ABS · AI Business System

安装指南

1. ClawHub CLI 从源直接安装技能的最快方式。
   npx clawhub@latest install abs-business-system
2. 手动安装 将技能文件夹复制到以下位置之一
   全局模式
   ~/.openclaw/skills/
   工作区
   /skills/
   优先级：工作区 > 本地 > 内置
3. 提示词安装 将此提示词复制到 OpenClaw 即可自动安装。
   请帮我使用 Clawhub 安装 abs-business-system。如果尚未安装 Clawhub，请先安装（npm i -g clawhub）。
   更倾向于下载？
   获取包含原生技能文件的ZIP压缩包。
   下载技能 (.zip)

什么是

ABS · AI Business System 将 AI 编码代理连接到精益运营和卓越运营的精选知识库（包含工具、术语、表单、课程和规则），该知识库建立在对丹纳赫业务系统（DBS）的深入研究基础之上。通过此 Openclaw Skills 集成，用户可以搜索 ABS、获得基于其材料的回答、检查源卡片和页面、学习课程、生成定时计划，以及评估运营数据、文档或车间照片。
与通用知识回答不同，回答是基于 ABS 返回的材料，并保留了引文和来源依据标签。该技能需要 ABS 访问令牌，是一个独立产品——不隶属于丹纳赫，也未经其背书。

应用场景

查找关于 5S、标准作业、节拍时间、人员配置、SMED、改善、根本原因分析、日常管理、方针展开、价值流图、TPM、OEE、拉动系统、看板、VOC、人才发展或并购整合的实用指导。
提出运营问题并获得基于 ABS 材料的回答，附带引文和来源链接。
通过打开其工具卡片并检查原始来源页面来验证规则、公式或数字。
探索 ABS 课程，识别相关课程并练习课程内容。
将一个目标（例如运行改善周或组织经理培训）转化为排期的草案执行计划。
诊断生产记录、报告、描述的运营问题或车间照片；在发送机密信息前征得同意。
当任务专门关于 ABS 或精益运营时使用 Openclaw Skills，而不是通用的编码、旅行或不相关的问题。

工作原理

通过使用 whoami 检查会话并将技能连接到用户的 ABS 帐户，如果需要，获取并安全保存访问令牌。
选择适当的 ABS 工作流：用于发现的 search，用于来源验证的 card 或 page，用于基于依据的回答的 ask，用于学习的 courses 和 course，用于执行规划的 plan，或用于运营评估的 diagnose。
通过捆绑的 Python 脚本将问题或任务发送到 ABS 服务。对于诊断，包含一个可选的文件路径；在传输机密材料之前获得用户批准。
解释返回的内容并保留其引文、来源链接和依据标签。区分教科书材料、行业标准、ABS 设计决策、客户校准值和外部来源。
用用户的语言呈现结果，指出知识库缺口和任何假设。如果未返回相关的 ABS 材料，请说明这一点，而不是发明一个 ABS 支持的回答。
对于计划，解释结果是草案，总结覆盖范围、缺口、日期检查和审查说明，并指导用户在 ABS 中审查和提交。提交（而非计划生成）会创建项目和任务。

配置指南

要求：Python 3.8 或更高版本，无其他 Python 包，以及一个 ABS access token。命令运行技能文件夹中的捆绑 scripts/abs.py 文件。
检查用户是否已连接：
python3 scripts/abs.py whoami
如果未配置有效令牌，请要求用户在 ABS 的 Personal Settings → Access tokens 下创建一个并提供。切勿在对话中重复令牌。
验证并保存令牌：
python3 scripts/abs.py login
令牌存储在用户的配置文件中，具有仅用户读取权限。ABS 站点地址已预配置；仅针对私有部署才在 login 中使用 --base-url https://…。
示例命令：
python3 scripts/abs.py search "SMED changeover time" --limit 8
python3 scripts/abs.py card smed
python3 scripts/abs.py ask "How do I set takt time for a new cell?"
python3 scripts/abs.py courses
python3 scripts/abs.py course tutorial-22-smed
python3 scripts/abs.py plan "Run a kaizen week to improve first-pass yield" --start 2026-10-12
python3 scripts/abs.py plan-list
python3 scripts/abs.py diagnose "Why do we keep missing daily output?" --file line1-hourly.xlsx
将 --json 添加到任何命令以返回原始响应。语言默认遵循命令文本；使用 --lang zh 或 --lang en 覆盖它。
ABS · AI Business System 数据架构与分类体系
该技能使用 ABS 托管的知识和记录，而不是定义本地数据库架构。其主要内容类型和输出是：
内容或输出 如何使用
搜索结果 用于选择相关材料的简短摘要；打开卡片以获取完整详情。每天前 100 次搜索免费；之后的搜索每次消耗 1 个积分。
工具卡片 方法和工具内容、规则说明、来源、规则依据以及对源页面的参考。
源 pages 来自参考 PDF 的请求页面，保存为图片；一次获取一页，速度约为每分钟 40 页。
课程和课时 通过 courses 和 course 访问的课程目录和特定课程的学习内容。
回答 带有引文和来源链接的基于 ABS 的回答；保留引文并清晰标记声明的依据。
计划 包含阶段、步骤、时间表、表格、来源、覆盖率和缺口、日期检查以及审查说明的 Markdown 草案。可以通过 plan-get 检索或通过 plan-list 列出计划；在 ABS 中提交草案会创建项目和任务。
诊断 基于问题和可选上传文件的评估；--save 将诊断保存在用户的 ABS 诊断记录中。
Access token 保存在仅用户可读配置文件中的用户级凭据；它继承了帐户的权限、可见性和过期时间，可以在 ABS 设置中吊销。
依据标签包括教科书材料、行业标准、ABS 设计决策、需要客户校准的值以及非丹纳赫外部来源。除非 ABS 返回了信息，否则该技能不应将信息归属于 ABS。

高级特性

来源感知回答保留了 ABS 引文和链接，区分不同的来源和规则依据，并支持针对单个原始 PDF 页面的验证。
定时规划生成可审查的草案，包含阶段、步骤、时间表、表格、来源、覆盖范围和知识缺口、日期调整以及服务器端审查说明。
计划管理支持通过 ID 检索计划和列出计划；仅当用户在 ABS 中提交草案后才会创建项目和任务。
运营诊断接受问题和可选文件（包括记录、报告和车间图像）； --save 将结果存储在 ABS 诊断记录中。
语言可以跟随用户的提示，或者使用 --lang 明确设置为中文或英文； --json 公开原始命令响应。
访问控制遵循用户的 ABS 帐户。妥善处理错误：
需要新令牌，
表示权限不足，
要求在重试前等待，
意味着积分耗尽，
表示 ABS AI 模型暂时不可用。

name: abs-business-system display_name: "ABS · AI 企业精益经营系统"
display_name_en: "ABS · AI Business System"
description: >- Use ABS (AI Business System) to answer and act on lean / operational-excellence work with a curated knowledge
base built on in-depth study of DBS (the Danaher Business System). Trigger when the user asks about DBS or how
to apply methods or tools such as 5S, standard work, takt and staffing,
SMED / changeover, kaizen events, problem solving (PSP, 5 Why, root cause), daily management (SQDIP boards,
andon, tiered meetings), policy deployment (hoshin, X-matrix, bowler), value stream mapping, TPM / OEE, pull /
kanban, VOC, sales force, talent development or M&A integration; or wants to search ABS, get an answer with
sources from ABS, study an ABS course, make an execution plan with a schedule (e.g. "plan a kaizen week",
"arrange lean training for middle managers"), or diagnose operations data, a document or a shop-floor photo.
中文：问 DBS（丹纳赫业务系统）、精益与经营体系的方法和工具（5S、标准作业、快速换型、改善周、问题解决、日常管理、方针展开、价值流、TPM、拉动看板等），
或要查 ABS、问 ABS、学 ABS 课程、做规划、做业务诊断时使用。Needs an ABS access token.
description_zh: >-
用 ABS（AI 企业精益经营系统）的知识库与工具处理精益与经营管理的事，知识库建立在对丹纳赫业务系统（DBS）的深入研究之上：查方法和工具（5S、标准作业、节拍与配员、快速换型、改善周、
问题解决与根因、日常管理与安灯、方针展开与保龄球图、价值流、TPM 与 OEE、拉动与看板、客户之声、销售队伍、人才发展、并购整合），
带出处回答问题，学习 ABS 课程，一句话做出带时间规划的规划书，对生产数据、文档或现场照片做业务诊断。需要 ABS 访问令牌。
description_en: >-
Use ABS (AI Business System) for lean and operational-excellence work: look up methods and tools (5S, standard
work, takt and staffing, SMED, kaizen events, problem solving and root cause, daily management and andon, policy
deployment and bowlers, value streams, TPM and OEE, pull and kanban, VOC, sales force, talent development, M&A
integration), answer questions with sources, study ABS courses, turn one sentence into a scheduled execution plan,
and diagnose operations data, documents or shop-floor photos. The knowledge base is built on in-depth study of
the Danaher Business System (DBS). Requires an ABS access token.
version: 1.1.5
author: ABS · AI Business System

ABS · AI Business System

ABS is an operating system for running a business the lean way: a curated knowledge base of tool cards, terms, forms, courses and rules, plus planning and diagnosis built on it. This skill lets you use it from here. Answers come from the ABS knowledge base, not from general knowledge — that is the point of calling it.

ABS is an independent product, not affiliated with, sponsored or endorsed by Danaher. ABS 为独立产品，与丹纳赫无隶属、赞助或背书关系。

All commands run the bundled script: python3 scripts/abs.py … (path relative to this skill's folder; Python 3.8+, no packages needed). Add --json to any command for the raw response.

First use: connect with the user's access token
Run python3 scripts/abs.py whoami.

If it says there is no token (or the token was rejected), ask the user: “Please create an access token in ABS → Personal Settings → Access tokens, copy it, and paste it here.” 中文：「请在 ABS 的个人设置 → 访问令牌里生成一个令牌，复制后发给我。」

Run python3 scripts/abs.py login . It checks the token and saves it in the user's config file (readable only by the user). Never repeat the token back in the conversation.

The site address is already set to the ABS site this skill was downloaded from. Only for a private deployment pass --base-url https://… to login.

When to use it

The user wants to… Command
Know how a method or tool works, what the rules or formulas are, where to start search, then card for the full tool card
Check where a number or rule comes from card (sources, rule basis, pages), then page
for the original page
Get an answer grounded in ABS materials, with sources ask ""
Study: which course fits, what a lesson covers, practise a lesson courses, course
Plan something: a kaizen week, a training program, a transformation, hiring a key role … plan ""
Assess a situation: production records, a report, a shop-floor photo, a described problem diagnose "" [--file PATH]

search returns a short snippet around the match — enough to choose what to open, not the full text. Open the card (or the source page) for the real content. The first 100 searches a day are free; beyond that each one costs 1 credit, so search with intent instead of sweeping the library.

Do not use it for unrelated tasks (general coding, travel, chit-chat) or when the user asks for your own opinion without ABS. More examples: references/tasks.md.

Commands

python3 scripts/abs.py whoami
python3 scripts/abs.py search "SMED 换型时间怎么压" --limit 8
python3 scripts/abs.py card smed
python3 scripts/abs.py page DBS教材34_DBS系统导入.pdf 102
python3 scripts/abs.py ask "How do I set the takt time for a new cell?"
python3 scripts/abs.py courses
python3 scripts/abs.py course tutorial-22-smed
python3 scripts/abs.py plan "下周开一场改善周，提升 L1 线的一次合格率" --start 2026-10-12
python3 scripts/abs.py plan-get DRF-20261012-0001
python3 scripts/abs.py plan-list
python3 scripts/abs.py diagnose "Why do we keep missing daily output?" --file line1-hourly.xlsx

Language follows the text you pass (Chinese in → Chinese out; English in → English out). Override with --lang zh|en, e.g. when the user writes in English about a Chinese document.

How to answer

Build the answer on what ABS returned. Keep its citations ([1], [Source 1], [来源1]) and list the sources with their links at the end. If ABS has nothing relevant, say so instead of filling in from memory.
Label what you use. ABS tags rules and sources with their basis, and so should you:
教材口径 / textbook — stated in the source course material (a page can be fetched to check it);
行业标准 / industry standard — not in the textbook, or taken from a non-Danaher source;
ABS 设计决策 / ABS design decision — ABS's own judgement, not the textbook's;
待客户校准 / to be calibrated — the method is given but the number must be set per customer;
非丹纳赫外部件 / non-Danaher external source — material from another company. Anything ABS did not return is your own knowledge: mark it as yours, never cite ABS for it.
To verify a number or rule, read card : the card text and the rule notes explain corrections (for example why a total of 36 in the source is a typo), and the card lists its sources and the pages you can fetch; then page
saves that one original page as an image. Single pages only, about 40 per minute.
plan returns a plan built from the ABS knowledge base, in Markdown (phases, steps, schedule, forms, sources) with a link. Its Coverage and gaps section says what ABS covered, what the knowledge base has but this plan leaves out (it can be planned from ABS separately), what is not in the knowledge base (plan those separately and say they are not from ABS) and which parts are defaults (e.g. a default number of weeks). A Date checks section lists milestones that were moved because they fell before today or on a public holiday, and a Review section lists what the server-side review changed (week themes only) and what a person should check. Keep those statements in your answer. The plan is saved as a draft: tell the user to review it in ABS and submit there — submitting is what creates projects and tasks. Show the key parts rather than pasting everything.
diagnose sends the question and the file to ABS and its AI model. Ask before sending anything confidential. Add --save to keep it in the user's diagnosis records.
Errors: 401 → the token is invalid, revoked or expired: ask the user for a new one and login again. 403 → the account's role cannot do this (read-only accounts cannot plan). 429 → too many calls; wait and retry. 402 → the account is out of ABS credits for this step: tell the user, do not retry in a loop. 503 → the ABS AI model is temporarily unavailable; search, card and courses still work.

Privacy

The token acts as the user: same permissions, same visibility, same expiry as their ABS account, and it only works on the ABS agent API. The user can revoke it at any time in Personal Settings → Access tokens.

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