# ElizaOS Development Report (2025-03-01)

## Plugin Development and AI Integrations

### Plugin Activation and Registry Issues
- Users faced activation issues after merging plugins into the registry.
- Solution: Run `npx elizaos plugins install @elizaos-plugins/plugin-name` and add it to the character file.
- Missing plugins (`plugin-image`, `plugin-video`, `plugin-tts`) flagged for re-addition.

### New Plugin Developments
- **Unreal Engine Plugin**: Enables communication between Unreal Engine and Eliza instances.
- **Token Prediction Plugin**: Uses a feedback loop for evaluation.
- **Local LLM Support**: Configured Ollama and DeepSeek models for local AI execution.

### AI-Powered Projects
- **Tech-Support Bot**: Focuses on JavaScript, Bitcoin, and GitHub, integrates with Telegram and Nostr.
- **Web3 Narrative Marketing Automation**: Uses ElizaOS and Langchain for content generation.
- **AI Agent Platform (Aigent.sh)**: Aims to make AI agents accessible to non-technical users.

### Technical Issues and Solutions
- **RAG Issues**: OpenRouter lacks embedding support; switched to database-based embeddings.
- **Docker Deployment**: Fixed missing `ts-node` module and incorrect paths.
- **Twitter Client**: Shadowbans resolved by enabling the 'automated profile' setting.

### Action Items
#### **Technical Tasks**
- Fix plugin activation documentation.
- Develop a Nostr plugin.
- Improve token prediction accuracy.
- Enhance Web3 automation.

#### **Documentation Needs**
- Update ElizaOS plugin installation guide.
- Document local AI model setup.
- Clarify REST API setup.

#### **Feature Requests**
- Add a plugin discovery UI.
- Support scheduled content posting.
- Improve AI-generated summaries in token prediction reports.

## Plugin Development and Issues

### Registry and Installation Issues
- Broken links in the official plugin registry after merging PR #95.
- Clarified process for adding plugins via personal repo and PR submission.

### Plugin Enhancements
- **Twitter Client**: Reflection mode (PR #14) and tweet info retrieval callback (PR #1).
- **New Plugins**:
  - Sonic blockchain plugin (PR #97).
  - Onchain token price plugin (PR #109).
  - Distributed storage plugin (PR #111).

### Bug Fixes
- Fixed loading character plugins from remote URLs (PR #3890).
- Investigated double tweet posting issue.

### Technical Discussions
- Testing plugins in direct client mode.
- Issues with Twitter and Discord clients resolved by installing correct plugins.
- Real-time DeFi data integration, API handling, and Chrome headless mode issues.

### Action Items
- Fix broken plugin links.
- Review and merge pending PRs.
- Clarify plugin submission and distribution documentation.
- Improve plugin registry validation.

## Plugin Installation Issues

### Installation Failures
- `npx elizaos plugins add` fails due to missing dependencies in `package.json`.
- Archived dependencies (`plugin-di`) cause installation failures.

### Registry Cleanup
- Duplicate plugin names (`plugin-solana-agent-kit` vs. `plugin-solana-agentkit`) cause confusion.
- `plugin-llama` is private and unavailable via NPM.
- `@elizaos/plugin-sql@^0.25.6` missing from the registry.

### Client Configuration Issues
- Incorrect plugin naming in `character.json` prevented Twitter client from working.
- Confusion over whether clients should be listed under `clients` or `plugins`.

### Solutions
- Ensure no existing folder in `/packages` before installation.
- Submit PRs to `elizaos-plugins/registry` to update missing plugins.

## Plugin Issues, V2 Migration, and Community Contributions

### Plugin Installation & Registry Issues
- `npx elizaos plugins add` fails due to missing dependencies.
- `plugin-image`, `plugin-video`, and `plugin-tts` need to be re-added.
- `@elizaos/plugin-sql@^0.25.6` missing from the registry.

### Docker Deployment Issues
- `docker compose up` fails due to incorrect module paths.
- `pnpm install` missing in Dockerfile, causing missing dependencies.

### Twitter Client Issues
- `client-twitter` not working in latest versions.
- Shadowbans due to missing 'automated profile' settings.
- Added reflection mode and tweet info retrieval callback.

### Retrieval-Augmented Generation (RAG) Issues
- `eliza-news` ingestion fails due to large document sizes.
- OpenRouter lacks embedding support; switched to database-based embeddings.

### V2 Migration & CLI Issues
- `npx elizaos start` replaces `eliza-starter`.
- `plugin-local-ai` supports Ollama API for local LLMs.
- `npx @elizaos/cli start` fails due to missing dependencies.

### Community Contributions & New Plugins
- **New Plugins**:
  - Unreal Engine plugin.
  - Token prediction plugin.
  - Tech-support bot.
  - Web3 Narrative Marketing Automation.
  - AI agent platform (Aigent.sh).
  - Sonic blockchain plugin.
  - Onchain token price plugin.
  - Distributed storage plugin.

### Action Items
#### **Technical Tasks**
1. Fix `npx elizaos plugins add` dependency resolution.
2. Resolve Docker module path issues.
3. Ensure `modelConfig` settings are applied correctly.
4. Fix `client-twitter` functionality.
5. Investigate RAG ingestion failures.
6. Re-add missing plugins (`plugin-image`, `plugin-video`, `plugin-tts`).
7. Fix `npx @elizaos/cli start` command in V2.

#### **Documentation Needs**
8. Update installation instructions for V2.
9. Add guide for running multiple agents with different Twitter accounts.
10. Document Ollama integration with `plugin-local-ai`.

#### **Feature Requests**
11. Add `removeMemory` admin command.
12. Improve Twitter bot detection evasion strategies.
13. Improve plugin registry validation.
14. Enhance AI-news aggregation.
15. Improve front-end UI for documentation.