---
# System prepended metadata

title: Cohort 8 Ideas

---

# Cohort 8 Ideas

## meeting notes
GUI interface for Chat with Raidguild/Cohort

## idea brainstorm
**raidguild website chat interfaces** (EC is doing something related to this)
- talk to the handbook / dao / hackmd / github
- onboarding helper
- workshops around
- email flows
- cohort host/onboarding 
- cohort dungeon academy

**non technical participation**
- prompt help
- gather knowledge expert information/docs
- design agent workflows (example client relations/onboarding/escrow)
- eliza agent chracter files
    - bio
    - lore
    - sample Q/A, social posts
    - personality
- chat interface icons/UI/UX
- social identity (twitter banner etc)

> archive . org has good info for creating characters (older authors work is in public domain)

Here are some ideas for the open hack portion of the cohort that align with creating meta agent and AI tools for Raid Guild or the cohort itself:

### **Product Development Tools**
1. **AI-Powered Proposal Generator**: (Pupcakes is doing governance related things similar to internally with TOAD Project) An AI agent that helps generate project proposals, estimates, and timelines based on client inputs and templates.
    - chat with the google sheet estimator we used to have
    - 
3. **Feature Prioritization Assistant**: An AI tool that analyzes project specs and client priorities to recommend MVP features.
    - this could also be a chat work flow or SOP that clerics could use
5. **Design Feedback Bot**: An agent that provides feedback on mockups or wireframes using user experience principles.
    - Create user flow diagrams (something like mermaid.ai)

### **Client Management**
4. **Client Intake AI Assistant**: Automates the client onboarding process, gathering details and syncing them into project management tools like Notion or Trello.
    - Raidguild.org chat bubble that opens a chat window, determins intent of the visitor (join/hire/info) creates a new record in client submissions etc
6. **Client Health Tracker**: A dashboard with AI-driven insights into project status, milestones, and client satisfaction metrics.
    - potentianl DM analyisis
8. **Follow-Up Email Generator**: A tool to generate personalized follow-up emails based on client interactions or missed deadlines.

### **Project Management**
7. **AI Task Manager**: An agent that converts meeting notes into actionable tasks, assigns them to team members, and tracks progress.
    - record and transcibe kick off meetings to suggest potential timelines and tasks
9. **Time Tracker AI**: Monitors project activities and helps identify bottlenecks or inefficiencies in workflows.
10. **Retrospective Summarizer**: A bot that generates summaries and action points from retrospective meetings.
    - A retro form that people can do asyc, example "what went well", "what didn't", help the user expand on their answers
    - A group chat that works in the same way, more collaborative 
    - discord channel and bot that talks about specific verticals
    - Scrape Discord channel for insights for retro, there are bots that do it. 


### **Social Engagement**
10. **Guild Social Media Strategist**: An agent that analyzes engagement metrics and suggests content ideas or posting schedules for Raid Guild's platforms.
    - create a list of potential tweets from data in handbook/disord/dao 
12. **Community Pulse AI**: Tracks sentiment and activity in Discord or social media channels to provide insights into community engagement.
13. **Content Amplifier**: (TW did some research on this) An AI tool that repurposes content like blog posts, tweets, or Discord messages into multiple formats for broader reach.
13a. Agent takes a mock-up from Figma and deploys a website. Tools that work with Figma/Webflow etc. (plugins etc.)

### **Sales**
13. **Lead Qualification Agent**: An AI assistant that analyzes incoming client requests to score and prioritize leads based on budget, scope, and alignment with Raid Guild values.
14. **Sales Pitch Generator**: Automates the creation of tailored pitch decks or presentations based on client needs and previous successful projects.
15. **CRM Enhancement Tool**: AI integration into existing CRM systems to predict lead behavior and suggest follow-ups.

### **Reputation**
16. **Reputation Ledger**: A blockchain-integrated system that tracks contributions, projects, and social engagements to build and display member reputations.
17. **Peer Review Agent**: A tool for guild members to give constructive feedback or endorsements for each other’s work, contributing to reputation scores.
18. **Guild Member Highlights AI**: Automatically generates posts or emails highlighting significant member achievements and contributions.

### **Cohort-Specific Tools**
19. **Cohort Feedback Agent**: A bot that collects real-time feedback from participants during events and provides actionable insights to organizers.
20. **Dynamic Pairing Tool**: AI that matches cohort members for pair programming or team-building exercises based on skills and interests.
21. **Cohort Knowledge Graph**: A tool that maps out the skills, resources, and projects in the cohort, making it easier to collaborate.

### **Other Ideas Bucket**
22. Ideas for parsing and charting/graphing data from the natural world.
23. Group of persons who have lost their jobs to AI, create and AI that will create a UBI for them.
24. 


These hacks not only create practical tools but also showcase the cohort’s creativity and skills. Let me know if you'd like more details on any of these!

**open hack sessions**
open hack sessions will be in the morning
topics will include ai product pipeline/workflows
- code (cursor/copilot/v0.dev)
- video
- PM
- client relations
- PKM


Some DAO trends from Owacki
https://x.com/owocki/status/1880333336637313429
AI Integration
1. AI x DAOs
AI x DAOs represent the integration of artificial intelligence into DAO operations for tasks like treasury management, proposal analysis, and information routing. AI Agents can process large amounts of data and make or suggest decisions based on predefined criteria and historical patterns. The AI agents can operate continuously and potentially make more objective decisions than human governors.
2. AI Agents Governance Assistance
AI can help in making governance processes more transparent and efficient by providing clear, data-driven insights into voting patterns, member engagement, and proposal impacts. This includes collapsing broad context into digestible summaries, which could democratize participation by making governance updates more accessible to all members.
3. AI Circuit Breakers
AI circuit breakers provide governance-controlled limits on AI system actions to prevent potential problems. These systems can automatically pause or limit AI actions based on various triggers. They help create safer AI integration in DAOs.
4. AI Delegates
AI delegates are artificial intelligence systems that can participate in governance decisions on behalf of token holders. These systems can analyze proposals, track voting patterns, and make decisions based on defined criteria. They help create more sophisticated and automated governance systems.
5. AI for design space exploration
AI Agents can significantly enhance the exploration of design spaces within infinite backrooms by automating the generation and evaluation of diverse architectural configurations. By leveraging vast datasets, context windows, and computational power, AI can rapidly produce and iterate on design concepts 24/27. In doing so, it coulid identify optimal solutions more efficiently than traditional human methods. This approach not only accelerates the design process but also reduces costs associated with manual exploration, enabling more innovative and cost-effective outcomes.
Examples: InfiniteRegen.AI
6. Ai for Information Routing
AI and LLMs can streamline information routing in DAOs by summarizing calls or discussions into concise updates, highlighting key topics and action items for quick reference. They can analyze members’ roles and interests to deliver tailored information, ensuring each persona receives only relevant updates. Additionally, AI-powered knowledge graphs can map DAO resources, discussions, and contributors, making it easy to connect the right people with the right information at the right time.
7. AI for Onboarding and Member Management
AI tools are being used to streamline the onboarding process in DAOs by reading resumes, deciding on new member qualifications, and even suggesting roles based on skills and historical performance data. This application reduces human bias and speeds up the integration of new members into the DAO.
8. AI Onchain Capital Allocation
AI Agents can enhance resource routing in DAOs by synthesizing data from past funding rounds, proposals, and performance metrics to inform retroactive capital allocation more effectively. They can identify underfunded but impactful projects through advanced analysis and suggest optimal resource distribution. By automating proposal reviews and prioritizing based on DAO goals, AI ensures capital is allocated efficiently and transparently.
9. DAOs Governing AI
DAOs overseeing AI development to ensure ethical or aligned AI practicees. This could involve community-driven governance of AI research and deployment, potentially leading to safer and more accountable AI systems.
10. Swarm Intelligence
AI is being tested to serve as connectors between or within DAOs, agents, and peoiple, creating a form of swarm intelligence where different entites can share knoeldge, communicate, and coordinate more efficiently, leading to collective decision-making that’s beyond the capacity of individual human members.

![queensm](https://hackmd.io/_uploads/HyB_WGudJl.png)
