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

使用 Prompts 和 Chains 让 ChatGPT 成为神奇的生产力工具！Unlocking the power of LLMs.

Repository: https://github.com/howl-anderson/unlocking-the-power-of-llms
Canonical: https://ross.abutalabs.com/products/unlocking-the-power-of-llms
Language: Shell
License Family: other
Topics: bard, best-practices, chatgpt, large-language-models, openai-chatgpt, productivity-tools, prompts, prompts-cn, google-bard
Last push: 2023-05-11T16:04:16+00:00

## Health v2 (maintenance only)
Score: 31/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 0, release rhythm 35, longevity 92
- inputs: {"age_days": 1294, "days_push": 1210, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2468, forks 157 (observed 2026-08-28T04:06:54.575934+00:00)

## What it is
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
- artifact type: learning-resource
- maturity: maintenance
- function: prompt-engineering, nlp, chatbot, developer-tools
- domain: large-language-models, tutorials, developer-tools, artificial-intelligence
- platform: cross-platform
- tags: chatgpt, prompts, prompt-chains, google-bard, chinese-language, productivity-tools, guide, natural-language-processing, web-server

## Member repositories
- howl-anderson/unlocking-the-power-of-llms (main) score 31

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:54.575934+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:29:11.225787+00:00, confidence not recorded.
  - readme: https://github.com/howl-anderson/unlocking-the-power-of-llms (fetched 2026-08-28T04:06:54.575934+00:00, sha ee995b38172e)
- Data as of 2026-08-30T08:39:29.467469+00:00.