# ElizaOS Development Report – 2025-01-01

## Technical Discussions and Implementations in ElizaOS

### Plugin System Overhaul
- Plugins moved to a separate registry (`elizaos-plugins`).
- Requires explicit installation using `npx elizaos plugins install`.
- Improves modularity but requires configuration updates.

### Twitter Client Issues
- Login failures due to Cloudflare security updates.
- Workarounds: use different IPs or log in manually.
- Twitter client plugins require explicit installation.

### Docker Issues and Fixes
- Missing dependencies (`ts-node`, `adapter-pglite`) in Docker.
- Fix: Modify Dockerfile and use a multi-stage build.

### Memory Management & RAG Knowledge Retrieval
- Issues with incorrect embedding models and database configurations.
- Fix: Ensure proper directory structures and embedding generation.

### Multi-Agent Support
- Users explored running multiple agents with separate `.env` files and namespaced secrets.

### Eliza v2 Migration
- Migration from v1 to v2 requires `npx elizaos start`.
- Plugins for Discord and Telegram must be explicitly installed.

### Local AI Models
- Ollama and DeepSeek tested as local AI providers.
- Requires `plugin-local-ai` and `OLLAMA_SERVER_URL` in `.env`.

### REST API Security
- Proposal to add API key authentication for production deployments.
- Users advised to add `AUTH_KEY` to `.env` and modify `api.ts`.

### Solana Trading Bot Architecture
- Modular microservices architecture using Rust.
- Utilizes Jupiter aggregator for routing and probabilistic trade selection.

### Node Version Compatibility Issues
- Node.js 23.3.0 caused errors; resolved by downgrading to Node.js 20.15.0 (LTS).

## ElizaOS Development Updates

### Key Technical Discussions & Decisions
- **Decentralized Compute Agent**: Built using Akash, Ceramic, IPFS, and Helius API for Solana.
- **SAIOS Infrastructure**: UI hosted on IPFS/Arweave, agent servers on Akash.
- **HyperParams Protocol**: Open-source protocol for agent validation and performance tuning.
- **Web3 Structured Output Parser**: Developed for Langchain, with plans to extend to Eliza.
- **Plugin Development & Integration**:
  - **Plugin-Berachain**, **Plugin-Safe-Validator**, **Plugin-OmniFlix** merged.
  - **Plugin-Token-Prediction**: AI-driven token prediction with reinforcement learning.
- **Eliza Starter Repo Issues**: PRs remain unreviewed; proposal to replace with `create-eliza`.
- **CoinGecko vs. CoinMarketCap Plugins**: Feature comparison suggested.
- **Binance Plugin**: PR #1812 adds price checks, trading, and wallet balance features.
- **Dexscreener Plugin**: PR #1816 adds token price tracking.
- **Rabbi Trader Plugin**: PR #1800 improves error handling and aligns with new PG schema.
- **Knowledge Graph Agents**: Proposal to test locally before VPS deployment.
- **Plugin Maintenance**: Multiple PRs fixing issues in various plugins.
- **Onboarding & Documentation**: Issues with `pnpm-lock.yaml` updates causing conflicts.
- **Telegram & Linear Bot**: Proposal to integrate Telegram with Linear for ticket tracking.
- **Plugin Registry Migration**: Plugins now maintained in `elizaos-plugins`.

### Concrete Solutions & Implementations
- **Plugin Installation Process**: `npx elizaos plugins install @elizaos-plugins/plugin-name`.
- **GitHub Contribution Workflow**: Fork repo, create plugin directory, submit PR.
- **Handling .env Dependencies**: Submit PR to `eliza/.env.example` for changes.
- **Create-Eliza Proposal**: New onboarding tool similar to `create-react-app`.
- **Feature Comparison for CoinGecko & CoinMarketCap**: Structured analysis suggested.
- **Plugin Fixes**: Multiple PRs addressing linting, dependency issues, and missing functionality.
- **Improved PR Review Process**: Use of CodeRabbit and AI tools to speed up reviews.
- **Plugin Registry Standardization**: New plugins must be submitted to `elizaos-plugins/registry`.

### Action Items

#### Technical Tasks
1. Improve decentralized compute agent’s contract management.
2. Expand SAIOS infrastructure for Eliza framework.
3. Finalize and promote HyperParams certification API.
4. Extend Web3 Structured Output Parser to Eliza.
5. Implement reinforcement learning in token prediction plugin.
6. Develop Unreal Engine plugin for Eliza.
7. Integrate Eliza into Web3 marketing automation tool.
8. Develop tech-support bot using Eliza and Nostr.
9. Fix `eliza-starter` onboarding issues.
10. Compare CoinGecko & CoinMarketCap plugins.
11. Review Binance plugin PR #1812.
12. Fix missing `docker-compose` in `eliza-starter`.
13. Investigate broken plugin registry links.
14. Improve dependency management in `pnpm-lock.yaml`.
15. Fix Twitter plugin issues.
16. Fix Telegram bot integration.
17. Improve PR review process with CodeRabbit.
18. Fix Solana plugin issues.

#### Documentation Needs
19. Update `.env.example` documentation for plugin dependencies.
20. Document best practices for Web3 data validation in Eliza.
21. Improve plugin installation and activation guide.
22. Update `eliza-starter` README.
23. Document plugin submission process.
24. Improve onboarding guide.
25. Add missing README files for plugins.

#### Feature Requests
26. Security rails for Web3 AI agents.
27. Chain-of-density approach for token data parsing.
28. AI-driven content scheduling and feedback loop.
29. Reinforcement learning framework for token prediction.
30. Nostr plugin for Eliza tech-support bot.
31. Improved plugin discovery in ElizaOS.
32. Maintainer access request process improvement.
33. Streamlined contributor role assignment.
34. Community testing framework for Eliza integrations.
35. Create `create-eliza` onboarding tool.
36. Add Telegram <=> Linear bot integration.
37. Support local voice models for Eliza Home.
38. Improve Twitter client reflection mode.
39. Add Mem0 as a provider.
40. Enhance WhatsApp-to-Character script.

## Community Discussions & FAQ

### FAQ
1. **How do I install a plugin in v2?**  
   - Use `npx elizaos plugins install <plugin-name>` and add it to the `plugins` array in the character file.
2. **Why is my Twitter client not working?**  
   - Twitter increased security; try logging in manually or using a different IP.
3. **How do I run multiple agents with different Twitter accounts?**  
   - Use namespaced secrets in `.env` (e.g., `AGENT1_TWITTER_USERNAME`, `AGENT2_TWITTER_USERNAME`).
4. **How do I enable Discord in v2?**  
   - Install `client-discord` as a plugin and add it to the character file.
5. **Why is my agent repeating tweets?**  
   - Increase `frequency_penalty` and `presence_penalty` in `modelConfig`.
6. **How do I use local AI models like Ollama?**  
   - Use `plugin-local-ai` and set `OLLAMA_SERVER_URL` in `.env`.
7. **How do I secure the REST API?**  
   - Add an `AUTH_KEY` to `.env` and modify `api.ts` to require authentication.
8. **Why is my RAG knowledge not working?**  
   - Ensure the correct directory structure (`characters/agent-name/knowledge/`).
9. **How do I remove a memory from the agent?**  
   - Use `runtime.messageManager.removeMemory`.
10. **How do I make my agent post formatted tweets?**  
   - Use a better LLM (Anthropic, Llama 405) and refine the character file.