ai-operations-advisory-board SKILL.md skillA
ai-operations-advisory-board 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/ai-operations-advisory-board@git:20260930.8d6ecbbPins git:20260930.8d6ecbb in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- luyu2026/skill-bible
- Path
ai-operations-skills/ai-operations-advisory-board/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260930.8d6ecbb, committed Sep 30, 2026
- First version recorded
- Sep 30, 2026
- Size
- 2,625 bytes
- Repository stars
- 214
- License
- a license file GitHub does not identify
AI 运营顾问团总控：路由到 AI 领域专家与方法论视角，或发起多角色评审会。当需要「AI判断」「专家视角」「评审AI产品方案」时使用。 触发词：「AI顾问」「专家评审」「这个AI方向行不行」「开个评审会」「多视角看AI产品」。.
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
# AI 运营顾问团 > 判断类问题找顾问团：一个视角不够，就多视角评审。成员是 AI 产品运营领域的专家与方法论。 ## 成员名册 | 成员 | 领域 | 擅长判断 | |---|---|---| | `ai-operations-advisor-ng` | AI 落地/数据 | 数据飞轮、场景价值、组织推动 | | `ai-operations-advisor-rachitsky` | AI 产品增长 | 增长循环、激活、PMF | | `ai-operations-advisor-lijiariu` | 中国 AI 实战 | 场景选择、对话式营销、落地工程 | | `ai-operations-method-prediction` | AI 商业 | 预测价值、人机分工、壁垒 | | `ai-operations-method-ageofai` | AI 战略 | 数据网络效应、业务重构 | | `ai-operations-method-humanmachine` | 人机协作 | 兜底设计、人在回路、团队能力 | ## 路由判断 | 用户问题 | 路由到 | |---|---| | AI 产品值不值得做、数据壁垒 | advisor-ng / method-prediction | | AI 产品怎么增长、PMF 判断 | advisor-rachitsky / method-ageofai | | 中国 AI 场景/对话获客 | advisor-lijiariu | | 人机分工/兜底设计 | method-humanmachine | | 评审我的 AI 产品方案 | 评审会模式 | ## 评审会模式 当用户需要多视角评审时： 1. **发起**：把待评审内容交给 2-3 个相关成员 2. **各抒己见**：每个成员按自己视角给出判断（认同点 / 质疑点 / 改进建议） 3. **分歧地图**：汇总成员间分歧（最有价值的部分） 4. **综合结论**：可执行建议，标注共识与分歧 **评审示例**：用户问"这个 AI 聊天产品值不值得做" → 同时调 advisor-ng（场景真实性/数据飞轮）、advisor-rachitsky（PMF/增长循环）、method-prediction（预测价值/人机分工）→ 汇总分歧（如：技术可行性 vs 需求真实性 vs 成本结构）→ 综合建议。 ## 诚实边界 - 专家视角基于公开语料蒸馏，不代表本人 - AI 领域迭代快，判断需结合当下模型能力与政策 - 分歧无法消解时，呈现分歧让用户决策 - 中国 AI 合规（备案/深度合成）以官方规则为准 ## 上下游衔接 …
Read the whole file at its exact version.
How to install
mdr add luyu2026/skill-bible/ai-operations-advisory-board@sha256:86b28ff738a45975The line at the top of this page pins the label git:20260930.8d6ecbb, 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_gropg33uzcxe5u2y)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Sep 30, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260930.8d6ecbb latest | 2026-09-30 | 8d6ecbb | 2,625 B | A | view · diff |
| git:20260930.08806af | 2026-09-30 | 08806af | 2,625 B | A | view |
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 (2625 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_gropg33uzcxe5u2y GET https://markdownregistry.com/api/v1/resolve?ref=luyu2026/skill-bible/ai-operations-advisory-board GET https://markdownregistry.com/api/v1/blob/86b28ff738a45975f39bac7dd318be0c10de0245fba20bbe9e8dd6d7c07cbec0
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.