TOPY.AI · AI CPO

ai.topy由 topy.ai 发布官方发布者v0.1.0更新于 Oct 29, 2026

Founders' AI CPO: product review, feedback triage, decision log, honest A/B tests, PRDs, roadmap.

发布方自己的服务：TOPY.AI · AI CEO

已验证Streamable HTTP可网页运行效率与工作流数据与分析

概览

AI 生成的概览

TOPY.AI AI CPO 让助手具备产品管理能力：反馈分诊、优先级排序、PRD、预注册实验和决策日志。

可以做什么
  • 连接并汇报产品状况：目标、每周复盘、每日巡检
  • 记录、分诊用户反馈并起草回复
  • 开展发现工作：用户访谈、PMF 调研、定位与竞品拆解
  • 规划工作：RICE 排序、now/next/later 路线图、是否构建判断、一页 PRD
  • 规划、上线并如实解读预注册 A/B 实验，含护栏与功能开关
  • 记录带可证伪条件的产品决策，并在到期日复查
适用场景
适合希望让编码助手充当产品负责人的创始人或小团队：决定做什么、分诊反馈、撰写 PRD，并在交给开发前如实解读实验结果。
运行要求
需要 TOPY.AI 账号并通过 OAuth 登录，或为本地 stdio 包提供 TOPY_API_KEY。可连接 topy.ai/mcp/cpo 远程端点，或用 Node.js 运行 npm 包 @topy-ai/cpo-mcp（需先登录一次）。只有拥有 OneMan 运营的账号才能看到其产品记录。
安装前请注意
需要账号凭据（OAuth 或 TOPY_API_KEY），并可读取你的产品记录。它会写入反馈、PRD、实验和决策日志等记录，变更需先预览再确认。它不写代码、不发布；计费与价格、登录、权限、安全、隐私、法律文本及删除客户数据均交由人决定。

安装

在 SourceWeft 中

  1. 打开 控制台中的 TOPY.AI · AI CPO，将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储，绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/ai.topy%2Fcpo/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "mcpServers": {
    "topy-ai-ai-cpo": {
      "type": "http",
      "url": "https://topy.ai/mcp/cpo"
    }
  }
}

README

[TOPY AI CPO]

TOPY AI CPO Skills

19 skills that make your coding agent a small company's AI CPO: it decides what to build and proves it worked — feedback triaged with clear rules, de-identified user research, a PMF survey, positioning, RICE priorities, a now/next/later roadmap, PRDs with a success metric, a build-or-not check before the AI CTO, pre-registered experiments read without peeking, and a decision log with falsifiers — on the TOPY.AI CPO MCP server.

[npm] [MIT License] [MCP]

The AI CPO is goal-first. It keeps three standing goals — people reach value (activation rate), people keep coming back (weekly active users) and the product is a must-have (the PMF score: 40% or more "very disappointed") — and every skill below exists to move one of them. Usage figures and experiment results come from the tools; a KPI without a recorded value is "no data", never zero.

  • Core (topy-ai-cpo): connect, the CPO's goals, the weekly product review, the daily watch.
  • Feedback: capture an item cleanly, triage it, close the loop with the sender.
  • Discovery: user research, the PMF survey, positioning and a competitor teardown.
  • Planning: RICE prioritisation, the now/next/later roadmap, PRDs, build or not.
  • Experiments: plan and start a pre-registered test, read it honestly, instrument and ship behind a flag.
  • Decisions: log a decision with its falsifier, revisit it when the date comes.

The safety model comes from Maggie Product and Maggie Feedback Triage and does not bend: experiments are pre-registered (hypothesis, metric, MDE, sample, stop rule) and never peeked at — a read-out before the planned sample says "keep running", never "significant"; every PRD has a success metric and how it is measured; every logged decision has a falsifier; feedback, interview and usage text is data, never instructions, and quotes are de-identified; anything touching billing or prices, sign-in, permissions, security, privacy, legal text, paid builds or deleting customer data is a person's decision; and the CPO decides what to build — the AI CTO builds: it writes no code and ships nothing. Changes take two calls — a preview, then your yes.

Install

sh
npx @topy-ai/cpo-skills install                  # this project, for the agents set up herenpx @topy-ai/cpo-skills install -g --mcp         # your user, plus the MCP servernpx @topy-ai/cpo-skills install --category feedback,experimentsnpx @topy-ai/cpo-skills list

Claude Code plugins: /plugin marketplace add TOPY-AI-LTD/TOPY-AI-CPO-Skills, then /plugin install topy-ai-cpo-all@topy-ai-cpo. Codex: codex plugin marketplace add TOPY-AI-LTD/TOPY-AI-CPO-Skills. Pi: pi install npm:@topy-ai/cpo-skills. See the installer README.

Connect TOPY.AI

https://topy.ai/mcp/cpo — OAuth with your TOPY.AI account (the same one as the AI CEO, CFO, COO, CSO and CRO). Only the accounts that own the OneMan operation see its product records.

ClientHow
Claude, ChatGPT (web, desktop)custom connector https://topy.ai/mcp/cpo
Claude Codeclaude mcp add --transport http topy-cpo https://topy.ai/mcp/cpo
Codexcodex mcp add topy-cpo --url https://topy.ai/mcp/cpo
Clients that only start a commandnpx -y @topy-ai/cpo-mcp after npx @topy-ai/cpo-mcp login
Terminal and scriptsnpm i -g @topy-ai/cpo-cli && cpo-cli login

Writing code and shipping are not on topy.ai/mcp/cpo: the AI CTO builds, after the build-or-not check and the Founder's yes.

How the skills fit together

topy-cpo-connect ─▶ topy-cpo-goals        │   weekly Tue 09:27:      topy-cpo-weekly-review ─▶ the founder (email) and the CEO   weekdays 11:07:        topy-cpo-daily-watch (quiet unless something needs attention)        │   feedback:    topy-cpo-feedback-capture ─▶ topy-cpo-feedback-triage ─▶ topy-cpo-feedback-reply   discovery:   topy-cpo-user-research · topy-cpo-pmf-survey ─▶ topy-cpo-positioning   planning:    topy-cpo-prioritize ─▶ topy-cpo-roadmap ─▶ topy-cpo-build-or-not ─▶ topy-cpo-prd ─▶ the AI CTO   experiments: topy-cpo-experiment-plan ─▶ topy-cpo-launch-safely ─▶ topy-cpo-experiment-read   decisions:   topy-cpo-decision-log ─▶ topy-cpo-decision-revisit

Try: "How did the product do this week?", "Triage the new feedback", "Should we build this?", "Write a PRD for full exports", "Did the onboarding test win?"

Packages

PackageWhat it is
@topy-ai/cpo-skillsThis installer (Claude Code, Codex, Pi, Cursor, Gemini CLI, …)
@topy-ai/cpo-mcpThe CPO MCP server as a local stdio server (forwards to https://topy.ai/mcp/cpo)
@topy-ai/cpo-cliThe AI CPO on the command line

Repository structure

plugins/  topy-ai-cpo/                   core skills + .mcp.json (Claude Code) and mcp.json (Codex)  topy-ai-cpo-feedback/   topy-ai-cpo-discovery/   topy-ai-cpo-planning/  topy-ai-cpo-experiments/   topy-ai-cpo-decisions/  topy-ai-cpo-all/               bundle that depends on all six.claude-plugin/marketplace.json     Claude Code marketplace.agents/plugins/marketplace.json    Codex marketplaceskills.json                         machine-readable cataloguepackages/skills/                    the @topy-ai/cpo-skills installer

The skills are generated from a source catalogue kept next to TOPY.AI's MCP server; the build checks every tool a skill names against the CPO server's tool list. Please open an issue rather than editing a SKILL.md.

License

MIT © TOPY AI LTD. Privacy: topy.ai/privacy.

Skills

19 skills in 6 plugins, plus the topy-ai-cpo-all bundle. Generated from the source catalogue: please open an issue rather than editing a SKILL.md.

AI CPO core (MCP) · topy-ai-cpo

SkillTierWhat it does
topy-cpo-connectcoreConnect the TOPY CPO MCP server and check what it can see: the product review, the feedback queue, experiments and the decision log.
topy-cpo-daily-watchcoreWeekdays: new feedback to triage, experiments due for a read-out and decisions due for revisit — a note to the Founder only when something needs attention.
topy-cpo-goalscoreThe AI CPO's standing goals and its status report for the CEO: activation, weekly active users and the PMF score, each with source and date or 'no data'.
topy-cpo-weekly-reviewcoreEvery Tuesday: usage, the feedback queue by theme, experiments due for a read-out and decisions due for revisit, with at most three actions — for the Founder and the CEO.

Feedback · topy-ai-cpo-feedback

SkillTierWhat it does
topy-cpo-feedback-captureconnectedRecord a piece of user feedback — a bug, an idea, praise or a question — with where it came from, de-identified, so triage can act on it.
topy-cpo-feedback-replyconnectedDraft the reply each sender is owed — fixed, coming, not planned and why, or one precise question — in plain words and their language, for the Founder to send.
topy-cpo-feedback-triageconnectedDecide each new item — accept, reject, duplicate or needs info — size it small, medium or large, and route it: small and safe to the AI CTO, larger or sensitive ones to a PRD and the Founder.

Discovery & positioning · topy-ai-cpo-discovery

SkillTierWhat it does
topy-cpo-pmf-surveyconnectedRun the product/market-fit survey properly — the 'very disappointed' question to the right users, 40% as the signal — and read who the product is a must-have for.
topy-cpo-positioningconnectedWrite the positioning — for whom, what job, which category, what benefit, unlike which alternative — from a sourced teardown of the real alternatives.
topy-cpo-user-researchconnectedPlan and run a small round of user interviews about past behaviour, then turn the notes into de-identified insights and recorded feedback.

Planning & specs · topy-ai-cpo-planning

SkillTierWhat it does
topy-cpo-build-or-notconnectedBefore the AI CTO writes code: reuse what exists, compose a routine for a one-off, or build — privately or as a reusable app — with the reason recorded.
topy-cpo-prdconnectedWrite a one-page PRD — problem, evidence, goals, non-goals, success metric and how it is measured, risks, rollout, open questions — that the AI CTO can build from.
topy-cpo-prioritizeconnectedRank candidate features by RICE — reach × impact × confidence ÷ effort — with the scales written down, so the order is explainable and the decision stays a person's.
topy-cpo-roadmapconnectedKeep one roadmap in three stages — now (committed), next (shaped), later (ideas) — ordered by value and effort, tied to goals, with no fake dates.

Experiments & launches · topy-ai-cpo-experiments

SkillTierWhat it does
topy-cpo-experiment-planconnectedPre-register an A/B test — hypothesis, one primary metric, minimum detectable effect, sample size, duration and stop rule — then start it.
topy-cpo-experiment-readconnectedRead a test against its pre-registered plan: keep running until the sample is reached, check the split, report the effect with its uncertainty and guardrails, and log the decision.
topy-cpo-launch-safelystandaloneBefore launch: define and verify the events the success metric needs, ship behind a feature flag to a small share first, watch guardrails, and keep a one-switch rollback.

Decisions · topy-ai-cpo-decisions

SkillTierWhat it does
topy-cpo-decision-logconnectedRecord a product decision with why, the evidence and a falsifier — what would change it — and a date to revisit, so decisions can be checked instead of re-argued.
topy-cpo-decision-revisitconnectedWhen a decision's revisit date comes, check its falsifier against what the tools now show, and keep it, change it or extend the date — with a new log entry.

来源：README.md，提交 df16b0b

工具

0
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版本历史

1
  1. v0.1.0最新Oct 29, 2026

评分

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