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LauraFlorentin
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prompt-chaining

Coordinate sequential prompts where each output becomes the next input.

1|Updated Feb 11, 2026
Search Tags:#chain-of-thought#multi-step#prompt-chaining#prompt-pipeline#llm-workflow#sequential-prompts
One-click install
npx skills add https://github.com/LauraFlorentin/skills-marketplace --skill prompt-chaining
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-chaining
Source: https://github.com/LauraFlorentin/skills-marketplace/tree/main/agentic-skills/skills/prompt-chaining
Command: npx skills add https://github.com/LauraFlorentin/skills-marketplace --skill prompt-chaining

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Prompt chaining addresses the challenge of building reliable, multi-step AI workflows by decomposing complex tasks into sequential prompts where each step's output informs the next, enabling better traceability and control.

Core Features & Use Cases

  • Sequential orchestration: chain outputs from one prompt into the next to form a cohesive task flow.
  • Modular prompts & validation: define reusable steps with checks between stages to catch errors early.
  • Use Case: content generation pipelines that outline, draft, review, and finalize in discrete steps, or data transformation workflows that extract, transform, and enrich data.

Quick Start

Describe a task and let the system chain prompts to complete it step by step.

Frequently Asked Questions about prompt-chaining

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is prompt chaining for multi-step LLM workflows?▼

Prompt chaining decomposes complex tasks into sequential prompts where each step's output informs the next, enabling better traceability and control for multi-step AI workflows.

How do I chain prompts to build a content generation pipeline?▼

To chain prompts for a content generation pipeline, describe a task and the system orchestrates a sequence of prompts to outline, draft, review, and finalize content in discrete, validated steps.

Can I add validation checks between sequential prompts in an LLM workflow?▼

Yes, the system supports modular prompts with validation checks between stages to catch errors early, ensuring reliable chain execution and clear success criteria are met before proceeding.

When should I use a prompt pipeline instead of a single prompt?▼

Use a prompt pipeline for complex tasks across documentation, coding, and content generation that require multi-step reasoning, deterministic orchestration logic, and traceable validation at each stage.

Do I need a structured plan to run sequential prompts reliably?▼

Yes, reliable sequential prompt execution requires a structured plan, deterministic orchestration logic, and clear success criteria to coordinate outputs across each step of the chain.

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