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

RhythmicWave/NovelForge

Some data may be outdated — see provenance labels.

AI辅助长篇小说创作,卡片式创作,支持基于 JSON Schema的结构化 AI 生成与上下文引用,可扩展性强。 observed · 2026-09-27

github.com/RhythmicWave/NovelForge · Python · AGPL-3.0 (copyleft) observed · 2026-09-27

Health v2 · maintenance only

83/100

  • Activity 96
  • Release rhythm 96
  • Longevity 31
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 7.5
  • age_days: 437
  • days_rel: 27
  • days_push: 27
  • n_releases_24m: 29

Full methodology

Adoption not part of the score

1215 stars · 218 forks observed · 2026-09-27

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

NovelForge is an AI-assisted long-form novel writing application built in Python, using a card-based creation model with JSON Schema-driven structured generation and context injection. It includes a knowledge graph for consistency, an inspiration agent, and a code-based workflow system for automating creative processes.

Use cases

  • write a million-word novel with AI assistance
  • generate structured story cards like characters and worldbuilding
  • maintain character and plot consistency across long fiction
  • outline and draft novel chapters with LLM help
  • automate repetitive writing workflows with custom workflows
  • brainstorm story ideas with an AI agent

When to choose

  • you need structured, schema-validated AI generation for long fiction
  • you want card-based modular worldbuilding and outline management
  • you need context injection and knowledge graphs to keep long stories consistent
  • you want to automate multi-step creative workflows with LLMs

When to avoid

  • you only need a simple markdown editor without AI features
  • you require a fully open permissive license (it is AGPL-3.0)
  • you need a polished commercial product rather than an actively evolving tool
  • you write short-form content where long-form consistency tooling is overkill

Facets

application · maturity active

llm-inference prompt-engineering agent-framework editor workflow-automation templating large-language-models developer-tools python self-hosted cross-platform ai-writing novel-writing card-based-creation -schema structured-generation knowledge-graph longform-writing fiction natural-language-processing ai-agents creative-writing web-server

1 source

Member repositories

RepositoryRoleHealth v2
RhythmicWave/NovelForgemain83

For agents

markdown · JSON · MCP: product_card(name="RhythmicWave/NovelForge")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem