ericosiu/ai-marketing-skills · autoresearch/SKILL.md

autoresearch skillA

autoresearch is agent-read markdown (skill) from ericosiu/ai-marketing-skills: Run Karpathy-style autoresearch optimization on any content. Generates 50+ variants, scores with a 5-expert simulated panel, evolves winners through multiple rounds, outputs optimized version + full experiment log. Use when optimizing landing pages, email sequences, ad copy, headlines, form pages, CTA text, or any conversion-focused content. Triggers on "optimize this page", "run autoresearch", "score these variants", "A/B test this copy"..

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 ericosiu/ai-marketing-skills/autoresearch@git:20260404.0076d34
Exact content
mdr add ericosiu/ai-marketing-skills/autoresearch@sha256:4c7732e3ad0f4f70

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_lj3amkexvzbel3ky.svg)](https://markdownregistry.com/a/art_lj3amkexvzbel3ky)

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Versions

versioncommittedcommitsizeaudit
git:20260404.0076d34 latest2026-04-04 0076d34 8,794 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 (8794 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

ericosiu/ai-marketing-skills · 3,547 stars · license MIT · pushed 2026-09-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lj3amkexvzbel3ky
GET https://markdownregistry.com/api/v1/resolve?ref=ericosiu/ai-marketing-skills/autoresearch
GET https://markdownregistry.com/api/v1/blob/4c7732e3ad0f4f70472c1102b957d2c4ac92dbc4bb3f0f3afd91f8daa5e7fcab

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