What are agentic workflows?

Agentic workflows are patterns that allow AI models to perform multi-step tasks autonomously by planning, using tools, and managing their own memory.

How does this skill help with context limits?

It provides specialized patterns for memory management and summarization, ensuring your agent retains relevant information without hitting token limits.

What is task decomposition in this context?

It is the process of breaking down a high-level goal into a sequence of smaller, manageable tasks that an agent can execute and verify.

Can I use this for function calling?

Yes, the skill includes specific patterns for tool use, parallel execution, and error handling for LLM function calls.

Agentic Workflow Discovery

Name: Agentic Workflow Discovery
Author: rand

byrand

•

データサイエンスとML

Automates the discovery and implementation of autonomous AI agent patterns, including task decomposition, tool use, and memory management.

This skill acts as an intelligent gateway for building robust AI agents within Claude Code. It provides standardized patterns for breaking down complex goals into executable steps, managing function-calling schemas, and optimizing context window usage through advanced memory and summarization techniques. It is essential for developers looking to transition from simple chat interactions to building sophisticated, multi-step autonomous workflows that maintain state, handle errors gracefully, and utilize tools efficiently.

主な機能

01Advanced function calling and parallel tool use patterns

02Progressive loading of specialized agentic sub-skills

03Failure recovery and autonomous re-planning strategies

0474 GitHub stars

05Automatic task decomposition for complex agent goals

06Context window optimization and long-term memory management

ユースケース

01Building an autonomous coding agent from scratch

02Implementing multi-step reasoning and state tracking for LLMs

03Optimizing agent performance by managing context and tool selection

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add rand/cc-polymath discover-agentic

For use in Claude.ai and ChatGPT

Download Skill