ai-decomposing-tasks
CommunityDecompose hard AI tasks into reliable steps.
Authorlebsral
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Breaks failing complex AI tasks into reliable subtasks by restructuring prompts and tasks, reducing errors and inconsistencies on long or mixed inputs.
Core Features & Use Cases
- Identify and apply decomposition patterns (Chunk-then-process, Sequential extraction, Identify-then-process) to split work into manageable steps.
- Provide concrete templates and practical guidance for building robust AI pipelines across domains like documents, invoices, resumes.
- Support evaluation of single-step vs decomposed approaches to justify design decisions.
Quick Start
Decompose a failing AI task into reliable subtasks and apply an appropriate decomposition pattern to achieve more deterministic results.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ai-decomposing-tasks Download link: https://github.com/lebsral/DSPy-Programming-not-prompting-LMs-skills/archive/main.zip#ai-decomposing-tasks Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.