# spdustin/ChatGPT-AutoExpert

🚀🧠💬 Supercharged Custom Instructions for ChatGPT (non-coding) and ChatGPT Advanced Data Analysis (coding).

Repository: https://github.com/spdustin/ChatGPT-AutoExpert
Canonical: https://ross.abutalabs.com/products/chatgpt-autoexpert
Language: JavaScript
License: NOASSERTION
License Family: other
Last push: 2024-01-17T06:03:40+00:00

## Health v2 (maintenance only)
Score: 18/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 0, release rhythm 8, longevity 76
- inputs: {"age_days": 1070, "days_push": 959, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 6650, forks 458 (observed 2026-08-28T04:09:47.314997+00:00)

## What it is
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
- artifact type: learning-resource
- maturity: maintenance
- function: prompt-engineering, chatbot, developer-tools
- domain: large-language-models, artificial-intelligence, chatbots, developer-tools, education
- platform: -
- tags: chatgpt, custom-instructions, prompts, gpt-4, openai, web-server

## Member repositories
- spdustin/ChatGPT-AutoExpert (main) score 18

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:09:47.314997+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 2026-08-29T17:43:07.705117+00:00, confidence not recorded.
  - readme: https://github.com/spdustin/ChatGPT-AutoExpert (fetched 2026-08-28T04:09:47.314997+00:00, sha 48647b2f31d2)
- Data as of 2026-08-30T08:39:29.467469+00:00.