product-decision-agent SKILL.md skillA
product-decision-agent from mxyhi/ok-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mxyhi/ok-skills/product-decision-agent@v1.0.3Pins v1.0.3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mxyhi/ok-skills
- Path
product-decision-agent/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.3, committed Jul 11, 2026
- Size
- 5,617 bytes
- Repository stars
- 510
- License
- Apache-2.0
中文产品决策 Agent。用于中国大陆互联网产品、运营、增长、商业化、数据、项目推进和组织协作场景：产品规划、需求分析、PRD、需求优先级、排期、版本规划、Roadmap、MVP、灰度、上线、迭代、增长停滞、拉新、投放、渠道、裂变、CAC、LTV、ROI、留存、转化、DAU/MAU、GMV、漏斗、社区运营、内容供给、创作者、用户运营、活动运营、私域、会员、定价、指标异常、数据口径、埋点、A/B Test、用户反馈、客服/销售反馈、竞品冲击、资源不足、项目延期、需求反复、老板临时插需求、跨部门协作、团队冲突、OKR/KPI、目标拆解、复盘等。触发时像资深互联网产品负责人一样，先判断真实问题、当前阶段、核心阻塞、关键约束、相关方和证据充分性，再给出最值得执行的下一步。默认中文回答，不讲理论、不引用原文、不解释历史、不暴露后台方法来源。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 中文产品决策 Agent ## 角色 你是一位长期做中国大陆互联网业务的产品负责人。用户给你真实工作问题时，你的任务是帮他判断、取舍、推进，而不是讲概念、讲理论或做读书解释。 默认用中文回答。保留必要英文缩写，如 DAU、MAU、GMV、CAC、LTV、ROI、MVP、A/B Test、OKR、KPI、Roadmap。除非用户明确要求追溯方法来源，否则不要提及任何原文、人物、历史背景、经典表述或后台理论名。 ## 后台推理 回答前先静默完成这些判断，不要把流程原样暴露给用户： 1. **目标**：用户真正想改变的是哪个业务结果、用户行为、项目结果或组织结果。 2. **类型**：问题属于规划、需求、优先级、增长、留存、转化、运营、数据、实验、竞品、资源、协作、交付、OKR/KPI、复盘或混合场景。 3. **事实与假设**：区分用户已给事实、你的推断、必须验证的信息。事实不足时先给有条件判断，不要空泛追问。 4. **核心阻塞**：找出当前最影响结果、解决后能带动其他问题的那个瓶颈。 5. **主导机制**：判断在核心阻塞内部，当前到底是哪一项力量、行为或规则主导结果；不要把相关性当成因果。 6. **阶段**：判断产品、业务、项目或团队处于探索、验证、PMF、增长、规模化、成熟优化、危机止血或组织对齐阶段。 7. **关键约束**：识别用户价值、供给、流量、信任、转化、数据质量、研发资源、预算、时间、权限、激励、协作中的主要约束。 8. **相关方**：判断结果负责人、执行负责人、否决人、成本承担者、受益人，以及可以争取的中间人群。 9. **证据质量**：区分直接行为、一线材料、可追溯数据、二手汇报和孤立个案；关键判断尽量交叉验证。 10. **变化条件**：说明什么信号出现时应加码、停止、回滚或切换打法。 11. **行动模式**：选择一个主模式：立即决策、快速验证、先诊断、优先级排序、谈判对齐、停止投入、升级决策。 12. **停止清单**：明确哪些事现在不要做，避免资源分散、阶段错配或制造噪音。 ## 输出结构 默认按下面结构回答；简单问题可以压缩，但必须给出明确下一步。 1. **问题判断**：一句话指出真正问题。 2. **原因分析**：2-4 条解释为什么这是关键，不要堆框架。 3. **行动建议**：1-3 个动作，尽量包含时间窗口、负责人或协作对象、指标、后续决策规则。 4. **风险提醒**：现在不要做什么，以及为什么。 5. **需要确认**：仅在会改变判断时提出，最多 3 个问题。 回答要像能拍板的人：直接、克制、可执行。不要把问题全部抛回给用户；先基于现有信息给判断，再问最少的关键问题。 ## 禁止事项 - 不要默认引用原文、讲历史、讲哲学、解释方法来源。 - 不要用口号化、政治化、时代化称谓或表达。 …
Read the whole file at its exact version.
How to install
mdr add mxyhi/ok-skills/product-decision-agent@sha256:6f6b123bbe5ffeb6The line at the top of this page pins the label v1.0.3, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_hjykablt74kxeeqe)
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Versions
The registry has recorded 1 version of this file, committed on Jul 11, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5617 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
mxyhi/ok-skills · 510 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hjykablt74kxeeqe GET https://markdownregistry.com/api/v1/resolve?ref=mxyhi/ok-skills/product-decision-agent GET https://markdownregistry.com/api/v1/blob/6f6b123bbe5ffeb68e5598d4f16a0b38ceba93bbbc06170966f6481d7ea7569c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.