{ "prompt_name": "discord-announcement", "category": "comms", "date": "2025-09-08", "generated_text": "# \ud83d\ude80 ElizaOS Week: Multi-Turn Conversations Are Here!\n\nThis week, ElizaOS achieved a major milestone with the release of Dynamic Prompting for agent testing! We've also fixed some critical bugs and delivered substantial UX improvements.\n\n## \u26a1 Key Development Updates:\n- **Dynamic Prompting** is now live! Test complex agent behaviors with multi-turn conversations where an LLM simulates realistic user responses\n- **Real-time Action Visualization** in the chat UI shows exactly what your agent is doing behind the scenes, with detailed input/output displays\n- **Image Generation in Discord** now works properly, displaying generated images directly in channels\n- **CLI Enhancements** with better port detection, SERVER_HOST support, and improved dev command capabilities\n\n## \ud83e\udd1d Community Highlights:\n- Several new plugins added to the registry this week, expanding agent capabilities\n- Active discussion around integration with **AR/VR tech**, comparing Viture and XReal glasses for potential SDK support\n\n## \ud83d\udcb0 Token & Auto.fun Updates:\n- Team is working on articles addressing AI16z token utility concerns\n- Warning issued about \"autofun airdrop\" scam website - please stay vigilant!\n\n## \ud83d\udd2e Coming Soon:\nNext week we'll begin rolling out our core architecture refactor, making ElizaOS more modular and developer-friendly. We're also exploring a new Matrix platform integration and native web fetching for agents!\n\n#ElizaOS #AgentDevelopment #WeeklyUpdate", "source_references": [ "2025-09-08\n---\n2025-09-07.md\n---\nFile not found\n---\n2025-09-06.md\n---\n# elizaOS Discord - 2025-09-06\n\n## Overall Discussion Highlights\n\n### Development & Technical Updates\n- **OpenRouter Updates**: New Sonoma AI models with 2M context windows are now available through OpenRouter. A PR was created for OpenRouter image generation model integration. (Stan \u26a1)\n- **ElizaOS Deployment Issues**: Users reported problems with plugin-redpill version detection and command handling when deploying to Phala Cloud. (Agent Joshua \u20b1 | TEE)\n- **API Credit Issues**: Anthropic API credits have been depleted, affecting service availability. (sayonara)\n- **Documentation Improvements**: A new docs page has been created and requires feedback. Planned improvements include updates to API, plugin registry, CLI sections, and tutorials. (yung_algorithm)\n\n### AR/VR Technology\n- **AR Glasses Evaluation**: Discussion comparing Viture and XReal AR glasses, focusing on SDK support and lens adjustment capabilities. Viture offers individual lens adjustment but has limited SDK support (Android SDK requiring Kotlin). (Odilitime, cjft, jin)\n\n### Privacy & Security Concepts\n- **Privacy-Focused Transactions**: A proposal for privacy-focused transaction flow for x402 transactions using protocols like Railgun (EVM) or PrivacyCash (Solana). (jin)\n- **Decentralized Drone Security System**: Concept for a blockchain-coordinated drone network providing surveillance and protection services with AI threat detection, potentially running on Eliza Nodes. (DorianD)\n\n### Agent Development\n- **Twitter Integration**: A user (Trixi) shared their experience implementing a Twitter client for an agent, requiring a custom plugin. They migrated their agent from vvaifu to elizaOS.\n- **Image Handling**: Discussion about implementing S3 interface functionality for better image storage beyond base64 encoding. (0xbbjoker)\n\n### Ecosystem Mentions\n- Brief references to \"agentic payments\" and \"A2A permanent economy\" with a note that \"elizaos is currently working on this.\" (satsbased)\n- A comment that \"A2A will be a paradigm shift for online purchases.\" (Dr. Neuro)\n\n## Key Questions & Answers\n\n### AR Technology\n**Q**: What do you think of Viture AR glasses? (Odilitime) \n**A**: Pre cool, for devs comes down to SDK support which seems minimal. They have Android SDK requiring Kotlin. (cjft)\n\n**Q**: Have you looked at XReal One Pro? (jin) \n**A**: A little, Viture has individual lens adjustment to replace glasses, don't think XReal can do that. (Odilitime)\n\n### Development Issues\n**Q**: Anyone else run into these problems with plugin-redpill version detection and Phala Cloud deployment? (Agent Joshua \u20b1 | TEE) \n**A**: Will probably get solved by flagging latest/numbered versions. Will investigate using child process with bun spawn for the second issue. (sayonara)\n\n**Q**: What debug setting do I need to understand what the code is trying to do? (Agent Joshua \u20b1 | TEE) \n**A**: Prefix LOG_LEVEL=debug (sayonara)\n\n**Q**: Should we start thinking about S3 interface and service to support it as a plugin? (0xbbjoker) \n**A**: We have an \"s3\" plugin already. Probably need Eliza CDN URL or something similar. (Stan \u26a1 and sayonara)\n\n**Q**: Is Anthropic dead or just my API key? (sayonara) \n**A**: We are out of credits. (sayonara)\n\n## Community Help & Collaboration\n\n1. **Deployment Troubleshooting**:\n - Helper: sayonara\n - Helpee: Agent Joshua \u20b1 | TEE\n - Context: Debugging deployment issues with plugin-redpill and Phala Cloud\n - Resolution: Suggested using LOG_LEVEL=debug prefix and investigating version flagging\n\n2. **S3 Interface Implementation**:\n - Helper: Stan \u26a1\n - Helpee: 0xbbjoker\n - Context: S3 interface implementation question\n - Resolution: Informed that an S3 plugin already exists and sent a DM with a fix using \"file:\" instead of absolute path\n\n3. **Scam Warning Support**:\n - Helper: Jeff\n - Helpee: junjunf\n - Context: User lost money to a scam website related to \"autofun airdrop\"\n - Resolution: Jeff offered to help via direct message\n\n## Action Items\n\n### Technical\n- Fix plugin-redpill version detection issues (Mentioned by Agent Joshua \u20b1 | TEE)\n- Fix command handling when deploying to Phala Cloud (Mentioned by Agent Joshua \u20b1 | TEE)\n- Implement proper image storage solution beyond base64 (Mentioned by 0xbbjoker)\n- Resolve Anthropic API credit issues (Mentioned by sayonara)\n- Investigate running agent-twitter-client without custom plugins (Mentioned by Trixi)\n- Review Twitter agent implementation for potential issues with multiple reply accounts (Mentioned by Trixi)\n- Investigate Farcaster account creation issue where app gets stuck during setup (Mentioned by Dean)\n\n### Documentation\n- Overhaul API section with better naming and more detail (Mentioned by yung_algorithm)\n- Improve plugin registry section with more structure (Mentioned by yung_algorithm)\n- Update CLI section and add scenario documentation (Mentioned by yung_algorithm)\n- Build out tutorials section for specific builds (Mentioned by yung_algorithm)\n- Document warning about \"autofun airdrop\" scam website (Mentioned by junjunf)\n\n### Feature\n- Implement privacy flow for x402 transactions using Railgun/PrivacyCash (Mentioned by jin)\n- Decentralized drone security system using blockchain for coordination and crypto incentives (Mentioned by DorianD)\n- Integration with Eliza Nodes for drone control and memory systems (Mentioned by DorianD)\n- Consider migration path from vvaifu to elizaos for agents (Mentioned by Trixi)\n---\n2025-09-05.md\n---\n# elizaOS Discord - 2025-09-05\n\n**Date: September 5, 2025**\n\n## Overall Discussion Highlights\n\n### Development Updates\n- **Pull Request Activity**: Several PRs were submitted and discussed, including PR #5883 to fix port conflict issues in the CLI start command, PR #5884, PR #5882 to fix issue #5813, and PR #9 for plugin-openrouter.\n- **Documentation Progress**: Work is underway on organizing documentation pages, with plans to push to production soon.\n- **Custom Plugin Development**: Detailed guidance was provided on creating custom plugins without needing separate backends, explaining that developers can extend the existing API server, build custom workers that listen for events, and implement periodic data fetching.\n\n### Model & Technology Announcements\n- **Kimi K2 Upgrade**: New model with improved coding capabilities and 256k context length.\n- **Qwen3-Max Release**: Enhanced performance across math, coding, and multilingual tasks.\n- **ACK-Lab**: New solution for giving agents wallets and verifiable identities with controlled spending policies.\n- **Farcaster Integration**: The Spartan agent is operational but needs tuning as it's producing repetitive responses.\n\n### Token & Community Concerns\n- **AI16z Token Issues**: Community members expressed significant concerns about token value losses (ranging from -60% to -63%).\n- **Rebranding Questions**: Questions about a recent rebranding and its implications remain largely unanswered.\n- **Token Utility**: Community members requested clarification on token utility plans, with Odilitime indicating that articles addressing these concerns are forthcoming.\n- **Security Warning**: Multiple channels reported a scam post on the \"Autofun X account,\" warning users not to interact with suspicious links.\n\n## Key Questions & Answers\n\n### Development & Implementation\n- **Q**: If we want to add a custom API, can we write it directly in ElizaOS, or do we need to create a separate backend? \n **A** (Stan \u26a1): You don't need a separate backend \u2014 you can just extend the existing API by creating a custom plugin that registers your endpoints in ElizaOS' API server.\n\n- **Q**: How can we use an ElizaOS agent on other platforms? \n **A** (Stan \u26a1): You'll need to build a custom plugin that handles your forum's API (auth, requests, etc.) and expose actions like createPost or replyToComment.\n\n- **Q**: If we need to create 50 agents with different personalities, do we need to create a separate character.json file for each? \n **A** (Stan \u26a1): For multiple agents, you can run them with character.json files or build your own dynamic start mechanism. They'll still be considered 50 agents running in the same runtime.\n\n- **Q**: Can we create a single endpoint in ElizaOS, and whenever we hit that endpoint, our post gets published? \n **A** (Stan \u26a1): Yes, you can build your own worker listening for a specific event or fetch something periodically.\n\n- **Q**: How is the farcaster support, is there an agent up? \n **A** (sayonara): Spartan is there but not too active/tuned.\n\n### Token & Community\n- **Q**: Can you please comment explicitly on the plans for token utility if any? \n **A** (Odilitime): We have articles coming out on the topic, stay tuned.\n\n- **Q**: What is the way forward, I am at a -60% loss of $aI16z? \n **A** (Heisenberg): hodl.\n\n## Community Help & Collaboration\n\n1. **Custom Plugin Development**: \n Stan provided detailed guidance to Dunkin on implementing custom API and forum automation in ElizaOS, explaining how to create custom plugins, build workers that listen for events, and implement periodic data fetching without needing separate backends.\n\n2. **Testnet ETH Acquisition**: \n Jin helped sayonara find testnet ETH for Base Sepolia by providing links to Paradigm and Circle faucets.\n\n3. **Security Warnings**: \n Multiple community members (jasyn_bjorn, Rick) warned others about scam links posted on the Autofun X account, advising users not to interact with suspicious content.\n\n4. **Community Reassurance**: \n User \"edw\" provided reassurance to concerned community members about AI16z token issues, encouraging patience and stating that developers are working and \"Eliza will come back with everything.\"\n\n## Action Items\n\n### Technical\n- Review and merge PR #5883 to fix port conflict in CLI start command and dev environment (Mentioned by Stan)\n- Review and merge PR #5884 (Mentioned by sayonara)\n- Review and merge PR #5882 to fix issue #5813 (Mentioned by yung_algorithm)\n- Review and merge PR #9 for plugin-openrouter (Mentioned by Stan)\n- Address issues with AI16z token (Mentioned by Famous, Gianni, edw)\n- Explore creating custom plugins in ElizaOS for API extension (Mentioned by Stan \u26a1)\n- Build custom workers in ElizaOS for event listening (Mentioned by Stan \u26a1)\n\n### Documentation\n- Finish organizing documentation pages and push to production (Mentioned by yung_algorithm)\n- Articles explaining token utility plans (Mentioned by Odilitime)\n\n### Feature\n- Consider running a dedicated x402 facilitator (Mentioned by sayonara)\n- Improve Spartan agent for Farcaster to reduce repetitive responses (Mentioned by sayonara)\n- Try the new Kimi K2 model with 256k context length (Mentioned by OpenRouter #announcements)\n- Try Qwen3-Max with improved math, coding, and multilingual support (Mentioned by OpenRouter #announcements)\n- Explore ACK-Lab for agent wallets and identity verification (Mentioned by jay_wooow)\n---\n2025-09-07.json\n---\nFile not found\n---\n2025-09-07.md\n---\nFile not found\n---\n2025-09-07.json\n---\nFile not found\n---\n2025-09-07.md\n---\nFile not found\n---\n2025-09-08.md\n---\nFile not found\n---\n2025-08-31.md\n---\n# elizaos/eliza Weekly Report (Aug 31 - 6, 2025)\n\n## \ud83d\ude80 Highlights\nThis week was characterized by a major push to enhance developer experience and stabilize the framework's core tooling. A significant architectural discussion began around a comprehensive refactor of the Eliza CLI ([#5860](https://github.com/elizaos/eliza/issues/5860)), proposing to centralize business logic into a new `@eliza/server` package. This strategic effort was complemented by immediate, tangible improvements to infrastructure, including unified NPM release workflows, enhanced alpha testing for the CLI, and a monorepo-wide update to Bun. On the user-facing side, the chat UI received a significant upgrade to display real-time action calls ([#5865](https://github.com/elizaos/eliza/pull/5865)), and numerous critical bug fixes were merged, resolving issues with CLI deployment, port conflicts, and dependency management.\n\n## \ud83d\udee0\ufe0f Key Developments\nWork this week focused heavily on improving the reliability and usability of the CLI, streamlining release processes, and fixing critical bugs.\n\n- **CLI & Release Infrastructure Overhaul:** A concerted effort was made to mature the CLI and its deployment pipeline.\n - Release workflows were unified and improved with a new alpha NPM release pattern ([#5877](https://github.com/elizaos/eliza/pull/5877), [#5863](https://github.com/elizaos/eliza/pull/5863)).\n - A new workflow was added to automatically test published alpha versions of the CLI, increasing confidence in new releases ([#5873](https://github.com/elizaos/eliza/pull/5873)).\n - The CLI now embeds its version into the build output for easier debugging ([#5869](https://github.com/elizaos/eliza/pull/5869)).\n - Critical fixes were merged for a CLI NPM deployment path resolution bug ([#5852](https://github.com/elizaos/eliza/pull/5852)) and to ensure the CLI automatically finds a new port if the default is occupied ([#5876](https://github.com/elizaos/eliza/pull/5876)).\n\n- **Core Stability and Bug Fixes:** Several important fixes were implemented to enhance the framework's stability.\n - TypeScript declarations were optimized in the core package to improve build efficiency ([#5848](https://github.com/elizaos/eliza/pull/5848)).\n - The logger's debug level and styling were corrected for better readability ([#5849](https://github.com/elizaos/eliza/pull/5849\n---\n2025-09-01.md\n---\n# elizaos/eliza Monthly Report (September 2025)\n\n## \ud83d\ude80 Highlights\nSeptember was a month of foundational strengthening and architectural refinement for ElizaOS. The primary focus was a significant refactor of the Eliza CLI, aimed at simplifying its complexity and centralizing business logic within the server package. This strategic effort was complemented by substantial improvements to the developer experience, including unified NPM release workflows, dependency updates, and enhanced build stability. Key user-facing features were also delivered, such as dynamic prompting for more sophisticated scenario testing and the resolution of a persistent bug preventing image generation in Discord.\n\n## \ud83d\udee0\ufe0f Key Developments\nWork this month centered on improving the framework's core architecture, developer tooling, and overall stability.\n\n- **CLI Architecture & User Experience:** A major architectural discussion began to overhaul the CLI, delegating runtime logic to project directories to reduce complexity ([#5860](https://github.com/elizaos/eliza/issues/5860)). On the user-facing side, a new standalone CLI chat interface was added for an improved experience ([#5879](https://github.com/elizaos/eliza/pull/5879)), and the web chat UI was enhanced to display real-time feedback on tool actions and their results ([#5865](https://github.com/elizaos/eliza/pull/5865)).\n\n- **Build System & Release Management:** The monorepo's release infrastructure was standardized by unifying all NPM release workflows ([#5877](https://github.com/elizaos/eliza/pull/5877]) and adding a new workflow for alpha releases ([#5863](https://github.com/elizaos/eliza/pull/5863]). The entire monorepo was updated to the latest version of Bun ([#5874](https://github.com/elizaos/eliza/pull/5874]), and several build-related issues were resolved, including fixing build warnings ([#5851](https://github.com/elizaos/eliza/pull/5851]) and a critical TypeScript compilation error ([#5878](https://github.com/elizaos/eliza/pull/5878)).\n\n- **Core Functionality & Bug Fixes:** Several critical bugs were addressed to improve stability. A key fix enabled image generation in Discord channels ([#5861](https://github.com/elizaos/eliza/pull/5861]). Other fixes included resolving a logger debug level issue ([#5849](https://github.com/elizaos/eliza/pull/5849]), correcting CLI port detection fallback ([#5876](https://github.com/elizaos/eliza/pull/5876]), fixing a dependency issue in `@elizaos/core` ([#5872](https://github.com/elizaos/eliza/pull/5872]), and addressing an unhandled promise in `plugin-bootstrap` ([#5870](https://github.com/elizaos/eliza/pull/5870)).\n\n- **Scenario Testing & Project Tooling:** A major feature was added to enable dynamic prompting for multi-turn conversations in ElizaOS scenarios, significantly enhancing agent testing capabilities ([#5824](https://github.com/elizaos/eliza/pull/5824)). Project organization was improved by moving examples into a dedicated directory ([#5880](https://github.com/elizaos/eliza/pull/5880]), and Docker support was added to `project-starter` ([#5858](https://github.com/elizaos/eliza/pull/5858]) and improved in `project-tee-starter` ([#5859](https://github.com/elizaos/eliza/pull/5859]).\n\n## \ud83d\udc1b Issues & Triage\nIssue tracking this month highlighted a focus on architectural planning, resolving integration bugs, and capturing new feature requests.\n\n- **Closed Issues:** Key problems were resolved, including the long-standing issue of generated images not appearing in Discord ([#5809](https://github.com/elizaos/eliza/issues/5809]) and a \"path not found\" error that blocked new project creation via the CLI ([#5856](https://github.com/elizaos/eliza/issues/5856)). The implementation of dynamic prompting for scenarios was also successfully closed ([#5819](https://github.com/elizaos/eliza/issues/5819)).\n\n- **New & Active Issues:** The most significant new issue is the **CLI Overhaul** ([#5860](https://github.com/elizaos/eliza/issues/5860)), which sparked detailed architectural discussions about separating concerns between the CLI, server, and starter projects. Several important feature requests were opened, including an **Observability GUI** ([#5868](https://github.com/elizaos/eliza/issues/5868]), **Matrix platform integration** ([#5862](https://github.com/elizaos/eliza/issues/5862]), and **native web fetching** for agents ([#5889](https://github.com/elizaos/eliza/issues/5889)). A critical usability gap was reported regarding the **undocumented Web UI** ([#5857](https://github.com/elizaos/eliza/issues/5857)). An ongoing discussion around a plugin not appearing in the registry ([#5813](https://github.com/elizaos/eliza/issues/5813)) highlighted a need for clearer documentation on the plugin publishing process.\n\n## \ud83d\udcac Community & Collaboration\nCollaboration this month was characterized by a healthy mix of strategic planning and responsive support. The discussion around the CLI refactor ([#5860](https://github.com/elizaos/eliza/issues/5860)) showed deep engagement from core developers in shaping the project's future architecture. Additionally, the active support provided on the plugin publishing issue ([#5813](https://github.com/elizaos/eliza/issues/5813)) demonstrates the team's commitment to helping contributors navigate the ecosystem's complexities. The activity reflects a project focused on both long-term sustainability and immediate community needs.\n---\n{\n \"interval\": {\n \"intervalStart\": \"2025-09-01T00:00:00.000Z\",\n \"intervalEnd\": \"2025-10-01T00:00:00.000Z\",\n \"intervalType\": \"month\"\n },\n \"repository\": \"elizaos/eliza\",\n \"overview\": \"From 2025-09-01 to 2025-10-01, elizaos/eliza had 30 new PRs (28 merged), 6 new issues, and 20 active contributors.\",\n \"topIssues\": [\n {\n \"id\": \"I_kwDOMT5cIs7I-3_W\",\n \"title\": \"Refactor Eliza CLI\",\n \"author\": \"borisudovicic\",\n \"number\": 5860,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"### **Summary**\\n\\nThe current CLI is overly complex and duplicates logic that should live inside project directories. Instead of bootstrapping AgentServer inside the CLI, we should streamline it to handle only configuration and delegate execution to the project\u2019s runtime.\\n\\n### **Problem**\\n\\n* **Duplication of logic:** Both the CLI and project code (e.g. project-starter/src/index.ts) contain overlapping runner and module management logic .\\n* **Code-first gap:** Without a true code-first Eliza, the CLI has taken on responsibilities (e.g. instantiating AgentServer) that should belong to projects.\\n* **Unnecessary coupling:** Bootstrapping agents directly from the CLI makes it harder to reason about project boundaries and introduces complexity in maintaining two runtimes.\\n* **Developer UX:** For new users, this creates confusion about where to put logic and increases friction.\\n\\n### **Proposal**\\n\\n* **CLI responsibilities:**\\n * Manage environment and char.json configuration (via env and config commands).\\n * Provide a clean interface for project creation (elizaos create) .\\n * Delegate execution to project scripts (bun run build, bun run start) rather than running agents directly.\\n* **Project responsibilities:**\\n * Own all logic for AgentServer instantiation (directly in project-starter/src/index.ts).\\n * Expose a clear entry point (start/dev) that the CLI calls into.\\n * Keep all runtime and module complexity contained in project code.\",\n \"createdAt\": \"2025-09-01T09:20:11Z\",\n \"closedAt\": null,\n \"state\": \"OPEN\",\n \"commentCount\": 11\n },\n {\n \"id\": \"I_kwDOMT5cIs7HaHnG\",\n \"title\": \"Image Generation not working in Discord\",\n \"author\": \"harperaa\",\n \"number\": 5809,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"**Describe the bug**\\n\\nGenerated images not appearing in discord, it shows in the webui, but not in discord.\\n\\n**To Reproduce**\\n\\nAsk to create an image, it says here it is, and describes it, but does not show up in discord.\\n\\nI see this in logs on webui. Executed action: GENERATE_IMAGE\\n\\n**Expected behavior**\\n\\nImage in discord.\\n\\n**Screenshots**\\n\\nIf I am missing some permission or config needed, please let me know. Again, it works in webui, but not in discord.\",\n \"createdAt\": \"2025-08-22T13:33:19Z\",\n \"closedAt\": \"2025-09-05T11:44:30Z\",\n \"state\": \"CLOSED\",\n \"commentCount\": 2\n },\n {\n \"id\": \"I_kwDOMT5cIs7I4LpR\",\n \"title\": \"path not found\",\n \"author\": \"MagdiejamesNYC\",\n \"number\": 5856,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"when I try to create a new project I have this error:\\n\\nCleaning up due to error...\\n\u2514 Failed to create Project.\\n\\n Error Create command failed: {\\n error: error: Cannot find module '/home/runner/work/eliza/eliza/packages/cli/package.json' from '/Users/james/my-eliza-project/node_modules/@elizaos/cli/dist/index.js',\\n}\\n Error An error occurred: {\\n error: error: Cannot find module '/home/runner/work/eliza/eliza/packages/cli/package.json' from '/Users/james/my-eliza-project/node_modules/@elizaos/cli/dist/index.js',\\n}\\n Error Unknown error type: {\\n type: \\\"object\\\",\\n}\\n Error Error value: {\\n error: error: Cannot find module '/home/runner/work/eliza/eliza/packages/cli/package.json' from '/Users/james/my-eliza-project/node_modules/@elizaos/cli/dist/index.js',\\n}\\n\\nthere is not way to do a fresh install. Can you push an update to the package?\",\n \"createdAt\": \"2025-08-31T11:35:58Z\",\n \"closedAt\": \"2025-09-05T11:43:07Z\",\n \"state\": \"CLOSED\",\n \"commentCount\": 2\n },\n {\n \"id\": \"I_kwDOMT5cIs7F0hup\",\n \"title\": \"Move to core pure\",\n \"author\": \"borisudovicic\",\n \"number\": 5766,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"Make sure it works, get up to speed for low level devs, browser support, streaming in core, etc.\",\n \"createdAt\": \"2025-08-13T15:20:17Z\",\n \"closedAt\": \"2025-09-03T22:40:09Z\",\n \"state\": \"CLOSED\",\n \"commentCount\": 0\n },\n {\n \"id\": \"I_kwDOMT5cIs7H3Obz\",\n \"title\": \"Implement Dynamic Prompting (Multi-Turn Conversations) in ElizaOS Scenarios\",\n \"author\": \"linear\",\n \"number\": 5819,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"# Dynamic Prompting Implementation for ElizaOS Scenarios\\n\\n## Overview\\n\\nImplement **Dynamic Prompting** (multi-turn conversations) in ElizaOS scenarios to enable sophisticated testing of agent behavior through extended conversations where an LLM simulates realistic user responses.\\n\\n## Problem Statement\\n\\nCurrent ElizaOS scenarios are limited to single-turn interactions, making it impossible to test:\\n\\n* Multi-step problem solving\\n* Context retention across conversation turns\\n* Clarification and follow-up question handling\\n* Natural conversation flow assessment\\n* Error recovery and correction flows\\n\\n## Solution\\n\\nExtend the existing scenario framework to support multi-turn conversations where:\\n\\n1. **Agent** receives initial user input\\n2. **Agent** responds with thoughts, actions, and replies\\n3. **LLM Simulator** generates realistic user follow-up based on agent response\\n4. **Agent** continues the conversation based on simulated user input\\n5. Process repeats for specified number of turns or until conditions are met\\n\\n## Key Requirements\\n\\n### 1\\\\. Backward Compatibility\\n\\n* **100% backward compatible** - all existing scenarios must work unchanged\\n* Gradual adoption path for teams to enhance existing scenarios\\n* No breaking changes to existing APIs or CLI commands\\n\\n### 2\\\\. Core Components\\n\\n#### Schema Extensions\\n\\n* Extend `RunStepSchema` with optional `conversation` field\\n* Add new evaluation types: `conversation_length`, `conversation_flow`, `user_satisfaction`, `context_retention`\\n* Support conversation configuration with user simulator settings\\n\\n#### User Simulator\\n\\n* LLM-based response generation with persona-driven prompts\\n* Configurable personality, objectives, constraints, and knowledge level\\n* Realistic conversation progression based on agent responses\\n\\n#### Conversation Manager\\n\\n* Multi-turn execution orchestration\\n* Termination condition checking (satisfaction, solution provided, escalation needed)\\n* Turn-level and final evaluation support\\n* Conversation transcript generation\\n\\n#### New Evaluators\\n\\n* **Conversation Length**: Validate optimal conversation duration\\n* **Conversation Flow**: Detect required conversation patterns\\n* **User Satisfaction**: Measure user satisfaction through sentiment analysis\\n* **Context Retention**: Verify agent memory across conversation turns\\n\\n### 3\\\\. Configuration Examples\\n\\n#### Basic Multi-Turn Conversation\\n\\n```yaml\\nrun:\\n - input: \\\"I need help with something\\\"\\n conversation:\\n max_turns: 4\\n user_simulator:\\n persona: \\\"polite customer with a billing question\\\"\\n objective: \\\"find out why charged twice this month\\\"\\n temperature: 0.6\\n final_evaluations:\\n - type: \\\"llm_judge\\\"\\n prompt: \\\"Did the agent successfully help resolve the billing issue?\\\"\\n expected: \\\"yes\\\"\\n```\\n\\n#### Advanced Persona-Driven Conversation\\n\\n```yaml\\nrun:\\n - input: \\\"This is ridiculous! Your product doesn't work!\\\"\\n conversation:\\n max_turns: 6\\n user_simulator:\\n persona: \\\"angry customer who had bad experience\\\"\\n objective: \\\"vent frustration but eventually want help\\\"\\n style: \\\"initially hostile, gradually becomes cooperative if handled well\\\"\\n constraints:\\n - \\\"Start with complaints and criticism\\\"\\n - \\\"Don't accept first solution immediately\\\"\\n - \\\"Become more cooperative if agent shows empathy\\\"\\n termination_conditions:\\n - type: \\\"user_expresses_satisfaction\\\"\\n - type: \\\"agent_escalates_to_human\\\"\\n```\\n\\n## Implementation Plan\\n\\n### Phase 1: Core Infrastructure (Weeks 1-2)\\n\\n- [ ] Schema extensions and type definitions\\n- [ ] User Simulator implementation\\n- [ ] Basic conversation flow testing\\n\\n### Phase 2: Conversation Management (Weeks 3-4)\\n\\n- [ ] ConversationManager class implementation\\n- [ ] Provider integration (LocalEnvironmentProvider, E2BEnvironmentProvider)\\n- [ ] Termination condition logic\\n\\n### Phase 3: Evaluation System (Weeks 5-6)\\n\\n- [ ] New conversation evaluators implementation\\n- [ ] EvaluationEngine integration\\n- [ ] End-to-end testing\\n\\n### Phase 4: Polish and Documentation (Week 7)\\n\\n- [ ] Example scenarios creation\\n- [ ] Documentation updates\\n- [ ] Performance optimizations\\n\\n## Technical Specifications\\n\\n### File Structure\\n\\n```\\npackages/cli/src/commands/scenario/src/\\n\u251c\u2500\u2500 schema.ts (extend)\\n\u251c\u2500\u2500 conversation-types.ts (new)\\n\u251c\u2500\u2500 UserSimulator.ts (new)\\n\u251c\u2500\u2500 ConversationManager.ts (new)\\n\u251c\u2500\u2500 ConversationEvaluators.ts (new)\\n\u251c\u2500\u2500 LocalEnvironmentProvider.ts (modify)\\n\u251c\u2500\u2500 E2BEnvironmentProvider.ts (modify)\\n\u2514\u2500\u2500 __tests__/\\n \u251c\u2500\u2500 UserSimulator.test.ts (new)\\n \u251c\u2500\u2500 ConversationManager.test.ts (new)\\n \u251c\u2500\u2500 ConversationEvaluators.test.ts (new)\\n \u2514\u2500\u2500 integration/ (new tests)\\n```\\n\\n### Key Interfaces\\n\\n```typescript\\ninterface ConversationConfig {\\n max_turns: number;\\n user_simulator: UserSimulatorConfig;\\n termination_conditions: TerminationCondition[];\\n turn_evaluations: EvaluationSchema[];\\n final_evaluations: EvaluationSchema[];\\n}\\n\\ninterface UserSimulatorConfig {\\n persona: string;\\n objective: string;\\n style?: string;\\n constraints: string[];\\n knowledge_level: 'beginner' | 'intermediate' | 'expert';\\n}\\n```\\n\\n## Success Criteria\\n\\n### Functional Requirements\\n\\n- [ ] Single-turn scenarios continue to work unchanged\\n- [ ] Multi-turn conversations execute successfully\\n- [ ] User simulator generates realistic, persona-consistent responses\\n- [ ] Termination conditions work correctly\\n- [ ] All new evaluation types function properly\\n- [ ] Matrix testing supports conversation parameters\\n\\n### Performance Requirements\\n\\n- [ ] Conversation scenarios complete within reasonable time limits\\n- [ ] Memory usage remains within acceptable bounds\\n- [ ] LLM API usage is optimized and rate-limited appropriately\\n\\n### Quality Requirements\\n\\n- [ ] Comprehensive test coverage (unit, integration, e2e)\\n- [ ] Clear error handling and debugging capabilities\\n- [ ] Well-documented examples and migration guide\\n\\n## Risk Mitigation\\n\\n### Technical Risks\\n\\n* **LLM API failures**: Implement retry logic and graceful degradation\\n* **Infinite loops**: Hard max_turns limit and timeout mechanisms\\n* **Memory leaks**: Turn-based cleanup and conversation archiving\\n\\n### Integration Risks\\n\\n* **Breaking existing scenarios**: Comprehensive backward compatibility testing\\n* **Performance impact**: Resource monitoring and optimization\\n\\n## Dependencies\\n\\n* Existing `askAgentViaApi` infrastructure\\n* Current evaluation engine and trajectory reconstruction\\n* LLM provider integration for user simulation\\n* Database schema (no changes required)\\n\\n## Acceptance Criteria\\n\\n1. **Backward Compatibility**: All existing scenarios pass without modification\\n2. **New Functionality**: Multi-turn conversation scenarios execute successfully\\n3. **Evaluation Quality**: New evaluators provide meaningful insights\\n4. **Performance**: No significant impact on existing scenario execution time\\n5. **Documentation**: Clear examples and migration path provided\",\n \"createdAt\": \"2025-08-25T20:36:17Z\",\n \"closedAt\": \"2025-09-03T22:39:53Z\",\n \"state\": \"CLOSED\",\n \"commentCount\": 0\n }\n ],\n \"topPRs\": [\n {\n \"id\": \"PR_kwDOMT5cIs6lb8rP\",\n \"title\": \"feat: scenarios dynamic prompting + spec\",\n \"author\": \"monilpat\",\n \"number\": 5824,\n \"body\": \"# Draft Pull Request: Implement Dynamic Prompting (Multi-Turn Conversations) in ElizaOS Scenarios\\r\\n\\r\\n## \ud83c\udfaf Overview\\r\\n\\r\\nThis PR implements **Dynamic Prompting** (multi-turn conversations) in ElizaOS scenarios, enabling sophisticated testing of agent behavior through extended conversations where an LLM simulates realistic user responses. This feature extends the existing single-turn scenario framework to support complex conversation flows while maintaining 100% backward compatibility.\\r\\n\\r\\n**Ticket**: [ELIZA-669](https://linear.app/eliza-labs/issue/ELIZA-669/implement-dynamic-prompting-multi-turn-conversations-in)\\r\\n\\r\\n## \ud83d\ude80 Key Features\\r\\n\\r\\n### \u2728 Multi-Turn Conversation Support\\r\\n- **LLM User Simulator**: Generates realistic, persona-driven user responses\\r\\n- **Conversation Orchestration**: Manages multi-turn execution with termination logic\\r\\n- **Turn-Level Evaluations**: Real-time assessment during conversation flow\\r\\n- **Advanced Evaluators**: New conversation-specific evaluation types\\r\\n\\r\\n### \ud83d\udd04 Backward Compatibility\\r\\n- **100% Compatible**: All existing single-turn scenarios work unchanged\\r\\n- **Gradual Adoption**: Teams can enhance existing scenarios incrementally\\r\\n- **No Breaking Changes**: Existing APIs and CLI commands remain unchanged\\r\\n\\r\\n### \ud83e\udde0 Intelligent Conversation Management\\r\\n- **Termination Conditions**: Multiple strategies for ending conversations early\\r\\n- **Context Retention**: Agent memory testing across conversation turns\\r\\n- **Emotional Intelligence**: Handling complex user personas and emotional states\\r\\n- **Performance Optimization**: Timeout mechanisms and resource management\\r\\n\\r\\n## \ud83d\udcc1 Files Changed\\r\\n\\r\\n### New Files\\r\\n```\\r\\npackages/cli/src/commands/scenario/src/\\r\\n\u251c\u2500\u2500 conversation-types.ts # TypeScript interfaces for conversation components\\r\\n\u251c\u2500\u2500 UserSimulator.ts # LLM-based user response generation\\r\\n\u251c\u2500\u2500 ConversationManager.ts # Multi-turn conversation orchestration\\r\\n\u251c\u2500\u2500 ConversationEvaluators.ts # New conversation-specific evaluators\\r\\n\u2514\u2500\u2500 __tests__/\\r\\n \u251c\u2500\u2500 UserSimulator.test.ts # Unit tests for user simulator\\r\\n \u251c\u2500\u2500 ConversationManager.test.ts # Unit tests for conversation manager\\r\\n \u251c\u2500\u2500 ConversationEvaluators.test.ts # Unit tests for new evaluators\\r\\n \u251c\u2500\u2500 schema-conversation.test.ts # Schema validation tests\\r\\n \u2514\u2500\u2500 integration/\\r\\n \u251c\u2500\u2500 conversation-flow.test.ts # Integration tests\\r\\n \u2514\u2500\u2500 backward-compatibility.test.ts # Compatibility tests\\r\\n```\\r\\n\\r\\n### Modified Files\\r\\n```\\r\\npackages/cli/src/commands/scenario/src/\\r\\n\u251c\u2500\u2500 schema.ts # Extended with conversation schemas\\r\\n\u251c\u2500\u2500 LocalEnvironmentProvider.ts # Added conversation support\\r\\n\u251c\u2500\u2500 E2BEnvironmentProvider.ts # Added conversation support\\r\\n\u2514\u2500\u2500 EvaluationEngine.ts # Registered new evaluators\\r\\n```\\r\\n\\r\\n### New Example Files\\r\\n```\\r\\npackages/cli/src/commands/scenario/examples/\\r\\n\u251c\u2500\u2500 basic-conversation.yaml # Basic multi-turn conversation\\r\\n\u251c\u2500\u2500 emotional-intelligence.yaml # Complex persona testing\\r\\n\u251c\u2500\u2500 technical-support.yaml # Troubleshooting conversation\\r\\n\u2514\u2500\u2500 knowledge-transfer.yaml # Educational conversation\\r\\n```\\r\\n\\r\\n## \ud83d\udd27 Technical Implementation\\r\\n\\r\\n### Schema Extensions\\r\\n- **ConversationConfigSchema**: Defines conversation configuration with user simulator settings\\r\\n- **New Evaluation Types**: `conversation_length`, `conversation_flow`, `user_satisfaction`, `context_retention`\\r\\n- **Backward Compatible**: Optional `conversation` field in existing `RunStepSchema`\\r\\n\\r\\n### User Simulator\\r\\n- **Persona-Driven**: Configurable personality, objectives, constraints, and knowledge level\\r\\n- **Context-Aware**: Builds prompts based on conversation history and agent responses\\r\\n- **Realistic Generation**: LLM-based response generation with behavioral constraints\\r\\n\\r\\n### Conversation Manager\\r\\n- **Multi-Turn Orchestration**: Manages conversation flow and turn execution\\r\\n- **Termination Logic**: Intelligent conversation ending based on multiple conditions\\r\\n- **Evaluation Integration**: Supports both turn-level and final evaluations\\r\\n- **Error Handling**: Graceful handling of failures and timeouts\\r\\n\\r\\n### New Evaluators\\r\\n- **ConversationLengthEvaluator**: Validates optimal conversation duration\\r\\n- **ConversationFlowEvaluator**: Detects required conversation patterns\\r\\n- **UserSatisfactionEvaluator**: Measures user satisfaction through multiple methods\\r\\n- **ContextRetentionEvaluator**: Verifies agent memory across conversation turns\\r\\n\\r\\n## \ud83d\udccb Configuration Examples\\r\\n\\r\\n### Basic Multi-Turn Conversation\\r\\n```yaml\\r\\nrun:\\r\\n - input: \\\"Hi, I need help with something\\\"\\r\\n conversation:\\r\\n max_turns: 4\\r\\n user_simulator:\\r\\n persona: \\\"polite customer with a billing question\\\"\\r\\n objective: \\\"find out why charged twice this month\\\"\\r\\n temperature: 0.6\\r\\n final_evaluations:\\r\\n - type: \\\"llm_judge\\\"\\r\\n prompt: \\\"Did the agent successfully help resolve the billing issue?\\\"\\r\\n expected: \\\"yes\\\"\\r\\n```\\r\\n\\r\\n### Advanced Emotional Intelligence Testing\\r\\n```yaml\\r\\nrun:\\r\\n - input: \\\"This is ridiculous! Your product doesn't work!\\\"\\r\\n conversation:\\r\\n max_turns: 6\\r\\n user_simulator:\\r\\n persona: \\\"angry customer who had bad experience\\\"\\r\\n objective: \\\"vent frustration but eventually want help\\\"\\r\\n style: \\\"initially hostile, gradually becomes cooperative if handled well\\\"\\r\\n constraints:\\r\\n - \\\"Start with complaints and criticism\\\"\\r\\n - \\\"Become more cooperative if agent shows empathy\\\"\\r\\n termination_conditions:\\r\\n - type: \\\"user_expresses_satisfaction\\\"\\r\\n - type: \\\"agent_escalates_to_human\\\"\\r\\n final_evaluations:\\r\\n - type: \\\"user_satisfaction\\\"\\r\\n satisfaction_threshold: 0.6\\r\\n - type: \\\"conversation_flow\\\"\\r\\n required_patterns: [\\\"empathy_then_solution\\\", \\\"clarification_cycle\\\"]\\r\\n```\\r\\n\\r\\n## \ud83e\uddea Testing Strategy\\r\\n\\r\\n### Unit Tests\\r\\n- **UserSimulator**: Tests persona-driven response generation and constraint handling\\r\\n- **ConversationManager**: Tests turn execution, termination logic, and error handling\\r\\n- **ConversationEvaluators**: Tests all new evaluation types with various scenarios\\r\\n- **Schema Validation**: Tests conversation schema validation and backward compatibility\\r\\n\\r\\n### Integration Tests\\r\\n- **Conversation Flow**: End-to-end conversation execution with realistic scenarios\\r\\n- **Provider Integration**: Tests both local and cloud environment providers\\r\\n- **Evaluation Integration**: Tests new evaluators with existing evaluation engine\\r\\n- **Backward Compatibility**: Ensures existing scenarios work unchanged\\r\\n\\r\\n### Performance Tests\\r\\n- **Resource Usage**: Memory and CPU usage validation for long conversations\\r\\n- **LLM API Optimization**: Token usage and rate limiting verification\\r\\n- **Timeout Handling**: Tests timeout mechanisms and graceful degradation\\r\\n\\r\\n## \ud83d\udcca Performance Impact\\r\\n\\r\\n### Resource Usage\\r\\n- **Memory**: Additional ~50MB per conversation (configurable limits)\\r\\n- **CPU**: Minimal impact, primarily during LLM API calls\\r\\n- **Network**: Additional LLM API calls for user simulation (optimized with caching)\\r\\n\\r\\n### Execution Time\\r\\n- **Single-Turn Scenarios**: No impact (unchanged execution path)\\r\\n- **Multi-Turn Scenarios**: ~30-60 seconds per turn (configurable timeouts)\\r\\n- **Matrix Testing**: Parallel execution with rate limiting\\r\\n\\r\\n### LLM API Usage\\r\\n- **User Simulation**: ~200 tokens per turn (configurable)\\r\\n- **Evaluation**: ~100 tokens per evaluation (existing pattern)\\r\\n- **Rate Limiting**: Built-in throttling and retry logic\\r\\n\\r\\n## \ud83d\udd12 Security & Reliability\\r\\n\\r\\n### Error Handling\\r\\n- **LLM API Failures**: Retry logic with exponential backoff\\r\\n- **Timeout Mechanisms**: Configurable timeouts per turn and total conversation\\r\\n- **Graceful Degradation**: Fallback to simpler simulation strategies\\r\\n- **Resource Limits**: Memory and execution time limits to prevent runaway conversations\\r\\n\\r\\n### Data Privacy\\r\\n- **No Persistent Storage**: Conversation data not stored beyond execution\\r\\n- **Transcript Export**: Optional full conversation export for debugging\\r\\n- **Logging Control**: Configurable debug logging levels\\r\\n\\r\\n## \ud83d\udea6 Migration Guide\\r\\n\\r\\n### For Existing Scenarios\\r\\n**No changes required!** All existing scenarios continue to work unchanged:\\r\\n\\r\\n```yaml\\r\\n# Existing scenario - works exactly as before\\r\\nrun:\\r\\n - input: \\\"Hello agent\\\"\\r\\n evaluations:\\r\\n - type: \\\"string_contains\\\"\\r\\n value: \\\"hello\\\"\\r\\n```\\r\\n\\r\\n### For Enhanced Scenarios\\r\\nGradually add conversation features to existing scenarios:\\r\\n\\r\\n```yaml\\r\\n# Enhanced scenario - adds conversation while keeping existing evaluations\\r\\nrun:\\r\\n - input: \\\"Hello agent\\\"\\r\\n conversation:\\r\\n max_turns: 2\\r\\n user_simulator:\\r\\n persona: \\\"friendly user\\\"\\r\\n objective: \\\"have brief chat\\\"\\r\\n evaluations: # Keep existing evaluations for compatibility\\r\\n - type: \\\"string_contains\\\"\\r\\n value: \\\"hello\\\"\\r\\n```\\r\\n\\r\\n### For New Conversation-First Scenarios\\r\\nCreate scenarios designed for multi-turn testing:\\r\\n\\r\\n```yaml\\r\\n# New conversation-first scenario\\r\\nrun:\\r\\n - input: \\\"I have a complex problem\\\"\\r\\n conversation:\\r\\n max_turns: 8\\r\\n user_simulator:\\r\\n persona: \\\"confused user with technical issue\\\"\\r\\n objective: \\\"get step-by-step help\\\"\\r\\n final_evaluations:\\r\\n - type: \\\"user_satisfaction\\\"\\r\\n satisfaction_threshold: 0.7\\r\\n - type: \\\"conversation_length\\\"\\r\\n optimal_turns: 5\\r\\n```\\r\\n\\r\\n## \ud83d\udcc8 Future Enhancements\\r\\n\\r\\n### Planned Features\\r\\n- **Advanced Personas**: More sophisticated user personality modeling\\r\\n- **Multi-Agent Conversations**: Support for multiple agents in conversation\\r\\n- **Emotional Intelligence**: Enhanced emotional state tracking and response\\r\\n- **Conversation Analytics**: Advanced conversation quality metrics\\r\\n- **Custom Evaluators**: Framework for custom conversation evaluators\\r\\n\\r\\n### Performance Optimizations\\r\\n- **Response Caching**: Cache common user simulation responses\\r\\n- **Parallel Processing**: Concurrent evaluation execution\\r\\n- **Streaming Transcripts**: Real-time conversation monitoring\\r\\n- **Resource Pooling**: Shared LLM connection pools\\r\\n\\r\\n## \u2705 Acceptance Criteria\\r\\n\\r\\n### Functional Requirements\\r\\n- [x] **Backward Compatibility**: All existing single-turn scenarios execute without modification\\r\\n- [x] **Multi-turn Execution**: Conversation scenarios execute successfully with realistic user simulation\\r\\n- [x] **User Simulation**: LLM generates persona-consistent, contextually appropriate responses\\r\\n- [x] **Termination Logic**: Conversation ends appropriately based on configured conditions\\r\\n- [x] **Evaluation System**: All new evaluation types provide meaningful insights\\r\\n- [x] **Matrix Testing**: Matrix scenarios support conversation parameters and execute correctly\\r\\n- [x] **Error Handling**: Graceful handling of LLM failures, timeouts, and edge cases\\r\\n\\r\\n### Performance Requirements\\r\\n- [x] **Execution Time**: Conversation scenarios complete within reasonable time limits (max 5 minutes for 8-turn conversation)\\r\\n- [x] **Memory Usage**: Memory usage remains within acceptable bounds (max 2GB for complex scenarios)\\r\\n- [x] **LLM API Usage**: Optimized token usage and rate limiting (max 1000 tokens per user simulation)\\r\\n- [x] **Resource Efficiency**: No memory leaks or resource accumulation across multiple scenarios\\r\\n\\r\\n### Quality Requirements\\r\\n- [x] **Test Coverage**: Comprehensive test coverage (unit: 90%, integration: 80%, e2e: 70%)\\r\\n- [x] **Error Handling**: Clear error messages and debugging capabilities\\r\\n- [x] **Documentation**: Well-documented examples and migration guide\\r\\n- [x] **Logging**: Comprehensive logging for debugging and monitoring\\r\\n- [x] **Metrics**: Performance metrics and conversation quality measurements\\r\\n\\r\\n## \ud83d\udd0d Testing Instructions\\r\\n\\r\\n### Manual Testing\\r\\n1. **Backward Compatibility**: Run existing scenario suite to ensure no regressions\\r\\n2. **Basic Conversation**: Test simple multi-turn conversation scenarios\\r\\n3. **Complex Personas**: Test emotional intelligence and difficult user scenarios\\r\\n4. **Matrix Testing**: Test conversation parameters in matrix scenarios\\r\\n5. **Error Scenarios**: Test timeout, LLM failure, and resource limit scenarios\\r\\n\\r\\n### Automated Testing\\r\\n```bash\\r\\n# Run all tests\\r\\nbun test\\r\\n\\r\\n# Run conversation-specific tests\\r\\nbun test --grep \\\"conversation\\\"\\r\\n\\r\\n# Run backward compatibility tests\\r\\nbun test --grep \\\"backward\\\"\\r\\n\\r\\n# Run performance tests\\r\\nbun test --grep \\\"performance\\\"\\r\\n```\\r\\n\\r\\n## \ud83d\udcda Documentation\\r\\n\\r\\n### Updated Documentation\\r\\n- **Dynamic Prompting Guide**: Comprehensive implementation guide\\r\\n- **Engineering Design**: Detailed technical design document\\r\\n- **Configuration Examples**: Real-world scenario examples\\r\\n- **Migration Guide**: Step-by-step migration instructions\\r\\n\\r\\n### New Documentation\\r\\n- **Conversation Best Practices**: Guidelines for effective conversation scenarios\\r\\n- **Persona Design Guide**: How to create realistic user personas\\r\\n- **Evaluation Strategies**: Advanced evaluation techniques for conversations\\r\\n- **Performance Tuning**: Optimization guidelines for conversation scenarios\\r\\n\\r\\n## \ud83e\udd1d Review Checklist\\r\\n\\r\\n### Code Quality\\r\\n- [ ] **TypeScript**: All code properly typed with no `any` types\\r\\n- [ ] **Error Handling**: Comprehensive error handling and edge case coverage\\r\\n- [ ] **Logging**: Appropriate logging levels and debug information\\r\\n- [ ] **Documentation**: Inline code documentation and JSDoc comments\\r\\n- [ ] **Naming**: Clear, descriptive variable and function names\\r\\n\\r\\n### Architecture\\r\\n- [ ] **Separation of Concerns**: Clear boundaries between components\\r\\n- [ ] **Dependency Management**: Proper dependency injection and loose coupling\\r\\n- [ ] **Extensibility**: Framework supports future enhancements\\r\\n- [ ] **Performance**: Efficient resource usage and optimization\\r\\n- [ ] **Security**: Proper input validation and data handling\\r\\n\\r\\n### Testing\\r\\n- [ ] **Unit Tests**: Comprehensive unit test coverage for all components\\r\\n- [ ] **Integration Tests**: End-to-end testing of conversation flows\\r\\n- [ ] **Backward Compatibility**: Existing scenarios work unchanged\\r\\n- [ ] **Performance Tests**: Resource usage and timeout validation\\r\\n- [ ] **Error Scenarios**: Failure mode testing and recovery\\r\\n\\r\\n### Documentation\\r\\n- [ ] **User Guide**: Clear instructions for using conversation features\\r\\n- [ ] **Migration Guide**: Step-by-step migration for existing scenarios\\r\\n- [ ] **API Documentation**: Complete API reference for new components\\r\\n- [ ] **Examples**: Comprehensive example scenarios\\r\\n- [ ] **Troubleshooting**: Common issues and solutions\\r\\n\\r\\n## \ud83c\udf89 Impact\\r\\n\\r\\nThis implementation significantly enhances ElizaOS scenario testing capabilities by enabling:\\r\\n\\r\\n1. **Realistic Agent Testing**: Multi-turn conversations that test real-world interaction patterns\\r\\n2. **Complex Behavior Assessment**: Evaluation of agent memory, emotional intelligence, and problem-solving\\r\\n3. **Comprehensive Coverage**: Testing scenarios previously impossible with single-turn interactions\\r\\n4. **Production Readiness**: Agent validation for complex customer support and assistance scenarios\\r\\n\\r\\nThe feature maintains full backward compatibility while providing a powerful new testing paradigm for sophisticated agent behavior evaluation.\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2025-08-26T15:22:47Z\",\n \"mergedAt\": \"2025-09-05T17:27:43Z\",\n \"additions\": 7470,\n \"deletions\": 274\n },\n {\n \"id\": \"PR_kwDOMT5cIs6nQ6oI\",\n \"title\": \"Main\",\n \"author\": \"DevGruGold\",\n \"number\": 5892,\n \"body\": \"\\r\\n\\r\\n# Relates to\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n# Risks\\r\\n\\r\\n\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\n## What kind of change is this?\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n# Documentation changes needed?\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n# Testing\\r\\n\\r\\n## Where should a reviewer start?\\r\\n\\r\\n## Detailed testing steps\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2025-09-07T18:01:30Z\",\n \"mergedAt\": null,\n \"additions\": 3476,\n \"deletions\": 662\n },\n {\n \"id\": \"PR_kwDOMT5cIs6nQ6MF\",\n \"title\": \"dev changes\",\n \"author\": \"DevGruGold\",\n \"number\": 5891,\n \"body\": \"\\r\\n\\r\\n# Relates to\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n# Risks\\r\\n\\r\\n\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\n## What kind of change is this?\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n# Documentation changes needed?\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n# Testing\\r\\n\\r\\n## Where should a reviewer start?\\r\\n\\r\\n## Detailed testing steps\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\\r\\n\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2025-09-07T17:58:30Z\",\n \"mergedAt\": null,\n \"additions\": 3053,\n \"deletions\": 572\n },\n {\n \"id\": \"PR_kwDOMT5cIs6meEtU\",\n \"title\": \"refactor: centralize business logic in server package\",\n \"author\": \"standujar\",\n \"number\": 5864,\n \"body\": \"# Relates to\\r\\n\\r\\n #5860 Refactor Eliza CLI\\r\\n \\r\\n # Risks \\r\\n \\r\\n **Low to Medium** \\r\\n - **Low**: All existing functionality maintained with backward compatibility \\r\\n - **Medium**: Large architectural change affecting core components, thoroughly tested \\r\\n \\r\\n # Background \\r\\n \\r\\n ## What does this PR do? \\r\\n \\r\\n This PR refactors the ElizaOS architecture by moving all business logic from the CLI package to the server package. The CLI becomes a thin orchestration layer that delegates to the server package, eliminating code duplication and creating a cleaner separation of concerns. \\r\\n \\r\\n **Key changes:** \\r\\n - Moved 870+ lines of business logic from CLI to server package \\r\\n - Created new `ElizaOS` orchestration class and managers (Agent, Plugin, Config) in server package \\r\\n - Simplified CLI to ~170 lines of pure delegation code \\r\\n - Removed 1,612 lines of redundant code while adding 1,211 lines of well-organized managers \\r\\n - Maintained 100% backward compatibility for all existing use cases \\r\\n \\r\\n **Files deleted from CLI:** \\r\\n - `commands/start/actions/agent-start.ts` (134 lines) \\r\\n - `commands/start/actions/server-start.ts` (118 lines) \\r\\n - `commands/start/utils/config-utils.ts` (73 lines) \\r\\n - `commands/start/utils/dependency-resolver.ts` (56 lines) \\r\\n - `commands/start/utils/loader.ts` (120 lines) \\r\\n - `commands/start/utils/plugin-utils.ts` (99 lines) \\r\\n \\r\\n **New files in server:** \\r\\n - `orchestration/ElizaOS.ts` - Main orchestration (166 lines) \\r\\n - `managers/AgentManager.ts` - Agent lifecycle (171 lines) \\r\\n - `managers/PluginLoader.ts` - Plugin management (140 lines) \\r\\n - `managers/ConfigManager.ts` - Config handling (123 lines) \\r\\n - `characters/default.ts` - Default Eliza character (271 lines) \\r\\n \\r\\n ## What kind of change is this? \\r\\n \\r\\n **Improvements** (misc. changes to existing features) - Major architectural refactoring without breaking changes \\r\\n \\r\\n # Documentation changes needed? \\r\\n \\r\\n My changes do not require a change to the project documentation. \\r\\n - The public API remains the same \\r\\n - All commands work identically \\r\\n - Internal architecture changes only \\r\\n \\r\\n # Testing \\r\\n \\r\\n ## Where should a reviewer start? \\r\\n \\r\\n 1. Review the new architecture in `packages/server/src/`: \\r\\n - `orchestration/ElizaOS.ts` - Main orchestration class \\r\\n - `managers/AgentManager.ts` - Agent lifecycle management \\r\\n - `managers/PluginLoader.ts` - Plugin loading and dependency resolution \\r\\n - `managers/ConfigManager.ts` - Configuration management \\r\\n \\r\\n 2. Check the simplified CLI in `packages/cli/src/commands/start/index.ts` \\r\\n \\r\\n ## Detailed testing steps \\r\\n \\r\\n ```bash \\r\\n # Test 1: CLI with character files (standalone mode) \\r\\n cd eliza \\r\\n bun run build \\r\\n bunx elizaos start --character characters/cartman.json \\r\\n # Verify: Agent starts successfully \\r\\n \\r\\n # Test 2: CLI within a project \\r\\n bunx elizaos create test-project --yes \\r\\n cd test-project \\r\\n bunx elizaos start \\r\\n # Verify: Project agents load and start \\r\\n \\r\\n # Test 3: Test command still works \\r\\n bunx elizaos test \\r\\n # Verify: Tests run successfully \\r\\n \\r\\n # Test 5: Build and test \\r\\n bun run build \\r\\n bun test \\r\\n # Verify: All tests passing test still passing \\r\\n ``` \\r\\n \\r\\n **Results:** \\r\\n - \u2705 Created and tested a new project outside monorepo \\r\\n - \u2705 Verified CLI works with --character flag \\r\\n - \u2705 Confirmed projects created with `elizaos create` work correctly \\r\\n - \u2705 All test and scenario commands functioning \\r\\n - \u2705 Added comprehensive unit tests for new managers\\\"\\n\\n\\n\\n## Summary by CodeRabbit\\n\\n- New Features\\n - Introduced unified server orchestration via ElizaOS, enabling simpler startup and agent management.\\n - Added a server-provided default character with environment-aware plugin loading.\\n - Ensured Ollama is always available as a fallback plugin.\\n - Added dotenv support for loading .env at startup.\\n- Refactor\\n - CLI start flow now delegates to the server for bootstrap, agent lifecycle, and character loading.\\n - Plugin parsing updated to functional APIs; centralized plugin loading and dependency resolution.\\n- Chores\\n - Updated CLI dependencies, including adding the OpenAI plugin.\\n- Tests\\n - Significant test suite updates aligning with the new orchestration and loaders.\\n\\n\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2025-09-02T14:28:47Z\",\n \"mergedAt\": null,\n \"additions\": 2238,\n \"deletions\": 1825\n },\n {\n \"id\": \"PR_kwDOMT5cIs6mf7xp\",\n \"title\": \"feat: Show action called and result in chat UI\",\n \"author\": \"tcm390\",\n \"number\": 5865,\n \"body\": \"related: https://github.com/elizaOS/eliza/issues/5831\\r\\n\\r\\nresult:\\r\\n\\r\\n\\r\\nhttps://github.com/user-attachments/assets/632831d2-819d-4ba6-96e1-57206c08b6fc\\r\\n\\r\\n\\r\\n\\r\\n# Real-time Action Execution UI with Enhanced Tool Visualization\\r\\n\\r\\n## \ud83c\udfaf Overview\\r\\n\\r\\nThis PR introduces a comprehensive **Real-time Action Execution UI System** that provides transparency and visibility into agent action execution. Users can now see actions as they happen, with detailed input/output data, status tracking, and error handling - all updated in real-time.\\r\\n\\r\\n## \u2728 Features\\r\\n\\r\\n### \ud83d\udd27 Interactive Tool Component\\r\\n- **Collapsible Tool Cards**: Each action is displayed as an expandable card showing execution details\\r\\n- **Real-time Status Updates**: Visual indicators for Processing \u2192 Ready \u2192 Completed \u2192 Error states\\r\\n- **Input/Output Display**: Formatted view of action parameters and results\\r\\n- **Error Handling**: Clear error messages and stack traces when actions fail\\r\\n\\r\\n### \ud83d\udce1 Live Action Tracking\\r\\n- **WebSocket Integration**: Real-time updates as actions progress through their lifecycle\\r\\n- **Event-Driven Architecture**: Comprehensive event system for action start/completion\\r\\n- **Status Broadcasting**: All connected clients receive live action status updates\\r\\n\\r\\n### \ud83d\udcbe Enhanced Data Persistence\\r\\n- **Action Message Storage**: Dedicated storage for action execution data\\r\\n- **Message Updates**: Ability to update existing messages with new action results\\r\\n- **Lifecycle Tracking**: Complete audit trail of action execution from start to finish\\r\\n\\r\\n## \ud83c\udfd7\ufe0f Technical Implementation\\r\\n\\r\\n### Frontend Changes\\r\\n\\r\\n#### New Components\\r\\n- **`actionTool.tsx`**: Core tool visualization component with:\\r\\n - Collapsible interface with state-based styling\\r\\n - Input/output data formatting and display\\r\\n - Error handling and status indicators\\r\\n - Accessibility features and keyboard navigation\\r\\n\\r\\n#### Enhanced Chat Interface\\r\\n- **Action Message Detection**: Automatically identifies action messages and renders them with tool UI\\r\\n- **Data Transformation**: Converts action messages to tool format with proper state mapping\\r\\n- **Seamless Integration**: Tool cards integrate naturally into the chat flow\\r\\n\\r\\n### Backend Changes\\r\\n\\r\\n#### Runtime Enhancements\\r\\n- **Action Lifecycle Events**: Enhanced `ACTION_STARTED` and `ACTION_COMPLETED` events with detailed payloads\\r\\n- **Callback System**: Added storage callback mechanism to capture action responses\\r\\n- **Event Emission**: Comprehensive event emission at action start and completion\\r\\n\\r\\n#### Database Layer\\r\\n- **New Methods**: \\r\\n - `getMessageById()`: Retrieve specific messages by ID\\r\\n - `updateMessage()`: Update existing messages with new data\\r\\n- **Message ID Handling**: Support for pre-defined message IDs in action tracking\\r\\n\\r\\n#### API Endpoints\\r\\n- **`POST /api/messaging/action`**: Create new action messages\\r\\n- **`PATCH /api/messaging/action/:id`**: Update existing action messages\\r\\n- **Enhanced Validation**: Comprehensive input validation and error handling\\r\\n\\r\\n#### Message Bus Service\\r\\n- **`notifyActionStart()`**: Broadcasts action initiation to clients\\r\\n- **`notifyActionUpdate()`**: Broadcasts action completion/updates to clients\\r\\n- **Real-time Sync**: Ensures all clients stay synchronized with action states\\r\\n\\r\\n## \ud83d\udd04 User Flow\\r\\n\\r\\n```mermaid\\r\\nsequenceDiagram\\r\\n participant U as User\\r\\n participant C as Client UI\\r\\n participant S as Server\\r\\n participant R as Runtime\\r\\n participant A as Agent Action\\r\\n \\r\\n U->>C: Sends message\\r\\n C->>S: HTTP request\\r\\n S->>R: Process message\\r\\n R->>A: Execute action\\r\\n R->>S: ACTION_STARTED event\\r\\n S->>C: WebSocket: action started\\r\\n C->>C: Show \\\"Processing\\\" tool card\\r\\n A->>R: Action completes\\r\\n R->>S: ACTION_COMPLETED event\\r\\n S->>C: WebSocket: action completed\\r\\n C->>C: Update tool card to \\\"Completed\\\"\\r\\n C->>U: Show final results\\r\\n```\\r\\n\\r\\n## \ud83d\udccb Code Changes Summary\\r\\n\\r\\n### Files Modified\\r\\n- `packages/client/src/components/chat.tsx` - Enhanced chat interface with action detection\\r\\n- `packages/client/src/hooks/use-socket-chat.ts` - Added rawMessage handling\\r\\n- `packages/client/src/lib/api-type-mappers.ts` - Enhanced message mapping with action data\\r\\n- `packages/core/src/runtime.ts` - Enhanced action lifecycle with event emission\\r\\n- `packages/core/src/types/events.ts` - Updated action event payload structure\\r\\n- `packages/plugin-bootstrap/src/index.ts` - Enhanced event handlers for action tracking\\r\\n- `packages/plugin-sql/src/base.ts` - Added message CRUD operations\\r\\n- `packages/server/src/index.ts` - Added message update method\\r\\n- `packages/server/src/api/messaging/core.ts` - New action endpoints\\r\\n- `packages/server/src/services/message.ts` - Enhanced message bus with action notifications\\r\\n\\r\\n### Files Added\\r\\n- `packages/client/src/components/actionTool.tsx` - New tool visualization component\\r\\n\\r\\n## \ud83e\uddea Testing\\r\\n\\r\\n### Manual Testing Scenarios\\r\\n1. **Action Execution**: Send a message that triggers an action and verify:\\r\\n - Tool card appears with \\\"Processing\\\" state\\r\\n - Updates to \\\"Completed\\\" when action finishes\\r\\n - Shows correct input/output data\\r\\n \\r\\n2. **Error Handling**: Trigger an action that fails and verify:\\r\\n - Tool card shows \\\"Error\\\" state\\r\\n - Error message is displayed clearly\\r\\n - No UI crashes or broken states\\r\\n\\r\\n3. **Multiple Actions**: Test scenarios with multiple actions and verify:\\r\\n - Each action gets its own tool card\\r\\n - States update independently\\r\\n - No race conditions or state conflicts\\r\\n\\r\\n### Integration Testing\\r\\n- WebSocket connection stability during action execution\\r\\n- Database consistency for action message storage\\r\\n- Event system reliability under load\\r\\n\\r\\n## \ud83d\udd0d Screenshots\\r\\n\\r\\n### Action Processing State\\r\\n```\\r\\n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\\r\\n\u2502 \ud83d\udd04 SEND_MESSAGE Processing \u2502\\r\\n\u2502 \u25bc Show Details \u2502\\r\\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\\r\\n```\\r\\n\\r\\n### Action Completed State\\r\\n```\\r\\n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\\r\\n\u2502 \u2705 SEND_MESSAGE Completed \u2502\\r\\n\u2502 \u25bc Input: \u2502\\r\\n\u2502 action: \\\"SEND_MESSAGE\\\" \u2502\\r\\n\u2502 text: \\\"Hello world\\\" \u2502\\r\\n\u2502 \u2502\\r\\n\u2502 \u25bc Output: \u2502\\r\\n\u2502 result: \\\"Message sent successfully\\\" \u2502\\r\\n\u2502 messageId: \\\"msg_123\\\" \u2502\\r\\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\\r\\n```\\r\\n\\r\\n## \ud83d\udea8 Breaking Changes\\r\\n\\r\\n**None** - This is a purely additive feature that enhances existing functionality without breaking current behavior.\\r\\n\\r\\n## \ud83c\udfaf Benefits\\r\\n\\r\\n### For Users\\r\\n- **Transparency**: Clear visibility into what the agent is doing\\r\\n- **Feedback**: Immediate indication of action progress and completion\\r\\n- **Debugging**: Easy access to action inputs, outputs, and errors\\r\\n\\r\\n### For Developers\\r\\n- **Debugging**: Comprehensive action execution logging and visualization\\r\\n- **Monitoring**: Real-time insight into agent behavior and performance\\r\\n- **Development**: Enhanced development experience with detailed action tracking\\r\\n\\r\\n### For the Platform\\r\\n- **User Experience**: Significantly improved UX with real-time feedback\\r\\n- **Reliability**: Better error handling and user communication\\r\\n- **Extensibility**: Foundation for future action-related features\\r\\n\\r\\n## \ud83d\udd2e Future Enhancements\\r\\n\\r\\nThis foundation enables future features like:\\r\\n- Action execution analytics and metrics\\r\\n- Custom action UI components for specific tools\\r\\n- Action replay and debugging tools\\r\\n- Performance monitoring and optimization insights\\r\\n\\r\\n## \u2705 Checklist\\r\\n\\r\\n- [x] Frontend tool visualization component implemented\\r\\n- [x] Backend action lifecycle tracking added\\r\\n- [x] Database layer enhanced with message CRUD operations\\r\\n- [x] API endpoints for action management created\\r\\n- [x] WebSocket integration for real-time updates\\r\\n- [x] Event system enhanced for action tracking\\r\\n- [x] Error handling implemented throughout the stack\\r\\n- [x] Manual testing completed\\r\\n- [x] Code follows ElizaOS architectural patterns\\r\\n- [x] No breaking changes introduced\\r\\n\\r\\n## \ud83d\ude80 Ready for Review\\r\\n\\r\\nThis PR is ready for review and testing. The implementation follows ElizaOS architectural principles, maintains backward compatibility, and provides a solid foundation for enhanced agent interaction visibility.\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2025-09-02T17:02:38Z\",\n \"mergedAt\": \"2025-09-02T21:07:19Z\",\n \"additions\": 796,\n \"deletions\": 68\n }\n ],\n \"codeChanges\": {\n \"additions\": 16513,\n \"deletions\": 2258,\n \"files\": 148,\n \"commitCount\": 221\n },\n \"completedItems\": [\n {\n \"title\": \"feat: scenarios dynamic prompting + spec\",\n \"prNumber\": 5824,\n \"type\": \"feature\",\n \"body\": \"# Draft Pull Request: Implement Dynamic Prompting (Multi-Turn Conversations) in ElizaOS Scenarios\\r\\n\\r\\n## \ud83c\udfaf Overview\\r\\n\\r\\nThis PR implements **Dynamic Prompting** (multi-turn conversations) in ElizaOS scenarios, enabling sophisticated testing \",\n \"files\": [\n \"ELIZA-669-Dynamic-Prompting-Ticket.md\",\n \"ELIZA-669-Implementation-Code.md\",\n \"bun.lock\",\n \"packages/cli/src/commands/scenario/DYNAMIC_PROMPTING_ENG_DESIGN.md\",\n \"packages/cli/src/commands/scenario/DYNAMIC_PROMPTING_GUIDE.md\",\n \"packages/cli/src/commands/scenario/IMPLEMENTATION_VALIDATION_REPORT.md\",\n \"packages/cli/src/commands/scenario/SCENARIO_REPORT_SPEC.md\",\n \"packages/cli/src/commands/scenario/examples/basic-conversation.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/conversation-matrix.matrix.yaml\",\n \"packages/cli/src/commands/scenario/examples/customer-support-conversation.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/emotional-intelligence.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/knowledge-transfer.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/legacy-compatibility.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/minimal-test.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/simple-test.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/technical-troubleshooting.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/working-test.scenario.yaml\",\n \"packages/cli/src/commands/scenario/index.ts\",\n \"packages/cli/src/commands/scenario/src/ConversationEvaluators.ts\",\n \"packages/cli/src/commands/scenario/src/ConversationManager.ts\",\n \"packages/cli/src/commands/scenario/src/EvaluationEngine.ts\",\n \"packages/cli/src/commands/scenario/src/LocalEnvironmentProvider.ts\",\n \"packages/cli/src/commands/scenario/src/UserSimulator.ts\",\n \"packages/cli/src/commands/scenario/src/__tests__/ConversationEvaluators.test.ts\",\n \"packages/cli/src/commands/scenario/src/__tests__/ConversationManager.test.ts\",\n \"packages/cli/src/commands/scenario/src/__tests__/UserSimulator.test.ts\",\n \"packages/cli/src/commands/scenario/src/__tests__/backwards-compatibility.test.ts\",\n \"packages/cli/src/commands/scenario/src/__tests__/e2e-integration.test.ts\",\n \"packages/cli/src/commands/scenario/src/__tests__/schema-backwards-compatibility.test.ts\",\n \"packages/cli/src/commands/scenario/src/conversation-types.ts\",\n \"packages/cli/src/commands/scenario/src/runtime-factory.ts\",\n \"packages/cli/src/commands/scenario/src/schema.ts\",\n \"packages/cli/package.json\",\n \"packages/cli/packages/cli/src/commands/scenario/_logs_/run-run-2025-08-29-001-07-41-43.json\",\n \"packages/cli/packages/cli/src/commands/scenario/_logs_/run-run-2025-08-29-001-07-42-28.json\",\n \"packages/cli/packages/cli/src/commands/scenario/_logs_/run-run-2025-08-29-001-07-43-17.json\",\n \"packages/cli/packages/cli/src/commands/scenario/_logs_/run-run-2025-08-29-001-07-47-27.json\",\n \"packages/cli/packages/cli/src/commands/scenario/_logs_/run-run-2025-08-29-001-07-51-09.json\",\n \"packages/cli/packages/cli/src/commands/scenario/_logs_/run-run-2025-08-29-001-07-52-30.json\",\n \".cursor\",\n \".gitignore\",\n \"packages/cli/src/commands/report/generate.ts\",\n \"packages/cli/src/commands/scenario/docs/README.md\",\n \"packages/cli/src/commands/scenario/docs/scenario-runner-spec.md\",\n \"packages/cli/src/commands/scenario/docs/scenarios.md\",\n \"packages/cli/src/commands/scenario/examples/test-github-issues.scenario.yaml\",\n \"packages/cli/src/commands/scenario/src/E2BEnvironmentProvider.ts\",\n \"packages/cli/src/commands/scenario/src/EnhancedEvaluationEngine.ts\",\n \"packages/cli/src/commands/scenario/src/TrajectoryReconstructor.ts\",\n \"packages/cli/src/commands/scenario/src/matrix-orchestrator.ts\",\n \"packages/cli/src/commands/scenario/docs/file-format-spec.md\",\n \"packages/cli/src/commands/scenario/examples/analyze-past-trade.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/answer-roadmap-questions.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/check-coinbase-balance.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/debug-llm-judge.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/enhanced-demo.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/llm-judge-test.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/llm-judge-with-capabilities.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/test-basic.scenario.yaml\",\n \"packages/cli/src/commands/scenario/examples/trajectory-demo.scenario.yaml\"\n ]\n },\n {\n \"title\": \"fix: logger debug level & style\",\n \"prNumber\": 5849,\n \"type\": \"bugfix\",\n \"body\": \"# Relates to\\r\\n\\r\\n\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow. This change only affects logging output presentation and fixes a bug with debug level logging. No functional changes to core \",\n \"files\": [\n \"packages/core/src/logger.ts\",\n \"packages/core/src/runtime.ts\",\n \"packages/cli/tests/commands/agent.test.ts\",\n \"packages/cli/tests/commands/plugins.test.ts\",\n \"packages/core/src/__tests__/runtime.test.ts\"\n ]\n },\n {\n \"title\": \"fix: resolve build warnings and CSS syntax errors\",\n \"prNumber\": 5851,\n \"type\": \"bugfix\",\n \"body\": \"## Problem\\r\\nBuild was generating warnings:\\r\\n- CSS syntax errors from empty `:is()` selectors in webkit scrollbar styles\\r\\n- Missing asset reference in CLI build \\r\\n- Bundle size warnings\\r\\n\\r\\n## Solution\\r\\n- Remove dead reference to non-existen\",\n \"files\": [\n \"packages/cli/build.ts\",\n \"packages/client/src/components/secret-panel.tsx\",\n \"packages/client/src/index.css\",\n \"packages/client/vite.config.ts\",\n \"bun.lock\",\n \"packages/client/cypress.config.cjs\",\n \"packages/client/cypress/e2e/03-spa-routing.cy.ts\",\n \"packages/client/cypress/support/component.ts\",\n \"packages/client/cypress/support/e2e.ts\",\n \"packages/client/package.json\",\n \"packages/client/scripts/test-e2e-with-server.sh\",\n \"packages/client/vite.config.cypress.ts\"\n ]\n },\n {\n \"title\": \"fix(discord): Enable image generation in Discord channels\",\n \"prNumber\": 5861,\n \"type\": \"bugfix\",\n \"body\": \"related: https://github.com/elizaOS/eliza/issues/5809\\r\\n\\r\\nresult:\\r\\n\\r\\n\\r\\n\\\"Screenshot\\r\\n\\r\\n\\r\\n# F\",\n \"files\": [\n \"packages/plugin-bootstrap/src/actions/imageGeneration.ts\",\n \"packages/plugin-bootstrap/src/index.ts\"\n ]\n },\n {\n \"title\": \"fix: minor docker improvements project-tee-starter\",\n \"prNumber\": 5859,\n \"type\": \"bugfix\",\n \"body\": \"these are just some minor improvements to the docker-related stuff in project-tee-starter to match what's in project-starter. specifically:\\r\\n\\r\\n1. add DOCKER_IMAGE to .env.example -- it should be there as its req for docker deployments\\r\\n2. h\",\n \"files\": [\n \"packages/project-tee-starter/.env.example\",\n \"packages/project-tee-starter/docker-compose.yaml\"\n ]\n },\n {\n \"title\": \"fix: add docker files to project-starter\",\n \"prNumber\": 5858,\n \"type\": \"bugfix\",\n \"body\": \"this is a pr to add dockerization to project-starter. so now users can do local project development , create a docker image, and then deploy it to the cloud provider of their choice. \\r\\n\\r\\nfor example with phala, users can do it all from the \",\n \"files\": [\n \"packages/project-starter/.dockerignore\",\n \"packages/project-starter/.env.example\",\n \"packages/project-starter/Dockerfile\",\n \"packages/project-starter/docker-compose.yaml\",\n \"packages/project-tee-starter/.env.example\",\n \"packages/project-tee-starter/docker-compose.yaml\"\n ]\n },\n {\n \"title\": \"feat: Embeds CLI version into build output\",\n \"prNumber\": 5869,\n \"type\": \"feature\",\n \"body\": \"## \ud83d\udc1b Fix: NPM CLI Package Runtime Path Resolution Issue\\n\\n### Problem\\nThe published NPM package `@elizaos/cli@1.4.3-alpha.0` was failing with the following error when users tried to run `elizaos create` or `elizaos start`:\\n\\n```\\nError: Canno\",\n \"files\": [\n \"bun.lock\",\n \"packages/cli/.gitignore\",\n \"packages/cli/build.ts\",\n \"packages/cli/src/scripts/generate-version.ts\",\n \"packages/cli/src/utils/copy-template.ts\",\n \"packages/cli/src/utils/display-banner.ts\",\n \"packages/cli/src/utils/user-environment.ts\"\n ]\n },\n {\n \"title\": \"docs: fix broken path\",\n \"prNumber\": 5866,\n \"type\": \"bugfix\",\n \"body\": \"fixed broken path in readme\",\n \"files\": [\n \"packages/project-tee-starter/README.md\"\n ]\n },\n {\n \"title\": \"feat: Show action called and result in chat UI\",\n \"prNumber\": 5865,\n \"type\": \"feature\",\n \"body\": \"related: https://github.com/elizaOS/eliza/issues/5831\\r\\n\\r\\nresult:\\r\\n\\r\\n\\r\\nhttps://github.com/user-attachments/assets/632831d2-819d-4ba6-96e1-57206c08b6fc\\r\\n\\r\\n\\r\\n\\r\\n# Real-time Action Execution UI with Enhanced Tool Visualization\\r\\n\\r\\n## \ud83c\udfaf Overview\\r\",\n \"files\": [\n \"packages/client/src/components/actionTool.tsx\",\n \"packages/client/src/components/chat.tsx\",\n \"packages/client/src/hooks/use-socket-chat.ts\",\n \"packages/client/src/lib/api-type-mappers.ts\",\n \"packages/core/src/runtime.ts\",\n \"packages/core/src/types/events.ts\",\n \"packages/plugin-bootstrap/src/index.ts\",\n \"packages/plugin-sql/src/base.ts\",\n \"packages/server/src/api/messaging/core.ts\",\n \"packages/server/src/index.ts\",\n \"packages/server/src/services/message.ts\"\n ]\n },\n {\n \"title\": \"feat: Adds alpha NPM release workflow\",\n \"prNumber\": 5863,\n \"type\": \"feature\",\n \"body\": \"# \ud83d\ude80 NPM Alpha Release Workflow - Updated Configuration\\r\\n\\r\\n## Summary\\r\\n\\r\\nThis PR updates the NPM alpha release workflow to improve deployment reliability, enforce better quality control, and ensure consistent tooling throughout the CI/CD pi\",\n \"files\": [\n \".github/workflows/npm-alpha.yml\",\n \"package.json\"\n ]\n },\n {\n \"title\": \"feat: Unifies release workflow for NPM packages\",\n \"prNumber\": 5877,\n \"type\": \"feature\",\n \"body\": \"## \ud83d\udccb PR: Unify NPM Release Workflows with Alpha Pattern\\n\\n### Summary\\nThis PR aligns all NPM release workflows with the successful pattern established in the `npm-alpha.yml` workflow, creating a unified and maintainable release pipeline.\\n\\n#\",\n \"files\": [\n \".github/workflows/npm-alpha.yml\",\n \".github/workflows/pre-release.yml\",\n \".github/workflows/release.yaml\",\n \"package.json\"\n ]\n },\n {\n \"title\": \"fix(cli): fix port detection for automatic fallback\",\n \"prNumber\": 5876,\n \"type\": \"bugfix\",\n \"body\": \" # Risks\\r\\n\\r\\n Low risk. This fix improves error handling and prevents the CLI from crashing when default port is occupied.\\r\\n\\r\\n # Background\\r\\n\\r\\n ## What does this PR do?\\r\\n\\r\\n This PR fixes the port detection mechanism in the ElizaOS CLI to\",\n \"files\": [\n \"packages/cli/src/commands/start/actions/server-start.ts\",\n \"packages/cli/src/utils/__tests__/port-handling.test.ts\",\n \"packages/cli/src/utils/port-handling.ts\"\n ]\n },\n {\n \"title\": \"fix: simplify alpha CLI tests to run basic smoke tests\",\n \"prNumber\": 5875,\n \"type\": \"bugfix\",\n \"body\": \"## Problem\\n\\nThe alpha CLI tests workflow was overly complex and fragile:\\n- Running full TypeScript test suites that may not be compatible with the published alpha package\\n- Complex setup with shims and cross-env dependencies\\n- Tests were to\",\n \"files\": [\n \".github/workflows/alpha-cli-tests.yml\"\n ]\n },\n {\n \"title\": \"feat: Update bun to latest version 1.2.21 across monorepo\",\n \"prNumber\": 5874,\n \"type\": \"feature\",\n \"body\": \"## \ud83d\ude80 Update Bun to Latest Version 1.2.21\\n\\n### Problem\\nThe ElizaOS monorepo was using inconsistent and outdated versions of Bun across different packages and GitHub workflows:\\n- Root package.json: bun@1.2.15, @types/bun: 'latest'\\n- CLI pack\",\n \"files\": [\n \".devcontainer/devcontainer.json\",\n \".github/workflows/alpha-cli-tests.yml\",\n \".github/workflows/cli-tests.yml\",\n \".github/workflows/client-cypress-tests.yml\",\n \".github/workflows/jsdoc-automation.yml\",\n \".github/workflows/npm-alpha.yml\",\n \".github/workflows/tauri-ci.yml\",\n \".github/workflows/update-news.yml\",\n \"package.json\",\n \"packages/api-client/package.json\",\n \"packages/cli/package.json\",\n \"packages/core/package.json\",\n \"packages/plugin-bootstrap/package.json\"\n ]\n },\n {\n \"title\": \"feat: Add alpha CLI tests workflow with NPM dependency\",\n \"prNumber\": 5873,\n \"type\": \"feature\",\n \"body\": \"## Summary\\n\\nThis PR introduces a new GitHub Actions workflow to test the published alpha version of the CLI package, ensuring the npm-published version works correctly across different platforms.\\n\\n## Problem\\n\\nPreviously, there was no automa\",\n \"files\": [\n \".devcontainer/devcontainer.json\",\n \".github/workflows/alpha-cli-tests.yml\",\n \".github/workflows/cli-prod-validation.yml\",\n \".github/workflows/cli-tests.yml\",\n \".github/workflows/client-cypress-tests.yml\",\n \".github/workflows/daily-code-quality-analysis.yml\",\n \".github/workflows/jsdoc-automation.yml\",\n \".github/workflows/npm-alpha.yml\",\n \".github/workflows/tauri-ci.yml\",\n \".github/workflows/update-news.yml\",\n \"package.json\",\n \"packages/api-client/package.json\",\n \"packages/cli/package.json\",\n \"packages/core/package.json\",\n \"packages/plugin-bootstrap/package.json\"\n ]\n },\n {\n \"title\": \"fix: crypto-browserify dependency issue\",\n \"prNumber\": 5872,\n \"type\": \"bugfix\",\n \"body\": \"## Problem\\nThe @elizaos/core package was failing with the error:\\n\\n\\n## Root Cause\\nThe file was importing from for encryption/decryption operations, but was only listed as an external dependency in the build configuration (), not as a pro\",\n \"files\": [\n \"bun.lock\",\n \"packages/core/build.ts\",\n \"packages/core/package.json\",\n \"packages/core/src/__tests__/runtime.test.ts\"\n ]\n },\n {\n \"title\": \"chore: Bump to 1.5.5-alpha.1\",\n \"prNumber\": 5871,\n \"type\": \"other\",\n \"body\": \"This PR bumps the version across the entire monorepo from 1.4.3-alpha.6 to 1.5.5-alpha.1.\\n\\n## Changes Made\\n\\n### Version Updates\\n- Updated version in from 1.4.3-alpha.6 to 1.5.5-alpha.1\\n- Updated version in all package.json files across the\",\n \"files\": [\n \"lerna.json\",\n \"packages/api-client/package.json\",\n \"packages/cli/package.json\",\n \"packages/config/package.json\",\n \"packages/core/package.json\",\n \"packages/plugin-bootstrap/package.json\",\n \"packages/plugin-dummy-services/package.json\",\n \"packages/plugin-sql/package.json\",\n \"packages/server/package.json\",\n \"packages/test-utils/package.json\"\n ]\n },\n {\n \"title\": \"fix: Unhandled Promise in Action Update\",\n \"prNumber\": 5870,\n \"type\": \"bugfix\",\n \"body\": \"related: https://github.com/elizaOS/eliza/pull/5865#discussion_r2317180747\",\n \"files\": [\n \"packages/plugin-bootstrap/src/index.ts\"\n ]\n },\n {\n \"title\": \"refactor: Move standalone files to examples directory\",\n \"prNumber\": 5880,\n \"type\": \"refactor\",\n \"body\": \"## Problem\\n\\nThe root directory of the project contained two standalone example files ( and ) that were cluttering the root directory structure. These files are example implementations rather than core project files and should be properly or\",\n \"files\": [\n \".gitignore\",\n \"examples/standalone-cli-chat.ts\",\n \"examples/standalone.ts\"\n ]\n },\n {\n \"title\": \"feat: Add standalone CLI chat interface with improved UX\",\n \"prNumber\": 5879,\n \"type\": \"feature\",\n \"body\": \"## Changes\\n- Add new standalone CLI chat interface (`standalone-cli-chat.ts`)\\n- Enhanced interactive chat experience with improved UX\\n- Version alignment to 1.5.8-alpha.1 across all packages\\n- Updated TypeScript configuration\\n\\n## Features A\",\n \"files\": [\n \"standalone-cli-chat.ts\"\n ]\n },\n {\n \"title\": \"fix: Add DOM types to TypeScript configuration\",\n \"prNumber\": 5878,\n \"type\": \"bugfix\",\n \"body\": \"## Problem\\n\\nThe build was failing with TypeScript compilation errors in `packages/core/src/utils/server-health.ts`:\\n\\n```\\nsrc/utils/server-health.ts(41,22): error TS2339: Property 'abort' does not exist on type 'AbortController'.\\nsrc/utils/s\",\n \"files\": [\n \"tsconfig.json\"\n ]\n },\n {\n \"title\": \"fix: LOG_JSON_FORMAT not working\",\n \"prNumber\": 5885,\n \"type\": \"bugfix\",\n \"body\": \"# Risks\\r\\n- Low: Minimal code added, extensive testing, backwards compatible, no interface changes.\\r\\n\\r\\n# Background\\r\\n- When LOG_JSON_FORMAT=true, you will get the following error when trying to use logger:\\r\\n```\\r\\n\ud83d\udca9\ud83d\udca9\ud83d\udca9 $ elizaos dev\\r\\nwarn: A\",\n \"files\": [\n \"packages/core/src/__tests__/logger-browser-node.test.ts\",\n \"packages/core/src/__tests__/logger.test.ts\",\n \"packages/core/src/logger.ts\"\n ]\n },\n {\n \"title\": \"fix: Prevent excessive SECRET_SALT error logging\",\n \"prNumber\": 5884,\n \"type\": \"bugfix\",\n \"body\": \"## Problem\\n\\nThe application was logging 'SECRET_SALT is not set or using default value' error multiple times during startup, causing excessive log noise. This happens because:\\n\\n1. The `getSalt()` function logs an error every time it's calle\",\n \"files\": [\n \"packages/core/src/__tests__/settings.test.ts\",\n \"packages/core/src/settings.ts\"\n ]\n },\n {\n \"title\": \"fix: add SERVER_HOST support to dev command\",\n \"prNumber\": 5883,\n \"type\": \"bugfix\",\n \"body\": \"# Risks \",\n \"files\": [\n \"packages/cli/src/commands/dev/actions/dev-server.ts\",\n \"packages/cli/src/commands/scenario/src/runtime-factory.ts\",\n \"packages/cli/src/commands/test/actions/e2e-tests.ts\"\n ]\n },\n {\n \"title\": \"fix: Scope npmPackage field for registry entries\",\n \"prNumber\": 5882,\n \"type\": \"bugfix\",\n \"body\": \"(related to issue #5813)\\r\\n\\r\\na bug got introduced resulting in incorrect construction of the npmPackages value. This is causing a malformed addition to the registry when users do elizaos publish, specifically, it is constructing the npmPacka\",\n \"files\": [\n \"packages/cli/src/commands/publish/actions/npm-publish.ts\",\n \"packages/cli/src/utils/publisher.ts\",\n \"packages/cli/tests/commands/publish.test.ts\"\n ]\n },\n {\n \"title\": \"feat: dev cli fix, logging cleanup, file watching optz.\",\n \"prNumber\": 5881,\n \"type\": \"feature\",\n \"body\": \"This pull request introduces several improvements to development workflow and logging, with a major focus on enhancing the developer experience for monorepo and project setups that include a client UI. The most significant change is the add\",\n \"files\": [\n \"build-utils.ts\",\n \"bun.lock\",\n \"packages/cli/build.ts\",\n \"packages/cli/src/commands/dev/actions/dev-server.ts\",\n \"packages/cli/src/commands/dev/types.ts\",\n \"packages/cli/src/commands/dev/utils/file-watcher.ts\",\n \"packages/core/build.ts\",\n \"packages/plugin-quick-starter/build.ts\",\n \"packages/plugin-starter/build.ts\",\n \"packages/project-starter/build.ts\",\n \"packages/project-tee-starter/build.ts\",\n \"packages/server/build.ts\",\n \"scripts/dev-watch.js\"\n ]\n },\n {\n \"title\": \"fix: use user's request for image generation instead of agent profile\",\n \"prNumber\": 5888,\n \"type\": \"bugfix\",\n \"body\": \"# Relates to\\r\\n\\r\\n Fix for image generation action generating agent images instead of user-requested images\\r\\n\\r\\n # Risks\\r\\n\\r\\n Low - Only changes the prompt template for image generation, no breaking changes to API or functionality\\r\\n\\r\\n # Bac\",\n \"files\": [\n 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Their work primarily involved code and configuration changes, with a focus on other work and tests.\", \"2025-09-07T23:10:46.636Z\"]\n[\"borisudovicic_day_2025-09-02\", \"borisudovicic\", \"day\", \"2025-09-02\", \"borisudovicic: Focused on improving observability, creating an issue for an \\\"Observability GUI for event runs\\\" in elizaos/eliza#5868.\", \"2025-09-07T23:10:46.678Z\"]\n[\"ChristopherTrimboli_day_2025-09-04\", \"ChristopherTrimboli\", \"day\", \"2025-09-04\", \"ChristopherTrimboli: Focused on significant refactoring efforts, modifying 35 files with 5 commits (+712/-776 lines) across various file types, indicating a primary focus on refactor and other work.\", \"2025-09-07T23:10:46.712Z\"]\n[\"DevGruGold_day_2025-09-02\", \"DevGruGold\", \"day\", \"2025-09-02\", \"DevGruGold: Focused on bugfix work, making a single commit that modified one file with a net change of zero lines.\", \"2025-09-07T23:10:46.743Z\"]\n[\"claude_day_2025-09-03\", \"claude\", \"day\", \"2025-09-03\", \"claude: No activity today.\", \"2025-09-07T23:10:46.773Z\"]\n[\"monilpat_day_2025-09-04\", \"monilpat\", \"day\", \"2025-09-04\", \"monilpat: Modified 84 files with 4 commits, resulting in +3239/-2024 lines of changes, indicating significant code modifications focused on other work. They also provided 6 PR comments, contributing to code review and collaboration.\", \"2025-09-07T23:10:46.834Z\"]\n[\"wtfsayo_day_2025-09-04\", \"wtfsayo\", \"day\", \"2025-09-04\", \"wtfsayo: Focused on feature development, notably adding a standalone CLI chat interface with improved UX in elizaos/eliza via PR #5879, alongside a bug fix and a refactor. Their work primarily involved feature and bugfix contributions to code and configuration files.\", \"2025-09-07T23:10:46.841Z\"]\n[\"0xbbjoker_day_2025-09-05\", \"0xbbjoker\", \"day\", \"2025-09-05\", \"0xbbjoker: No activity today.\", \"2025-09-07T23:10:47.049Z\"]\n[\"ChristopherTrimboli_day_2025-09-03\", \"ChristopherTrimboli\", \"day\", \"2025-09-03\", \"ChristopherTrimboli: Focused on unifying the release workflow for NPM packages, successfully merging elizaos/eliza#5877 which involved substantial changes across 535 files. Their primary focus was on configuration-related work.\", \"2025-09-07T23:10:47.081Z\"]\n[\"1BDO_day_2025-09-03\", \"1BDO\", \"day\", \"2025-09-03\", \"1BDO: Focused on configuration updates, submitting one commit that modified a single config file (+2/-1 lines) and opened PR elizaos-plugins/registry#218 to add a new plugin to the registry, while also commenting on two issues.\", \"2025-09-07T23:10:47.083Z\"]\n[\"standujar_day_2025-09-03\", \"standujar\", \"day\", \"2025-09-03\", \"standujar: Focused on improving the CLI experience by merging a significant bug fix in elizaos/eliza via PR #5876, which addressed port detection for automatic fallback. They also initiated work on expanding the plugin registry by opening a new PR in elizaos-plugins/registry.\", \"2025-09-07T23:10:47.088Z\"]\n[\"claude_day_2025-09-05\", \"claude\", \"day\", \"2025-09-05\", \"claude: No code changes were made today, with activity focused on a single review containing 15 comments.\", \"2025-09-07T23:10:47.089Z\"]\n[\"0xbbjoker_day_2025-09-02\", \"0xbbjoker\", \"day\", \"2025-09-02\", \"0xbbjoker: Focused on expanding the plugin registry, opening two PRs (elizaos-plugins/registry#216, elizaos-plugins/registry#215) to add a new plugin, and also contributed to tests work by modifying a config file.\", \"2025-09-07T23:10:47.130Z\"]\n[\"tcm390_day_2025-09-03\", \"tcm390\", \"day\", \"2025-09-03\", \"tcm390: Focused on bug resolution, merging a significant fix for an unhandled promise in elizaos/eliza via PR #5870, which involved modifying 32 files with a net change of +262 lines. Their work primarily centered on other work and bugfix work.\", \"2025-09-07T23:10:47.199Z\"]\n[\"MozirDmitriy_day_2025-09-02\", \"MozirDmitriy\", \"day\", \"2025-09-02\", \"MozirDmitriy: Focused on documentation improvements, merging a bugfix in elizaos/eliza via PR #5866 to correct a broken path. Their work primarily involved a small documentation change.\", \"2025-09-07T23:10:47.202Z\"]\n[\"borisudovicic_day_2025-09-05\", \"borisudovicic\", \"day\", \"2025-09-05\", \"borisudovicic: Created one issue, elizaos/eliza#5886, to report a broken logger, indicating a focus on identifying and addressing system stability concerns.\", \"2025-09-07T23:10:47.240Z\"]\n[\"ChristopherTrimboli_day_2025-09-05\", \"ChristopherTrimboli\", \"day\", \"2025-09-05\", \"ChristopherTrimboli: Focused on development tooling and logging improvements, merging a significant PR in elizaos/eliza (#5881) that included a dev CLI fix, logging cleanup, and file watching optimizations. Their code changes primarily focused on other work, tests, and refactoring.\", \"2025-09-07T23:10:47.280Z\"]\n[\"monilpat_day_2025-09-02\", \"monilpat\", \"day\", \"2025-09-02\", \"monilpat: Focused on refactoring and other work, modifying 36 files with 1149 additions and 409 deletions across 11 commits, and provided 4 review comments on pull requests.\", \"2025-09-07T23:10:47.449Z\"]\n[\"jonathanprozzi_day_2025-09-02\", \"jonathanprozzi\", \"day\", \"2025-09-02\", \"jonathanprozzi: Focused on enhancing system observability by opening a new feature PR, elizaos/eliza#5867, to add Sentry Node telemetry support, and provided 2 comments on PRs.\", \"2025-09-07T23:10:47.533Z\"]\n[\"objp2_day_2025-09-02\", \"objp2\", \"day\", \"2025-09-02\", \"objp2: Focused on strategic planning by creating a new issue, elizaos/eliza#5862, to initiate \\\"Matrix Platform Integration.\\\"\", \"2025-09-07T23:10:47.563Z\"]\n[\"monilpat_day_2025-09-05\", \"monilpat\", \"day\", \"2025-09-05\", \"monilpat: No activity today.\", \"2025-09-07T23:10:47.589Z\"]\n[\"1BDO_day_2025-09-05\", \"1BDO\", \"day\", \"2025-09-05\", \"1BDO: No activity today.\", \"2025-09-07T23:10:47.664Z\"]\n[\"wtfsayo_day_2025-09-06\", \"wtfsayo\", \"day\", \"2025-09-06\", \"wtfsayo: Focused on bugfix work, modifying 103 files with 4 commits (+10109/-1421 lines), indicating significant code changes across various file types.\", \"2025-09-07T23:10:55.091Z\"]\n[\"0xbbjoker_day_2025-09-06\", \"0xbbjoker\", \"day\", \"2025-09-06\", \"0xbbjoker: No activity today.\", \"2025-09-07T23:10:55.047Z\"]\n[\"standujar_day_2025-09-06\", \"standujar\", \"day\", \"2025-09-06\", \"standujar: Focused on bug resolution, merging a fix in elizaos/eliza (#5888) that corrected image generation logic by using the user's request. This work primarily involved code changes to address a specific bug.\", \"2025-09-07T23:10:55.300Z\"]\n[\"DarrenZal_day_2025-09-06\", \"DarrenZal\", \"day\", \"2025-09-06\", \"DarrenZal: Focused on product enhancement by creating and closing a feature request for native web fetching capability for agents in elizaos/eliza (#5889).\", \"2025-09-07T23:10:54.941Z\"]\n[\"wtfsayo_day_2025-09-03\", \"wtfsayo\", \"day\", \"2025-09-03\", \"wtfsayo: Focused on foundational improvements and bug fixes, notably updating Bun to the latest version across the monorepo via elizaos/eliza#5874 and addressing a `crypto-browserify` dependency issue in elizaos/eliza#5872. Their work also included significant test enhancements, as evidenced by the addition of alpha CLI tests workflow in elizaos/eliza#5873 and subsequent simplifications in elizaos/eliza#5875, primarily impacting configuration and test files.\", \"2025-09-07T23:10:47.889Z\"]\n[\"yungalgo_day_2025-09-06\", \"yungalgo\", \"day\", \"2025-09-06\", \"yungalgo: Focused on resolving compilation issues, merging a fix in elizaos/eliza via PR #5887 to address TypeScript errors during builds. They also initiated work on plugin registry integration, as evidenced by an open PR in elizaos-plugins/registry.\", \"2025-09-07T23:10:55.201Z\"]\n[\"standujar_day_2025-09-02\", \"standujar\", \"day\", \"2025-09-02\", \"standujar: Focused on significant refactoring and bug fixes, evidenced by an open PR to centralize business logic in the server package (elizaos/eliza#5864) and substantial code changes across 51 files (+2287/-1870 lines), primarily in bugfix (43%) and refactor (36%) work.\", \"2025-09-07T23:10:47.927Z\"]\n[\"standujar_day_2025-09-05\", \"standujar\", \"day\", \"2025-09-05\", \"standujar: Focused on developer experience, merging a fix in elizaos/eliza#5883 to add `SERVER_HOST` support to the dev command, while also engaging in code reviews and issue discussions. Their code changes primarily focused on refactoring and bug fixes across code and test files.\", \"2025-09-07T23:10:47.980Z\"]\n[\"tcm390_day_2025-09-02\", \"tcm390\", \"day\", \"2025-09-02\", \"tcm390: Focused on enhancing the chat UI, successfully merging elizaos/eliza#5865 which significantly improved the user experience by displaying action calls and results. This work primarily involved code changes across 20 files, demonstrating a focus on feature development.\", \"2025-09-07T23:10:48.032Z\"]\n[\"wookosh_day_2025-09-05\", \"wookosh\", \"day\", \"2025-09-05\", \"wookosh: Focused on resolving a critical bug, merging elizaos/eliza#5885 to fix the `LOG_JSON_FORMAT` issue, demonstrating a primary focus on tests and other code work.\", \"2025-09-07T23:10:48.088Z\"]\n[\"standujar_day_2025-09-07\", \"standujar\", \"day\", \"2025-09-07\", \"standujar: Focused on feature work, opening PR #5890 in elizaos/eliza to transform local file paths to API URLs for the web client, contributing 680 new lines of code and commenting on 2 PRs.\", \"2025-09-07T23:10:55.172Z\"]\n[\"wtfsayo_day_2025-09-05\", \"wtfsayo\", \"day\", \"2025-09-05\", \"wtfsayo: Focused on bug resolution, merging a fix in elizaos/eliza#5884 to prevent excessive error logging. Their work today involved significant code changes across 256 files, with an even split between code and test files, primarily addressing bug fixes.\", \"2025-09-07T23:10:48.108Z\"]\n[\"yungalgo_day_2025-09-02\", \"yungalgo\", \"day\", \"2025-09-02\", \"yungalgo: Today, yungalgo focused on bugfix work, making 1 commit that modified 2 files with a net change of +22 lines, and provided 1 review comment.\", \"2025-09-07T23:10:48.110Z\"]\n[\"wtfsayo_day_2025-09-02\", \"wtfsayo\", \"day\", \"2025-09-02\", \"wtfsayo: Focused on significant bugfix work, modifying 766 files across 22 commits with a net reduction of over 6,000 lines, and provided one PR comment.\", \"2025-09-07T23:10:48.111Z\"]\n[\"DevGruGold_day_2025-09-07\", \"DevGruGold\", \"day\", \"2025-09-07\", \"DevGruGold: Focused on upcoming changes, with two open pull requests in elizaos/eliza, \\\"Main\\\" (#5892) and \\\"dev changes\\\" (#5891), and provided 3 PR comments.\", \"2025-09-07T23:10:55.134Z\"]\n[\"yungalgo_day_2025-09-05\", \"yungalgo\", \"day\", \"2025-09-05\", \"yungalgo: Focused on registry updates, merging a significant PR in elizaos/eliza (#5882) that scoped npmPackage fields for registry entries, and also opened ten PRs to add new plugins to the registry. Their code changes primarily involved configuration files.\", \"2025-09-07T23:10:48.286Z\"]" ] }