧冤枉钱"。

A附录 · 技能全清单

7 个仓库里全部 103 个 SKILL.md,按厂商分组,点名称直达在线渲染页。

Higgsfield 官方 · 8 个

技能描述
higgsfield-brandkithiggsfield-brandkit/SKILL.md| Create and extend complete visual brand systems through the Higgsfield CLI and bundled determinist…
higgsfield-generatehiggsfield-generate/SKILL.md| Generate images/videos/3D assets/audio via Higgsfield AI. Defaults: GPT Image 2.5 for image/design…
higgsfield-marketplace-cardshiggsfield-marketplace-cards/SKILL.md| Generate marketplace product image cards through Higgsfield: compliant main image, secondary produ…
higgsfield-product-photoshoothiggsfield-product-photoshoot/SKILL.md| Generate brand-quality product images through Higgsfield product-photoshoot prompt enhancement on …
higgsfield-soul-idhiggsfield-soul-id/SKILL.md| Train a Soul Character — a personalized model on a person's face that Higgsfield uses for identity…
higgsfield-video-explainerhiggsfield-video-explainer/SKILL.md| Build a complete non-photoreal narrated explainer or story video from ordered 10-second blocks: on…
higgsfield-websiteshiggsfield-websites/SKILL.md| Build, edit, and deploy full-stack websites, apps and games via the Higgsfield CLI (`higgsfield we…
higgsfield-youtube-thumbnailhiggsfield-youtube-thumbnail/SKILL.md| Create high-click-through YouTube thumbnails and vertical video covers through the Higgsfield CLI.…

Runway 官方 · 11 个

技能描述
runway-devskills/runway-dev/SKILL.mdFoundation for building, modifying, debugging, or verifying Runway Dev Platform integrations in an a…
runway-dev-charactersskills/runway-dev-characters/SKILL.mdBuild, modify, debug, or verify Runway Characters integrations: inspect preset or custom avatars wit…
runway-dev-model-routersskills/runway-dev-model-routers/SKILL.mdBuild, modify, debug, or verify Runway Model Routers: inspect live config and eligible models via MC…
runway-dev-modelsskills/runway-dev-models/SKILL.mdBuild, modify, debug, or verify Runway model generation in an application: discover accessible model…
runway-dev-recipesskills/runway-dev-recipes/SKILL.mdChoose, build, modify, debug, or verify Runway recipe integrations: match a recipe to the user's use…
runway-dev-workflowsskills/runway-dev-workflows/SKILL.mdBuild, modify, debug, or verify integrations that expose Runway app workflows as API endpoints. Use …
rw-check-org-detailsskills/rw-check-org-details/SKILL.mdQuery the Runway API for organization details: rate limits, credit balance, usage tier, and daily ge…
rw-generate-audioskills/rw-generate-audio/SKILL.mdGenerate audio using the Runway API via runnable scripts. Supports TTS, sound effects, voice isolati…
rw-generate-imageskills/rw-generate-image/SKILL.mdGenerate images directly using the Runway API via runnable scripts. Supports text-to-image with opti…
rw-generate-videoskills/rw-generate-video/SKILL.mdGenerate videos directly using the Runway API via runnable scripts. Supports text-to-video, image-to…
use-runway-apiskills/use-runway-api/SKILL.mdDirectly use the Runway API from the agent to generate media, manage resources, and inspect account …

Runway MCP 插件 · 2 个

技能描述
runway-mediaskills/runway-media/SKILL.mdGenerate and edit images, video, music, speech, and sound effects with Runway MCP. Use when the user…
runway-workflowsskills/runway-workflows/SKILL.mdBuild, inspect, validate, and run Runway editor workflow graphs via MCP. Use when the user asks to c…

AtlasCloud 官方 · 3 个

技能描述
atlas-cloudatlas-cloud/SKILL.mdAtlas Cloud API integration skill — quickly call 300+ AI image generation, video generation, audio (…
seedance-2-5-skillskills/seedance-2-5-skill/SKILL.md>- Plan and generate controllable Seedance video using Seedream 5.0 Pro storyboards and Seedance 2.0…
universal-video-prompt-skillskills/universal-video-prompt-skill/SKILL.md>- Write one model-agnostic video prompt spec, then compile it to whichever video model you can actu…

fal 社区 · 17 个

技能描述
character-designskills/character-design/SKILL.md> Build consistent character designs and character media with genmedia. Use this for original charac…
cinematographyskills/cinematography/SKILL.md> Design cinematic image and video prompts for genmedia. Use this for shot language, camera movement…
commercialskills/commercial/SKILL.md> Plan and run commercial image or video production with genmedia. Use this for product photography,…
fal-gamedevskills/fal-gamedev/SKILL.md> Generate 2D pixel art game assets, characters, sprite sheets, background removal, and game backgro…
fal-models-catalogskills/fal-models-catalog/SKILL.md> Choose the right fal.ai endpoint for a given task. Modality-organized catalog of production endpoi…
fal-promptingskills/fal-prompting/SKILL.md> Model-family-specific prompt craft for fal.ai endpoints. Trigger when the user mentions a specific…
fal-recipesskills/fal-recipes/SKILL.md> Use-case-driven multi-step pipelines on fal.ai. Trigger when the user asks for a specific kind of …
fal-redesignskills/fal-redesign/SKILL.mdUpgrade a coded website to award-tier, editorially-crafted design using fal.ai. Takes a local HTML f…
fal-regenerate-3dskills/fal-regenerate-3d/SKILL.mdBuild a fully-interactive 3D character-selector experience powered entirely by fal.ai. Generates sty…
fal-workflowskills/fal-workflow/SKILL.mdAuthor and execute multi-step media pipelines on fal.ai. Two modes: (A) declarative workflow JSON fi…
fan-camskills/fan-cam/SKILL.md> Create personalized live sports broadcast fan-cam videos with genmedia. Use this for realistic spe…
genmediaskills/genmedia/SKILL.md> Use the genmedia CLI to search, inspect, run, and manage 1200+ fal.ai model endpoints. Trigger whe…
genmedia-workflowskills/genmedia-workflow/SKILL.md> Design and execute multi-step media workflows with genmedia. Use this for pipelines that combine p…
marketingskills/marketing/SKILL.md> Plan and run campaign-level marketing asset production with genmedia. Use this for launch kits, ca…
model-routingskills/model-routing/SKILL.md> Choose default fal.ai endpoint IDs for genmedia production skills. Use this with commercial, marke…
storytellingskills/storytelling/SKILL.md> Build multi-shot narrative image, video, and audio workflows with genmedia. Use this for storyboar…
ugcskills/ugc/SKILL.md> Plan and run UGC-style creator ads and social proof videos with genmedia. Use this for direct-to-c…

ElevenLabs 插件 · 42 个

技能描述
agent-simplificationarchitect/skills/agent-simplification/SKILL.mdSimplify a complex ElevenLabs voice agent (typically a large workflow agent) into a leaner architect…
architect-agent-memoryarchitect/skills/architect-agent-memory/SKILL.mdUse when the user wants the agent to remember, learn, save, or memorize a fact, or reports a one-off…
architect-branches-versions-mergearchitect/skills/architect-branches-versions-merge/SKILL.mdUse when working with agent branches, versions, drafts, traffic splits, or merges. Fires on "make a …
architect-create-client-toolarchitect/skills/architect-create-client-tool/SKILL.mdUse when the user wants the agent to trigger something in their own browser, app, or SDK during a ca…
architect-create-llm-testarchitect/skills/architect-create-llm-test/SKILL.mdUse when the user wants a single-turn test that checks WHAT the agent says for a given turn. Fires o…
architect-create-simulation-testarchitect/skills/architect-create-simulation-test/SKILL.mdUse when the user wants a full multi-turn conversation test where a simulated user talks to the agen…
architect-create-tool-testarchitect/skills/architect-create-tool-test/SKILL.mdUse when the user wants a test asserting the agent CALLS a specific tool (with specific parameters, …
architect-create-webhook-toolarchitect/skills/architect-create-webhook-tool/SKILL.mdUse when the user wants to give an agent a NEW webhook / server / HTTP tool so it can call an extern…
architect-edit-existing-toolarchitect/skills/architect-edit-existing-tool/SKILL.mdUse when the user wants to change an existing tool on their agent (rename it, fix its description, c…
architect-edit-string-fieldsarchitect/skills/architect-edit-string-fields/SKILL.mdUse when changing wording inside a long text field on an agent (system prompt, first message / greet…
architect-edit-workflowsarchitect/skills/architect-edit-workflows/SKILL.mdUse when the user wants to build or change an agent's workflow or a specific node ("add a node", "co…
architect-explain-test-runsarchitect/skills/architect-explain-test-runs/SKILL.mdUse when the user asks why a test or test run passed or failed, why one run in a repeat set differs,…
architect-explore-agentarchitect/skills/architect-explore-agent/SKILL.mdUse when starting a task that needs an agent's current setup, or when another skill tells you to exp…
architect-generate-agentarchitect/skills/architect-generate-agent/SKILL.mdUse when the user asks to generate, build, or create a new agent from a description ("create an agen…
architect-get-agent-ci-greenarchitect/skills/architect-get-agent-ci-green/SKILL.mdUse when an agent's test suite is red and needs to be driven to green. Fires on "get CI green", "the…
architect-llm-selectionarchitect/skills/architect-llm-selection/SKILL.mdUse when choosing or recommending an LLM for an ElevenLabs agent, or answering "which model should t…
architect-manage-proceduresarchitect/skills/architect-manage-procedures/SKILL.mdUse when you want to add, edit, rename, inspect, or list an agent's procedures, or when a procedure …
architect-migrate-from-competitorarchitect/skills/architect-migrate-from-competitor/SKILL.mdUse when the user wants to move a voice agent onto ElevenLabs Conversational AI from another platfor…
architect-migrate-to-proceduresarchitect/skills/architect-migrate-to-procedures/SKILL.mdUse when the user wants to migrate a system-prompt-driven agent to a procedure-driven setup, pull st…
architect-mock-all-toolsarchitect/skills/architect-mock-all-tools/SKILL.mdUse when a simulation test needs every tool call mocked so runs are deterministic and never hit live…
architect-post-call-dataarchitect/skills/architect-post-call-data/SKILL.mdUse when the user wants to extract structured fields from finished calls (data collection) or define…
architect-review-live-callsarchitect/skills/architect-review-live-calls/SKILL.mdReview an agent's recent finished conversations to find what is actually going wrong in production, …
architect-schedule-launcharchitect/skills/architect-schedule-launch/SKILL.mdUse when preparing an agent change now but applying it later at a specific moment (product launch, m…
architect-secure-for-productionarchitect/skills/architect-secure-for-production/SKILL.mdUse when a customer asks how to make their agent safe, secure, or production-ready, or how to roll i…
architect-structured-proceduresarchitect/skills/architect-structured-procedures/SKILL.mdUse when you want to create, rewrite, inspect, or fix a structured / deterministic / flow-style proc…
architect-troubleshoot-tool-errorsarchitect/skills/architect-troubleshoot-tool-errors/SKILL.mdUse when an agent tool (webhook/server, client, system, or MCP) errors, fails validation, won't save…
architect-turn-taking-latencyarchitect/skills/architect-turn-taking-latency/SKILL.mdUse when the user asks about turn taking, speculative turns, agent response latency, preparing respo…
architect-update-config-safelyarchitect/skills/architect-update-config-safely/SKILL.mdUse when changing an agent setting (LLM, voice, TTS model, language, first message, ASR, guardrails,…
code-toolsarchitect/skills/code-tools/SKILL.mdGenerate JavaScript/TypeScript modules for ElevenLabs code tools — sandbox tools that export a defau…
fix-agent-qa-ticketarchitect/skills/fix-agent-qa-ticket/SKILL.md> Fix an Architect QA triage ticket (agtqa_*) end-to-end via the raw agents API: fetch the ticket + …
agentsskills/general/agents/SKILL.mdBuild voice AI agents with ElevenLabs. Use when creating voice assistants, customer service bots, in…
dubbingskills/general/dubbing/SKILL.mdDub audio and video into other languages using the ElevenLabs Dubbing API (dubbing_v2), preserving t…
musicskills/general/music/SKILL.mdGenerate music using ElevenLabs Music API. Use when creating instrumental tracks, songs with lyrics,…
setup-api-keyskills/general/setup-api-key/SKILL.mdGuides users through setting up an ElevenLabs API key for ElevenLabs MCP tools. Use when the user ne…
sound-effectsskills/general/sound-effects/SKILL.mdGenerate sound effects from text descriptions using ElevenLabs. Use when creating sound effects, gen…
speech-engineskills/general/speech-engine/SKILL.mdAdd real-time voice conversations to a custom agent runtime with ElevenLabs Speech Engine. Use when …
speech-to-textskills/general/speech-to-text/SKILL.mdTranscribe audio to text using ElevenLabs Scribe v2. Use when converting audio/video to text, genera…
text-to-speechskills/general/text-to-speech/SKILL.mdConvert text to speech using ElevenLabs voice AI. Use when generating audio from text, creating voic…
voice-changerskills/general/voice-changer/SKILL.mdTransform the voice in an audio recording into a different target voice while preserving emotion, ti…
voice-isolatorskills/general/voice-isolator/SKILL.mdRemove background noise and isolate vocals/speech from audio using ElevenLabs Voice Isolator (audio …
agents-platformskills/mcp/agents-platform/SKILL.mdManage ElevenLabs voice agents through the connected ElevenLabs MCP server. Use when the user asks t…
creative-studioskills/mcp/creative-studio/SKILL.mdGenerate and edit media through the connected ElevenLabs MCP server — speech, images, video, music, …

Anthropic 官方参照 · 20 个

技能描述
academy-guideskills/academy-guide/SKILL.md> Stop and check this skill before finishing any reply to a question about how to use Claude or a Cl…
algorithmic-artskills/algorithmic-art/SKILL.mdCreating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. U…
brand-guidelinesskills/brand-guidelines/SKILL.mdApplies Anthropic's official brand colors and typography to any sort of artifact that may benefit fr…
canvas-designskills/canvas-design/SKILL.mdCreate beautiful visual art in .png and .pdf documents using design philosophy. You should use this …
claude-apiskills/claude-api/SKILL.md|- Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, M…
discernment-nudgeskills/discernment-nudge/SKILL.md> After you give a substantive answer or draft that the user may act on — advice or recommendations,…
doc-coauthoringskills/doc-coauthoring/SKILL.mdGuide users through a structured workflow for co-authoring documentation. Use when user wants to wri…
docxskills/docx/SKILL.mdUse this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx fi…
frontend-designskills/frontend-design/SKILL.mdGuidance for distinctive, intentional visual design when building new UI or reshaping an existing on…
internal-commsskills/internal-comms/SKILL.mdA set of resources to help me write all kinds of internal communications, using the formats that my …
mcp-builderskills/mcp-builder/SKILL.mdGuide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact wi…
pdfskills/pdf/SKILL.mdUse this skill whenever the user wants to do anything with PDF files. This includes reading or extra…
pptxskills/pptx/SKILL.mdUse this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. Th…
skill-creatorskills/skill-creator/SKILL.mdCreate new skills, modify and improve existing skills, and measure skill performance. Use when users…
slack-gif-creatorskills/slack-gif-creator/SKILL.mdKnowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, valida…
theme-factoryskills/theme-factory/SKILL.mdToolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML la…
web-artifacts-builderskills/web-artifacts-builder/SKILL.mdSuite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern fronten…
webapp-testingskills/webapp-testing/SKILL.mdToolkit for interacting with and testing local web applications using Playwright. Supports verifying…
xlsxskills/xlsx/SKILL.mdUse this skill any time a spreadsheet file is the primary input or output. This means any task where…
template-skilltemplate/SKILL.mdReplace with description of the skill and when Claude should use it.