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- ▌ Novel Reviewer 2 · lipu-jpgUse when user wants to check logic consistency, polish style, find plot holes, or review existing chapters. Triggers include "检查", "润色", "逻辑", "伏笔漏洞", "审查".
- ▌ Dog Import Query 2 · lipu-jpgQuery a smart-import DoG graph after a novel has been split into chapters. Use to inspect import completeness, AI precheck errors, and pending outline/asset/canonical setup.
- ▌ Dog Review Query 2 · lipu-jpgQuery an existing hierarchical OpenWrite review-v2 artifact through dsh-dog. Use after novel_review_chapter or when inspecting six quality domains, evidence, coverage, blockers, delivery status, or the 37 legacy checks. Never rerun model review from DoG.
- ▌ Dog Delivery Query 2 · lipu-jpgQuery a chapter delivery DoG graph across manuscript, review, revision application, and re-review closure. Use after writing or reviewing a chapter, after revision actions, or when the user asks whether a chapter is truly ready to deliver.
- ▌ Oh Story Long Scan 2 · lipu-jpg bundle研究长篇网文平台与榜单样本，分析读者契约、题材组合、主角机制、开篇兑现、更新阶段、升级空间和作者适配度。用于长篇扫榜、市场趋势观察、选题比较或开书前验证方向。
- ▌ Oh Story Long Write 2 · lipu-jpg bundle规划和创作长篇网络小说，覆盖选题定位、读者契约、人物与世界设定、卷纲细纲、单章写作、日更续写和结构修订。用于开书、补纲、写指定章节、续写或回炉长篇正文。
- ▌ Oh Story Long Analyze 2 · lipu-jpg bundle证据化拆解用户合法提供的长篇小说，分析开篇契约、逐章推进、剧情单元、人物关系、世界设定、情绪节奏、伏笔和表达技法。用于拆书、分析黄金开篇、建立对标报告或提炼可迁移模块。
- ▌ Agent Bus · lipu-jpg多端/多 CLI agent 协作总线。当同一项目存在多个 agent 会话（跨机器、跨 CLI 如 Kimi Code / Claude Code / Codex，或同项目多会话）需要配合时使用。提供工作声明（claim）、文件锁（目录/文件/区域，租约+等待队列）、公聊与私聊（阻塞型协商 + 高权限裁决）、交接与接管（handoff/takeover）、改动历史、共享黑板、事件流审计。关键词：多端协作、多 agent 配合、会话同步、文件锁、工作交接、agent 总线。
- ▌ Paper Code · lipu-jpg bundleUse when implementing experimental code, scaffolding research projects, or following coding best practices for academic work
- ▌ Paper Writing · lipu-jpg bundleUse when drafting manuscript sections, formatting citations, polishing writing style, or preparing paper for submission
- ▌ Paper Assistant · lipu-jpg bundleUse when coordinating the complete academic paper writing workflow, managing stage transitions, or initializing a new paper project
- ▌ Paper Experiment · lipu-jpg bundleUse when running experiments, analyzing results, designing comparative experiments, or validating findings
- ▌ Paper Hypothesis · lipu-jpg bundleUse when generating research hypotheses, designing experiments, or evaluating hypothesis feasibility
- ▌ Paper Literature Review · lipu-jpg bundleUse when conducting literature review, searching for academic papers, identifying research gaps, or analyzing existing work
- ▌ Paper Downloader · lipu-jpgUse when downloading academic papers from arXiv, searching for papers, or managing paper downloads
- ▌ Canon · lipu-jpg查设定。Use when the author asks 查设定, 人物卡, 世界观, or types /canon. Read registered assets and search; do not create a second lorebook.
- ▌ Learn · lipu-jpg写法记忆。Use when the author asks 记住写法, 成功钩子, 作者偏好, or types /learn. Store style, hooks, and preferences as Workspace-scoped OpenWrite assets; do not create a second memory store.
- ▌ World Query · lipu-jpgUse when querying or maintaining novel world entities, character relationships, or the Studio relationship topology. Triggers include "世界观", "实体", "人物关系", "关系图", "拓扑", and "查询世界".
- ▌ Progress · lipu-jpg看进度。Use when the author asks 看进度, 写到哪, 现在哪一章, or types /progress. Read OpenWrite status; do not invent a local workflow store.
- ▌ Style System · lipu-jpg bundleUse when user wants to initialize style, extract reusable writing signals from user-supplied text, compose a project style guide, or analyze style drift.
- ▌ Novel Reviewer · lipu-jpgUse when user wants to check logic consistency, polish style, find plot holes, or review existing chapters. Triggers include "检查", "润色", "逻辑", "伏笔漏洞", "审查".
- ▌ Novel Creator · lipu-jpg bundleUse when user wants to write chapters, generate drafts, or continue the story. Triggers include "写第", "生成章节", "续写", "草稿", "创作".
- ▌ Foreshadow · lipu-jpg查伏笔。Use when the author asks 查伏笔, 待回收, 超期伏笔, or types /foreshadow. Read chapter obligations and continuity; do not keep a second foreshadow store.
- ▌ Write Next · lipu-jpg写下一章。Use when the author asks 写下一章, 续写, 生成章节, or types /write-next. Preview context then call novel_write_chapter; never overwrite existing prose.
- ▌ Dialoguequality · lipu-jpgUse when user wants to analyze dialogue style, extract speech patterns, compare character voices, or detect AI-sounding dialogue. Triggers include "对话", "口头禅", "角色声音", "对白", "AI味对话".
- ▌ Oh Story Deslop · lipu-jpg bundle诊断并精修网络小说中的机械 AI 读感，包括重复解释、句式过度齐整、对话同声、抽象判断、万能身体反应、空泛氛围和无功能金句。用于去 AI 味、自然化润色或在保留作者声音的前提下压缩文本。
- ▌ Oh Story Review · lipu-jpg bundle对网络小说大纲、章节或短篇成稿做证据化商业审稿，按事实连续性、因果、人物选择、读者契约、节奏、信息、对话和表达分级问题。用于章节验收、整稿诊断、投稿前审查或生成优先修订清单。
- ▌ Export Book · lipu-jpg导出。Use when the author asks 导出, 备份, 出书, EPUB, or types /export-book. Preflight first; never use the host /export session-log command for the manuscript.
- ▌ Revise Span · lipu-jpg改这段。Use when the author asks 改这段, 扩写, 缩写, 去 AI 味, 按审稿改, or types /revise-span. Stage revision hunks; never PUT the manuscript.
- ▌ Dog Import Query · lipu-jpgQuery a smart-import DoG graph after a novel has been split into chapters. Use to inspect import completeness, AI precheck errors, and pending outline/asset/canonical setup.
- ▌ Dog Review Query · lipu-jpgQuery an existing hierarchical OpenWrite review-v2 artifact through dsh-dog. Use after novel_review_chapter or when inspecting six quality domains, evidence, coverage, blockers, delivery status, or the 37 legacy checks. Never rerun model review from DoG.
- ▌ Truth Validation · lipu-jpgUse when user wants to validate story consistency, check for plot holes, or verify state changes. Triggers include "验证", "一致性", "检查逻辑", "状态冲突".
- ▌ Workflow Manager · lipu-jpgUse when user wants to check writing progress, manage workflow stages, or resume interrupted tasks. Triggers include "工作流", "进度", "阶段", "写作流程".
- ▌ Dog Delivery Query · lipu-jpgQuery a chapter delivery DoG graph across manuscript, review, revision application, and re-review closure. Use after writing or reviewing a chapter, after revision actions, or when the user asks whether a chapter is truly ready to deliver.
- ▌ Review Chapter · lipu-jpg审这一章。Use when the author asks 审这一章, 审查, 检查逻辑, or types /review-chapter. Run six-domain novel_review_chapter; do not rerun review from DoG.
- ▌ Oh Story Long Write · lipu-jpg bundle规划和创作长篇网络小说，覆盖选题定位、读者契约、人物与世界设定、卷纲细纲、单章写作、日更续写和结构修订。用于开书、补纲、写指定章节、续写或回炉长篇正文。
- ▌ Oh Story Long Scan · lipu-jpg bundle研究长篇网文平台与榜单样本，分析读者契约、题材组合、主角机制、开篇兑现、更新阶段、升级空间和作者适配度。用于长篇扫榜、市场趋势观察、选题比较或开书前验证方向。
- ▌ Foreshadowing System · lipu-jpgUse when user wants to manage foreshadowing (伏笔), track story hooks, or check pending reveals. Triggers include "伏笔", "埋伏笔", "待回收", "伏笔状态".
- ▌ Oh Story Long Analyze · lipu-jpg bundle证据化拆解用户合法提供的长篇小说，分析开篇契约、逐章推进、剧情单元、人物关系、世界设定、情绪节奏、伏笔和表达技法。用于拆书、分析黄金开篇、建立对标报告或提炼可迁移模块。