Skip to main content

Documentation Index

Fetch the complete documentation index at: https://mintlify.com/operatoronline/weaver/llms.txt

Use this file to discover all available pages before exploring further.

​
The Weaver Journey

Weaver is evolving rapidly thanks to the community’s enthusiasm and contributions. This roadmap outlines upcoming features and areas where you can contribute.
Interested in a specific feature? You can “claim” these tasks on GitHub Issues (marked with the roadmap tag) and start building!

​
Current Development

​
Provider Refactor

Status: In Progress (handled by @Daming)
ETA: 5 days Restructuring the provider system for better maintainability and extensibility.
You can still submit provider-related code - it will be merged into the new implementation.

​
Upcoming Features

​
Channels

Expanding communication channel support:
  • OneBot Support: Integration with OneBot protocol for additional platforms
  • Attachment Handling: Support for images, audio, video, and file attachments across all channels
  • Additional platform integrations

​
Skills

Enhancing the skill discovery and execution system:
  • find_skill Tool: Discover and load tools dynamically from:
  • Skill marketplace integration
  • Custom skill templates

​
Operations

Expanding agent operational capabilities:
  • MCP Support: Model Context Protocol integration for enhanced context management
  • Android Operations: Mobile device automation (e.g., botdrop integration)
  • Browser Automation:
    • Chrome DevTools Protocol (CDP) support
    • ActionBook integration for complex web interactions
  • System Operations: Enhanced file system and process management

​
Multi-Agent Ecosystem

Building a sophisticated multi-agent system:

​
Basic Model-Agent

Foundational agent types with specialized capabilities:
  • Task-specific agents
  • Domain expert agents
  • Coordinator agents

​
Model Routing

Intelligent model selection for cost optimization:
  • Small Models: Fast, efficient handling of simple tasks
  • Large Models: Complex reasoning for difficult problems
  • Automatic Selection: Route tasks to appropriate models to save tokens
  • Cost Tracking: Monitor and optimize token usage

​
Swarm Mode

Collaborative multi-agent orchestration:
  • Agent-to-agent communication
  • Distributed task solving
  • Emergent collective intelligence
  • Hierarchical agent structures

​
AIEOS Integration

Operating system-level AI integration:
  • Deep system access
  • Resource management
  • Priority scheduling
  • Inter-process AI communication

​
Branding

​
Logo Design

The Vision: We need a cute logo that represents Weaver’s power and efficiency! Current Direction: A Mantis Shrimp - small but packs a legendary punch! This perfectly embodies Weaver’s philosophy:
  • Compact and efficient
  • Incredibly powerful for its size
  • Lightning-fast reactions
  • Sophisticated visual system (like Weaver’s multi-channel capabilities)
Are you a designer? We’d love your help creating Weaver’s visual identity! Check the GitHub issues for details.

​
How to Contribute

​
Claim a Task

  1. Browse GitHub Issues with the roadmap tag
  2. Comment on an issue to express interest
  3. Fork the repository and start building
  4. Submit a PR when ready

​
Propose New Features

Everything is open to your creativity! If you have a wild idea:
  1. Open a GitHub Issue with the [Feature] template
  2. Describe your vision and implementation approach
  3. Discuss with the community
  4. Build it and submit a PR

​
Development Priorities

Current focus areas (in order of priority):
  1. Resource Optimization: Keeping Weaver lean and efficient
  2. Security Hardening: Robust security audits and fixes
  3. Documentation: Clear, beginner-friendly guides
  4. Channel Expansion: More platform integrations
  5. Multi-Agent Features: Building the swarm ecosystem

​
Community Growth

We’re actively recruiting volunteers for specific roles:
  • Issue/PR Reviewers
  • Resource Optimization Experts
  • Security Auditors
  • Documentation Writers
  • CI/CD Automation Specialists
See Contributing for details on how to join.

​
Long-Term Vision

Powered by Weaver, we’re crafting a Swarm AI Assistant to transform your environment into a seamless network of personal stewards. By automating the friction of daily life, we empower you to transcend the ordinary and freely explore your creative potential.

​
Key Goals

  • Sub-second Response Times: Maintain <1s boot times even as features expand
  • Minimal Resource Footprint: Keep <10MB RAM per agent
  • Universal Integration: Support all major communication platforms
  • Intelligent Orchestration: Smart task routing and agent collaboration
  • Developer-Friendly: Easy to extend and customize

​
Staying Updated

This roadmap is continuously updated as we progress:
  • GitHub Issues: Real-time feature tracking
  • Community Calls: Regular sync meetings (announced in Discord)
  • Release Notes: Detailed changelogs with each release
Join the Developer Discord after your first merged PR to participate in roadmap planning discussions!

​
Timeline

We follow an agile, community-driven development model:
  • Immediate (Current Sprint): Provider refactor, security hardening
  • Near-term (Next 1-2 months): Channel expansion, MCP support
  • Medium-term (3-6 months): Multi-agent ecosystem, swarm mode
  • Long-term (6+ months): AIEOS integration, advanced orchestration
Timelines are estimates and may shift based on community contributions and priorities.
Built by the community, for the community. 🚀 © 2026 Operator Online