# RhythmicWave/NovelForge

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。

Repository: https://github.com/RhythmicWave/NovelForge
Canonical: https://ross.abutalabs.com/products/novelforge
Language: Python
License: AGPL-3.0
License Family: copyleft
Topics: ai-writing, ai-writing-assistant, creative-writing, creative-writing-ai, fiction, json-schema, llm, longform, novel-writing, outline, pydantic, structured-generation
Last push: 2026-09-02T05:27:05+00:00

## Health v2 (maintenance only)
Score: 85/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 100, release rhythm 99, longevity 27
- inputs: {"age_days": 389, "days_push": 0, "days_rel": 9, "gap_med": 7, "n_releases_24m": 28}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1157, forks 212 (observed 2026-09-03T02:15:07.218905+00:00)

## What it is
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
- artifact type: application
- maturity: active
- function: llm-inference, prompt-engineering, agent-framework, editor, workflow-automation, templating
- domain: large-language-models, developer-tools
- platform: python, self-hosted, cross-platform
- tags: ai-writing, novel-writing, card-based-creation, -schema, structured-generation, knowledge-graph, longform-writing, fiction, natural-language-processing, ai-agents, creative-writing, web-server

## Member repositories
- RhythmicWave/NovelForge (main) score 85

## Provenance
- Observed fields: from GitHub, fetched 2026-09-03T02:15:07.218905+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 2026-08-30T06:35:22.755995+00:00, confidence not recorded.
  - readme: https://github.com/RhythmicWave/NovelForge (fetched 2026-09-03T02:15:07.218905+00:00, sha 6cbf4846cd3b)
- Data as of 2026-08-30T08:39:29.467469+00:00.