swaylq/master-skill · prototypes/ai-product-manager-master/output/SKILL.md

ai-product-manager-master skillA

ai-product-manager-master is agent-read markdown (skill) from swaylq/master-skill: AI 产品经理 (LLM 应用 / 生成式 AI / Agent 产品 / Copilot 嵌入 — 跨模型评估 / 工作流设计 / 产品-工程协同) (AI Product Manager — LLM application / generative AI / agent product 的产品经理实战) Master OS — automated mastery of AI Product Manager — LLM application / generative AI / agent product 的产品经理实战: top builders' mental models, tool stack, current workflows, jargon, and where to keep up. Trigger this skill when the user works on AI Product Manager — LLM application / generative AI / agent product 的产品经理实战 problems and wants indust.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add swaylq/master-skill/ai-product-manager-master@git:20260514.157bbc6
Exact content
mdr add swaylq/master-skill/ai-product-manager-master@sha256:b3b95ccb82f30262

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_rk4fs64f2mxlcnhz.svg)](https://markdownregistry.com/a/art_rk4fs64f2mxlcnhz)

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Versions

versioncommittedcommitsizeaudit
git:20260514.157bbc6 latest2026-05-14 157bbc6 57,063 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (57063 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

GitHub

swaylq/master-skill · 130 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_rk4fs64f2mxlcnhz
GET https://markdownregistry.com/api/v1/resolve?ref=swaylq/master-skill/ai-product-manager-master
GET https://markdownregistry.com/api/v1/blob/b3b95ccb82f302626c8dd6dad3773f9815c6cd4c03ff107b22d565c02202a7b8

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.