# snwfdhmp/awesome-gpt-prompt-engineering

A curated list of awesome resources, tools, and other shiny things for LLM prompt engineering.

Repository: https://github.com/snwfdhmp/awesome-gpt-prompt-engineering
Canonical: https://ross.abutalabs.com/products/awesome-gpt-prompt-engineering
Language: Python
License: NOASSERTION
License Family: other
Topics: awesome, chatgpt, gpt, gpt-4, prompt, prompt-engineering, awesome-list, awesome-lists, awesome-readme, gpt-3, gpt-35-turbo, large-language-models, openai, llm, resources, awesome-resources, prompt-learning, prompt-generator, prompts
Last push: 2026-02-23T12:11:18+00:00

## Health v2 (maintenance only)
Score: 60/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 69, release rhythm 35, longevity 85
- inputs: {"age_days": 1190, "days_push": 191, "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 1616, forks 199 (observed 2026-08-28T04:05:11.574492+00:00)

## What it is
A curated awesome-list of resources, tools, guides, papers, and prompt collections for GPT/LLM prompt engineering. It aggregates links to roadmaps, guides, prompt generators, prompt injection material, and playgrounds rather than providing software itself.

## Use cases
- learn prompt engineering from scratch
- find guides and papers on prompting techniques
- discover prompt collections and generators for ChatGPT
- research prompt injection and LLM security
- find playgrounds and alternative UIs for GPT models
- keep up with the latest prompt engineering resources

## When to choose
- you want a single curated index of prompt engineering learning material
- you are exploring the LLM prompting ecosystem and need starting points
- you want links to papers, books, and communities around GPT prompting

## When to avoid
- you need an actual tool or library to run prompts programmatically
- you want production prompt management or evaluation infrastructure
- you need non-GPT/LLM AI resources

## Facets
- artifact type: learning-resource
- maturity: active
- function: prompt-engineering, documentation
- domain: large-language-models, artificial-intelligence, awesome-lists, tutorials
- platform: -
- tags: awesome-list, curated-resources, gpt, chatgpt, llm, prompts, web-server

## Member repositories
- snwfdhmp/awesome-gpt-prompt-engineering (main) score 60

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:05:11.574492+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 2026-08-30T03:50:04.574088+00:00, confidence not recorded.
  - readme: https://github.com/snwfdhmp/awesome-gpt-prompt-engineering (fetched 2026-08-28T04:05:11.574492+00:00, sha 2cb6b8184f1e)
- Data as of 2026-08-30T08:39:29.467469+00:00.