workbench
Optionally manage, validate, compare, and publish workspace artifact candidates with the standalone Workbench CLI when checkpoints or multiple candidates would materially improve the task.
demo-skill
Legacy demo skill for plugin discovery tests.
xhs-scraper
小红书搜索抓取 skill - 通过 agent-browser (CDP) 抓取小红书搜索结果，支持列表+详情、多格式输出。使用场景：按关键词抓取笔记列表与正文、生成 RSS/JSON/Markdown。
ad_image_create
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 each deliverable with a short social tagline for 小红书/抖音.
text2agent
Creates new agents from user requirements by generating Python implementation and mcp_config.
xhs-publisher
小红书发布 skill - 通过 agent-browser (CDP) 自动发布小红书图文笔记，支持多图上传、标题正文填写、一键发布。使用场景：自动化发布图文笔记到小红书创作中心。
agent-browser
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.
embedded-video-pip-smooth-playback
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long-running-agent
Organize extended, multi-stage AWorld tasks with a rolling charter, evidence-backed checkpoints, context recovery, and a bounded final review. Use when a task is expected to require sustained tool use, several dependent milestones, or repeated replanning; do not use for short, direct tasks.
optimizer
Analyzes and automatically optimizes existing agents by improving system prompts and tool configuration.
app_evaluator
A professional skill for App Evaluation (evaluating app's performance with score) and App Improvement (giving professional suggestions for improving the app's performance).
html-to-image
HTML 转图片 skill - 将 HTML 文件或内容通过 agent-browser 渲染并截图为图片。适用于生成信息图、社交媒体配图、数据可视化截图等场景。
tiktok_download
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.
self_evolve
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.
last_7_days_news
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.
x-scraper
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。
filex
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, PowerPoint, Excel, CSV, text, Markdown, image, audio, or video files.
isola-init
Configure isola for a repository — discover its dev processes, write .isola.toml (services, per-service env with ${...} references, per-worktree databases), and verify with `isola up` / `isola ls`. Use when setting up isola in a new repo, when asked to initialize or configure isola, or right after installing the isola CLI.
isola
Use isola to run and isolate per-git-worktree dev environments — stable per-branch ports, *.localhost reverse-proxy routing, and per-worktree databases. Use when a repo has a .isola.toml, when starting/stopping services across branches, reaching a branch's URL, isolating databases per worktree, editing an existing .isola.toml (add/change a service, env, or proxy), or debugging isola.
youtube-clipper
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paperless-search
Search documents in Paperless-ngx via REST API. Full-text search, tag/correspondent filtering, and direct links to documents.
signal-history-search
Search Signal Desktop message history on macOS with sub-second query times. Queries the encrypted SQLite database directly without export overhead.
apple-mail-search
Search Apple Mail messages on macOS via direct SQLite queries. Sub-second search across all configured mail accounts without launching Mail.app.
exa-search
Search the web using Exa's AI-powered search API. Supports semantic search, content extraction, direct answers, and deep research with structured output.
remotion-best-practices
Best practices for Remotion - Video creation in React
image_editing
Edit, modify, or enhance existing images using natural language instructions. Use this skill when the user wants to change colors, remove backgrounds, add objects, or modify the style of an image they have uploaded or generated.
video_generation
Generate short videos for e-commerce products using Veo. Use this when the user asks for a video, motion, or animation of a product.
brand-consistent-visuals
Generate professional brand visualizations that maintain consistent brand identity across all creative assets using multi-step AI analysis and brand guidelines.
copy_writing
Generate professional e-commerce marketing copy, descriptions, and blog posts. Use when the user needs text content.
brainstorming
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commit
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context7
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deepwiki
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linkup
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tmux
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avoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms," "clean up AI writing," "edit writing for AI patterns," "audit writing for AI tells," or "make this sound less like AI." Supports a detection-only mode that flags patterns without rewriting.
character-archetypes
Use when identifying, auditing, or tracking character archetypes in fiction. Trigger on: 'character archetype', 'archetype audit', 'what archetype is this character', 'archetype conformance', 'Hero's Journey character role', 'Jungian archetype', or archetype-based character analysis.
prose-mechanics
Use when auditing prose at the sentence level on stabilized drafts. Trigger on: 'audit prose', 'active voice', 'sentence variance', 'passive voice pass', 'parallel structure check', 'readability audit', 'prose mechanics', or sentence-level diagnostic work on fiction or nonfiction.
story-structure
Use when planning or diagnosing a novel's macro plot structure. Trigger on: 'story structure', 'plot point', 'inciting event', 'midpoint', 'structure audit', 'structure map', 'signpost scene', 'mirror moment', or macro-structure analysis.
fiction-workshop
Use when writing or editing novels, short stories, or any fiction manuscript. Trigger on: 'write fiction', 'edit my novel', 'developmental edit', 'line edit', 'character voice', 'plot hole', 'brainstorm', or fiction writing tasks.
narrative-nonfiction
Use when writing self-help books, memoirs, or prescriptive guides with story elements. Trigger on: 'self-help book', 'transformation arc', 'metaphor consistency', 'reader journey', 'exercise design', or narrative nonfiction projects.
bugbash
Systematically explore and test any software project (CLI, API, Backend, Library, etc.) to find bugs, usability issues, and edge cases. Produces a structured report with full reproduction evidence (exact commands, inputs, logs, and tracebacks) for every issue.
preact-buildless-frontend
Build-less ESM frontends that run directly in the browser without bundlers. Use this skill when creating static frontends, SPAs without build tools, prototypes, or when the user explicitly wants no Vite/Webpack/bundler. Covers import maps, CDN imports, cache-busting, hash routing, and performance patterns.
pull-llamacpp-model
Use when pulling or downloading a new llamacpp model. The active ROCm image (kyuz0/amd-strix-halo-toolboxes) fails to start in the ephemeral pull container without ROCm device access. Must temporarily switch to the standard CPU image.
run-llms
Set up and run local LLMs with Harbor. Use when the user wants to run models locally, install Harbor, start Open WebUI, llama.cpp, Ollama, vLLM, Docker Model Runner, MLX, or oMLX, pull GGUF or HuggingFace models, add SearXNG web search, Speaches TTS/STT, or Open Terminal code execution, launch Codex/Claude/Grok/OpenCode against a Harbor backend, or troubleshoot GPU, VRAM, and service startup.
tinygrad
Deep learning framework development with tinygrad - a minimal tensor library with autograd, JIT compilation, and multi-device support. Use when writing neural networks, training models, implementing tensor operations, working with UOps/PatternMatcher for graph transformations, or contributing to tinygrad internals. Triggers on tinygrad imports, Tensor operations, nn modules, optimizer usage, schedule/codegen work, or device backends.
turso-db
Install, configure, and work with Turso DB — an in-process SQLite-compatible relational database engine written in Rust. Use when the user needs to (1) install Turso DB, (2) create or query databases with the tursodb CLI shell, (3) use Turso from JavaScript/Node.js via @tursodatabase/database, (4) work with vector search or embeddings in Turso, (5) set up full-text search with FTS indexes, (6) configure transactions including MVCC concurrent transactions, (7) enable encryption at rest, or (8) use Change Data Capture (CDC) for audit logging.
timeboxed-iterating
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agent-integration-testing
Use when the user requests integration testing, feature validation, or test plan execution
boost-modules
Create custom modules for [Harbor Boost](https://github.com/av/harbor/tree/main/boost), an optimizing LLM proxy. Use when building Python modules that intercept/transform LLM chat completions—reasoning chains, prompt injection, structured outputs, artifacts, or custom workflows. Triggers on requests to create Boost modules, extend LLM behavior via proxy, or implement chat completion middleware.
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