ReCall
🥇GoldReCall enhances LLMs by integrating reinforcement learning for effective reasoning with search and tool calls. This innovative approach helps AI agents to use external tools, improving their functionality and decision-making capabilities.
1,342780Updated 1w ago
Advanced15 minutes to implementai-agents
Saves ~180 min per use
Quick InstallView Source
claude install Agent-RL/ReCallWorks with:
ChatGPTGitHub Copilot
Overview
About This Skill
https://attractive-almandine-935.notion.site/ReCall-Learning-to-Reason-with-Tool-Call-for-LLMs-via-Reinforcement-Learning-1d7aec91e9bb8006ad40f9edbfe2191a
Use Cases
Enhancing AI responses by integrating real-time data from external APIs.
Automating interactions with various tools to streamline workflows and improve efficiency.
Improving search accuracy in AI queries by utilizing advanced reasoning with tool calls.
Facilitating complex decision-making processes through the integration of multiple tool outputs.
Best For
GrowthRevOps
Tags
Setup & Installation
Quick Install
Terminal
claude install Agent-RL/ReCallAlternative Install (Git Clone)
git clone https://github.com/Agent-RL/ReCallRequirements
- Claude Code or compatible AI agent
- Works with: 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 ReCall with Automa, identify [NUMBER] potential leads from [WEBSITE] based on [CRITERIA]. For each lead, extract their name, company, and contact information. Then, use the extracted data to create a personalized email template for outreach. Finally, suggest a follow-up sequence for each lead.
Example Output
Based on the criteria provided, ReCall with Automa identified 15 potential leads from the website 'TechInnovators.com'. The leads include individuals from companies such as TechSolutions Inc., Innovatech, and FutureTech. The extracted data includes names like John Doe from TechSolutions Inc., Jane Smith from Innovatech, and Alex Johnson from FutureTech, along with their respective contact information. A personalized email template was created for each lead, addressing them by name and mentioning their company. The follow-up sequence includes a follow-up email in 3 days, a LinkedIn connection request in 5 days, and a phone call in 7 days.
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