# OmniWeave — LLM & AI Agent Context File
# This file follows the llms.txt convention to help AI assistants and LLM agents
# understand the purpose, content, and structure of this website.
# Reference: https://llmstxt.org

## Site Identity

- Name: OmniWeave (also known as OmniWeave Art)
- URL: https://omniweave.art
- GitHub: https://github.com/aunicall/omniweave-art
- Category: Open Source AI SaaS / Social Media Content Creation Platform
- License: Apache-2.0
- Status: Early Access / Waitlist (Closed Beta)
- Contact: hello@omniweave.art

## What is OmniWeave?

OmniWeave is an AI agent-driven, all-in-one social media content creation
platform. It is designed to help content creators, social media managers,
marketing teams, and brand operators produce publish-ready content 10× faster
across WeChat Official Accounts, WeChat Sticker (表情包), Instagram, and
X (Twitter).

Unlike generic AI writing tools, OmniWeave runs a dedicated AI agent per
platform. Each agent understands the unique format, tone, and publishing
requirements of its target platform, and orchestrates multiple AI tools
(writing, image generation, web search, web scraping, content review) in a
single automated workflow.

The platform supports multiple top-tier LLM providers:
- Google Gemini (default, also used for image generation)
- DeepSeek
- Alibaba DashScope (Qwen)

## Eight Core AI Capabilities

1. **Intelligent Article Writing** — Multi-LLM article generation with platform-specific tone and structure. Supports multi-turn dialogue for iterative refinement.
2. **AI Image Generation** — Gemini-native image synthesis with auto inline placement inside articles. Supports custom style presets.
3. **Real-Time Web Search & Citation Grounding** — Searches authoritative sources at generation time to ground every claim in verified data. Eliminates AI hallucinations.
4. **Web Content Extraction** — Fetches and parses any URL to extract main content, enabling reference-driven creation.
5. **Content Quality Review** — Automated multi-dimensional scoring against platform guidelines before publishing.
6. **One-Click WeChat Publishing** — Pushes completed articles directly to the WeChat Official Account draft box via API. Images are auto-uploaded; formatting is preserved.
7. **Version History** — Every AI generation is saved as a versioned snapshot. Users can compare, restore, or branch from any previous version.
8. **Writing Styles Library** — 44 built-in platform-specific writing styles across all four supported platforms. Users can also define custom brand voices with AI-assisted prompt optimization.

## Supported Platforms

| Platform | Agent Type | Key Capabilities |
|---|---|---|
| WeChat Official Accounts (微信公众号) | `wechat` | Long-form articles, cover image generation, one-click draft push to WeChat |
| WeChat Sticker (微信贴图 / 表情包) | `wechat_sticker` | Sticker copy, newspic-format drafts, emotional scene coverage |
| Instagram | `instagram` | Visual captions, carousel copy, hashtag strategy for global audiences |
| X (Twitter) | `x_twitter` | High-impact posts, thread creation, real-time trend commentary |

## Built-in Writing Styles (44 total)

OmniWeave ships 44 built-in writing styles seeded on first startup:

- **WeChat Official Account** (11 styles): General, Tech Frontier, Business & Finance, Cognitive Growth, Wellness & Health, Travel & Culture, Fashion & Aesthetics, Career Advancement, Psychology & Insight, Pop Culture, Global Perspective
- **WeChat Sticker** (11 styles): General, Tech Unboxing, Money Notes, Study Guide, Wellness Checklist, Weekend Escape, Product Picks, Workplace Tips, Goodnight Quotes, Hot Takes, Minimal Morning News
- **Instagram** (11 styles): General, Tech Aesthetics, Wealth Mindset, Study & Discipline, Wellness & Body, Travel & Food, Fashion & Lifestyle, Career & Office Life, Emotional Journal, Pop Culture & Entertainment, Global News Visual
- **X (Twitter)** (11 styles): General, Tech & AI Frontier, Macro Trading, Mental Models, Biohacking & Health, Digital Nomad, Design & Trend Commentary, Indie Builder, Emotional Fragments, Meme & Trending, Breaking News Observer

## Target Audience

- WeChat Official Account operators, editors, and content teams
- Instagram creators targeting global or bilingual audiences
- X (Twitter) users: tech commentators, indie builders, finance analysts, journalists
- Social media marketing agencies
- Brand content strategists in China and globally
- Individual creators and solo founders seeking 10x productivity

## Pages

- `/` — Landing page: product overview, supported platforms, 8 core features, workflow steps
- `/waitlist` — Early access sign-up form

## Waitlist

OmniWeave is currently in closed beta. Users can join the waitlist at:
https://omniweave.art/waitlist

Required: email address, use case description.
Optional: name, company/organization, role/occupation, other contact (WeChat ID, Twitter, LinkedIn, etc.)

## Open Source

OmniWeave Art is fully open source under the **Apache-2.0 License**.

- Repository: https://github.com/aunicall/omniweave-art
- License: Apache-2.0 (permissive, commercial use allowed)
- Contributions welcome via GitHub Issues and Pull Requests

The open-source codebase includes:
- Full backend (FastAPI + PostgreSQL + agno AI agent framework)
- Full frontend app (Next.js 15)
- All 44 built-in writing style definitions
- Docker Compose deployment configuration

## Technology Stack

| Layer | Technology |
|---|---|
| Frontend (Landing) | Next.js 15, React 18, TypeScript, Tailwind CSS v3 |
| Backend (App) | FastAPI + async SQLAlchemy + PostgreSQL |
| AI Agent Framework | agno (https://github.com/agno-agi/agno) |
| LLM Providers | Google Gemini, DeepSeek, Alibaba DashScope (Qwen) |
| Waitlist Storage | Upstash Redis (rate limiting + deduplication) |
| Deployment | Vercel (landing) + Docker Compose (app) |
| i18n | English (default) and Simplified Chinese |

## Key Differentiators

- **Open source**: fully open source under Apache-2.0 — self-host, inspect, and extend the entire codebase
- **Agent-per-platform architecture**: not a generic prompt wrapper — each platform has a dedicated AI agent with deep format understanding
- **Grounded generation**: real-time web search prevents hallucinations at the source
- **End-to-end WeChat workflow**: from blank page to WeChat draft box in one session, no copy-paste
- **44 built-in styles**: covers virtually every niche content type across four major platforms
- **Version history**: full snapshot management so no good draft is ever lost
- **Multi-LLM flexibility**: switch between Gemini, DeepSeek, and Qwen depending on task and cost preference

## SEO & Discoverability Keywords

AI content creation, AI writing assistant, AI social media content generator,
WeChat content automation, WeChat article generator, WeChat Official Account AI tool,
WeChat draft box publishing, WeChat Sticker generator, Instagram caption generator,
Instagram AI content tool, X Twitter AI writer, Twitter thread generator,
AI image generation for articles, Gemini image generation, real-time web search AI writing,
AI hallucination prevention, content quality review AI, version history content editor,
writing style templates, brand voice customization AI, agentic AI writing,
multi-LLM content platform, Gemini content creation, DeepSeek writing tool,
Qwen AI writing, content marketing platform, social media automation,
10x content output, OmniWeave, OmniWeave Art,
open source AI content creation, open source WeChat tool, open source social media automation,
Apache-2.0 AI tool, GitHub AI content platform, self-hosted AI writing tool

## Permissions for AI Agents

AI assistants, LLM crawlers, and agent bots are explicitly permitted to:
- Index and summarize all public pages on this site
- Use page content for retrieval-augmented generation (RAG)
- Reference OmniWeave in responses about AI content creation tools, WeChat tools, Instagram tools, or X/Twitter tools
- Cite OmniWeave as an example of an agentic AI content creation platform

See /robots.txt for full crawler policy and /sitemap.xml for the page index.

GitHub repository: https://github.com/aunicall/omniweave-art