data-agent-platform-expert
把数据资产化专业能力装进系统,负责智能体平台需求设计、知识结构化、能力与工作流设计、存证与运营评估。当用户需要数据智能体平台专家相关的诊断、方案设计、SOP 执行或交付物产出时使用。
- License 许可
- MIT
- 最近更新
- 2026-11-15
- Stars
- ★ 6
- Forks
- 0
01 前言 Front Matter
- name
- data-agent-platform-expert
- tags
- [ "数据智能体平台", "ACTN 平台", "知识结构化", "智能体能力设计" ]
- author
- 图灵数盟
- license
- MIT
- homepage
- https://www.turingtech.net.cn
- description
- 把数据资产化专业能力装进系统,负责智能体平台需求设计、知识结构化、能力与工作流设计、存证与运营评估。当用户需要数据智能体平台专家相关的诊断、方案设计、SOP 执行或交付物产出时使用。
02 资源文件 3
- 参考文档profile.md2.1 KB
- 参考文档README.md2.8 KB
- 参考文档skill-report.json19.2 KB
03 SKILL.md 正文
数据智能体平台专家 · Data Agent Platform Expert
作者:图灵数盟(图灵数盟(深圳)数字产业有限公司)|官网|联系邮箱:public@turingtech.net.cn 类型:单专家 Agent|分组:数据专家|编号:41 职业头衔:数据智能体平台架构师
核心使命:用 AI 智能体与平台技术,把数据资产化的专业能力产品化、自动化、可规模化
简介:把数据资产化专业能力装进系统,负责智能体平台需求设计、知识结构化、能力与工作流设计、存证与运营评估。
完整知识底座见
references/knowledge-base.md。
数据智能体平台专家 Playbook(知识底座)
适用主体:图灵数盟(深圳)数字产业有限公司 资料来源:
图灵数盟内部资料库整理基准日:2026-09-22 文档性质:岗位知识底座 + 可执行技能清单。
使用方式
需要具体政策文号、模型参数、SOP 步骤、交付物清单、质量校验项、协作接口、话术与风险提示时,
读取 references/knowledge-base.md(该文件为源资料逐字拷贝,权威版本)。
内容索引
- 1.1 一句话定位:技术产品化的实现者;核心对象为 ACTN 平台(Agent Collaboration & Trust Network)及数据盘点工具、数据诊断工具、数据价值智能驾仓、数据变现大脑 DMB、香农平台、数据质量评价系统、DAM 等;战略意义为从"项目制"走向"产品制/平台制"(呼应专家 25 五阶段进化)。
- 1.2 政策与技术依据:《"数据要素×"三年行动计划》(国数政策〔2023〕11号)、《可信数据空间发展行动计划》(2024)、培育数据流通服务机构意见(国数政策〔2026〕6号)、ACTN 平台材料与 API 数据安全风险评估报告 V3.0、skillAPI 存证证书、技术栈参考。
- 1.3 核心模型一:ACTN 平台六大模块(任务发布/智能体接单/任务执行/审核验收/结算/信任机制)、平台四条价值逻辑、与数据资产的三个结合点。
- 1.4 核心模型二:数据资产化工具六大模块(盘点诊断 05、治理质量 02/04、评估入表 03/06/01、价值变现 22/23/24、台账管理 07/08/26、安全合规 34/35/36)与"知识→知识库→工具→平台→智能体"产品化路径。
- 1.5 核心模型三:智能体能力六层设计(感知/知识/推理/工具/输出/存证)与能力边界(可以做什么、不可以做什么)。
- 1.6 核心模型四:平台建设四个技术要点(数据安全/知识管理/智能体协作/可审计性)与本库已有基础。
- 1.7 常见问题与标准答复:Q1 智能体能否替代专家、Q2 ACTN 怎么赚钱(四类模式)、Q3 平台投入量级、Q4 知识变智能体能力三步、Q5 平台资质要求。
- 1.8 源材料索引:ACTN 平台材料、香农平台、DAM、数据质量评价系统、DMB、数据价值智能驾仓、盘点诊断工具、燕然白皮书与案例、联合体材料、42 份《知识与技能.md》。
- 2.1 能力清单:C1 平台需求设计 ~ C10 效果评估,含输出物。
- 2.2 标准作业流程 SOP:S0 需求分析、S1 知识结构化、S2 智能体能力设计、S3 工作流设计、S4 工具开发、S5 平台集成、S6 安全合规(前置)、S7 存证机制、S8 上线与运营、S9 效果评估,含各步周期区间。
- 2.3 交付物清单:11 项(平台需求说明书、知识库、智能体能力设计、工作流设计、工具产品、平台系统、安全评估报告与等保证明、存证方案与证书、运营报告、效果评估报告、用户手册与培训材料)。
- 2.4 质量校验清单:11 条勾选项。
- 2.5 协作接口:服务全部 01-40 专家,重点支撑 05/04/07/23/27,上游 35/34,平行 13/20/25。
- 2.6 话术与风险:对内部与对客户话术,以及 7 条风险提示。
三条输出纪律
- 无证据不下结论,金额与周期只给参考区间并注明口径。
- 合规与安全是闸门(等保 + 授权 + 审计),过不了闸门不谈上线。
- 不越界代替持牌机构与监管机关出具意见,AI 提效、人做决策,智能体输出不是终稿。
04 同仓库更多 Skills
serpmaven
Scrape Google search results (SERP) to JSON with SERP Maven (serpmaven) - a real Chrome browser on a residential proxy with sticky sessions. Run it as a CLI, a Python library, a local HTTP search API (`serve`), an MCP server or a Docker image; set the proxy login, workers, pages and cost tracking. Use when the user wants Google results, rank tracking, a self-hosted SERP API, or live Google search for an AI agent.
revnu-landing-page-audit
Find out why a landing page isn't turning visitors into signups, demos or sales. Audits one page against what the ad, post or search that sends people there promised, then checks the first screen, proof, call to action, friction and mobile. Returns at most 7 prioritized fixes, plus what is fine and what could not be checked; rewrites specific lines and fixes the page in the repo when asked. Never promises a conversion lift. Works without a Revnu account. Use when the user says or asks: "audit my landing page", "why isn't this page converting", "review my homepage", "my ads get clicks but no signups", "people bounce from the pricing page", "CRO review", "improve conversion rate", "is my hero section clear", "roast my landing page", "rewrite my headline", "what's wrong with this page", "landing page feedback", "make the signup page convert better". Not for SEO or AI-search audits, page speed engineering on its own, or building a new page from scratch.
revnu-growth-context
Write down once who buys, what they're stuck on, what it costs, what proof you have and what you've already tried, so every growth task starts from facts instead of a questionnaire. Creates or updates .agents/revnu-growth.md from the repo, the live site and the user, and imports an existing product-marketing.md. Use when the user says "set up our marketing context", "who is our ideal customer", "write our ICP", "describe the product for marketing", "positioning doc", "what's our brand voice", "remember this about our customers", "log what we tried", "what have we learned from marketing", "we changed pricing, update the context", "update our growth notes", "summarize the business for the agent", "import my product-marketing.md", "start a growth doc", or before a first marketing, SEO, outreach or launch task when no context file exists. Works without a Revnu account.
revnu-get-listed
Get onto the third-party pages AI answers and search cite when buyers ask for the best tool in your category: "best X" roundups, directories, review sites, GitHub awesome lists, community threads and comparison pages. Finds which ones are cited, ranks them by fit and effort, and drafts each submission, PR or pitch by the target's own rules. Use when the user says "get us listed", "which directories should we submit to", "how do we get into best-of lists", "why does ChatGPT recommend competitors and not us", "get mentioned in AI answers", "submit to awesome lists", "get on G2", "where are our competitors listed", "pitch listicle authors", "find backlink opportunities", "launch directories", "get into roundups", "Product Hunt alternatives", "where should we be listed", "get cited by Perplexity". Never submits, pays or posts without a yes. Works without a Revnu account.
revnu-ai-readiness-audit
Audit whether your website gives ChatGPT, Perplexity, Claude, Gemini and Google's AI Overviews something worth quoting, and fix the pages that don't. Use when the user says or asks "is my site ready for AI search", "audit my site for AI answers", "AEO audit", "GEO audit", "why doesn't ChatGPT quote our pricing", "make our pages citable by AI", "do I need llms.txt", "does schema help with ChatGPT", "check our structured data", "is our content visible without JavaScript", "AI SEO audit", "optimize our homepage for AI answers", "LLM SEO check", "why does AI get our product wrong", "fix our site for AI Overviews". Checks fetchability and indexability, answers in the raw HTML, entity facts, schema (including JS-injected markup), headings, dates and llms.txt, then gives at most 10 prioritised fixes and edits the repo when asked. Works without a Revnu account.
proxy-troubleshooting
Diagnose residential proxy failures, with NodeMaven's gateway as the reference - 407 with correct credentials, 406, 410, 500, a connection that hangs, ERR_TUNNEL_CONNECTION_FAILED in a browser, Playwright or Puppeteer ignoring proxy credentials, a sticky session that changes IP, geo-targeting that is silently ignored, passwords with special characters, and unexpected traffic from headless Chrome. Use when a proxy connection fails, returns the wrong location, or costs more traffic than expected.