mshumer/gpt-author
None observed · 2026-08-28
Health v2 · maintenance only
29/100
- Activity 0
- Release rhythm 35
- Longevity 83
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 1170
- days_rel: n/a
- days_push: 882
- n_releases_24m: 0
Adoption not part of the score
2530 stars · 349 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A Jupyter notebook-based tool that chains GPT-4/Claude 3 and Stable Diffusion API calls to generate complete fantasy novels from a user prompt, including cover art, and compiles them into EPUB files. It was created by Matt Shumer and gained popularity as a demonstration of long-form AI creative writing.
Use cases
- generate a fantasy novel from a prompt
- write an entire book with AI and export as epub
- create chapter outlines and storylines with GPT-4
- generate ebook cover art with stable diffusion
- experiment with chained LLM calls for long-form writing
- produce a multi-chapter novel in minutes
When to choose
- you want a quick, end-to-end demo of AI novel generation producing an EPUB
- you want a hackable notebook to experiment with multi-step LLM creative pipelines
- you want to try the Claude 3 version for higher-quality prose
When to avoid
- you need production-grade, controllable, or editable book-writing software
- you want fine-grained editorial control over plot and characters
- you cannot or will not pay for OpenAI/Anthropic API usage
Facets
application · maturity experimental
llm-inference prompt-engineering stable-diffusion pdf artificial-intelligence large-language-models python novel-generation epub gpt-4 claude-3 jupyter-notebook creative-writing ai-generated-books natural-language-processing web-server
1 source
- readme: https://github.com/mshumer/gpt-author · fetched 2026-08-28 · 8f1b2d0f7d9b
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| mshumer/gpt-author | main | 29 |
For agents
markdown · JSON · MCP: product_card(name="mshumer/gpt-author")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem