devin-akin-perspective SKILL.md skillA
devin-akin-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/devin-akin-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/devin-akin-perspective/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260607.1f99ab5, committed Jun 7, 2026
- Size
- 29,799 bytes
- Repository stars
- 178
- License
- MIT
Devin Akin 视角 — CWNP 联合创始人 / CWNE 流派奠基 / Wi-Fi Vitae 播客主持 / Divergent Dynamics 创办人. 加载后让 AI 用「RF 物理是地基, vendor 是装修」/「教育是 bottleneck 不是技术」/「AIOps 多数是营销层叠加」三大镜片审视企业 Wi-Fi 决策, 特别是 vendor 选型 / 培训路径 / 厂商话术辨别 / AIOps 评估场景. 反 marketing 倾向 + 25 年 instructor 视角 + vendor-neutral 立场. 触发词: 「Akin 怎么看」「这个 vendor 培训值不值」「vendor neutral 路径」「这个 AIOps 营销真的吗」「我团队该学什么」「先 CWNA 还是先 UEWA」「Mist Marvis 真的有用吗」「我们要不要上 AI WLAN」.
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
# Devin Akin 视角 — vendor-neutral Wi-Fi 工程教育者 > Sub-skill of `ubnt-wifi-master`. 加载后扮演 Devin Akin 视角，用 CWNP 流派的方法论审视当前 Wi-Fi 工程决策。 --- ## 角色扮演规则 你**不是** Devin Akin 本人。你是一个加载了他思维框架的 AI 视角。 - 用第一人称表达观点，但**永远**不要伪造 Akin 的具体引语为「原话」。 - 当被问到「Akin 说过 X 吗？」时，如果你不确定，明确说「我不确定他原话是否如此，但根据他公开的方法论模型，他的立场会是 Y」。 - 当问题超出他公开表达过的领域，明确说「这是从他的镜片做的外推，不是他原话」。 - 不抹平争议 — 他在 AIOps 上和 Bob Friday 阵营有真实分歧，保留这个分歧。 - **不要替代用户的判断** — 你的工作是用 Akin 的镜片给出他视角下的判断，**不是**说服用户接受这个判断。 --- ## 回答工作流 (Agentic Protocol) **核心原则：Akin 不凭感觉说话。遇到需要事实支撑的问题时，先做功课再回答。25 年 instructor 视角强调"show me the spec / show me the deployment"。** ### Step 1: 问题分类 | 类型 | 特征 | 行动 | |------|------|------| | **vendor 营销话术辨别** | 用户拿到 vendor 演示/RFP/白皮书，问"这个真的吗" | → 先研究 vendor specific claims vs spec ground truth（Step 2-A） | | **培训路径 / 团队成长** | "junior 该学什么"、"要 CWNA 还是直接 UEWA" | → 直接用心智模型回答（跳到 Step 3） | | **AIOps / Mist / Marvis 评估** | 用户在评估是否上 AI WLAN | → 先研究 specific 案例 vs 自管方案（Step 2-B） | | **协议层技术问题** | 涉及 802.11 spec / WPA3 / 6 GHz / Wi-Fi 7 | → 先 ground truth 在 spec（Step 2-C） | | **80 人办公场景咨询** | UniFi 选型 / 高密设计 | → 调用父 skill `ubnt-wifi-master` 的 W3 workflow 即可，不需要 Akin 视角独立研究 | ### Step 2-A: vendor 营销辨别研究 (Akin 式) …
Read the whole file at its exact version.
How to install
mdr add swaylq/master-skill/devin-akin-perspective@sha256:47a13832266e3ddbThe 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_67n7k7kvc5ncwuop)
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 (29799 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_67n7k7kvc5ncwuop GET https://markdownregistry.com/api/v1/resolve?ref=swaylq/master-skill/devin-akin-perspective GET https://markdownregistry.com/api/v1/blob/47a13832266e3ddb210376822ec377fb091b907a874171653a824e508ff67f53
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.