inclusionAI/AWorld

Search, understand, reproduce, and improve an idea with ease

AWorld is an agent harness, meaning a framework that coordinates an AI agent’s tools, memory, context, and execution so expert knowledge can be turned into reusable skills and autonomous agents. It is for building domain-specific agent applications and workflows, with the catalogue entries representing skills, agents, and commands that operate within the AWorld ecosystem.

1.2kStars on the repository
28Mods indexed here, across every type
7d agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

ad_image_create

01

inclusionAI/AWorld

Skill Claude CodeCodex

A workflow for creating product advertising images as either one main image or a collage of several images. It calculates the required layout sizes, generates the scenes, checks the final dimensions, and adds a short social-media tagline.

not rated 1.2k 7d ago A 67 tokens original MIT

ad_video_create

02

inclusionAI/AWorld

Skill Claude CodeCodex

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, product presence, hero shots, detail showcase, function…

not rated 1.2k 7d ago A 64 tokens original MIT

agent-browser

03

inclusionAI/AWorld

Skill Claude CodeCodex

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.

not rated 1.2k 7d ago A 51 tokens copy · 83% MIT

app_evaluator

04

inclusionAI/AWorld

Skill Claude CodeCodex

A professional skill for App Evaluation (evaluating app's performance with score) and App Improvement (giving professional suggestions for improving the app's performance).

not rated 1.2k 7d ago A 33 tokens original MIT

inclusionAI/AWorld

Skill Claude CodeCodex

Prevent stutter and frozen frames when embedding a child video inside a parent in code-driven pipelines (Remotion, After Effects scripting, FFmpeg filter graphs). Explains why sparse keyframes break frame-accurate seek during per-frame export, and how re-encoding with H.264 all-intra GOP (-g 1) and yuv420p makes every…

not rated 1.2k 7d ago A 113 tokens original MIT

filex

06

inclusionAI/AWorld

Skill Claude CodeCodex

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, inspecting, summarizing, or answering questions about PDF, Word…

not rated 1.2k 7d ago A 87 tokens original MIT

last_7_days_news

07

inclusionAI/AWorld

Skill Claude CodeCodex

Search and summarize the latest 7 days of AI news and X discussions using public sources plus browser-based X collection. Use for recent AI news, trends, X discussions, industry briefs, and summaries organized into hot topics, viewpoints, and opportunity areas.

not rated 1.2k 7d ago A 56 tokens original MIT

media_comprehension

08

inclusionAI/AWorld

Skill Claude CodeCodex

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, .m4a, .flac, .aac, .ogg Video: .mp4, .avi, .mov, .mkv, .webm, .flv…

not rated 1.2k 7d ago C 319 tokens original MIT

optimizer

09

inclusionAI/AWorld

Skill Claude CodeCodex

Analyzes and automatically optimizes existing agents by improving system prompts and tool configuration.

not rated 1.2k 7d ago A 18 tokens original MIT

self_evolve

10

inclusionAI/AWorld

Skill Claude CodeCodex

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.selfevolve gates.

not rated 1.2k 7d ago A 51 tokens original MIT

text2agent

11

inclusionAI/AWorld

Skill Claude CodeCodex

Creates new agents from user requirements by generating Python implementation and mcpconfig.

not rated 1.2k 7d ago A 19 tokens original MIT

tiktok_download

12

inclusionAI/AWorld

Skill Claude CodeCodex

Single-file TikTok/Douyin video download and traffic metrics via TikHub API using only httpx; optional persisted raw API JSON plus a stdlib post-processor emitting CSV and simplified JSON. Supports one URL or concurrent batch (max 10 workers). No dependency on any project codebase.

not rated 1.2k 7d ago A 63 tokens original MIT

inclusionAI/AWorld

Skill Claude CodeCodex

Core storytelling rules for AI video scripts: concrete metaphors instead of abstract jargon, the mute test (story reads without audio), visual contrast and closure, physically visible causes of failure or success, visualizing the “eureka” beat, camera motion tied to physics, in-scene transitions instead of black cuts…

not rated 1.2k 7d ago A 106 tokens original MIT

inclusionAI/AWorld

Skill Claude CodeCodex

Standard operating procedure for automated AI video production using a Remotion (code) and diffusion (model) hybrid pipeline. Covers narrative DNA (hero, show-don’t-tell, three-act arc), technical specs (duration, integer segment lengths, resolution, fps, Mandarin pacing), tech-selection matrix (diffusion vs code), a…

not rated 1.2k 7d ago A 129 tokens original MIT

inclusionAI/AWorld

Skill Claude CodeCodex

Burn hard subtitles from UTF-8 SRT files using moviepy 2.x with CJK-capable system fonts; tune font size, placement, stroke, and encode settings (bitrate or CRF) to avoid oversized outputs. Documents ffprobe/ffmpeg workflows for inspection, encoding, and batch jobs; troubleshooting for fonts, bitrate, and pacing.…

not rated 1.2k 7d ago A 140 tokens original MIT

inclusionAI/AWorld

Skill Claude CodeCodex

Lightweight TikHub Xiaohongshu image-search workflow. Prioritizes single-request usage with curl or minimal Python, saves raw API JSON by default, and includes a small stdlib post-processor for CSV and simplified JSON. Use when the user wants Xiaohongshu keyword image search, page-based pagination, or structured…

not rated 1.2k 7d ago A 86 tokens original MIT

inclusionAI/AWorld

Skill Claude CodeCodex

Lightweight TikHub YouTube search and video-detail workflow. Prioritizes single-request usage with curl or minimal Python, saves raw API JSON by default, and includes a small stdlib post-processor for CSV and simplified JSON. Use when the user wants YouTube comprehensive search results, continuation-token pagination…

not rated 1.2k 7d ago A 80 tokens original MIT

html-to-image

18

inclusionAI/AWorld

Skill Claude CodeCodex

A tool that renders an HTML file or HTML text in a browser and saves the result as a PNG image. HTML is the markup used to structure web pages and visual layouts.

not rated 1.2k 7d ago A 46 tokens original MIT

x-scraper

19

inclusionAI/AWorld

Skill Claude CodeCodex

A scraper for X, formerly called Twitter, that collects posts from a chosen user's timeline or the signed-in home feed. It can filter by keyword and export Markdown, RSS, or JSON.

not rated 1.2k 7d ago A 71 tokens original MIT

xhs-publisher

20

inclusionAI/AWorld

Skill Claude CodeCodex

A browser-automation workflow for publishing image posts to Xiaohongshu, a Chinese social-media platform often used for lifestyle and product content. It fills in the title and text, uploads one or more images, and publishes through the creator centre.

not rated 1.2k 7d ago A 60 tokens original MIT

xhs-scraper

21

inclusionAI/AWorld

Skill Claude CodeCodex

A scraper for Xiaohongshu, a Chinese social-media platform, that uses a connected browser to collect search results and, optionally, post details. It can save the results as Markdown, RSS, or JSON.

not rated 1.2k 7d ago A 60 tokens original MIT

demo-skill

22

inclusionAI/AWorld

Skill Claude CodeCodex

Legacy demo skill for plugin discovery tests.

not rated 1.2k 7d ago A 12 tokens original MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: