Ross ROSS = Recommend OSS · open-source software intelligence for agents

DSXiangLi/DecryptPrompt resource

总结Prompt&LLM论文,开源数据&模型,AIGC应用 observed · 2026-08-28

github.com/DSXiangLi/DecryptPrompt observed · 2026-08-28

Health v2 · maintenance only

67/100

  • Activity 80
  • Release rhythm 35
  • Longevity 92

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 1300
  • days_rel: n/a
  • days_push: 120
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

3434 stars · 322 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A curated Chinese-language collection of LLM and prompt engineering resources, including open-source models, datasets, frameworks, and AIGC applications, paired with a long-running blog series explaining prompt and LLM papers. It serves as a learning hub rather than usable software.

Use cases

  • learn prompt engineering from paper summaries
  • find open-source LLM datasets and models
  • understand RLHF and instruction tuning
  • study chain-of-thought reasoning techniques
  • explore LLM agent and RAG research
  • keep up with AIGC applications

When to choose

  • you want curated paper explanations and resource lists for LLM research
  • you prefer Chinese-language learning material on prompt engineering

When to avoid

  • you need runnable code or a library to integrate
  • you need English-only documentation

Facets

learning-resource · maturity active

prompt-engineering rag llm-training agent-framework large-language-models tutorials artificial-intelligence python awesome-list papers llm chain-of-thought instruction-tuning aigc chinese-language

1 source

Member repositories

RepositoryRoleHealth v2
DSXiangLi/DecryptPromptmain67

For agents

markdown · JSON · MCP: product_card(name="DSXiangLi/DecryptPrompt")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem