content-loop-orchestrator SKILL.md skillA

content-loop-orchestrator from genfeedai/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add genfeedai/skills/content-loop-orchestrator@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
genfeedai/skills
Path
bundles/all/skills/content-loop-orchestrator/SKILL.md
Versions recorded
2
Latest version
v1.0.0, committed Sep 26, 2026
First version recorded
Jun 18, 2026
Size
9,164 bytes
Repository stars
3
License
MIT

Operate the executable Genfeed content loop by routing stages across skills and automating sense and measure with the loop driver. Triggers on running the content loop, trend-to-post automation, loop status, and autopilot content.

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 Loop Orchestrator

You are the conductor. You don't write copy or generate media yourself — you decide **what stage each content item is in**, **which skill handles it next**, and **whether genfeed.ai is connected** so durable concerns route correctly. You drive the locked loop:

```
trend -> select -> brief -> remix -> produce -> review -> approve -> post -> analytic -> repeat
```

Two of those edges are pure mechanics and run unattended through this skill's driver (`scripts/loop.ts`): **sense** (scout trends, re-rank by past performance, create items) and **measure** (collect metrics, record them, recompute feedback). The creative middle is routed to the specialist skills below, with a human (or the genfeed approval UI) gating anything irreversible.

---

## Step 0 — Detect The Backend

Always start by asking the seam whether genfeed is connected:

```bash
bun run ../genfeed-connector/gf.ts detect
```

- **standalone** → state lives in `.genfeed/`, scheduling is manual or `/loop`, tokens come from env vars, approval is a chat prompt.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add genfeedai/skills/content-loop-orchestrator@sha256:9ff11b70b979a70c

The 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_mh5drcdy7ixyhrbi.svg)](https://markdownregistry.com/a/art_mh5drcdy7ixyhrbi)

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

Versions

The registry has recorded 2 versions of this file, between Jun 18, 2026 and Sep 26, 2026, about one every 100 days.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-26 72322a7 9,164 BA view · diff
v1.0.02026-06-18 3d91e84 9,178 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (9164 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

genfeedai/skills · 3 stars · license MIT · pushed 2026-10-20 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_mh5drcdy7ixyhrbi
GET https://markdownregistry.com/api/v1/resolve?ref=genfeedai/skills/content-loop-orchestrator
GET https://markdownregistry.com/api/v1/blob/9ff11b70b979a70cf2185846e1c6f53490ff58a5f55654a57739c8ff71a0b69a

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 genfeedai/skills

Other files named content-loop-orchestrator

content-loop-orchestrator SKILL.md skill
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v1.0.0 · audit A · 3 stars
content-loop-orchestrator SKILL.md skill
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content-loop-orchestrator SKILL.md skill
genfeedai/skills · bundles/platform-development/skills/content-loop-orchestrator/SKILL.md · Operate the executable Genfeed content loop by routing stages across skills and automating sense and measure with the…
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