# maxkb - Doramagic AI Context Pack > 定位：安装前体验与判断资产。它帮助宿主 AI 有一个好的开始，但不代表已经安装、执行或验证目标项目。 ## 充分原则 - **充分原则，不是压缩原则**：AI Context Pack 应该充分到让宿主 AI 在开工前理解项目价值、能力边界、使用入口、风险和证据来源；它可以分层组织，但不以最短摘要为目标。 - **压缩策略**：只压缩噪声和重复内容，不压缩会影响判断和开工质量的上下文。 ## 给宿主 AI 的使用方式 你正在读取 Doramagic 为 maxkb 编译的 AI Context Pack。请把它当作开工前上下文：帮助用户理解适合谁、能做什么、如何开始、哪些必须安装后验证、风险在哪里。不要声称你已经安装、运行或执行了目标项目。 ## Claim 消费规则 - **事实来源**：Repo Evidence + Claim/Evidence Graph；Human Wiki 只提供显著性、术语和叙事结构。 - **事实最低状态**：`supported` - `supported`：可以作为项目事实使用，但回答中必须引用 claim_id 和证据路径。 - `weak`：只能作为低置信度线索，必须要求用户继续核实。 - `inferred`：只能用于风险提示或待确认问题，不能包装成项目事实。 - `unverified`：不得作为事实使用，应明确说证据不足。 - `contradicted`：必须展示冲突来源，不得替用户强行选择一个版本。 ## 它最适合谁 - **正在使用 Claude/Codex/Cursor/Gemini 等宿主 AI 的开发者**：README 或插件配置提到多个宿主 AI。 证据：`README.md` Claim：`clm_0002` supported 0.86 ## 它能做什么 - **项目知识预览**（可做安装前预览）：项目可被阅读和解释，但当前证据不足以确认可安装能力或运行入口。 证据：`README.md`, `ui/README.md`, `ui/package.json`, `CONTRIBUTING.md` 等 Claim：`clm_0001` supported 0.86 ## 怎么开始 - 项目证据中没有稳定 Quick Start 命令；此项应留空，而不是由 Doramagic 编造。 ## 继续前判断卡 - **当前建议**：先做 Prompt Preview - **为什么**：当前信息足以做安装前体验，但真实兼容性、输出质量或风险边界还不能直接相信。 ### 30 秒判断 - **现在怎么做**：先做 Prompt Preview - **最小安全下一步**：先跑 Prompt Preview - **先别相信**：真实输出质量不能在安装前相信。 - **继续会触碰**：宿主 AI 上下文 ### 现在可以相信 - **适合人群线索：正在使用 Claude/Codex/Cursor/Gemini 等宿主 AI 的开发者**（supported）：有 supported claim 或项目证据支撑，但仍不等于真实安装效果。 证据：`README.md` Claim：`clm_0002` supported 0.86 - **能力存在：项目知识预览**（supported）：可以相信项目包含这类能力线索；是否适合你的具体任务仍要试用或安装后验证。 证据：`README.md`, `ui/README.md`, `ui/package.json`, `CONTRIBUTING.md` 等 Claim：`clm_0001` supported 0.86 ### 现在还不能相信 - **真实输出质量不能在安装前相信。**（unverified）：Prompt Preview 只能展示引导方式，不能证明真实项目中的结果质量。 - **宿主 AI 版本兼容性不能在安装前相信。**（unverified）：Claude、Cursor、Codex、Gemini 等宿主加载规则和版本差异必须在真实环境验证。 - **不会污染现有宿主 AI 行为，不能直接相信。**（inferred）：Skill、plugin、AGENTS/CLAUDE/GEMINI 指令可能改变宿主 AI 的默认行为。 - **可安全回滚不能默认相信。**（unverified）：除非项目明确提供卸载和恢复说明，否则必须先在隔离环境验证。 - **真实安装后是否与用户当前宿主 AI 版本兼容？**（unverified）：兼容性只能通过实际宿主环境验证。 - **项目输出质量是否满足用户具体任务？**（unverified）：安装前预览只能展示流程和边界，不能替代真实评测。 ### 继续会触碰什么 - **宿主 AI 上下文**：AI Context Pack、Prompt Preview、Skill 路由、风险规则和项目事实。 原因：导入上下文会影响宿主 AI 后续判断，必须避免把未验证项包装成事实。 ### 最小安全下一步 - **先跑 Prompt Preview**：用安装前交互式试用判断工作方式是否匹配，不需要授权或改环境。（适用：任何项目都适用，尤其是输出质量未知时。） - **安装后只验证一个最小任务**：先验证加载、兼容、输出质量和回滚，再决定是否深用。（适用：准备从试用进入真实工作流时。） ### 退出方式 - **保留安装前状态**：记录原始宿主配置和项目状态，后续才能判断是否可恢复。 - **如果没有回滚路径，不进入主力环境**：不可回滚是继续前阻断项，不应靠信任或运气继续。 ## 哪些只能预览 - 解释项目适合谁和能做什么 - 基于项目文档演示典型对话流程 - 帮助用户判断是否值得安装或继续研究 ## 哪些必须安装后验证 - 真实安装 Skill、插件或 CLI - 执行脚本、修改本地文件或访问外部服务 - 验证真实输出质量、性能和兼容性 ## 边界与风险判断卡 - **把安装前预览误认为真实运行**：用户可能高估项目已经完成的配置、权限和兼容性验证。 处理方式：明确区分 prompt_preview_can_do 与 runtime_required。 Claim：`clm_0003` inferred 0.45 - **待确认**：真实安装后是否与用户当前宿主 AI 版本兼容？。原因：兼容性只能通过实际宿主环境验证。 - **待确认**：项目输出质量是否满足用户具体任务？。原因：安装前预览只能展示流程和边界，不能替代真实评测。 ## 开工前工作上下文 ### 加载顺序 - 先读取 how_to_use.host_ai_instruction，建立安装前判断资产的边界。 - 读取 claim_graph_summary，确认事实来自 Claim/Evidence Graph，而不是 Human Wiki 叙事。 - 再读取 intended_users、capabilities 和 quick_start_candidates，判断用户是否匹配。 - 需要执行具体任务时，优先查 role_skill_index，再查 evidence_index。 - 遇到真实安装、文件修改、网络访问、性能或兼容性问题时，转入 risk_card 和 boundaries.runtime_required。 ### 任务路由 - **项目知识预览**：先基于 role_skill_index / evidence_index 帮用户挑选可用角色、Skill 或工作流。 边界：可做安装前 Prompt 体验。 证据：`README.md`, `ui/README.md`, `ui/package.json`, `CONTRIBUTING.md` 等 Claim：`clm_0001` supported 0.86 ### 上下文规模 - 文件总数：2066 - 重要文件覆盖：40/2066 - 证据索引条目：63 - 角色 / Skill 条目：3 ### 证据不足时的处理 - **missing_evidence**：说明证据不足，要求用户提供目标文件、README 段落或安装后验证记录；不要补全事实。 - **out_of_scope_request**：说明该任务超出当前 AI Context Pack 证据范围，并建议用户先查看 Human Manual 或真实安装后验证。 - **runtime_request**：给出安装前检查清单和命令来源，但不要替用户执行命令或声称已执行。 - **source_conflict**：同时展示冲突来源，标记为待核实，不要强行选择一个版本。 ## Prompt Recipes ### 适配判断 - 目标：判断这个项目是否适合用户当前任务。 - 预期输出：适配结论、关键理由、证据引用、安装前可预览内容、必须安装后验证内容、下一步建议。 ```text 请基于 maxkb 的 AI Context Pack，先问我 3 个必要问题，然后判断它是否适合我的任务。回答必须包含：适合谁、能做什么、不能做什么、是否值得安装、证据来自哪里。所有项目事实必须引用 evidence_refs、source_paths 或 claim_id。 ``` ### 安装前体验 - 目标：让用户在安装前感受核心工作流，同时避免把预览包装成真实能力或营销承诺。 - 预期输出：一段带边界标签的体验剧本、安装后验证清单和谨慎建议；不含真实运行承诺或强营销表述。 ```text 请把 maxkb 当作安装前体验资产，而不是已安装工具或真实运行环境。 请严格输出四段： 1. 先问我 3 个必要问题。 2. 给出一段“体验剧本”：用 [安装前可预览]、[必须安装后验证]、[证据不足] 三种标签展示它可能如何引导工作流。 3. 给出安装后验证清单：列出哪些能力只有真实安装、真实宿主加载、真实项目运行后才能确认。 4. 给出谨慎建议：只能说“值得继续研究/试装”“先补充信息后再判断”或“不建议继续”，不得替项目背书。 硬性边界： - 不要声称已经安装、运行、执行测试、修改文件或产生真实结果。 - 不要写“自动适配”“确保通过”“完美适配”“强烈建议安装”等承诺性表达。 - 如果描述安装后的工作方式，必须使用“如果安装成功且宿主正确加载 Skill，它可能会……”这种条件句。 - 体验剧本只能写成“示例台词/假设流程”：使用“可能会询问/可能会建议/可能会展示”，不要写“已写入、已生成、已通过、正在运行、正在生成”。 - Prompt Preview 不负责给安装命令；如用户准备试装，只能提示先阅读 Quick Start 和 Risk Card，并在隔离环境验证。 - 所有项目事实必须来自 supported claim、evidence_refs 或 source_paths；inferred/unverified 只能作风险或待确认项。 ``` ### 角色 / Skill 选择 - 目标：从项目里的角色或 Skill 中挑选最匹配的资产。 - 预期输出：候选角色或 Skill 列表，每项包含适用场景、证据路径、风险边界和是否需要安装后验证。 ```text 请读取 role_skill_index，根据我的目标任务推荐 3-5 个最相关的角色或 Skill。每个推荐都要说明适用场景、可能输出、风险边界和 evidence_refs。 ``` ### 风险预检 - 目标：安装或引入前识别环境、权限、规则冲突和质量风险。 - 预期输出：环境、权限、依赖、许可、宿主冲突、质量风险和未知项的检查清单。 ```text 请基于 risk_card、boundaries 和 quick_start_candidates，给我一份安装前风险预检清单。不要替我执行命令，只说明我应该检查什么、为什么检查、失败会有什么影响。 ``` ### 宿主 AI 开工指令 - 目标：把项目上下文转成一次对话开始前的宿主 AI 指令。 - 预期输出：一段边界明确、证据引用明确、适合复制给宿主 AI 的开工前指令。 ```text 请基于 maxkb 的 AI Context Pack，生成一段我可以粘贴给宿主 AI 的开工前指令。这段指令必须遵守 not_runtime=true，不能声称项目已经安装、运行或产生真实结果。 ``` ## 角色 / Skill 索引 - 共索引 3 个角色 / Skill / 项目文档条目。 - **Quick start**（project_doc）：Open-source platform for building enterprise-grade agents 强大易用的企业级智能体平台 中文 简体 English 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`README.md` - **ui**（project_doc）：This template should help get you started developing with Vue 3 in Vite. 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`ui/README.md` - **Contributing**（project_doc）：As a contributor, you should agree that: 激活提示：当用户需要理解项目结构、安装方式或边界时参考。 证据：`CONTRIBUTING.md` ## 证据索引 - 共索引 63 条证据。 - **Quick start**（documentation）：Open-source platform for building enterprise-grade agents 强大易用的企业级智能体平台 中文 简体 English 证据：`README.md` - **ui**（documentation）：This template should help get you started developing with Vue 3 in Vite. 证据：`ui/README.md` - **Package**（package_manifest）：{ "name": "ui", "version": "0.0.0", "private": true, "type": "module", "scripts": { "dev": "vite", "chat": "vite --mode chat", "build": "run-p type-check \"build-only {@}\" --", "build-chat": "run-p type-check \"build-only-chat {@}\" --", "preview": "vite preview", "build-only": "vite build", "build-only-chat": "vite build --mode chat", "type-check": "vue-tsc --build", "lint": "eslint . --fix", "format": "prettier --write src/" }, "dependencies": { "@antv/layout": "^0.3.1", "@codemirror/lang-json": "^6.0.1", "@codemirror/lang-python": "^6.2.1", "@codemirror/theme-one-dark": "^6.1.2", "@he-tree/vue": "^2.10.5", "@logicflow/core": "^1.2.27", "@logicflow/extension": "^1.2.27", "@vavt/cm-extens… 证据：`ui/package.json` - **Contributing**（documentation）：As a contributor, you should agree that: 证据：`CONTRIBUTING.md` - **License**（source_file）：GNU GENERAL PUBLIC LICENSE Version 3, 29 June 2007 证据：`LICENSE` - **Document**（source_file）：class DocumentSplitAPI APIMixin ⋮---- @staticmethod def get parameters ⋮---- @staticmethod def get request class DocumentBatchAPI APIMixin ⋮---- @staticmethod def get response class DocumentBatchCreateAPI APIMixin class DocumentCreateAPI APIMixin class DocumentReadAPI APIMixin class DocumentEditAPI DocumentReadAPI class DocumentDeleteAPI DocumentReadAPI class TableDocumentCreateAPI APIMixin class QaDocumentCreateAPI TableDocumentCreateAPI class WebDocumentCreateAPI APIMixin class CancelTaskAPI DocumentReadAPI class BatchCancelTaskAPI DocumentReadAPI class SyncWebAPI DocumentReadAPI class RefreshAPI DocumentReadAPI class BatchEditHitHandlingAPI APIMixin class DocumentTreeReadAPI APIMixin cla… 证据：`apps/knowledge/api/document.py` - **Knowledge**（source_file）：class KnowledgeCreateResponse ResultSerializer ⋮---- def get data self class KnowledgeReadAPI APIMixin ⋮---- @staticmethod def get parameters ⋮---- @staticmethod def get response class KnowledgeBaseCreateAPI APIMixin ⋮---- @staticmethod def get request ⋮---- class KnowledgeWebCreateAPI APIMixin class KnowledgeEditAPI APIMixin class KnowledgeTreeReadAPI KnowledgeReadAPI class KnowledgePageAPI KnowledgeReadAPI class SyncWebAPI APIMixin class GenerateRelatedAPI SyncWebAPI class HitTestAPI SyncWebAPI class EmbeddingAPI SyncWebAPI class GetModelAPI SyncWebAPI class KnowledgeExportAPI APIMixin class KnowledgeBatchOperateAPI APIMixin ⋮---- @staticmethod def get move request class KnowledgeImportAP… 证据：`apps/knowledge/api/knowledge.py` - **Knowledge Version**（source_file）：class KnowledgeListVersionResult ResultSerializer ⋮---- def get data self class KnowledgePageVersionResult ResultPageSerializer class KnowledgeWorkflowVersionResult ResultSerializer class KnowledgeVersionAPI APIMixin ⋮---- @staticmethod def get parameters class KnowledgeVersionOperateAPI APIMixin ⋮---- @staticmethod def get response class KnowledgeVersionListAPI APIMixin class KnowledgeVersionPageAPI APIMixin 证据：`apps/knowledge/api/knowledge_version.py` - **Knowledge Workflow**（source_file）：class KnowledgeWorkflowApi APIMixin class KnowledgeWorkflowVersionApi APIMixin class KnowledgeWorkflowActionPageApi APIMixin ⋮---- @staticmethod def get request class KnowledgeWorkflowActionApi APIMixin ⋮---- @staticmethod def get parameters class Operate APIMixin ⋮---- @staticmethod def get parameters class KnowledgeWorkflowExportApi APIMixin ⋮---- @staticmethod def get response class KnowledgeWorkflowImportApi APIMixin 证据：`apps/knowledge/api/knowledge_workflow.py` - **Paragraph**（source_file）：class ParagraphReadResponse ResultSerializer ⋮---- @staticmethod def get data class ParagraphReadAPI APIMixin ⋮---- @staticmethod def get parameters ⋮---- @staticmethod def get response class ParagraphCreateAPI APIMixin ⋮---- @staticmethod def get request ⋮---- class ParagraphBatchDeleteAPI ParagraphCreateAPI class ParagraphBatchGenerateRelatedAPI ParagraphCreateAPI class ParagraphGetAPI APIMixin class ParagraphEditAPI ParagraphGetAPI class ProblemCreateAPI ParagraphGetAPI class UnAssociationAPI APIMixin class AssociationAPI UnAssociationAPI class ParagraphPageAPI APIMixin class ParagraphMigrateAPI APIMixin class ParagraphAdjustOrderAPI APIMixin 证据：`apps/knowledge/api/paragraph.py` - **Termbase**（source_file）：class TermbaseReadAPI APIMixin ⋮---- @staticmethod def get parameters ⋮---- @staticmethod def get response class TermbaseBatchCreateAPI TermbaseReadAPI ⋮---- @staticmethod def get request class BatchDeleteAPI TermbaseReadAPI class TermbasePageAPI APIMixin class TermbaseDeleteAPI APIMixin class TermbaseEditAPI TermbaseDeleteAPI class TermbaseParagraphAPI TermbaseDeleteAPI 证据：`apps/knowledge/api/termbase.py` - **0008 Termbase**（source_file）：class Migration migrations.Migration ⋮---- dependencies = operations = 证据：`apps/knowledge/migrations/0008_termbase.py` - **Knowledge**（source_file）：class KnowledgeType models.IntegerChoices ⋮---- BASE = 0, "通用类型" WEB = 1, "web站点类型" LARK = 2, "飞书类型" YUQUE = 3, "语雀类型" WORKFLOW = 4, "工作流类型" class TaskType Enum ⋮---- EMBEDDING = 1 GENERATE PROBLEM = 2 SYNC = 3 TOKENIZE = 4 class State Enum ⋮---- PENDING = "0" STARTED = "1" SUCCESS = "2" FAILURE = "3" REVOKE = "4" REVOKED = "5" IGNORED = "n" class KnowledgeScope models.TextChoices ⋮---- SHARED = "SHARED", "共享" WORKSPACE = "WORKSPACE", "工作空间可用" class HitHandlingMethod models.TextChoices ⋮---- optimization = "optimization", "模型优化" directly return = "directly return", "直接返回" class Status ⋮---- type cls = TaskType state cls = State def init self, status: str = None ⋮---- status list = list stat… 证据：`apps/knowledge/models/knowledge.py` - **修改段落信息**（source_file）：default split handle = TextSplitHandle split handles = md qa split handle = MarkdownParseQAHandle parse qa handle list = XlsParseQAHandle , CsvParseQAHandle , XlsxParseQAHandle , ZipParseQAHandle parse table handle list = CsvParseTableHandle , XlsParseTableHandle , XlsxParseTableHandle def convert uuid to str obj class BatchCancelInstanceSerializer serializers.Serializer ⋮---- id list = serializers.ListField required=True, child=serializers.UUIDField required=True , label= "id list" type = serializers.IntegerField required=True, label= "task type" def is valid self, , raise exception=False ⋮---- type = self.data.get "type" ⋮---- class DocumentInstanceSerializer serializers.Serializer ⋮----… 证据：`apps/knowledge/serializers/document.py` - **查询标签和文档标签关联**（source_file）：class KnowledgeModelSerializer serializers.ModelSerializer ⋮---- class Meta ⋮---- model = Knowledge fields = class KnowledgeBaseCreateRequest serializers.Serializer ⋮---- name = serializers.CharField required=True, label= "knowledge name" folder id = serializers.CharField required=True, label= "folder id" desc = serializers.CharField required=False, allow null=True, allow blank=True, label= "knowledge description" embedding model id = serializers.CharField required=True, label= "knowledge embedding" class KnowledgeImportRequest serializers.Serializer ⋮---- file = UploadedFileField required=True, label= "file" class KnowledgeWebCreateRequest serializers.Serializer ⋮---- source url = serializ… 证据：`apps/knowledge/serializers/knowledge.py` - **Knowledge Version**（source_file）：class KnowledgeWorkflowVersionEditSerializer serializers.Serializer ⋮---- name = serializers.CharField class KnowledgeVersionModelSerializer serializers.ModelSerializer ⋮---- class Meta ⋮---- model = KnowledgeWorkflowVersion fields = class KnowledgeWorkflowVersionQuerySerializer serializers.Serializer ⋮---- knowledge id = serializers.UUIDField required=True, label= "Knowledge ID" name = serializers.CharField required=False, allow null=True, allow blank=True, label= "summary" class KnowledgeWorkflowVersionSerializer serializers.Serializer ⋮---- workspace id = serializers.CharField required=False, label= "Workspace ID" class Query serializers.Serializer ⋮---- workspace id = serializers.CharFi… 证据：`apps/knowledge/serializers/knowledge_version.py` - **存在的工具列表**（source_file）：tool executor = ToolExecutor def hand node node, update tool map ⋮---- tool lib id = node.get "properties", {} .get "node data", {} .get "tool lib id" or "" ⋮---- node data = node.get "properties", {} .get "node data", {} mcp tool ids = node data.get "mcp tool ids" or ⋮---- tool ids = node data.get "tool ids" or ⋮---- skill tool ids = node data.get "skill tool ids" or ⋮---- mcp tool id = node.get "properties", {} .get "node data", {} .get "mcp tool id" or "" ⋮---- class KnowledgeWorkflowModelSerializer serializers.ModelSerializer ⋮---- class Meta ⋮---- model = KnowledgeWorkflow fields = " all " class KnowledgeWorkflowActionRequestSerializer serializers.Serializer ⋮---- data source = seriali… 证据：`apps/knowledge/serializers/knowledge_workflow.py` - **Paragraph**（source_file）：class NullCharacterStrippedCharField serializers.CharField ⋮---- def to internal value self, data ⋮---- data = data.replace "\x00", "" ⋮---- class ParagraphSerializer serializers.ModelSerializer ⋮---- class Meta ⋮---- model = Paragraph fields = "id", "content", "is active", "document id", "title", "create time", "update time", "position" class ParagraphInstanceSerializer serializers.Serializer ⋮---- content = NullCharacterStrippedCharField title = NullCharacterStrippedCharField problem list = ProblemInstanceSerializer required=False, many=True is active = serializers.BooleanField required=False, label= "Is active" class EditParagraphSerializers serializers.Serializer class ParagraphBatchGen… 证据：`apps/knowledge/serializers/paragraph.py` - **Termbase**（source_file）：class TermbaseSerializer serializers.ModelSerializer ⋮---- class Meta ⋮---- model = Termbase fields = "id", "content", "knowledge id", "create time", "update time" class TermbaseInstanceSerializer serializers.Serializer ⋮---- id = serializers.CharField required=False, label= "termbase id" content = serializers.CharField required=True, max length=256, label= "content" class TermbaseBatchSerializer serializers.Serializer ⋮---- termbase list = serializers.ListField class TermbaseSerializers serializers.Serializer ⋮---- class BatchOperate serializers.Serializer ⋮---- workspace id = serializers.CharField required=True, label= "workspace id" knowledge id = serializers.UUIDField required=True, lab… 证据：`apps/knowledge/serializers/termbase.py` - **Document**（source_file）：class DocumentView APIView ⋮---- authentication classes = TokenAuth ⋮---- def post self, request: Request, workspace id: str, knowledge id: str ⋮---- def get self, request: Request, workspace id: str, knowledge id: str ⋮---- raw tags = request.query params.getlist "tags " ⋮---- class Operate APIView ⋮---- def get self, request: Request, workspace id: str, knowledge id: str, document id: str ⋮---- operate = DocumentSerializers.Operate ⋮---- def put self, request: Request, workspace id: str, knowledge id: str, document id: str ⋮---- def delete self, request: Request, workspace id: str, knowledge id: str, document id: str class Split APIView ⋮---- parser classes = MultiPartParser ⋮---- split d… 证据：`apps/knowledge/views/document.py` - **Knowledge**（source_file）：def get knowledge operation object batch knowledge id list ⋮---- knowledge model list = QuerySet model=Knowledge .filter id in=knowledge id list ⋮---- class KnowledgeView APIView ⋮---- authentication classes = TokenAuth ⋮---- def get self, request: Request, workspace id: str class Operate APIView ⋮---- def put self, request: Request, workspace id: str, knowledge id: str ⋮---- def delete self, request: Request, workspace id: str, knowledge id: str ⋮---- def get self, request: Request, workspace id: str, knowledge id: str class BatchDelete APIView ⋮---- def put self, request: Request, workspace id: str ⋮---- id list = request.data.get 'id list', permitted ids = check batch permissions ⋮---- d… 证据：`apps/knowledge/views/knowledge.py` - **Knowledge Workflow**（source_file）：class KnowledgeDatasourceFormListView APIView ⋮---- authentication classes = TokenAuth ⋮---- def post self, request: Request, workspace id: str, knowledge id: str, type: str, id: str ⋮---- r = KnowledgeWorkflowSerializer.Datasource ⋮---- class KnowledgeDatasourceView APIView ⋮---- def post self, request: Request, workspace id: str, knowledge id: str, type: str, id: str, function name: str class KnowledgeWorkflowUploadDocumentView APIView ⋮---- def post self, request: Request, workspace id: str, knowledge id: str class KnowledgeWorkflowActionView APIView ⋮---- class Page APIView ⋮---- def get self, request: Request, workspace id: str, knowledge id: str, current page: int, page size: int clas… 证据：`apps/knowledge/views/knowledge_workflow.py` - **Paragraph**（source_file）：class ParagraphView APIView ⋮---- authentication classes = TokenAuth ⋮---- def get self, request: Request, workspace id: str, knowledge id: str, document id: str ⋮---- q = ParagraphSerializers.Query ⋮---- def post self, request: Request, workspace id: str, knowledge id: str, document id: str class BatchDelete APIView ⋮---- def put self, request: Request, workspace id: str, knowledge id: str, document id: str class BatchMigrate APIView class BatchGenerateRelated APIView class Operate APIView ⋮---- def put self, request: Request, workspace id: str, knowledge id: str, document id: str, paragraph id: str ⋮---- o = ParagraphSerializers.Operate ⋮---- def get self, request: Request, workspace id:… 证据：`apps/knowledge/views/paragraph.py` - **Termbase**（source_file）：class TermbaseView APIView ⋮---- authentication classes = TokenAuth ⋮---- def get self, request: Request, workspace id: str, knowledge id: str ⋮---- q = TermbaseSerializers.Query ⋮---- def post self, request: Request, workspace id: str, knowledge id: str class BatchDelete APIView ⋮---- def put self, request: Request, workspace id: str, knowledge id: str class BatchExport APIView class Operate APIView ⋮---- def delete self, request: Request, workspace id: str, knowledge id: str, termbase id: str ⋮---- def put self, request: Request, workspace id: str, knowledge id: str, termbase id: str class Page APIView ⋮---- def get self, request: Request, workspace id: str, knowledge id: str, current pag… 证据：`apps/knowledge/views/termbase.py` - **Tool**（source_file）：class ToolCreateResponse ResultSerializer ⋮---- def get data self class ToolCreateAPI APIMixin ⋮---- @staticmethod def get parameters ⋮---- @staticmethod def get request ⋮---- @staticmethod def get response class ToolReadAPI APIMixin class ToolEditAPI ToolReadAPI class ToolDeleteAPI ToolReadAPI class ToolTreeReadAPI APIMixin class ToolDebugApi APIMixin class ToolExportAPI APIMixin class ToolImportAPI APIMixin class ToolPageAPI ToolReadAPI class PylintAPI APIMixin class EditIconAPI APIMixin class GetInternalToolAPI APIMixin class AddInternalToolAPI APIMixin class ToolBatchOperateAPI APIMixin ⋮---- @staticmethod def get move request 证据：`apps/tools/api/tool.py` - **Tool**（source_file）：class ToolFolder MPTTModel, AppModelMixin ⋮---- id = models.CharField primary key=True, max length=64, editable=False, verbose name="主键id" name = models.CharField max length=64, verbose name="文件夹名称", db index=True desc = models.CharField max length=200, null=True, blank=True, verbose name="描述" user = models.ForeignKey User, on delete=models.SET NULL, db constraint=False, blank=True, null=True workspace id = models.CharField max length=64, verbose name="工作空间id", default="default", db index=True parent = TreeForeignKey 'self', on delete=models.DO NOTHING, null=True, blank=True, related name='children' class Meta ⋮---- db table = "tool folder" class MPTTMeta ⋮---- order insertion by = 'name' c… 证据：`apps/tools/models/tool.py` - **处理 work flow template**（source_file）：tool executor = ToolExecutor def hand node node, update tool map ⋮---- tool lib id = node.get "properties", {} .get "node data", {} .get "tool lib id" or "" ⋮---- node data = node.get "properties", {} .get "node data", {} mcp tool ids = node data.get "mcp tool ids" or ⋮---- tool ids = node data.get "tool ids" or ⋮---- skill tool ids = node data.get "skill tool ids" or ⋮---- mcp tool id = node.get "properties", {} .get "node data", {} .get "mcp tool id" or "" ⋮---- class ToolInstance ⋮---- def init self, tool: dict, version: str ALLOWED CLASSES = { "builtins", "dict" , "uuid", "UUID" , "tools.serializers.tool", "ToolInstance" } class NewUUID ⋮---- def init self def generate uuid self, id ⋮--… 证据：`apps/tools/serializers/tool.py` - **Tool**（source_file）：def get tool operation object tool id ⋮---- tool model = QuerySet model=Tool .filter id=tool id .first ⋮---- def get tool operation object batch tool id list ⋮---- tool model list = QuerySet model=Tool .filter id in=tool id list ⋮---- class ToolView APIView ⋮---- authentication classes = TokenAuth ⋮---- def post self, request: Request, workspace id: str ⋮---- def get self, request: Request, workspace id: str class Debug APIView class Operate APIView ⋮---- def put self, request: Request, workspace id: str, tool id: str ⋮---- @log menu='Tool', operate='Get tool' def get self, request: Request, workspace id: str, tool id: str ⋮---- def delete self, request: Request, workspace id: str, tool id:… 证据：`apps/tools/views/tool.py` - **Application**（source_file）：import { Result } from '@/request/Result' import { get, post, postStream, del, put, request, download, exportFile } from '@/request/index' import type { pageRequest } from '@/api/type/common' import type { ApplicationFormType } from '@/api/type/application' import { type Ref } from 'vue' import useStore from '@/stores' ⋮---- const getAllApplication: param?: any, loading?: Ref = Promise = param, loading, = const getApplication: page: pageRequest, param: any, loading?: Ref , = Promise = page, param, loading = const postApplication: data: ApplicationFormType, loading?: Ref , = Promise = data, loading = const putApplication: application id: string, data: ApplicationFormType, loading?: Ref , = P… 证据：`ui/src/api/application/application.ts` - **Document**（source_file）：import { Result } from '@/request/Result' import { del, exportExcel, exportExcelPost, exportFile, exportFilePost, get, post, put } from '@/request/index' import type { Ref } from 'vue' import type { KeyValue, pageRequest } from '@/api/type/common' import useStore from '@/stores' ⋮---- const getDocumentList: knowledge id: string, loading?: Ref = Promise = knowledge id, loading, = const getDocumentPage: knowledge id: string, page: pageRequest, param: any, loading?: Ref , = Promise = knowledge id, page, param, loading = const getDocumentDetail: knowledge id: string, document id: string, loading?: Ref , = Promise = knowledge id, document id, loading = const putDocument: knowledge id: string, do… 证据：`ui/src/api/knowledge/document.ts` - **Knowledge**（source_file）：import { Result } from '@/request/Result' import { get, post, del, put, exportFile, exportExcel } from '@/request/index' import { type Ref } from 'vue' import type { Dict, pageRequest } from '@/api/type/common' import type { knowledgeData } from '@/api/type/knowledge' import useStore from '@/stores' ⋮---- const getKnowledgeList: param?: any, loading?: Ref = Promise = param, loading, = const getKnowledgeListPage: page: pageRequest, param?: any, loading?: Ref , = Promise = page, param, loading = const getKnowledgeDetail: knowledge id: string, loading?: Ref = Promise = knowledge id, loading, = const putKnowledge: knowledge id: string, data: any, loading?: Ref , = Promise = knowledge id, data,… 证据：`ui/src/api/knowledge/knowledge.ts` - **Problem**（source_file）：import { Result } from '@/request/Result' import { get, post, del, put } from '@/request/index' import type { Ref } from 'vue' import type { pageRequest } from '@/api/type/common' import useStore from '@/stores' ⋮---- const postProblems: knowledge id: string, data: any, loading?: Ref , = Promise = knowledge id, data, loading = const getProblemsPage: knowledge id: string, page: pageRequest, param: any, loading?: Ref , = Promise = knowledge id, page, param, loading = const putProblems: knowledge id: string, problem id: string, data: any, loading?: Ref , = Promise = knowledge id, problem id, data: any, loading = const delProblems: knowledge id: string, problem id: string, loading?: Ref , = Pro… 证据：`ui/src/api/knowledge/problem.ts` - **Shared Workspace**（source_file）：import {Result} from '@/request/Result' import {get, post, del, put, exportFile, exportExcel} from '@/request/index' import {type Ref} from 'vue' import type {PageList, pageRequest} from '@/api/type/common' import type {knowledgeData} from '@/api/type/knowledge' import useStore from '@/stores' import type {ChatUserGroupItem} from './type/workspaceChatUser' ⋮---- const getKnowledgeList: loading?: Ref = Promise = loading = const getKnowledgeListPage: page: pageRequest, param: any, loading?: Ref , = Promise = page, param, loading = const getKnowledgeDetail: knowledge id: string, loading?: Ref = Promise = knowledge id, loading, = const getDocumentPage: knowledge id: string, page: pageRequest, p… 证据：`ui/src/api/shared-workspace.ts` - **Application**（source_file）：import { Result } from '@/request/Result' import { get, post, postStream, del, put, request, download, exportFile } from '@/request/index' import type { pageRequest } from '@/api/type/common' import type { ApplicationFormType } from '@/api/type/application' import { type Ref } from 'vue' ⋮---- const getAllApplication: param?: any, loading?: Ref = Promise = param, loading, = const getApplication: page: pageRequest, param: any, loading?: Ref , = Promise = page, param, loading = const putApplication: application id: string, data: ApplicationFormType, loading?: Ref , = Promise = application id, data, loading = const delApplication: application id: string, loading?: Ref , = Promise = application… 证据：`ui/src/api/system-resource-management/application.ts` - **Document**（source_file）：import { Result } from '@/request/Result' import { get, post, del, put, exportExcel, exportFile, exportFilePost, exportExcelPost } from '@/request/index' import type { Ref } from 'vue' import type { KeyValue } from '@/api/type/common' import type { pageRequest } from '@/api/type/common' ⋮---- const getDocumentList: knowledge id: string, loading?: Ref = Promise = knowledge id, loading, = const getDocumentPage: knowledge id: string, page: pageRequest, param: any, loading?: Ref , = Promise = knowledge id, page, param, loading = const getDocumentDetail: knowledge id: string, document id: string, loading?: Ref , = Promise = knowledge id, document id, loading = const putDocument: knowledge id: st… 证据：`ui/src/api/system-resource-management/document.ts` - **Knowledge**（source_file）：import { Result } from '@/request/Result' import { get, post, del, put, exportFile, exportExcel } from '@/request/index' import { type Ref } from 'vue' import type { Dict, pageRequest } from '@/api/type/common' ⋮---- const getKnowledgeList: param?: any, loading?: Ref = Promise = param, loading, = const getKnowledgeListPage: page: pageRequest, param?: any, loading?: Ref , = Promise = page, param, loading = const getKnowledgeDetail: knowledge id: string, loading?: Ref = Promise = knowledge id, loading, = const putKnowledge: knowledge id: string, data: any, loading?: Ref , = Promise = knowledge id, data, loading = const delKnowledge: knowledge id: string, loading?: Ref = Promise = knowledge id… 证据：`ui/src/api/system-resource-management/knowledge.ts` - **Problem**（source_file）：import { Result } from '@/request/Result' import { get, post, del, put } from '@/request/index' import type { Ref } from 'vue' import type { pageRequest } from '@/api/type/common' ⋮---- const postProblems: knowledge id: string, data: any, loading?: Ref , = Promise = knowledge id, data, loading = const getProblemsPage: knowledge id: string, page: pageRequest, param: any, loading?: Ref , = Promise = knowledge id, page, param, loading = const putProblems: knowledge id: string, problem id: string, data: any, loading?: Ref , = Promise = knowledge id, problem id, data: any, loading = const delProblems: knowledge id: string, problem id: string, loading?: Ref , = Promise = knowledge id, problem id,… 证据：`ui/src/api/system-resource-management/problem.ts` - **Tool**（source_file）：import { Result } from '@/request/Result' import { get, post, del, put, exportFile, postStream, download } from '@/request/index' import { type Ref } from 'vue' import type { pageRequest } from '@/api/type/common' import type { toolData } from '@/api/type/tool' ⋮---- const getToolList: data?: any, loading?: Ref = Promise = data, loading, = const getAllToolList: data?: any, loading?: Ref = Promise = data, loading, = const getToolListPage: page: pageRequest, param?: any, loading?: Ref , = Promise = page, param, loading = const getToolById: tool id: string, loading?: Ref = Promise = tool id, loading, = const putTool: tool id: string, data: toolData, loading?: Ref = Promise = tool id, data, loa… 证据：`ui/src/api/system-resource-management/tool.ts` - **Trigger**（source_file）：import { Result } from '@/request/Result' import { get, post, del, put, exportFile } from '@/request/index' import { type Ref } from 'vue' import type { TriggerData } from '../type/trigger' ⋮---- const postResourceTrigger: source type: string, source id: string, data: TriggerData, loading?: Ref , = Promise = source type, source id, data, loading = const getResourceTriggerList: source type: string, source id: string, loading?: Ref , = Promise = source type, source id, loading = const getResourceTriggerDetail: source type: string, source id: string, trigger id: string, loading?: Ref , = Promise = source type, source id, trigger id, loading = const deleteResourceTrigger: source type: string, s… 证据：`ui/src/api/system-resource-management/trigger.ts` - **Document**（source_file）：import { Result } from '@/request/Result' import { get, post, del, put, exportExcel, exportFile, exportExcelPost, exportFilePost } from '@/request/index' import type { Ref } from 'vue' import type { KeyValue } from '@/api/type/common' import type { pageRequest } from '@/api/type/common' ⋮---- const getDocumentList: knowledge id: string, loading?: Ref = Promise = knowledge id, loading, = const getDocumentPage: knowledge id: string, page: pageRequest, param: any, loading?: Ref , = Promise = knowledge id, page, param, loading = const getDocumentDetail: knowledge id: string, document id: string, loading?: Ref , = Promise = knowledge id, document id, loading = const putDocument: knowledge id: st… 证据：`ui/src/api/system-shared/document.ts` - **Knowledge**（source_file）：import { Result } from '@/request/Result' import { get, post, del, put, exportFile, exportExcel } from '@/request/index' import { type Ref } from 'vue' import type { Dict, pageRequest } from '@/api/type/common' import type { knowledgeData } from '@/api/type/knowledge' ⋮---- const getKnowledgeList: param?: any, loading?: Ref = Promise = param, loading, = const getKnowledgeListPage: page: pageRequest, param?: any, loading?: Ref , = Promise = page, param, loading = const getKnowledgeDetail: knowledge id: string, loading?: Ref = Promise = knowledge id, loading, = const putKnowledge: knowledge id: string, data: any, loading?: Ref , = Promise = knowledge id, data, loading = const delKnowledge: kn… 证据：`ui/src/api/system-shared/knowledge.ts` - **Problem**（source_file）：import { Result } from '@/request/Result' import { get, post, del, put } from '@/request/index' import type { Ref } from 'vue' import type { pageRequest } from '@/api/type/common' ⋮---- const postProblems: knowledge id: string, data: any, loading?: Ref , = Promise = knowledge id, data, loading = const getProblemsPage: knowledge id: string, page: pageRequest, param: any, loading?: Ref , = Promise = knowledge id, page, param, loading = const putProblems: knowledge id: string, problem id: string, data: any, loading?: Ref , = Promise = knowledge id, problem id, data: any, loading = const delProblems: knowledge id: string, problem id: string, loading?: Ref , = Promise = knowledge id, problem id,… 证据：`ui/src/api/system-shared/problem.ts` - **Tool**（source_file）：import {Result} from '@/request/Result' import { get, post, del, put, exportFile, postStream, download } from '@/request/index' import {type Ref} from 'vue' import type {pageRequest} from '@/api/type/common' import type {toolData, AddInternalToolParam} from '@/api/type/tool' ⋮---- const getToolList: data?: any, loading?: Ref = Promise = data, loading, = const getAllToolList: data?: any, loading?: Ref = Promise = data, loading, = const getToolListPage: page: pageRequest, param?: any, loading?: Ref , = Promise = page, param, loading = const postTool: data: toolData, loading?: Ref = Promise = data, loading, = const putTool: tool id: string, data: toolData, loading?: Ref = Promise = tool id, da… 证据：`ui/src/api/system-shared/tool.ts` - **Role**（source_file）：import { get, post, del } from '@/request/index' import type { Ref } from 'vue' import { Result } from '@/request/Result' import type { RoleItem, RolePermissionItem, CreateOrUpdateParams, RoleMemberItem, CreateMemberParamsItem } from '@/api/type/role' import { RoleTypeEnum } from '@/enums/system' import type { pageRequest, PageList } from '@/api/type/common' ⋮---- const getRoleList: loading?: Ref = Promise = Promise = role type, loading = const getRolePermissionList: role id: string, loading?: Ref = Promise = role id, loading = const CreateOrUpdateRole: data: CreateOrUpdateParams, loading?: Ref , = Promise = data, loading = const deleteRole: role id: string, loading?: Ref = Promise = role i… 证据：`ui/src/api/system/role.ts` - **Tool**（source_file）：import { Result } from '@/request/Result' import { get, post, del, put, exportFile, postStream, download } from '@/request/index' import { type Ref } from 'vue' import type { pageRequest } from '@/api/type/common' import type { AddInternalToolParam, toolData } from '@/api/type/tool' import useStore from '@/stores' ⋮---- const getToolList: data?: any, loading?: Ref , = Promise , = Promise , = Promise = page, param, loading = const postTool: data: toolData, loading?: Ref = Promise = data, loading, = const putTool: tool id: string, data: toolData, loading?: Ref = Promise = tool id, data, loading, = const postToolTestConnection: data: toolData, loading?: Ref = Promise = data, loading, = const g… 证据：`ui/src/api/tool/tool.ts` - **Trigger**（source_file）：import { Result } from '@/request/Result' import { get, post, del, put } from '@/request/index' import type { User, ResetPasswordRequest, CheckCodeRequest } from '@/api/type/user' import type { Ref } from 'vue' import type { KeyValue, pageRequest } from '@/api/type/common' import useStore from '@/stores' import type { TriggerData } from '../type/trigger' ⋮---- const getTriggerList: data?: any, loading?: Ref = Promise = data, loading, = const getTriggerDetail: trigger id: string, loading?: Ref = Promise = trigger id, loading, = const postTrigger: data: TriggerData, loading?: Ref = Promise = data, loading, = const putTrigger: trigger id: string, data: TriggerData, loading?: Ref , = Promise =… 证据：`ui/src/api/trigger/trigger.ts` - **Application**（source_file）：import { type Dict } from '@/api/type/common' import { type Ref } from 'vue' import bus from '@/bus' interface ApplicationFormType { name?: string desc?: string model id?: string dialogue number?: number prologue?: string knowledge id list?: string knowledge setting?: any model setting?: any problem optimization?: boolean problem optimization prompt?: string icon?: string undefined type?: string work flow?: any model params setting?: any tts model params setting?: any stt model params setting?: any stt model id?: string tts model id?: string stt model enable?: boolean tts model enable?: boolean tts type?: string tts autoplay?: boolean stt autosend?: boolean folder id?: string workspace id?:… 证据：`ui/src/api/type/application.ts` - **Common**（source_file）：interface KeyValue { key: K value: V } interface Dict { propName: string : V } interface pageRequest { current page: number page size: number } interface PageList { current: number, size: number, total: number, records: T } interface ListItem { name: string, id?: string, } 证据：`ui/src/api/type/common.ts` - **Knowledge**（source_file）：interface knowledgeData { name: string folder id?: string desc: string embedding model id?: string documents?: Array } 证据：`ui/src/api/type/knowledge.ts` - **Role**（source_file）：import {RoleTypeEnum} from '@/enums/system' import type {FormItemRule} from 'element-plus' interface RoleItem { id: string, role name: string, type: RoleTypeEnum, create user: string, internal: boolean, user count?: number, } interface ChildrenPermissionItem { id: string name: string enable: boolean } interface RolePermissionItem { id: string, name: string, children: { id: string, name: string, permission: ChildrenPermissionItem , enable: boolean, } } interface RoleTableDataItem { module: string name: string permission: ChildrenPermissionItem enable: boolean perChecked: string indeterminate: boolean } interface CreateOrUpdateParams { role id?: string, role name: string, role type?: RoleType… 证据：`ui/src/api/type/role.ts` - **Tool**（source_file）：interface toolData { id?: string name?: string icon?: string desc?: string code?: string input field list?: Array init field list?: Array is active?: boolean folder id?: string tool type?: string fileList?: Array } interface AddInternalToolParam { name: string, folder id: string } 证据：`ui/src/api/type/tool.ts` - **Trigger**（source_file）：interface TriggerData { id?: string name?: string desc?: string trigger type?: string trigger setting?: Record meta?: Record is active?: boolean } 证据：`ui/src/api/type/trigger.ts` - **Role**（source_file）：import { get, post, del } from '@/request/index' import type { Ref } from 'vue' import { Result } from '@/request/Result' import type { RoleItem, RoleMemberItem, CreateMemberParamsItem, } from '@/api/type/role' import type { pageRequest, PageList } from '@/api/type/common' ⋮---- const getRoleList: loading?: Ref , = Promise , = Promise = role id, data, loading = const getRoleMemberList: role id: string, page: pageRequest, param: any, loading?: Ref , = Promise = role id, page, param, loading = const deleteRoleMember: role id: string, user relation id: string, loading?: Ref , = Promise = role id, user relation id, loading = 证据：`ui/src/api/workspace/role.ts` - **Application**（source_file）：import { h } from 'vue' 证据：`ui/src/components/app-icon/icons/application.ts` - **Document**（source_file）：import { h } from 'vue' 证据：`ui/src/components/app-icon/icons/document.ts` - **Knowledge**（source_file）：import { h } from 'vue' 证据：`ui/src/components/app-icon/icons/knowledge.ts` - **Tool**（source_file）：import { h } from 'vue' 证据：`ui/src/components/app-icon/icons/tool.ts` - **Trigger**（source_file）：import { h } from 'vue' 证据：`ui/src/components/app-icon/icons/trigger.ts` - **Application**（source_file）：export enum SearchMode { embedding = 'views.application.dialog.vectorSearch', keywords = 'views.application.dialog.fullTextSearch', blend = 'views.application.dialog.hybridSearch', } export enum WorkflowType { Base = 'base-node', KnowledgeBase = 'knowledge-base-node', Start = 'start-node', AiChat = 'ai-chat-node', SearchKnowledge = 'search-knowledge-node', SearchDocument = 'search-document-node', Question = 'question-node', Condition = 'condition-node', Reply = 'reply-node', ToolLib = 'tool-lib-node', ToolWorkflowLib = 'tool-workflow-lib-node', ToolLibCustom = 'tool-node', RerankerNode = 'reranker-node', Application = 'application-node', DocumentExtractNode = 'document-extract-node', Docume… 证据：`ui/src/enums/application.ts` - **Common**（source_file）：export enum DeviceType { Mobile = 'Mobile', Desktop = 'Desktop', } export enum ValidType { Application = 'application', Knowledge = 'knowledge', User = 'user', } export enum ValidCount { Application = 5, Knowledge = 50, User = 2, } export enum SourceTypeEnum { KNOWLEDGE = 'KNOWLEDGE', APPLICATION = 'APPLICATION', TOOL = 'TOOL', MODEL = 'MODEL', } 证据：`ui/src/enums/common.ts` - 其余 3 条证据见 `AI_CONTEXT_PACK.json` 或 `EVIDENCE_INDEX.json`。 ## 宿主 AI 必须遵守的规则 - **把本资产当作开工前上下文，而不是运行环境。**：AI Context Pack 只包含证据化项目理解，不包含目标项目的可执行状态。 证据：`README.md`, `ui/README.md`, `ui/package.json` - **回答用户时区分可预览内容与必须安装后才能验证的内容。**：安装前体验的消费者价值来自降低误装和误判，而不是伪装成真实运行。 证据：`README.md`, `ui/README.md`, `ui/package.json` ## 用户开工前应该回答的问题 - 你准备在哪个宿主 AI 或本地环境中使用它？ - 你只是想先体验工作流，还是准备真实安装？ - 你最在意的是安装成本、输出质量、还是和现有规则的冲突？ ## 验收标准 - 所有能力声明都能回指到 evidence_refs 中的文件路径。 - AI_CONTEXT_PACK.md 没有把预览包装成真实运行。 - 用户能在 3 分钟内看懂适合谁、能做什么、如何开始和风险边界。 --- ## Doramagic Context Augmentation 下面内容用于强化 Repomix/AI Context Pack 主体。Human Manual 只提供阅读骨架；踩坑日志会被转成宿主 AI 必须遵守的工作约束。 ## Human Manual 骨架 使用规则：这里只是项目阅读路线和显著性信号，不是事实权威。具体事实仍必须回到 repo evidence / Claim Graph。 宿主 AI 硬性规则： - 不得把页标题、章节顺序、摘要或 importance 当作项目事实证据。 - 解释 Human Manual 骨架时，必须明确说它只是阅读路线/显著性信号。 - 能力、安装、兼容性、运行状态和风险判断必须引用 repo evidence、source path 或 Claim Graph。 - **项目概览、技术栈与系统架构**：importance `high` - source_paths: README.md, main.py, apps/manage.py, apps/maxkb/settings/base/model.py, apps/maxkb/conf.py - **知识库管理、文档处理与 RAG 检索**：importance `high` - source_paths: apps/knowledge/models/knowledge.py, apps/knowledge/serializers/knowledge.py, apps/knowledge/views/knowledge.py, apps/knowledge/views/document.py, apps/knowledge/views/paragraph.py - **应用、对话流水线与 Agentic 工作流引擎**：importance `high` - source_paths: apps/application/models/application.py, apps/application/chat_pipeline/pipeline_manage.py, apps/application/chat_pipeline/I_base_chat_pipeline.py, apps/application/chat_pipeline/step/reset_problem_step/impl/base_reset_problem_step.py, apps/application/chat_pipeline/step/search_dataset_step/impl/base_search_dataset_step.py - **模型提供商、工具、MCP 与扩展机制**：importance `high` - source_paths: apps/models_provider/base_model_provider.py, apps/models_provider/impl/openai_model_provider/openai_model_provider.py, apps/models_provider/impl/anthropic_model_provider/anthropic_model_provider.py, apps/models_provider/impl/deepseek_model_provider/deepseek_model_provider.py, apps/models_provider/impl/ollama_model_provider/ollama_model_provider.py ## Repo Inspection Evidence / 源码检查证据 - repo_clone_verified: true - repo_inspection_verified: true - repo_commit: `5a101a73348ca7ef28b7e0a630529249f3d2a00c` - inspected_files: `README.md`, `pyproject.toml` 宿主 AI 硬性规则： - 没有 repo_clone_verified=true 时，不得声称已经读过源码。 - 没有 repo_inspection_verified=true 时，不得把 README/docs/package 文件判断写成事实。 - 没有 quick_start_verified=true 时，不得声称 Quick Start 已跑通。 ## Doramagic Pitfall Constraints / 踩坑约束 这些规则来自 Doramagic 发现、验证或编译过程中的项目专属坑点。宿主 AI 必须把它们当作工作约束，而不是普通说明文字。 ### Constraint 1: 依赖 Docker 环境 - Trigger: 安装/运行入口包含 Docker 命令：docker run -d --name=maxkb --restart=always -p 8080:8080 -v ~/.maxkb:/opt/maxkb 1panel/maxkb - Host AI rule: 标注 Docker 前置条件，并提供非 Docker 路径或失败提示。 - Why it matters: 非工程用户可能没有 Docker，启动成本明显增加。 - Evidence: identity.distribution | https://github.com/1Panel-dev/MaxKB | docker run -d --name=maxkb --restart=always -p 8080:8080 -v ~/.maxkb:/opt/maxkb 1panel/maxkb - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 ### Constraint 2: 可能修改宿主 AI 配置 - Trigger: 项目面向 Claude/Cursor/Codex/Gemini/OpenCode 等宿主，或安装命令涉及用户配置目录。 - Host AI rule: 列出会写入的配置文件、目录和卸载/回滚步骤。 - Why it matters: 安装可能改变本机 AI 工具行为，用户需要知道写入位置和回滚方法。 - Evidence: capability.host_targets | https://github.com/1Panel-dev/MaxKB | host_targets=mcp_host, claude, chatgpt - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 ### Constraint 3: 能力判断依赖假设 - Trigger: README/documentation is current enough for a first validation pass. - Host AI rule: 将假设转成下游验证清单。 - Why it matters: 假设不成立时，用户拿不到承诺的能力。 - Evidence: capability.assumptions | https://github.com/1Panel-dev/MaxKB | README/documentation is current enough for a first validation pass. - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 ### Constraint 4: 维护活跃度未知 - Trigger: 未记录 last_activity_observed。 - Host AI rule: 补 GitHub 最近 commit、release、issue/PR 响应信号。 - Why it matters: 新项目、停更项目和活跃项目会被混在一起，推荐信任度下降。 - Evidence: evidence.maintainer_signals | https://github.com/1Panel-dev/MaxKB | last_activity_observed missing - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 - Trigger: no_demo - Evidence: downstream_validation.risk_items | https://github.com/1Panel-dev/MaxKB | no_demo; severity=medium - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 ### Constraint 6: 存在评分风险 - Trigger: no_demo - Why it matters: 风险会影响是否适合普通用户安装。 - Evidence: risks.scoring_risks | https://github.com/1Panel-dev/MaxKB | no_demo; severity=medium - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 ### Constraint 7: issue/PR 响应质量未知 - Trigger: issue_or_pr_quality=unknown。 - Host AI rule: 抽样最近 issue/PR，判断是否长期无人处理。 - Why it matters: 用户无法判断遇到问题后是否有人维护。 - Evidence: evidence.maintainer_signals | https://github.com/1Panel-dev/MaxKB | issue_or_pr_quality=unknown - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 ### Constraint 8: 发布节奏不明确 - Trigger: release_recency=unknown。 - Host AI rule: 确认最近 release/tag 和 README 安装命令是否一致。 - Why it matters: 安装命令和文档可能落后于代码，用户踩坑概率升高。 - Evidence: evidence.maintainer_signals | https://github.com/1Panel-dev/MaxKB | release_recency=unknown - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。