# ElizaOS Development Report – 2025-03-07

## Recent Technical Updates and Discussions

### Web3 Narrative Marketing Automation
- Implemented using **Langchain**, integrating **Eliza OS Brain**.
- Features: Draft editing, scheduled replies, performance tracking, feedback loops.
- **Next Steps**: Seeking early testers for feedback.

### Token Prediction Plugin
- Built with a **feedback loop**: data → prediction → checks → evaluation → token summary.
- **Current Accuracy**: Mixed results due to market volatility.
- **Next Steps**: Exploring **reinforcement learning** for better predictions.

### Tech-Support Bot on ElizaOS
- **Planned Features**: JavaScript, Bitcoin, and GitHub support.
- **Architecture**: Separating knowledge base from bot code.
- **Deployment**: Running models locally using **Ollama** on a Linux desktop with **NVIDIA GeForce 3060 (12GB VRAM)**.
- **Primary Clients**: **Telegram & Nostr**.
- **Next Steps**: Collaborating on a **Nostr plugin** for tech support.

### AI Agents for Non-Technical Users
- **Platform**: **Aigent.sh**, powered by **ElizaOS**.
- **Goal**: Make AI agents accessible to non-technical users.
- **Next Steps**: Rolling out daily updates, open to feedback.

### Twitter Plugin Update
- [tadeuchi] submitted a PR to enhance the Twitter plugin, adding callback functionality to retrieve posted tweet info.
- A second PR registers a forked version with additional post-fetching capabilities.

### Character Plugin Bug Fix
- [dtb0x] submitted a PR fixing a bug related to loading character plugins from remote URLs.

### Mem0 AI SDK Provider
- [whysosaket] introduced Mem0 as a provider in the Vercel AI SDK, adding a memory layer for users.

### DexPaprika Plugin
- [0xmattsroka] created a plugin for fetching on-chain token prices across 20+ chains, powered by DexPaprika.

### Distributed Storage Plugin
- [fforbeck] submitted a PR to add a distributed storage plugin to Eliza’s Plugin Registry.

### Broken Plugin Link
- [flaneurofmetaverses] reported a broken link in the plugin registry for `plugin-bnv-me-id`.
- [odilitime] acknowledged the issue and asked for clarification.

### AI-News Aggregation
- [dankvr] set up AI-news aggregation for multiple Discord channels.

## ElizaOS Plugin and Client Setup Issues & Solutions

### Technical Discussions & Solutions
- **Twitter & Discord Client Setup**: Issues resolved by correctly installing plugins via `npx elizaos plugins install @elizaos-plugins/client-twitter`.
- **Twitter Plugin for Post Tracking**: Plugin confirmed to work, installation via `pnpm add github:elizaos-plugins/client-discord`.
- **Telegram Plugin IPv6 Issue**: Missing IPv6 support caused API connectivity issues; workaround is forcing IPv4.
- **Twitter Post Duplication**: No concrete solution provided.
- **Twitter Bot Shadowban**: Bots were shadowbanned due to not marking accounts as "automated."
- **Newline Formatting Issue**: Resolved by adding a system prompt directive to prevent `\n` usage.
- **Akash Chat API Authentication Error**: 401 error fixed by ensuring API key had the `Bearer` prefix.
- **Multi-Agent Setup**: Running multiple agents with different X accounts requires namespaced environment variables.
- **V2 Migration**: `eliza-starter` will be replaced by `npx elizaos start`.
- **Cloudflare Blocking Twitter Logins**: Cloudflare blocked Twitter logins for agents in Docker; related GitHub issue referenced.
- **Embedding Issues**: No clear resolution provided.
- **Local LLM Support (Ollama API)**: `plugin-local-ai` supports Ollama API but is not listed in the registry.
- **SQLite Module Error**: Fixed with `pnpm add better-sqlite3@latest --force` and `npm rebuild better-sqlite3`.
- **V2 CLI Issues**: Errors with `npx @elizaos/cli create` reported, GitHub issue tracking them.
- **Provider Implementation**: Users discussed training an agent with real-time data using providers that query databases or APIs.
- **Plugin vs. Client Confusion**: Clients must also be listed under `plugins` for proper functionality.
- **Model Selection Issue**: Despite setting `modelProvider: "openrouter"`, the agent defaulted to another model. No resolution provided.
- **Formatting Issues with Anthropic Models**: Claude models produced inconsistent formatting in Discord. No solution found.
- **Custom Plugin Development**: A user asked about creating and installing a custom plugin, but no detailed response was given.
- **Crypto Data Integration**: Users discussed feeding real-time DeFi data into an agent for Twitter posts, but no code examples were provided.

## ElizaOS Plugin Development and Issue Resolution

### Plugin Development and Fixes
- **Twitter Plugin Update**: PR submitted to enhance the Twitter plugin, adding callback functionality.
- **Character Plugin Bug Fix**: PR submitted to fix a bug related to loading character plugins from remote URLs.
- **Mem0 AI SDK Provider**: Mem0 introduced as a provider in the Vercel AI SDK, adding a memory layer.
- **DexPaprika Plugin**: Plugin created for fetching on-chain token prices across 20+ chains.
- **Distributed Storage Plugin**: PR submitted to add a distributed storage plugin to Eliza’s Plugin Registry.
- **Broken Plugin Link**: A broken link in the plugin registry was reported and acknowledged.

### Open Issues and Action Items
- **Fix Twitter post duplication issue**
- **Investigate embedding errors**
- **Improve Cloudflare handling for Twitter logins**
- **Fix `npx @elizaos/cli create` errors**
- **Ensure `plugin-local-ai` is listed in the registry**
- **Update Twitter client setup guide**
- **Add multi-agent setup documentation**
- **Document SQLite module installation fixes**
- **Improve V2 migration guide**
- **Clarify embedding setup in docs**