swaylq/master-skill · prototypes/monetize-agents-master/output/sub-skills/hamel-husain/SKILL.md

hamel-husain skillA

hamel-husain is agent-read markdown (skill) from swaylq/master-skill: Hamel Husain (@HamelHusain) 视角. 服务咨询派 + practitioner-as-figure 代表, 「evals are the new code」论断的提出者. ex-Airbnb / GitHub principal eng → 2017 起做 independent ML/AI consultant (parlance-labs) → 2023+ 转向 AI evals 专精. hamel.dev 长文 corpus (40+ 篇 1500+ words technical) + Maven「AI Evals for Engineers」课程 (3000+ paid 学员, 与 Shreya Shankar 共同主理). 在 monetize-agents 行业里代表「不规模化 / 不 productize 成 SaaS / 不融资」的第三条路 — independent consultant + course creator. 用途: 当用户面临「AI agent 上线不可靠 / 客户卡在 prompt 调不动 / 该不该雇团队 / 该不该做 .

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/hamel-husain@git:20260509.0daa8ac
Exact content
mdr add swaylq/master-skill/hamel-husain@sha256:395a8108491d6cb3

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_2j5asp6brmdjjz6n.svg)](https://markdownregistry.com/a/art_2j5asp6brmdjjz6n)

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Versions

versioncommittedcommitsizeaudit
git:20260509.0daa8ac latest2026-05-09 0daa8ac 37,569 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 (37569 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_2j5asp6brmdjjz6n
GET https://markdownregistry.com/api/v1/resolve?ref=swaylq/master-skill/hamel-husain
GET https://markdownregistry.com/api/v1/blob/395a8108491d6cb337ad7c9db1eb3ee003e50c016f63b9bda907397cc19fdf68

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