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AI Prompt Engineering: Difference between revisions
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AI Prompt Engineering: A Practical Guide | |||
{{Template:Generative AI Tool}} | {{Template:Generative AI Tool}} | ||
{{LanguageSwitcher | content = [[ | {{LanguageSwitcher | content = [[AI Prompt Engineering | English]], [[AI Prompt Engineering in Mandarin | 漢字]] }} | ||
== Automatic Prompt Generation and Enhancement == | == Automatic Prompt Generation and Enhancement == | ||
Use AI platforms to automatically generate and optimize prompts based on your requirements: | Use AI platforms to automatically generate and optimize prompts based on your requirements: | ||
* [https://platform.openai.com/chat/edit?models=gpt-5&optimize=true OpenAI API - Edit Prompt] - Optimize prompts for o3, GPT-4.1, GPT-5, GPT-5.1, and GPT-5.2 models | * {{Gd}} Anthropic [https://platform.claude.com/dashboard Claude Developer Platform] | ||
* [https:// | *# How to: Select 'Generate a prompt' to optimize for Claude reasoning or non-reasoning models | ||
*# Pricing: The Console/API pricing is completely separate from Claude.ai subscriptions (Pro, Max, Team). When using "Generate a prompt," generating a structured prompt costs only a few cents, and testing a prompt costs a fraction of a cent per test. Additionally, the free tier provides roughly $10 USD in monthly credits, so light usage may not cost anything extra at all.<ref>[https://nickgarnett.substack.com/p/the-anthropic-console-a-practical (1) The Anthropic Console: A Practical Review for Prompt Writers]</ref> | |||
* [https://platform.openai.com/chat/edit?models=gpt-5&optimize=true OpenAI API - Edit Prompt] - Optimize prompts for OpenAI o3, GPT-4.1, GPT-5, GPT-5.1, and GPT-5.2 models | |||
* Google [https://docs.cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/prompt-optimizer Vertex AI prompt optimizer] | |||
== Converting Conversations into Reusable Prompts == | == Converting Conversations into Reusable Prompts == | ||
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× List important sentences in bullet points | × List important sentences in bullet points | ||
* Meeting follow-up items | * Meeting follow-up items | ||
=== Fact-check === | |||
When fact-checking online rumors, it is recommended to include a source citation instruction in the prompt to improve the verifiability of the content. | |||
A common practice is to append the following instruction to the prompt: | |||
<pre> | |||
Please use footnote-style citations to mark all referenced online sources, and list all cited sources at the end of the article. | |||
Once this format is applied, each online reference within the body text will be marked with a numbered citation (e.g. `[1]`, `[2]`), with all corresponding sources compiled at the end of the article for readers to verify further. | |||
**See Also** | |||
- Fact-checking | |||
- Citation formats | |||
- Footnotes and endnotes | |||
**References** | |||
- *(List relevant sources here)* | |||
</pre> | |||
=== Plain English Writing === | === Plain English Writing === | ||
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</pre> | </pre> | ||
== De-identification of photo == | |||
Prompt | |||
<pre> | |||
Please transform this uploaded image into a vibrant anime watercolor style. Use soft brushstrokes and a warm color palette. Important: Do not retain the specific facial features of the people in the photo; instead, reimagine them as generic anime characters with clear eyes and expressions that match the scene. | |||
</pre> | |||
Model: Gemini 2.5 Flash Image (Nano Banana) | |||
== System Prompt == | == System Prompt == | ||