From 0e4f5041f1f4a620665771194a9261ea78fd8ec6 Mon Sep 17 00:00:00 2001 From: wuyang6 Date: Thu, 23 Jul 2026 16:49:53 +0800 Subject: [PATCH] docs: add skill evaluation workbench design --- docs/assets/planning-data-driven-loop-v1.svg | 148 ++++++ .../planning-data-driven-loop-v1.svg.png | Bin 0 -> 388784 bytes docs/assets/planning-data-driven-loop-v2.svg | 133 ++++++ .../13-skill-evaluation-workbench.md | 451 ++++++++++++++++++ docs/technical-architecture/README.md | 1 + 5 files changed, 733 insertions(+) create mode 100644 docs/assets/planning-data-driven-loop-v1.svg create mode 100644 docs/assets/planning-data-driven-loop-v1.svg.png create mode 100644 docs/assets/planning-data-driven-loop-v2.svg create mode 100644 docs/technical-architecture/13-skill-evaluation-workbench.md diff --git a/docs/assets/planning-data-driven-loop-v1.svg b/docs/assets/planning-data-driven-loop-v1.svg new file mode 100644 index 0000000..c68fbba --- /dev/null +++ b/docs/assets/planning-data-driven-loop-v1.svg @@ -0,0 +1,148 @@ + + + + + + + + + + + + + + + + + planning 模型数据驱动迭代链路 + 从问题发现到模型改进:数据开发 + AutoResearch + Agent 平台底座的全流程提效 + + + + + 1 + 问题发现 + 线上 badcase + 评测错误 / 指标异常 + + + + + + 数据开发提效 + 把问题转成可训练、可评测的数据资产 + + + + + + AutoResearch + planning 模型迭代与结构分析 + + + + + + 2 + 线上数据挖掘 + rid / session + prompt / output + + + + + 3 + 问题分析 + 归因 / 标签边界 + + 人工 Review + + + + + 4 + 数据构造 + 训练样本 + 评测样本 / 边界样例 + + + + + 5 + 格式转换 + CSV / JSONL + eval set + + + + + + 6 + planning 模型迭代 + 训练 / 评测 + 配置实验 + + + + + 7 + 结构分析 / 结果分析 + 指标拆解 / 回归验证 + + 人工 Review + + + + + + + + + + + + + 新 badcase / 新边界 / 新样本 / 新策略回流 + + + + + ZK Data Agent 平台底座 + Agent Loop + Skill + 工具链 + 记忆 + Jupyter 工作区 + 通过 Agent Loop 调度 Skill 和工具,连接线上数据、执行环境与产物沉淀 + + + + 线上日志工具 + + 标签知识 + + 数据格式转换 + + 会话沉淀 + + 运行态观测 + + 账号 / 工作区隔离 + + 训练评测工具链 + + + + + + 平台能力支撑全链路 + diff --git a/docs/assets/planning-data-driven-loop-v1.svg.png b/docs/assets/planning-data-driven-loop-v1.svg.png new file mode 100644 index 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Skill 评测实验台设计 + +## 1. 背景 + +当前快慢分流优化需要完成一条完整链路: + +```text +已有评测集 + -> 使用现成 Skill 判断快慢 + -> 支持单条和批量运行 + -> 对比人工标签和模型判断 + -> 查看分歧及判定依据 + -> 更新 Skill 或切换模型 + -> 重新评测并比较变化 +``` + +这里讨论的是离线优化和评估场景。评测过程允许 Agent 使用完整 Agent Loop,重点是判断质量、依据可追溯和标准持续收敛。线上快慢路由的耗时、成本和部署形态属于后续独立问题。 + +本设计假设快慢分流 Skill 已经存在。实验台负责稳定调用和评估 Skill,不负责定义 Skill 内部的分类标准。 + +## 2. 目标 + +实验台需要支持: + +- 单条输入调用指定 Skill,返回判断、理由和执行记录。 +- 上传 CSV、XLSX 或 JSONL,配置字段映射后批量运行。 +- 选择模型和不可变的 Skill 版本。 +- 后台并发执行,支持暂停、继续、取消和失败重试。 +- 自动计算总体、分类别和分垂域指标。 +- 集中查看人工与模型分歧,并进行人工复核。 +- 查看模型声明的 Skill 判定依据和实际访问记录。 +- 对比不同 Skill 版本或模型版本的修正与退化。 +- 导出原始结果、复核结果和版本对比结果。 + +实验台不承担: + +- 在线请求的实时路由。 +- 快系统能力或分类原则的编写。 +- 将每个普通 Skill 自动转成页面应用。 +- 修改现有聊天 Agent 的会话和运行流程。 + +## 3. 总体架构 + +```mermaid +flowchart LR + UI["快慢分流评测页面"] --> EXP["Evaluation Service"] + API["Skill Run API"] --> EXP + + EXP --> MAP["Dataset Mapping"] + EXP --> SNAP["Skill Snapshot"] + EXP --> SCHED["Batch Scheduler"] + + SCHED --> RUNNER["Headless Skill Runner"] + RUNNER --> AGENT["LocalCodingAgent"] + RUNNER --> MODEL["指定模型"] + RUNNER --> SKILL["固定 Skill 快照"] + + EXP --> STORE["Evaluation Store"] + STORE --> RESULT["指标 / 分歧 / 复核 / 版本对比"] +``` + +新增能力由五个部分组成: + +1. `Evaluation Service`:管理数据集、实验配置、运行和结果。 +2. `Dataset Mapping`:把不同格式的数据转换为统一 case。 +3. `Skill Snapshot`:固定每次实验使用的 Skill 内容。 +4. `Headless Skill Runner`:使用现有 Agent Core 在后台执行指定 Skill。 +5. `Batch Scheduler`:拆分、并发和恢复批量任务。 + +## 4. 与现有 Agent 的隔离 + +现有聊天链路保持不变: + +```text +/api/chat + -> AgentState + -> account/session-scoped LocalCodingAgent + -> 聊天 session 和活动流 +``` + +评测链路新增独立入口: + +```text +/api/evaluations + -> EvaluationRuntime + -> evaluation-scoped LocalCodingAgent + -> 评测任务、case 结果和内部执行记录 +``` + +两条链路可以复用: + +- `LocalCodingAgent` +- `ModelConfig` +- Skill loader +- Tool handler +- `OutputSchemaConfig` +- 模型兼容层 + +评测链路必须独立管理: + +- Agent 实例。 +- Session 命名空间。 +- 数据库记录。 +- 运行队列。 +- 并发和资源配额。 +- Skill 快照。 + +评测产生的内部 Agent session 不进入左侧聊天会话列表,也不读取聊天历史、用户记忆或当前聊天 session 状态。 + +代码隔离只能保证功能不互相污染。批量任务仍可能争用模型服务资源,因此评测任务需要独立 worker pool、并发上限和低于聊天请求的调度优先级。有条件时可以为评测配置独立模型地址。 + +## 5. 数据集字段映射 + +评测文件格式由数据来源决定,不应写进 Skill,也不应要求用户临时组织成提示词。 + +上传文件后,系统先读取表头和样本,用户把源字段映射到统一字段: + +| 统一字段 | 说明 | 必填 | +|---|---|---| +| `case_id` | case 唯一标识 | 否,可自动生成 | +| `query` | 当前用户 query | 是 | +| `gold_route` | 人工快慢标签 | 评测时必填 | +| `history` | 对话历史 | 否 | +| `context` | 设备、位置等上下文 | 否 | +| `domain` | 垂域 | 否 | +| `request_id` | 线上 RID | 否 | +| `metadata` | 其他保留字段 | 否 | +| `source_row` | 原始行 | 自动保留 | + +页面需要支持: + +- 列名自动推荐。 +- 手动选择源字段。 +- JSON path,例如 `data.query`。 +- 标签值转换,例如 `快/慢`、`0/1`、`fast/slow`。 +- 必要的字段组合和简单转换。 +- 转换后样本预览。 +- 缺失字段、非法标签和重复 ID 校验。 + +确认后的映射保存为可复用的 `Dataset Mapping Profile`。Skill Runner 只接收统一 case,不感知原始文件的列名和格式。 + +统一 case 示例: + +```json +{ + "case_id": "001", + "query": "到目的地电量够不够", + "gold_route": "fast", + "history": [], + "context": {}, + "domain": "地图导航", + "request_id": "", + "metadata": {}, + "source_row": {} +} +``` + +## 6. Skill 版本与快照 + +实验不能只记录 Skill 名称。Skill 内容会持续更新,同一个名称在不同时间可能代表不同标准。 + +每次创建实验时生成不可变快照,并记录: + +```json +{ + "skill_name": "fast-slow-routing", + "repository": "zk-data-agent", + "git_commit": "abc1234", + "content_hash": "sha256:...", + "snapshot_id": "skill_snapshot_xxx", + "status": "committed" +} +``` + +版本来源可以是: + +- 当前部署版本。 +- 指定 Git commit。 +- 指定 Git tag。 +- 尚未提交的草稿快照。 + +快照建议存放在: + +```text +.port_sessions/evaluations/skill_snapshots/ + / + / +``` + +运行旧版本时不能切换当前项目分支,也不能覆盖线上 Skill。对于 Git 中的历史版本,可以通过 `git archive` 提取单个 Skill 目录到快照缓存。 + +草稿版本允许参与实验,但页面必须明确标记“未提交”,并使用内容哈希保证同一次实验可复现。 + +评测 Agent 始终从快照加载 Skill;聊天 Agent 继续从当前部署目录加载 Skill,两者互不影响。 + +## 7. Headless Skill Runner + +`Headless` 表示没有聊天页面,不表示减少 Agent 能力。 + +Runner 接收: + +```json +{ + "skill_snapshot_id": "skill_snapshot_xxx", + "model_id": "model_xxx", + "case": { + "case_id": "001", + "query": "到目的地电量够不够" + } +} +``` + +Runner 的执行过程: + +1. 从快照读取指定 Skill。 +2. 创建独立的评测 Agent 实例和 session。 +3. 直接把指定 Skill 注入当前任务,不等待模型自行召回 Skill。 +4. 把统一 case 作为任务输入。 +5. 按 Skill 约定执行完整 Agent Loop。 +6. 保存最终结果、执行事件、工具调用和用量。 +7. 将最终输出归一化为评测结果。 + +统一评测结果至少包含: + +```json +{ + "case_id": "001", + "prediction": "fast", + "reason": "当前快系统已有对应能力", + "confidence": 0.95, + "evidence_refs": [ + "knowledge/地图能力.md#到达电量预估" + ], + "status": "completed", + "raw_output": "", + "agent_session_id": "" +} +``` + +单条判断创建一个 Agent Run。批量判断把每条 case 拆成独立 Agent Run,避免样本间上下文污染。 + +## 8. 批量调度 + +批量调度器负责: + +- 把数据集拆成独立 case 任务。 +- 使用受控并发执行。 +- 保存每条 case 的状态和重试次数。 +- 单条失败不终止整个实验。 +- 支持暂停、继续和取消。 +- 服务重启后从数据库恢复未完成任务。 +- 只重跑失败项、分歧项或用户选中的 case。 + +任务状态: + +```text +pending +running +completed +failed +cancelled +``` + +聊天请求和评测请求需要独立并发池。评测批量任务默认低优先级,避免影响当前在线使用者。 + +## 9. 判定依据与可追溯性 + +页面需要回答“模型依据 Skill 的哪部分作出判断”,但不能把完整模型思考当作可靠因果证据。 + +实验台展示两类事实: + +1. **实际访问记录**:Agent 读取了哪些 Skill 文件、知识文件和章节。 +2. **模型声明的判定依据**:最终结果中的 `evidence_refs`。 + +生成 Skill 快照时,系统为 Markdown 标题和知识文件建立稳定引用,例如: + +```text +SKILL.md#判断流程 +knowledge/地图能力.md#到达电量预估 +knowledge/边界.md#开放式行程规划 +``` + +评测 Runner 的统一任务约定要求最终结果返回引用。页面将引用解析为可点击的原文片段。 + +如果模型没有引用明确规则,页面展示“未引用具体依据”,并允许按此条件筛选。这类 case 本身就是标准缺失或模型未正确使用 Skill 的候选问题。 + +## 10. 页面信息架构 + +页面采用“实验配置、结果页签、单条详情”三层结构。 + +### 10.1 实验配置 + +顶部配置区包含: + +- 数据集。 +- 字段映射。 +- Skill 和版本。 +- 模型。 +- case 数量。 +- 并发配置。 +- 开始、暂停、继续、取消、克隆实验。 + +运行开始后配置区折叠,避免占用结果空间。 + +### 10.2 结果页签 + +| 页签 | 主要内容 | +|---|---| +| 概览 | 运行进度、总体指标、混淆矩阵、快慢分布、分垂域指标 | +| 分歧 | 人工标签与模型判断不一致、低置信、无明确依据的 case | +| 全部 Case | 全量结果、状态、筛选、排序和导出 | +| 版本对比 | 不同 Skill 或模型实验之间的修正、退化和指标变化 | + +### 10.3 单条详情抽屉 + +点击一条 case 后展示: + +1. 原始数据和统一后的输入。 +2. 人工标签、模型判断、置信度和理由。 +3. Skill 判定依据及原文片段。 +4. 实际读取文件和工具调用。 +5. 默认折叠的完整 Agent 执行记录。 +6. 人工复核结果和备注。 + +人工复核至少支持: + +- 人工原标签正确。 +- 模型判断正确。 +- 分类标准存在歧义。 +- 快系统能力信息缺失。 +- 暂不确定。 + +## 11. 实验与版本对比 + +一个实验由以下对象共同确定: + +```text +数据集版本 ++ 字段映射版本 ++ Skill 快照 ++ 模型版本 ++ 执行参数 +``` + +同一数据集可以克隆实验并替换 Skill 或模型: + +```text +实验 A:Skill abc1234 + 模型 A +实验 B:Skill def5678 + 模型 A +实验 C:Skill def5678 + 模型 B +``` + +版本对比需要展示: + +- 总体指标变化。 +- 各垂域指标变化。 +- 从错误变正确的 case。 +- 从正确变错误的 case。 +- 判断未变化但理由变化的 case。 +- 新增或消失的无依据结果。 + +这样才能形成“评测、发现分歧、更新 Skill、重新评测”的优化闭环。 + +## 12. 数据存储 + +评测运行状态适合使用独立 SQLite 数据库,例如: + +```text +.port_sessions/evaluations/evaluations.db +``` + +核心实体: + +```text +evaluation_datasets +dataset_mapping_profiles +skill_snapshots +evaluation_experiments +evaluation_cases +evaluation_case_runs +evaluation_results +evaluation_reviews +``` + +数据库保存可查询状态、关系和人工复核结果。上传原文件、Skill 快照、导出文件和较大的 Agent transcript 保存在实验目录,数据库记录路径和摘要。 + +## 13. API 轮廓 + +```text +POST /api/evaluations/datasets +POST /api/evaluations/datasets/{id}/mapping + +POST /api/evaluations/skill-snapshots +GET /api/evaluations/skill-snapshots + +POST /api/evaluations +GET /api/evaluations/{id} +POST /api/evaluations/{id}/start +POST /api/evaluations/{id}/pause +POST /api/evaluations/{id}/resume +POST /api/evaluations/{id}/cancel + +GET /api/evaluations/{id}/results +POST /api/evaluations/{id}/retry +POST /api/evaluations/{id}/reviews +GET /api/evaluations/{id}/export + +POST /api/evaluations/compare +``` + +API 同时服务 Web 页面和外部批量调用。单条调用可以创建只包含一个 case 的轻量实验,复用相同运行与记录机制。 + +## 14. 实施顺序 + +### P1:后台单条运行 + +- Skill 快照。 +- Headless Skill Runner。 +- 单条输入和统一结果。 +- 独立于聊天 session 的运行记录。 + +### P2:数据集与批量调度 + +- 文件上传和字段映射。 +- 批量拆分、并发、暂停、恢复和重试。 +- 基础指标和导出。 + +### P3:评测页面 + +- 实验配置。 +- 概览、分歧、全部 Case。 +- 单条详情和人工复核。 +- Skill 依据引用。 + +### P4:版本对比 + +- 克隆实验。 +- Skill 和模型版本矩阵。 +- 修正、退化和理由变化分析。 + +## 15. 验收标准 + +- 开启评测任务后,现有聊天 Agent 可以正常创建、继续和停止会话。 +- 600 条批量任务不会出现在聊天会话列表。 +- 不同输入格式可以通过字段映射转换为统一 case。 +- 每次实验可以确认具体 Skill commit 或内容哈希。 +- Skill 更新后,历史实验仍能读取原快照并复现配置。 +- 单条失败不会中断全量任务,服务重启后可以恢复。 +- 页面可以定位人工与模型分歧,并查看简短理由和 Skill 引用。 +- 可以比较两个实验的修正项和退化项。 +- 批量评测的并发不会明显拖慢聊天 Agent。 diff --git a/docs/technical-architecture/README.md b/docs/technical-architecture/README.md index 979ba12..218968d 100644 --- a/docs/technical-architecture/README.md +++ b/docs/technical-architecture/README.md @@ -16,6 +16,7 @@ 9. [外部系统 Skill:ELK、SQL、模型迭代](09-external-skills.md) 10. [Agent 记忆机制调研与对比](10-memory-research.md) 11. [运行中输入队列与 Runtime Guidance 注入](12-runtime-guidance-queue.md) +12. [Skill 评测实验台设计](13-skill-evaluation-workbench.md) ## 一句话定位