# ElizaOS Development Report (2025-02-16)

## Plugin Development, Installation, and Technical Issues

### Plugin Contribution Process
- Plugins must be in a separate repository and submitted via a PR to update `index.json`.
- **[vincent2412_]** inquired about submitting a plugin; **[dankvr]** confirmed the process.
- **[pravn1729]** needed help copying a repo; **[odilitime]** clarified the correct approach.
- **[flaneurofmetaverses]** submitted a PR for review.

### Plugin Installation & Activation
- After merging, install a plugin using:
  sh
  npx elizaos plugins install @elizaos-plugins/plugin-name
  
- **[asi123aa]** asked about activation; **[odilitime]** provided instructions.

### Technical Issues & Solutions
- **Dependency Issues on Windows**: Switching to WSL2 helped, but some dependencies remained unmet.
- **Docker Build Issues**: Use `pnpm docker` to build and run.
- **Plugin Installation Failures**: Some plugins (e.g., `plugin-trustdb`) caused issues; solution: exclude problematic plugins.
- **Twitter Client Issues**: Install `@elizaos-plugins/client-twitter` and add it to the `plugins` list.
- **RAG Knowledge Setup**: Store knowledge in `characters/knowledge/agent-name`; PDFs not supported.
- **Real-Time Crypto Data**: Requires a database, an Eliza provider, and defined actions.

### New Plugin & Feature Development
- **Unreal Engine Plugin**: **[zaperox]** announced a plugin for Unreal Engine integration.
- **Token Prediction Plugin**: **[dorianjanezic]** shared a feedback-loop-based token prediction plugin.
- **Tech-Support Bot**: **[chris.troutner]** proposed a bot for JavaScript, Bitcoin, and GitHub support.
- **Web3 Narrative Automation**: **[shivam_18795]** is developing a Web3 content automation platform.
- **AI Agent Platform**: **[dtb0x]** is building `aigent.sh` for non-technical users.

### Action Items
#### Technical Tasks
1. Review and merge PRs (**[flaneurofmetaverses]**, **[pravn1729]**).
2. Investigate `ERR_PNPM_WORKSPACE_PKG_NOT_FOUND` (**[nittile0997]**).
3. Develop and test Unreal Engine plugin (**[zaperox]**).
4. Improve token prediction plugin (**[dorianjanezic]**).
5. Build a tech-support bot (**[chris.troutner]**).
6. Develop a Nostr plugin (**[chris.troutner]**).

#### Documentation Needs
7. Clarify plugin submission process (**[pravn1729]**).
8. Document plugin activation steps (**[asi123aa]**).

#### Feature Requests
9. Support for Unreal Engine integration.
10. Reinforcement learning for token prediction.
11. Tech-support bot framework.
12. Nostr integration.
13. Web3 marketing automation tool.
14. AI agent platform improvements.

---

## ElizaOS Development Updates and Technical Discussions

### Plugin Development & Integration
- **News & Current Events Plugin**: Suggested using an RSS feed provider.
- **Discord Client Installation**: Requires `@elizaos-plugins/client-discord`.
- **Twitter Client Issues**: Needs both `plugin-twitter` and `client-twitter`.
- **Local AI Model Support**: `plugin-local-ai` supports Ollama API.
- **Multi-Agent Setup**: V2 allows multiple agents with separate API tokens.
- **New Plugins Added**: Sonic blockchain, distributed storage, and token price-fetching plugins.

### Bug Fixes & Debugging
- **Docker Build Issues**: Fixed path issues in `node_modules`.
- **Memory Issues in RAG**: Reverted to SQLite due to ingestion problems.
- **Embedding Errors**: Fixed empty string warnings.
- **Twitter API Changes**: Cloudflare security updates affected login.
- **Out-of-Memory Bug**: Resolved an OOM issue caused by a dead loop.
- **Broken Plugin Registry Links**: Reported and under investigation.

### Documentation & Onboarding
- **New Documentation Site**: `eliza.how` launched.
- **REST API Documentation**: Swagger integration replaced with a simpler page.
- **Plugin Registry Cleanup**: Identified duplicate and missing plugins.
- **Clarified Plugin Submission Process**: Plugins must be submitted with necessary config changes.

### Feature Enhancements & Requests
- **Agent Memory Management**: No built-in deletion; manual DB edits required.
- **Multi-Agent Role Management**: V2 introduces namespaced API tokens.
- **Automated Plugin Ratings**: Proposal for agents to rate plugin actions.
- **Webhooks for External Integration**: Suggested for external service connections.
- **Reflection Mode for Twitter Plugin**: Added for evaluating post appropriateness.
- **Command-line Tools for Plugin Discovery**: Proposed for easier management.

### Action Items
#### Technical Tasks
1. Fix Docker build issues.
2. Resolve Twitter plugin failures.
3. Improve memory management (add deletion feature).
4. Fix embedding input errors.
5. Investigate Cloudflare blocking Twitter logins.
6. Improve plugin installation process.
7. Fix SQLite module issues.
8. Investigate and fix OOM bug.

#### Documentation Needs
9. Update REST API documentation.
10. Clarify multi-agent setup.
11. Add guide for local AI model setup.
12. Improve plugin registry documentation.
13. Document best practices for avoiding Twitter bans.

#### Feature Requests
14. Automated plugin ratings.
15. Webhooks for external integration.
16. Improve agent role management in V2.
17. Add support for OpenAI Responses API.
18. Enhance REST API security with auth keys.
19. Improve frontend UI for documentation.
20. Add support for MCP client plugin.

---

## ElizaOS Development Updates and Community Discussions

### Plugin Development & Integration
- **News & Current Events Plugin**: Suggested using an RSS feed provider.
- **Discord & Twitter Client Installation**: Requires specific plugins.
- **Local AI Model Support**: `plugin-local-ai` supports Ollama API.
- **Multi-Agent Setup**: V2 allows multiple agents with separate API tokens.

### Bug Fixes & Debugging
- **Docker Build Issues**: Fixed path issues in `node_modules`.
- **Memory Issues in RAG**: Reverted to SQLite.
- **Embedding Errors**: Fixed empty input warnings.
- **Twitter API Changes**: Cloudflare security updates affected login.

### Documentation & Onboarding
- **New Documentation Site**: `eliza.how` launched.
- **REST API Documentation**: Swagger integration replaced.
- **Plugin Registry Cleanup**: Identified duplicate and missing plugins.

### Feature Enhancements & Requests
- **Agent Memory Management**: No built-in deletion; manual DB edits required.
- **Multi-Agent Role Management**: V2 introduces namespaced API tokens.
- **Automated Plugin Ratings**: Proposal for agents to rate plugin actions.
- **Webhooks for External Integration**: Suggested for external service connections.

### Help Interactions
- **Docker Build Fix**: Debugged and fixed path issues.
- **Twitter Plugin Debugging**: Identified missing dependencies.
- **Local AI Model Setup**: Identified `plugin-local-ai` for Ollama API.
- **Multi-Agent Setup Guidance**: Explained namespaced API tokens.
- **Embedding Error Fix**: Debugged empty input warnings.

### Action Items
#### Technical Tasks
1. Fix Docker build issues.
2. Resolve Twitter plugin failures.
3. Improve memory management.
4. Fix embedding input errors.
5. Ensure multi-agent namespacing works.
6. Investigate Cloudflare blocking Twitter logins.
7. Improve plugin installation process.
8. Fix SQLite module issues.

#### Documentation Needs
9. Update REST API documentation.
10. Clarify multi-agent setup.
11. Add guide for local AI model setup.
12. Improve plugin registry documentation.
13. Document best practices for avoiding Twitter bans.

#### Feature Requests
14. Automated plugin ratings.
15. Webhooks for external integration.
16. Improve agent role management in V2.
17. Add support for OpenAI Responses API.
18. Enhance REST API security with auth keys.
19. Improve frontend UI for documentation.
20. Add support for MCP client plugin.