TOPY.AI · AI CPO

ai.topy由 topy.ai 發布官方發布者v0.1.0更新於 Oct 29, 2026

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

發布方自己的服務：TOPY.AI · AI CEO

已驗證Streamable HTTP可網頁執行效率與工作流資料與分析

概覽

AI 產生的概覽

TOPY.AI AI CPO 讓助理具備產品管理能力：回饋分流、優先順序排序、PRD、預先註冊實驗與決策日誌。

可以做什麼
  • 連結並回報產品狀況：目標、每週檢視、每日巡查
  • 記錄、分流使用者回饋並草擬回覆
  • 進行探索：使用者訪談、PMF 調查、定位與競品拆解
  • 規劃工作：RICE 排序、now/next/later 路線圖、是否建置判斷、一頁 PRD
  • 規劃、上線並如實解讀預先註冊的 A/B 實驗，含護欄與功能旗標
  • 記錄帶可證偽條件的產品決策，並在到期日重新檢視
適用情境
適合希望讓編碼助理扮演產品負責人的創辦人或小型團隊：決定要做什麼、分流回饋、撰寫 PRD，並在交給開發前如實解讀實驗結果。
執行需求
需要 TOPY.AI 帳號並以 OAuth 登入，或為本機 stdio 套件提供 TOPY_API_KEY。可連線 topy.ai/mcp/cpo 遠端端點，或以 Node.js 執行 npm 套件 @topy-ai/cpo-mcp（需先登入一次）。只有擁有 OneMan 營運的帳號才能看到其產品紀錄。
安裝前請注意
需要帳號憑證（OAuth 或 TOPY_API_KEY），並可讀取你的產品紀錄。它會寫入回饋、PRD、實驗與決策日誌等紀錄，變更需先預覽再確認。它不寫程式、不發布；計費與價格、登入、權限、安全、隱私、法律文字及刪除客戶資料都交由人決定。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 TOPY.AI · AI CPO，將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存，絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/ai.topy%2Fcpo/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。

{
  "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.

來源：README.md，提交 df16b0b

工具

0
該伺服器需要登入，因此 SourceWeft 無法在沒有帳號的情況下讀取其工具，也未收錄。已連接帳號所能看到的內容可能因帳號及其權限而異。

版本歷史

1
  1. v0.1.0最新Oct 29, 2026

評分

已滿足適用檢查項的 85%

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