content-loop-orchestrator SKILL.md skillA

This file is byte-identical to the first copy the registry indexed, one of 3 indexed copies. Same content hash, so the same checks give both the same grade.

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/content-loop/skills/content-loop-orchestrator/SKILL.md
Versions recorded
3
Latest version
v1.0.0, committed Oct 10, 2026
First version recorded
Jun 18, 2026
Size
8,617 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** and **which skill handles it next**. 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 gating anything irreversible.

---

## Where State Lives

The `genfeed-connector` seam keeps every content item in `.genfeed/items/` in the working directory. Scheduling is manual or the harness `/loop`, tokens come from env vars, and approval is a chat prompt. Every downstream skill reads and advances state only through this seam, so you never touch the files directly.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add genfeedai/skills/content-loop-orchestrator@sha256:9a764034c0002253

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_xbn4dt2zk7koj5nz.svg)](https://markdownregistry.com/a/art_xbn4dt2zk7koj5nz)

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

Versions

The registry has recorded 3 versions of this file, between Jun 18, 2026 and Oct 10, 2026, about one every 57 days.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-10-10 f3bc703 8,617 BA view · diff
v1.0.02026-09-26 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 (8617 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_xbn4dt2zk7koj5nz
GET https://markdownregistry.com/api/v1/resolve?ref=genfeedai/skills/content-loop-orchestrator
GET https://markdownregistry.com/api/v1/blob/9a764034c00022538c2fed09d7fb3d3680ea1b24b0b692bfc34ed3c1b8d52fad

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