# ElizaOS Report – February 15, 2025

## Technical Discussions & Problem-Solving

- **WebSocket Event Handling**: Use `processActions` in the agent’s runtime for WebSocket-triggered events.
- **Memory & Learning Current Events**: Implement an RSS feed provider for real-time event learning.
- **Docker Deployment Issues**: Modify the Dockerfile to ensure correct module paths and dependencies.
- **Plugin Installation & Registry Issues**: Some plugins require manual installation due to missing registry entries.
- **Twitter Client Issues**: Ensure `@elizaos-plugins/client-twitter` is installed and configured in `character.json`.
- **Multi-Agent Setup**: Use namespaced environment variables for multiple agents with different Twitter accounts.
- **Embedding & RAG Knowledge Issues**: Debug database setup and ensure knowledge is stored in `characters/knowledge/agent-name`.
- **Eliza V2 Migration**: `npx elizaos start` replaces the old setup.
- **Local LLM Support (Ollama)**: `plugin-local-ai` supports Ollama but requires correct environment variable configuration.

## Plugin Development & Contributions

- **Plugin Contributions & Access Requests**: PRs submitted to `elizaos-plugins/registry` for new plugins.
- **Plugin Installation & Activation**: Use `npx elizaos plugins install @elizaos-plugins/plugin-name` and update the character file.
- **New Plugins Announced**:
  - Unreal Engine communication plugin
  - Token prediction plugin with reinforcement learning
  - Web3 marketing automation tool
- **Tech-Support Bot**: Proposed bot for JavaScript, Bitcoin, and GitHub support, with Telegram and Nostr integration.
- **AI Agent Platform**: `aigent.sh` introduced to simplify AI agent deployment.

## Common Issues & Solutions

- **Twitter Polls**: Requires an X API key.
- **Agent JSON Replies**: Adjust prompt formatting to prevent JSON responses.
- **Line Breaks in Replies**: Modify prompts for better formatting.
- **Dependency Issues on Windows**: Use WSL2 to resolve `pnpm install` issues.
- **Pull Requests Best Practices**: Submit smaller PRs grouped by feature.
- **Multi-Platform Agent Support**: ElizaOS supports Discord, Twitter, and Telegram.
- **Docker Build Issues**: Use `pnpm docker` for building and running.
- **LLM Processing Flow**: Two LLMs handle response decision-making and generation.
- **Provider Setup**: External data is injected into LLM prompts via `packages/core/src/providers.ts`.
- **Real-Time Crypto Data for Agents**: Requires a database, an Eliza provider, and defined actions.

## Development Updates

### PR Workflow & Plugin Submission

- Fork the repository, make changes, and submit PRs to `develop`.
- Plugins should be submitted to `elizaos-plugins/registry` with necessary `.env` variables in `package.json`.
- Plugins are no longer added directly to the main repository.

### Bug Fixes & Improvements

- **Dependency Management Fix**: Stricter `pnpm` rules to prevent cross-package issues.
- **Out-of-Memory Bug Fix**: Resolved OOM issue in `splitChunks/splitText`.
- **Invalid Array Length Error**: Fixed issue in knowledge processing.
- **Character Plugin Loading Fix**: Addressed bug in loading plugins from remote URLs.
- **Broken Plugin Registry Links**: Acknowledged and under investigation.

### Feature Additions

- **Post-Processing Support**: Introduced `postProcessors` to avoid modifying plugins.
- **Twitter Client Enhancements**: Added reflection mode for evaluating posts and a callback for tweet info.
- **New Plugins**:
  - On-chain token price fetching
  - Distributed storage plugin
  - Sonic blockchain plugin
- **Multi-Agent Setup**: V2 supports multiple agents with separate API tokens.
- **Local AI Model Support**: `plugin-local-ai` now supports the Ollama API.

### Documentation & Onboarding

- **New Documentation Site**: `eliza.how` launched with improved structure.
- **REST API Documentation**: Swagger integration replaced with a simpler page.
- **Plugin Registry Cleanup**: Identified duplicate and missing plugins.
- **PR Workflow Clarifications**: PRs should be submitted to `develop`, not `main`.
- **Plugin Submission Clarifications**: Plugins should be submitted to `elizaos-plugins/registry`, not the main repo.

### Feature Enhancements & Requests

- **Agent Memory Management**: No built-in memory 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 connecting agents to external services.
- **Command-line Tools for Plugin Discovery & Installation**: Planned for the next release.
- **Support for OpenAI’s New Responses API**: Requested feature.
- **Enhance REST API Security with Auth Keys**: Suggested improvement.
- **Improve Frontend UI for Documentation**: Proposed enhancement.

## Action Items

- Fix broken plugin registry links.
- Improve dependency management with `pnpm`.
- Enhance post-processing support for character objects.
- Investigate and fix OOM bug.
- Ensure Twitter plugin callback functionality works correctly.
- Clarify PR submission process in documentation.
- Add command-line tools for plugin discovery and installation.