Generative AI prompts - Revision history

Saxtonmd77 at 23:20, 14 December 2025

2025-12-14T23:20:23Z

← Older revision		Revision as of 23:20, 14 December 2025
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	~~=Generative AI Prompts=~~		=Introduction=

	==Introduction==

	Generative AI is software that can generate text, summarize content, help write and revise documents, and assist with coding. It responds to the instructions you give it, which are usually called “prompts.”		Generative AI is software that can generate text, summarize content, help write and revise documents, and assist with coding. It responds to the instructions you give it, which are usually called “prompts.”

Saxtonmd77 at 23:20, 14 December 2025

2025-12-14T23:20:03Z

← Older revision		Revision as of 23:20, 14 December 2025
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	==Generative AI Prompts==		=Generative AI Prompts=

	=Introduction==		==Introduction==

	Generative AI is software that can generate text, summarize content, help write and revise documents, and assist with coding. It responds to the instructions you give it, which are usually called “prompts.”		Generative AI is software that can generate text, summarize content, help write and revise documents, and assist with coding. It responds to the instructions you give it, which are usually called “prompts.”

Saxtonmd77 at 23:19, 14 December 2025

2025-12-14T23:19:39Z

← Older revision		Revision as of 23:19, 14 December 2025
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	Generative AI Prompts		==Generative AI Prompts==

	Introduction		=Introduction==

	Generative AI is software that can generate text, summarize content, help write and revise documents, and assist with coding. It responds to the instructions you give it, which are usually called “prompts.”		Generative AI is software that can generate text, summarize content, help write and revise documents, and assist with coding. It responds to the instructions you give it, which are usually called “prompts.”
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	On this page, I keep prompt patterns and reusable prompt blocks, plus links to the skills and foundations that make prompts work better in real projects. If you want prompts that support analysis work, start with [[Data Analytics]] and [[Statistics]]. If you want prompts that support coding and automation, start with [[Python]]. If you want a deeper understanding of how these systems work and where they fail, start with [[Machine Learning]].		On this page, I keep prompt patterns and reusable prompt blocks, plus links to the skills and foundations that make prompts work better in real projects. If you want prompts that support analysis work, start with [[Data Analytics]] and [[Statistics]]. If you want prompts that support coding and automation, start with [[Python]]. If you want a deeper understanding of how these systems work and where they fail, start with [[Machine Learning]].

	Platforms		==Platforms==

	These are the platforms where I have cultivated and tested prompts:		These are the platforms where I have cultivated and tested prompts:
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	* [[DeepSeek]]		* [[DeepSeek]]

	Using prompts for analysis and technical work		==Using prompts for analysis and technical work==

	Prompts get more useful when you can ask precise questions and sanity-check the answers. That often means leaning on [[Data Analytics]] to define what you’re trying to measure, and [[Statistics]] to think clearly about uncertainty, outliers, bias, and whether a result is plausible.		Prompts get more useful when you can ask precise questions and sanity-check the answers. That often means leaning on [[Data Analytics]] to define what you’re trying to measure, and [[Statistics]] to think clearly about uncertainty, outliers, bias, and whether a result is plausible.
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	If you want to go beyond “prompting” and understand model behavior, limitations, and common failure modes, connect this page to [[Machine Learning]].		If you want to go beyond “prompting” and understand model behavior, limitations, and common failure modes, connect this page to [[Machine Learning]].

	Prompt library index		==Prompt library index==

	* [[Writing and editing prompts]]		* [[Writing and editing prompts]]

Saxtonmd77 at 23:17, 14 December 2025

2025-12-14T23:17:34Z

← Older revision		Revision as of 23:17, 14 December 2025
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	# Generative AI Prompts		Generative AI Prompts

	## Introduction		Introduction

	Generative AI is software that can generate text, summarize content, help write and revise documents, and assist with coding. It responds to the instructions you give it, which are usually called “prompts.”		Generative AI is software that can generate text, summarize content, help write and revise documents, and assist with coding. It responds to the instructions you give it, which are usually called “prompts.”
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	On this page, I keep prompt patterns and reusable prompt blocks, plus links to the skills and foundations that make prompts work better in real projects. If you want prompts that support analysis work, start with [[Data Analytics]] and [[Statistics]]. If you want prompts that support coding and automation, start with [[Python]]. If you want a deeper understanding of how these systems work and where they fail, start with [[Machine Learning]].		On this page, I keep prompt patterns and reusable prompt blocks, plus links to the skills and foundations that make prompts work better in real projects. If you want prompts that support analysis work, start with [[Data Analytics]] and [[Statistics]]. If you want prompts that support coding and automation, start with [[Python]]. If you want a deeper understanding of how these systems work and where they fail, start with [[Machine Learning]].

	## Platforms		Platforms

	These are the platforms where I have cultivated and tested prompts:		These are the platforms where I have cultivated and tested prompts:
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	* [[DeepSeek]]		* [[DeepSeek]]

	## Using prompts for analysis and technical work		Using prompts for analysis and technical work

	Prompts get more useful when you can ask precise questions and sanity-check the answers. That often means leaning on [[Data Analytics]] to define what you’re trying to measure, and [[Statistics]] to think clearly about uncertainty, outliers, bias, and whether a result is plausible.		Prompts get more useful when you can ask precise questions and sanity-check the answers. That often means leaning on [[Data Analytics]] to define what you’re trying to measure, and [[Statistics]] to think clearly about uncertainty, outliers, bias, and whether a result is plausible.
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	If you want to go beyond “prompting” and understand model behavior, limitations, and common failure modes, connect this page to [[Machine Learning]].		If you want to go beyond “prompting” and understand model behavior, limitations, and common failure modes, connect this page to [[Machine Learning]].

	## Prompt library index		Prompt library index

	* [[Writing and editing prompts]]		* [[Writing and editing prompts]]

Saxtonmd77 at 23:16, 14 December 2025

2025-12-14T23:16:32Z

← Older revision		Revision as of 23:16, 14 December 2025
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	These are the platforms where I have cultivated and tested prompts:		These are the platforms where I have cultivated and tested prompts:

	- [[OpenAI]]		* [[OpenAI]]
	- [[Anthropic]]		* [[Anthropic]]
	- [[Google AI]]		* [[Google AI]]
	- [[DeepSeek]]		* [[DeepSeek]]

	## Using prompts for analysis and technical work		## Using prompts for analysis and technical work
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	## Prompt library index		## Prompt library index

	- [[Writing and editing prompts]]		* [[Writing and editing prompts]]
	- [[Research and summarization prompts]]		* [[Research and summarization prompts]]
	- [[Data analysis prompts]]		* [[Data analysis prompts]]
	- [[Python and coding prompts]]		* [[Python and coding prompts]]
	- [[API and automation prompts]]		* [[API and automation prompts]]
	- [[Troubleshooting prompts]]		* [[Troubleshooting prompts]]
	- [[Personal workflow prompts]]		* [[Personal workflow prompts]]

Saxtonmd77: Created page with "# Generative AI Prompts ## Introduction Generative AI is software that can generate text, summarize content, help write and revise documents, and assist with coding. It responds to the instructions you give it, which are usually called “prompts.” On this page, I keep prompt patterns and reusable prompt blocks, plus links to the skills and foundations that make prompts work better in real projects. If you want prompts that support analysis work, start with Data A..."

2025-12-14T23:15:37Z

Created page with "# Generative AI Prompts ## Introduction Generative AI is software that can generate text, summarize content, help write and revise documents, and assist with coding. It responds to the instructions you give it, which are usually called “prompts.” On this page, I keep prompt patterns and reusable prompt blocks, plus links to the skills and foundations that make prompts work better in real projects. If you want prompts that support analysis work, start with Data A..."

New page

# Generative AI Prompts

## Introduction

Generative AI is software that can generate text, summarize content, help write and revise documents, and assist with coding. It responds to the instructions you give it, which are usually called “prompts.”

On this page, I keep prompt patterns and reusable prompt blocks, plus links to the skills and foundations that make prompts work better in real projects. If you want prompts that support analysis work, start with [[Data Analytics]] and [[Statistics]]. If you want prompts that support coding and automation, start with [[Python]]. If you want a deeper understanding of how these systems work and where they fail, start with [[Machine Learning]].

## Platforms

These are the platforms where I have cultivated and tested prompts:

- [[OpenAI]]
- [[Anthropic]]
- [[Google AI]]
- [[DeepSeek]]

## Using prompts for analysis and technical work

Prompts get more useful when you can ask precise questions and sanity-check the answers. That often means leaning on [[Data Analytics]] to define what you’re trying to measure, and [[Statistics]] to think clearly about uncertainty, outliers, bias, and whether a result is plausible.

When you want to turn prompts into something repeatable, [[Python]] becomes the bridge. It lets you run the same prompt workflow across files, evaluate outputs, and build small tools that keep the work consistent.

If you want to go beyond “prompting” and understand model behavior, limitations, and common failure modes, connect this page to [[Machine Learning]].

## Prompt library index

- [[Writing and editing prompts]]
- [[Research and summarization prompts]]
- [[Data analysis prompts]]
- [[Python and coding prompts]]
- [[API and automation prompts]]
- [[Troubleshooting prompts]]
- [[Personal workflow prompts]]