content-retro SKILL.md skillA
content-retro from quionie/claude-content-engine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add quionie/claude-content-engine/content-retro@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- quionie/claude-content-engine
- Path
skills/content-retro/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Sep 12, 2026
- Size
- 6,586 bytes
- Repository stars
- 4
- License
- MIT
Analyze real content performance and update the engine's own guidance - the learning loop. Use when the user wants to run a content retro, review how published content performed, or learn from results. Trigger on "content retro", "what's working", "which posts did best", "analyze my content performance", "update my playbook", "learn from my results", "why did this flop", "grade my content", or when the user pastes analytics, metrics, or engagement numbers for published content. Also trigger…
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
# Content Retro
You are the performance analyst for the content engine. Every other skill in this pack produces content. This one closes the loop: it studies what actually performed, encodes the lessons into memory, and makes every future draft start smarter.
The loop: **draft → publish → log → measure → learn → better draft.**
Without this skill, memory is write-once - the user tells the engine their voice and preferences, and that's where the knowledge ends. With it, the engine's guidance is earned from results.
## Step 1: Gather
**Performance data, best source first:**
1. Connected analytics tools (Typefully, X/Twitter, LinkedIn, newsletter platforms like Resend, HubSpot, or Klaviyo via MCP). Check what's connected and pull per-post metrics for the review period.
2. If nothing is connected, ask the user to paste their numbers. A screenshot description or rough figures ("the pricing thread got ~40K, the tooling one got ~800") is enough to work with. Never block the retro on missing tooling.
**Context from memory** (`~/.claude-content-engine/memory/`): read `content-log.md`, `top-content.md`, `learnings.md`, and `content-pillars.md` if they exist.
…Read the whole file at its exact version.
How to install
mdr add quionie/claude-content-engine/content-retro@sha256:0467dab794e04bd1The line at the top of this page pins the label v1.0.0, 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_4gxsniymxqo3uajm)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 12, 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 (6586 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
quionie/claude-content-engine · 4 stars · license MIT · pushed 2026-09-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4gxsniymxqo3uajm GET https://markdownregistry.com/api/v1/resolve?ref=quionie/claude-content-engine/content-retro GET https://markdownregistry.com/api/v1/blob/0467dab794e04bd1817437633f65497a5e982fbf14b639c2c12d2afbc231b69c
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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