howl-anderson/unlocking-the-power-of-llms resource

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2468 stars · 157 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated guide (primarily in Chinese) demonstrating how to use prompts and chains to turn ChatGPT (and Google Bard) into a powerful productivity tool for a wide range of NLP and non-NLP tasks. It catalogs concrete prompt recipes for tasks like text polishing, translation, NLU corpus generation, diagram generation, games, and code analysis.

Use cases

• learn how to write effective ChatGPT prompts
• use ChatGPT for text polishing and translation
• generate training corpora for NLU models with ChatGPT
• make ChatGPT output diagrams like SVG, graphviz, or mermaid
• use ChatGPT to expand weekly reports or fill KPIs
• convert natural language descriptions into Linux commands
• score and improve TOEFL essays with ChatGPT
• play games like tic-tac-toe with ChatGPT

When to choose

• you want a practical, task-oriented prompt cookbook for ChatGPT or Bard
• you prefer Chinese-language documentation on LLM prompting
• you want inspiration for applying LLMs to NLP tasks like segmentation, translation, or sarcasm detection

When to avoid

• you need a runnable SDK, library, or GUI application rather than documentation
• you need up-to-date coverage of newer models and prompting techniques
• you require a licensed or formally maintained project (it has no license)

Facets

learning-resource · maturity maintenance

prompt-engineering nlp chatbot developer-tools large-language-models tutorials developer-tools artificial-intelligence cross-platform chatgpt prompts prompt-chains google-bard chinese-language productivity-tools guide natural-language-processing web-server

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