AI-research-SKILLs
🥇GoldThe AI-research-SKILLs library offers a comprehensive collection of open-source AI research and engineering skills, helping AI models with enhanced capabilities. Developed by Orchestra Research, it serves as a powerful resource for building advanced AI agents.
6,4971320Updated Yesterday
Advanced15 minutes to implementai-agents
Saves ~180 min per use
Quick InstallView Source
claude install zechenzhangAGI/AI-research-SKILLsWorks with:
ClaudeChatGPTGitHub Copilot
Overview
About This Skill
https://www.orchestra-research.com/perspectives/ai-research-skills
How to Use
1. **Identify the Dataset**: Determine the specific dataset you want to analyze. Ensure it is compatible with the AI-research-SKILLs library. 2. **Define the Metric**: Clearly define the metric or pattern you are interested in analyzing. This could be sales performance, customer satisfaction, or any other relevant metric. 3. **Set the Time Period**: Specify the time period for the analysis. This could be a quarter, a year, or any other relevant time frame. 4. **Generate the Report**: Use the AI-research-SKILLs library to generate a report. Include key insights, visualizations, and actionable recommendations. 5. **Review and Act**: Review the report and use the insights to make data-driven decisions. Leverage tools like Mode for real-time monitoring and adjustments.
Use Cases
Enhance the capabilities of existing AI models by integrating advanced research skills.
Develop custom AI research agents that can autonomously conduct experiments.
Integrate AI skills into applications to provide enhanced functionalities and user experiences.
Facilitate collaboration among AI researchers by sharing and utilizing a common set of skills.
Best For
GrowthRevOps
Tags
Setup & Installation
Quick Install
Terminal
claude install zechenzhangAGI/AI-research-SKILLsAlternative Install (Git Clone)
git clone https://github.com/zechenzhangAGI/AI-research-SKILLsRequirements
- Claude Code or compatible AI agent
- Works with: Claude, ChatGPT, GitHub Copilot
- Advanced skill - requires experience with AI agents
Quick Start Guide
1
Install the Skill
Copy the install command above and run it in your terminal.
2
Open Your AI Agent
Launch Claude Code, Cursor, or your preferred AI coding agent.
3
Try It Out
Use the prompt template or examples below to test the skill.
4
Customize
Adapt the skill to your specific use case and workflow.
Usage Examples
Prompt Template
Using the AI-research-SKILLs library, analyze the [DATASET] to identify patterns in [SPECIFIC_METRIC]. Compare these findings with historical data from [TIME_PERIOD]. Generate a report that includes key insights, visualizations, and actionable recommendations for [TEAM_OR_INDIVIDUAL].
Example Output
After analyzing the sales performance dataset from Q1 2023, the AI-research-SKILLs library identified a significant drop in conversion rates for the North American region. The analysis revealed that the conversion rate decreased by 15% compared to Q1 2022, with the most notable decline occurring in the tech sector. The AI-generated report included a detailed breakdown of the affected regions and sectors, along with visualizations highlighting the trends. Recommendations included targeted marketing campaigns for the tech sector and a review of the sales strategy for the North American region. The report also suggested leveraging Mode's interactive dashboards to monitor progress and adjust strategies in real-time.
Apply to these tools
Browse all toolsCompatible MCP servers
Browse all MCP servers
Find the right skills for your stack
Take a free 3-minute scan and get personalized AI skill recommendations.
Take free scan