{"adoption": {"forks": 559, "observed_at": "2026-08-28T04:07:28.222162+00:00", "stars": 2886}, "canonical_url": "https://ross.abutalabs.com/products/mumuainovel", "card": {"archived": false, "artifact_type": "application", "description": "一款基于 AI 的智能小说创作助手，帮助你轻松创作精彩故事", "domain": ["artificial-intelligence", "large-language-models", "web-development", "developer-tools"], "enriched": true, "function": ["llm-inference", "rag", "prompt-engineering", "web-framework", "chat-interface", "data-visualization"], "health_score": 100, "homepage": "https://mumuverse.space:1566/", "language": "Python", "license": "GPL-3.0", "license_family": "copyleft", "maturity": "active", "member_repos": ["xiamuceer-j/MuMuAINovel"], "name": "xiamuceer-j/MuMuAINovel", "platform": ["self-hosted", "python", "cross-platform"], "pushed_at": "2026-08-26T03:46:40+00:00", "repo": "xiamuceer-j/MuMuAINovel", "stars": 2886, "tags": ["novel-writing", "creative-writing", "ai-writing-assistant", "story-generation", "fastapi", "react", "self-hosted-app", "natural-language-processing", "docker", "web-server"], "topics": [], "urls": [], "use_cases": ["write a novel with AI assistance", "generate story outlines and characters automatically", "manage worldbuilding and character relationships for fiction", "self-host an AI writing tool with multiple users", "polish and regenerate book chapters with an LLM", "track plot foreshadowing across chapters", "import and analyze an existing book for rewriting"], "what_it_is": "MuMuAINovel is a self-hosted AI-powered novel writing assistant built with FastAPI and React. It helps authors generate outlines, characters, worldbuilding, and chapters using LLMs like OpenAI, Gemini, and Claude, with multi-user support via PostgreSQL and Docker deployment.", "when_to_avoid": ["you need fully offline generation without external AI APIs", "you want a simple single-file writing tool without server setup", "you need a commercial-friendly license (it is GPL-3.0)", "you only need short-form content like blog posts or copywriting"], "when_to_choose": ["you want a self-hosted, multi-user AI novel writing studio", "you need structured fiction tooling: outlines, characters, worldbuilding, foreshadowing", "you want to use your own OpenAI/Claude/Gemini API keys", "you prefer Docker-based deployment with PostgreSQL"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/mumuainovel", "repo": "xiamuceer-j/MuMuAINovel", "role": "main", "score": 82}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.222162+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.671651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c803d09b94723a2614fd4d082a26c75ed4220738d9c5396d3180bf82d43f0228", "fetched_at": "2026-08-28T04:07:28.222162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xiamuceer-j/MuMuAINovel"}, {"content_hash": "b51740c25d4ded826493d79c65825fa6bf42f2b0e11bf81d5fa8dcd4c9c24082", "fetched_at": "2026-08-29T09:50:43.118073+00:00", "kind": "homepage", "missing": false, "url": "https://mumuverse.space:1566/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.222162+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.671651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c803d09b94723a2614fd4d082a26c75ed4220738d9c5396d3180bf82d43f0228", "fetched_at": "2026-08-28T04:07:28.222162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xiamuceer-j/MuMuAINovel"}, {"content_hash": "b51740c25d4ded826493d79c65825fa6bf42f2b0e11bf81d5fa8dcd4c9c24082", "fetched_at": "2026-08-29T09:50:43.118073+00:00", "kind": "homepage", "missing": false, "url": "https://mumuverse.space:1566/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.671651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c803d09b94723a2614fd4d082a26c75ed4220738d9c5396d3180bf82d43f0228", "fetched_at": "2026-08-28T04:07:28.222162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xiamuceer-j/MuMuAINovel"}, {"content_hash": "b51740c25d4ded826493d79c65825fa6bf42f2b0e11bf81d5fa8dcd4c9c24082", "fetched_at": "2026-08-29T09:50:43.118073+00:00", "kind": "homepage", "missing": false, "url": "https://mumuverse.space:1566/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.222162+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.222162+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.222162+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.671651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c803d09b94723a2614fd4d082a26c75ed4220738d9c5396d3180bf82d43f0228", "fetched_at": "2026-08-28T04:07:28.222162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xiamuceer-j/MuMuAINovel"}, {"content_hash": "b51740c25d4ded826493d79c65825fa6bf42f2b0e11bf81d5fa8dcd4c9c24082", "fetched_at": "2026-08-29T09:50:43.118073+00:00", "kind": "homepage", "missing": false, "url": "https://mumuverse.space:1566/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.222162+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.222162+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.671651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c803d09b94723a2614fd4d082a26c75ed4220738d9c5396d3180bf82d43f0228", "fetched_at": "2026-08-28T04:07:28.222162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xiamuceer-j/MuMuAINovel"}, {"content_hash": "b51740c25d4ded826493d79c65825fa6bf42f2b0e11bf81d5fa8dcd4c9c24082", "fetched_at": "2026-08-29T09:50:43.118073+00:00", "kind": "homepage", "missing": false, "url": "https://mumuverse.space:1566/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.222162+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.222162+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.222162+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.671651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c803d09b94723a2614fd4d082a26c75ed4220738d9c5396d3180bf82d43f0228", "fetched_at": "2026-08-28T04:07:28.222162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xiamuceer-j/MuMuAINovel"}, {"content_hash": "b51740c25d4ded826493d79c65825fa6bf42f2b0e11bf81d5fa8dcd4c9c24082", "fetched_at": "2026-08-29T09:50:43.118073+00:00", "kind": "homepage", "missing": false, "url": "https://mumuverse.space:1566/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.222162+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.222162+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.671651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c803d09b94723a2614fd4d082a26c75ed4220738d9c5396d3180bf82d43f0228", "fetched_at": "2026-08-28T04:07:28.222162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xiamuceer-j/MuMuAINovel"}, {"content_hash": "b51740c25d4ded826493d79c65825fa6bf42f2b0e11bf81d5fa8dcd4c9c24082", "fetched_at": "2026-08-29T09:50:43.118073+00:00", "kind": "homepage", "missing": false, "url": "https://mumuverse.space:1566/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.671651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c803d09b94723a2614fd4d082a26c75ed4220738d9c5396d3180bf82d43f0228", "fetched_at": "2026-08-28T04:07:28.222162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xiamuceer-j/MuMuAINovel"}, {"content_hash": "b51740c25d4ded826493d79c65825fa6bf42f2b0e11bf81d5fa8dcd4c9c24082", "fetched_at": "2026-08-29T09:50:43.118073+00:00", "kind": "homepage", "missing": false, "url": "https://mumuverse.space:1566/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.671651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c803d09b94723a2614fd4d082a26c75ed4220738d9c5396d3180bf82d43f0228", "fetched_at": "2026-08-28T04:07:28.222162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xiamuceer-j/MuMuAINovel"}, {"content_hash": "b51740c25d4ded826493d79c65825fa6bf42f2b0e11bf81d5fa8dcd4c9c24082", "fetched_at": "2026-08-29T09:50:43.118073+00:00", "kind": "homepage", "missing": false, "url": "https://mumuverse.space:1566/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.671651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c803d09b94723a2614fd4d082a26c75ed4220738d9c5396d3180bf82d43f0228", "fetched_at": "2026-08-28T04:07:28.222162+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xiamuceer-j/MuMuAINovel"}, {"content_hash": "b51740c25d4ded826493d79c65825fa6bf42f2b0e11bf81d5fa8dcd4c9c24082", "fetched_at": "2026-08-29T09:50:43.118073+00:00", "kind": "homepage", "missing": false, "url": "https://mumuverse.space:1566/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 22, "rhythm": 95}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 308, "days_push": 7, "days_rel": 36, "gap_med": 2.0, "n_releases_24m": 49}, "score": 82, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}