{"id":50621710,"url":"https://github.com/quanttide/quanttide-report-of-narrative-engineering","last_synced_at":"2026-06-06T13:00:25.379Z","repository":{"id":362822456,"uuid":"1260937842","full_name":"quanttide/quanttide-report-of-narrative-engineering","owner":"quanttide","description":null,"archived":false,"fork":false,"pushed_at":"2026-06-06T04:57:52.000Z","size":25,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-06-06T05:16:36.539Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc-by-4.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/quanttide.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-06-06T03:38:13.000Z","updated_at":"2026-06-06T04:57:56.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/quanttide/quanttide-report-of-narrative-engineering","commit_stats":null,"previous_names":["quanttide/quanttide-report-of-narrative-engineering"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/quanttide/quanttide-report-of-narrative-engineering","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/quanttide%2Fquanttide-report-of-narrative-engineering","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/quanttide%2Fquanttide-report-of-narrative-engineering/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/quanttide%2Fquanttide-report-of-narrative-engineering/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/quanttide%2Fquanttide-report-of-narrative-engineering/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/quanttide","download_url":"https://codeload.github.com/quanttide/quanttide-report-of-narrative-engineering/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/quanttide%2Fquanttide-report-of-narrative-engineering/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33983046,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-06T02:00:07.033Z","response_time":107,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-06-06T13:00:18.800Z","updated_at":"2026-06-06T13:00:25.361Z","avatar_url":"https://github.com/quanttide.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# 量潮叙事工程实验报告\n\n叙事工程框架的领域模型与方法实验验证。领域模型涵盖母题、风格等叙事要素的表征与计算；方法涵盖评审、反思、重写等将初稿迭代至成稿的编辑流程。\n\n## 领域模型\n\n叙事要素的可计算表征：\n\n| 模型 | 实验 | 核心问题 |\n|------|------|---------|\n| **叙事结构** | p01 | 用什么框架标注段落叙事角色？起承转合 vs 三幕 vs 情感曲线 |\n| **母题** | p05–p08 | 叙事中反复出现的主题元素——能否提取、跨作品识别、约束生成、检测缝隙？ |\n| **风格与审美** | p03, p09 | 文字风格能否聚类归因？作者的审美偏好能否被编码和复刻？ |\n| **母题+风格合成** | p10 | 风格诊断维度弱点 → 母题根因分析 → 组合改法是否优于单层？ |\n\n## 方法\n\n3R 工作流（Review→Reflect→Rewrite）的每个环节：\n\n| 环节 | 实验 | 能力 |\n|------|------|------|\n| **Review** 评审 | p04, p09 | LLM 理解评审意图；内化作者审美标准进行评审 |\n| **Reflect** 反思 | p02, p08, p10 | 3R 管线验证；检测母题缝隙并推荐改进方向；风格+母题组合改法 |\n| **Rewrite** 重写 | p07 | 以母题为约束引导生成，保持叙事一致 |\n\n## 实验管线\n\n```\n领域模型                               方法\n──────────────────────────────────────────────────\n叙事结构                   母题链                         风格与审美\n────────────────────────────────────────────────────────────────────\np01 结构框架选型\n\n           p05 提取 ──→ p06 跨作品识别 ──→ p07 约束生成\n                                                 ↓\n                                            p08 缝隙分析\n                                            (Reflect 环节)\n                                                 ↓\n                                            p10 母题+风格合成\n                                            (Reflect 环节, p05+p09 交叉)\n\np03 风格聚类 ─────────────────────────→ p09 审美复刻\n                                           (Review 环节)\n```\n\n## 已验证结论\n\n| 实验 | 核心结论 | 状态 |\n|------|---------|------|\n| p01 | 起承转合作默认叙事框架 | ✅ 已应用 |\n| p02 | 3R 管线验证通过 | ✅ 已封装为 CLI |\n| p03 | 风格聚类 100%、归因 100% | ✅ 待封装 |\n| p04 | 评审意图理解 15/15 稳定 | ✅ 已封装为 CLI |\n| p05 | 母题可被 LLM 提取（56-58% 覆盖率） | 🟡 验收合格 |\n| p06 | 母题跨作品可识别（F1=100% pairwise） | ✅ 验收优秀 |\n| p07 | 母题可作为生成约束（+20~45pp） | 🟡 验收合格 |\n| p08 | 母题缝隙分析与多向改进建议 | 🟡 验收合格 |\n| p09 | 复刻作者审美评审（内化 style.yaml 审美框架） | 🟡 验收合格 |\n| p10 | 母题+风格组合改法——三组各有优势，组合胜在具体性/自然度 | 🟡 验收合格 |\n\n## 目录结构\n\n```\nexperiments/         各实验报告\n  p01-narrative-frameworks.md\n  p05-motif-extraction.md\n  p06-cross-work-motif.md\n  p07-motif-consistency.md\n  p08-motif-gap-analysis.md\n  p09-aesthetic-review.md\n  p10-motif-style-synthesis.md\nsynthesis/           跨实验综合\n  p05-p07-common-conclusions.md\n  p08-p10-common-conclusions.md\n```\n\n## 协议\n\nCC BY 4.0\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fquanttide%2Fquanttide-report-of-narrative-engineering","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fquanttide%2Fquanttide-report-of-narrative-engineering","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fquanttide%2Fquanttide-report-of-narrative-engineering/lists"}