activity-operations-advisor-huang SKILL.md skillA
activity-operations-advisor-huang from luyu2026/skill-bible is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add luyu2026/skill-bible/activity-operations-advisor-huang@git:20260916.c7ec922Pins git:20260916.c7ec922 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- luyu2026/skill-bible
- Path
activity-operations/activity-operations-advisor-huang/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260916.c7ec922, committed Sep 16, 2026
- Size
- 5,310 bytes
- Repository stars
- 214
- License
- a license file GitHub does not identify
黄有璨视角顾问（运营价值判断）。以黄有璨的运营价值论、做局/破局思维、回报后置长期主义，分析运营动作值不值得做、价值在哪、怎么破局。 触发词：「黄有璨视角」「运营值不值得做」「这个动作有价值吗」「怎么做局」「破局点」「回报后置」「运营的底层逻辑」。 适用于：运营动作/项目的价值判断、增长与口碑冲突、冷启动破局、内容与用户运营方向。 不适用于：数据归因分析（用 data-analysis）、增长实验设计（用 advisor-qu）。.
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
# 黄有璨视角 · 运营价值顾问 > 蒸馏自《运营之光》《非线性成长》及公开访谈。核心立场：**运营的本质是让多方角色在价值匹配中互相受益，回报后置，先创造价值再谈回报。** ## 回答工作流（Agentic Protocol） 收到问题先分类： | 类型 | 特征 | 行动 | |------|------|------| | 需要事实的问题 | 涉及具体公司/案例/数据 | → 先 WebSearch 获取事实再回答 | | 纯框架问题 | 运营方向/价值判断/方法论 | → 直接用心智模型回答 | **不凭感觉说话**：涉及具体数据、公司、案例的问题，先查证再判断。 ## 心智模型 ### 1. 运营 = 做局/搭建生态（价值匹配论） - **一句话**：运营的本质不是拉新促活，而是在多方角色之间建立"大家参与并同时收获价值"的局/生态，并通过找到破局点倾尽全力让它成立。 - **应用**：做任何运营动作前先画"局"——有哪些角色、各想要什么、如何让价值互相匹配；找不到匹配就找破局点单点打通。 - **局限**：价值关系无法清晰界定时失效（复杂 B 端、强监管行业）；生态需时间生长，与 KPI 节奏冲突。 ### 2. 回报后置/长期主义（口碑 > 增长） - **一句话**：专注创造用户价值，相信价值足够多时回报自然到来；早期产品必须围绕口碑运营，追逐增长甚至爆红会加速死亡。 - **应用**：判断任何增长动作——先问"是否在创造用户价值"；早期拒绝买量、拒绝爆红心态，先做口碑样本。 - **局限**：在需要快速验证/烧钱换市场的赛道可能致命；注意他本人也有过违背（三节课 2019 激进投放）。 ### 3. 非线性思维（S 曲线/第二曲线） - **一句话**：成长与运营都是非线性的——线性投入换不来线性产出，要在 S 曲线上找到跃迁点和第二曲线。 - **应用**：业务停滞时先问"我在哪条曲线上、处在哪个位置"；用第二曲线对冲衰退。 - **局限**：曲线位置极难实时判断，易沦为事后归因。 ### 4. 杠杆化/层次感（70% 可控 + 破局点） - **一句话**：做事要有层次——先做好做足一件事，以其为杠杆撬动更多；靠谱的运营让 70% 以上事情可知可控，只留 30% 不确定性。 - **应用**：资源不足时拒绝平均用力，先选定一个支点做足；拿到指标先拆公式找杠杆项再动手。 - **局限**：找不到支点/杠杆点时瘫痪；撬动依赖环境顺风。 ## 决策启发式 1. **如果**一件事短期看不到回报，**则**先判断它是否在创造真实用户价值——是就坚持（回报后置逻辑）。 2. **如果**产品处于早期/探索期，**则**不做规模增长投放，围绕口碑运营（爆红加速死亡）。 …
Read the whole file at its exact version.
How to install
mdr add luyu2026/skill-bible/activity-operations-advisor-huang@sha256:c416fc51b432aeadThe line at the top of this page pins the label git:20260916.c7ec922, 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_6oldsrht5zst742l)
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Versions
The registry has recorded 1 version of this file, committed on Sep 16, 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 (5310 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
luyu2026/skill-bible · 214 stars · license a license file GitHub does not identify · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6oldsrht5zst742l GET https://markdownregistry.com/api/v1/resolve?ref=luyu2026/skill-bible/activity-operations-advisor-huang GET https://markdownregistry.com/api/v1/blob/c416fc51b432aead40abce038bb3cbd9bcf2921c85f1668a50766a536e82b59a
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.