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

spdustin/ChatGPT-AutoExpert resource

🚀🧠💬 Supercharged Custom Instructions for ChatGPT (non-coding) and ChatGPT Advanced Data Analysis (coding). observed · 2026-08-28

github.com/spdustin/ChatGPT-AutoExpert · JavaScript · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

18/100

  • Activity 0
  • Release rhythm 8
  • Longevity 76

Flags: 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: 1070
  • days_rel: n/a
  • days_push: 959
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

6650 stars · 458 forks observed · 2026-08-28

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

A collection of custom instruction prompts for ChatGPT that enhance response depth and nuance for both non-coding conversations and coding with Advanced Data Analysis. It includes slash commands, automatic question improvement, and expert persona selection.

Use cases

  • get deeper more expert-level answers from ChatGPT
  • improve my prompts for GPT-4
  • set up custom instructions for coding help in ChatGPT
  • reduce disclaimers and hand-holding in ChatGPT responses
  • use slash commands to summarize or critique ChatGPT answers

When to choose

  • you use ChatGPT's web interface and want richer, more nuanced responses
  • you want ready-made prompt engineering for chat and data-analysis workflows

When to avoid

  • you need a programmable library or API integration rather than copy-paste prompts
  • you use a non-OpenAI LLM where these custom instructions don't apply
  • you need commercial-use licensing (CC BY-NC-SA)

Facets

learning-resource · maturity maintenance

prompt-engineering chatbot developer-tools large-language-models artificial-intelligence chatbots developer-tools education chatgpt custom-instructions prompts gpt-4 openai web-server

1 source

Member repositories

RepositoryRoleHealth v2
spdustin/ChatGPT-AutoExpertmain18

For agents

markdown · JSON · MCP: product_card(name="spdustin/ChatGPT-AutoExpert")

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