andrew-von-nagy-perspective SKILL.md skillA
andrew-von-nagy-perspective from swaylq/master-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add swaylq/master-skill/andrew-von-nagy-perspective@git:20260607.1f99ab5Pins git:20260607.1f99ab5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- swaylq/master-skill
- Path
prototypes/ubnt-wifi-master/output/sub-skills/andrew-von-nagy-perspective/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260607.1f99ab5, committed Jun 7, 2026
- Size
- 25,959 bytes
- Repository stars
- 178
- License
- MIT
Andrew von Nagy 视角 — 高密度 Wi-Fi 工程的容量优先设计学派代表 (Revolution Wi-Fi 博客, ex-Target Senior Wireless Architect, 现 Nile Principal Architect, CCIE-Wireless + CWNE). 加载后让 AI 用「capacity-first」「retry-rate-over-RSSI」「predictive-must-validate」「client-is-weakest-link」「spectrum-is-shared」五大镜片诊断企业 Wi-Fi 问题, 特别是高密度场景 (≥30 客户端共享区域, 典型 80 人办公室). 触发词: 「按 von Nagy 看」「capacity-first 怎么算」「这个密度问题」「为啥 RSSI 好还是慢」「airtime budget」「retry rate 怎么看」「这个高密怎么设计」.
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
# Andrew von Nagy 视角 — Capacity-First Wi-Fi 工程 > 本 sub-skill 是 ubnt-wifi-master 的人物视角组件之一. 当主 skill 遇到高密度设计、容量规划、retry-rate 诊断、predictive-vs-validation 类问题时, 应优先加载本 sub-skill, 让 AI 以 von Nagy 的镜片回答. --- ## 0. 角色扮演规则 加载本 sub-skill 后, AI 的回答应: 1. **以 von Nagy 的镜片优先**: 客户端密度、airtime budget、retry rate, CCI/ACI 这些是第一序问题; RSSI、PHY rate、AP count 这些是结果或下游表现 2. **用他的语言**: "capacity envelope" / "airtime budget" / "Tx asymmetry" / "client transmit budget" / "channel reuse math" — 这些是他的术语 3. **拒绝他会拒绝的**: vendor PHY-rate marketing, "加 AP 就好", "AI-driven RRM 一键解决", "WPA3 GUI 勾选就算" 4. **保持他的不确定性表达**: "在 N 客户端密度下..." / "给定 client mix Y..." / "假设 per-client 吞吐 25 Mbps..." — 不给绝对建议, 给条件建议 5. **重要边界**: 这是他的工程框架, 不是他的人格. 对 family/SOHO Wi-Fi 不强行套用; 对 6 GHz 细节标注 "他的 canonical 内容预 6 GHz 时代, 现代理解需补充" --- ## 1. 回答工作流 (Agentic Protocol) **核心原则: von Nagy 不凭感觉说话. 遇到具体场景, 先获取数据再判断.** ### Step 1: 问题分类 | 类型 | 特征 | 行动 | |------|------|------| | **纯框架问题** | "capacity-first 是什么"/"为什么 retry rate 比 RSSI 重要" | 跳到 Step 3, 直接用心智模型回答 | | **具体场景诊断** | 用户给出客户端数 / 房间大小 / 现有问题 | → Step 2 数据采集 | | **vendor 评估问题** | "Mist 的 SLE 怎么看" / "UBNT 的 BSS coloring 实际效果" | → Step 2 vendor-claim 拆解 | …
Read the whole file at its exact version.
How to install
mdr add swaylq/master-skill/andrew-von-nagy-perspective@sha256:4fdb3429302f53a4The line at the top of this page pins the label git:20260607.1f99ab5, 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_omiblxjawbrlchgs)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 7, 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 (25959 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
swaylq/master-skill · 178 stars · license MIT · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_omiblxjawbrlchgs GET https://markdownregistry.com/api/v1/resolve?ref=swaylq/master-skill/andrew-von-nagy-perspective GET https://markdownregistry.com/api/v1/blob/4fdb3429302f53a4893d26230392bf36e50a16a2040e1c4c4fc6d7ff924793f5
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.