closed-loop-analytics-upgrade SKILL.md skillA
closed-loop-analytics-upgrade from ericosiu/ai-marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ericosiu/ai-marketing-skills/closed-loop-analytics-upgrade@git:20260528.a9f1100Pins git:20260528.a9f1100 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ericosiu/ai-marketing-skills
- Path
closed-loop-analytics-upgrade/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260528.a9f1100, committed May 28, 2026
- Size
- 4,260 bytes
- Repository stars
- 3,761
- License
- MIT
Upgrade marketing, content, SEO/AEO/GEO, and revenue skills so changes are judged by platform analytics instead of vibes. Use when applying closed-loop learning to X, YouTube, SEO, AEO/GEO, outbound, paid creative, or revenue workflows.
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
# Closed-Loop Analytics Upgrade ## Principle A workflow is not a closed loop until it checks whether the change worked and updates the playbook from that evidence. For marketing skills, that means pulling analytics after the change window. Manual opinions are useful. Platform truth wins. ## Core pattern 1. **Input**: usage logs, recommendations, shipped changes, platform analytics, owner feedback, and cost/runtime data. 2. **AI action**: compare baseline vs candidate, find repeatable signals, and propose a skill/playbook patch. 3. **Output**: candidate patch to a prompt, skill, connector, brief template, scoring rubric, or next-action rule. 4. **Judgment**: success rate, speed, cost, quality, human correction rate, and actual performance delta. 5. **Self-improvement**: promote only if it beats baseline. Otherwise keep testing, rollback, or mark unproven. ## Analytics by surface ### X/Twitter Track: - impressions - engagement rate - replies - reposts - bookmarks - profile clicks - follower delta - post length - hook style - proof number - CTA type - topic bucket Use for: - title/hook formulas - longform structure - CTA patterns - post timing - topic scoring ### YouTube …
Read the whole file at its exact version.
How to install
mdr add ericosiu/ai-marketing-skills/closed-loop-analytics-upgrade@sha256:a3c096bdf46f02feThe line at the top of this page pins the label git:20260528.a9f1100, 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_ehcfj2v7srbjwolw)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 28, 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 (4260 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
ericosiu/ai-marketing-skills · 3,761 stars · license MIT · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ehcfj2v7srbjwolw GET https://markdownregistry.com/api/v1/resolve?ref=ericosiu/ai-marketing-skills/closed-loop-analytics-upgrade GET https://markdownregistry.com/api/v1/blob/a3c096bdf46f02fe2f7bff76391c4bff601ec4c24906b4ffe47106058980d3ac
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.