# ElizaOS Report – January 23, 2025  

## Plugin Management in ElizaOS  

### Plugin Registry & Submission  
- Plugins must be submitted to `elizaos-plugins`, not the main repository.  
- [odilitime] clarified the process, with [vincent2412_] confirming steps for adding plugins and environment variables.  

### Issue Fixes & Enhancements  
- Broken links in the plugin registry were reported by [flaneurofmetaverses] and acknowledged for investigation.  
- [aiflowml] fixed multiple plugins, including Twitter, TTS, OpenAI, NFT-generation, and Starknet.  

### Documentation Improvements  
- [doriand0963] proposed enforcing README files for all plugins, implemented for `client-alexa`.  
- [vincent2412_] suggested clarifying the plugin submission process in official documentation.  

### Feature Requests  
- **Twitter Client Enhancements**: Reflection mode ([krustev.alexander]), callback support ([tadeuchi]).  
- **AI Summarization**: Improved news aggregation ([dankvr]).  

## Technical Discussions & Issue Resolutions  

### General Technical Issues  
- **Model Performance**: DeepSeek was found slower and more repetitive than Claude.  
- **RAG Knowledge Retrieval**: Worked in v0.1.8 but failed in the develop branch.  
- **Twitter API Login Failures**: Resolved by tagging the agent as automated and using different accounts.  
- **Docker Build Failures**: Debugged missing dependencies and incorrect paths.  
- **Ollama Integration**: `plugin-local-ai` identified as the correct plugin but missing from the registry.  
- **Memory Management**: Solutions included adjusting system prompts and modifying response templates.  

### Plugin & API Issues  
- **Twilio Plugin**: Found in an existing PR, eliminating the need for a new plugin.  
- **Character Selection Bug**: Defaulted to Eliza due to a bracket error in the character file.  
- **Plugin Installation Errors**: `@elizaos/plugin-solana-agent-kit` returned a 404 error, confirming it was not in the registry.  
- **WebSocket Event Handling**: Users advised to use `processActions` in the agent’s runtime.  
- **DeFi Data Integration**: Explored approaches for real-time data collection and usage.  

## Plugin Development & Contributions  

### New & Updated Plugins  
- **HyperParams Protocol**: Proposed for AI agent validation and tuning.  
- **Web3 Structured Output Parser**: Developed for Langchain, with plans for ElizaOS.  
- **New Plugins**: Safe Validator, Berachain, OmniFlix, Token Prediction.  
- **Token Prediction Plugin**: Includes a feedback loop for evaluation and reinforcement learning.  
- **Tech-Support Bot**: Proposed for JavaScript, Bitcoin, and GitHub, integrating with Telegram and Nostr.  

### Plugin Installation & Documentation  
- **Installation Process**: Plugins must be installed via `npx elizaos plugins install @elizaos-plugins/plugin-name` and added to the character file.  

## Action Items & Future Improvements  

### Technical Tasks  
1. Fix ICE connection errors in Spaces.  
2. Improve RAG knowledge retrieval consistency.  
3. Investigate Twitter image vision bug.  
4. Resolve Docker build failures due to module path issues.  
5. Fix Twitter client post duplication issue.  
6. Ensure `plugin-local-ai` is listed in the registry.  
7. Fix Telegram API connection issue for IPv4-only setups.  
8. Investigate Cloudflare blocking Twitter logins in Docker.  

### Documentation Needs  
9. Update RAG knowledge documentation.  
10. Add guide for running multiple agents with different Twitter accounts.  
11. Improve Discord client setup documentation.  
12. Clarify Ollama API integration in docs.  
13. Document `modelConfig` settings for Twitter post optimization.  
14. Add troubleshooting guide for `pnpm` build errors.  
15. Improve Docker deployment documentation.  

### Feature Requests  
16. Add memory deletion functionality for admins.  
17. Implement MCP client plugin for Eliza.  
18. Enable Twitter client to reference 'For You' posts when replying.  
19. Improve Twitter post formatting options in character settings.  
20. Add support for OpenAI's new Responses API.