conversion-ops SKILL.md skillC

conversion-ops from ericosiu/ai-marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ericosiu/ai-marketing-skills/conversion-ops@git:20260331.64d5dd4

Pins git:20260331.64d5dd4 in mdr.lock. Pin the fingerprint instead.

Audit grade
C, 14 of 17 checks passed
Kind
SKILL.md skill
Repository
ericosiu/ai-marketing-skills
Path
conversion-ops/SKILL.md
Versions recorded
2
Latest version
git:20260331.64d5dd4, committed Mar 31, 2026
First version recorded
Mar 31, 2026
Size
4,657 bytes
Repository stars
3,761
License
MIT

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

# AI Conversion Ops

## Preamble (runs on skill start)

```bash
# Version check (silent if up to date)
python3 telemetry/version_check.py 2>/dev/null || true

# Telemetry opt-in (first run only, then remembers your choice)
python3 telemetry/telemetry_init.py 2>/dev/null || true
```

> **Privacy:** This skill logs usage locally to `~/.ai-marketing-skills/analytics/`. Remote telemetry is opt-in only. No code, file paths, or repo content is ever collected. See `telemetry/README.md`.

---

AI-powered conversion rate optimization: landing page audits, CRO scoring, survey segmentation, and lead magnet generation.

## When to Use

- User asks for a landing page audit or CRO analysis
- User wants to score a page across conversion dimensions
- User needs to identify conversion bottlenecks on a URL
- User has survey data and wants to segment respondents by pain point
- User wants lead magnet ideas generated from survey responses
- User needs batch CRO analysis across multiple URLs

## Tools

### CRO Audit (`cro_audit.py`)

Fetches a landing page and scores it across 8 conversion dimensions. No headless browser needed.

```bash
# Single URL audit
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ericosiu/ai-marketing-skills/conversion-ops@sha256:56934509a15f9237

The line at the top of this page pins the label git:20260331.64d5dd4, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_upmbz37x5n3l5p24.svg)](https://markdownregistry.com/a/art_upmbz37x5n3l5p24)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, all committed on Mar 31, 2026.

versioncommittedcommitsizeaudit
git:20260331.64d5dd4 latest2026-03-31 64d5dd4 4,657 BC view · diff
git:20260331.36d6ed82026-03-31 36d6ed8 4,187 BC view

Audit of the latest version

C  14 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: Frontmatter block present
  • fail: Frontmatter declares a name
  • fail: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4657 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

ericosiu/ai-marketing-skills · 3,761 stars · license MIT · pushed 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_upmbz37x5n3l5p24
GET https://markdownregistry.com/api/v1/resolve?ref=ericosiu/ai-marketing-skills/conversion-ops
GET https://markdownregistry.com/api/v1/blob/56934509a15f92376c0fc40f6b32b7082661072ae77235e0fb39cfca1201ecbc

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.

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Every file in ericosiu/ai-marketing-skills

Other files named conversion-ops

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