skillify-meta-loop SKILL.md skillA

skillify-meta-loop from mycelium-hq/ai-brain-starter is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add mycelium-hq/ai-brain-starter/skillify-meta-loop@git:20260707.f0ac903

Pins git:20260707.f0ac903 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
mycelium-hq/ai-brain-starter
Path
skills/skillify-meta-loop/SKILL.md
Versions recorded
3
Latest version
git:20260707.f0ac903, committed Jul 7, 2026
First version recorded
Jun 26, 2026
Size
4,672 bytes
Repository stars
50
License
MIT

Use when a recurring bug, support question, client incident, or manual task surfaces 2+ times, when a codified rule keeps getting violated despite being written down, when a teammate or client hits an issue anyone could hit, or when delivery/setup friction repeats. Triggers: "skillify this", "this keeps happening", "we hit this last week too", "make a skill for X", "automate this", "every client hits this", "I keep doing X manually", "turn this into a skill".

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

Bug → durable skill in 10 steps. The loop runs same-session, no queueing.

## When to invoke
| Signal | Example |
|---|---|
| Same issue 2+ times | Two clients hit the same install error |
| Manual repeat | Wrote the same onboarding email 3× |
| Codified rule violated | A typo slipped past a lint rule despite it being codified |
| Support question pattern | 3 teams asked "how do we wire X" |
| Delivery friction | Bespoke setup hour you shouldn't be spending each time |

If the trigger is a one-off accident with no pattern signal, skip skillify. The loop is for repeats.

## The 10 steps

### 1. Scaffold
Pick the skill's home:
- Private skills repo → `~/dev/<your>-skills/<name>/`
- Public substrate → `<repo>/skills/<name>/` (if generic + no personal data)
- Team repo → `~/dev/<team>-skills/<name>/`

`mkdir <path> && touch <path>/SKILL.md`. Don't symlink yet.

### 2. State the trigger
In SKILL.md frontmatter `trigger:` field: every phrase a user might type that should fire this skill. Cover bilingual surfaces if relevant. Cover the explicit invocation (`/skill-name`) AND natural-language patterns. Be over-inclusive; pruning false-positives is cheaper than missing the signal.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add mycelium-hq/ai-brain-starter/skillify-meta-loop@sha256:06b39e1548ff74ed

The line at the top of this page pins the label git:20260707.f0ac903, 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_6gobyyikmenwpc45.svg)](https://markdownregistry.com/a/art_6gobyyikmenwpc45)

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

Versions

The registry has recorded 3 versions of this file, between Jun 26, 2026 and Jul 7, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
git:20260707.f0ac903 latest2026-07-07 f0ac903 4,672 BA view · diff
git:20260626.b0d1a902026-06-26 b0d1a90 4,706 BA view · diff
git:20260626.f9bb8c32026-06-26 f9bb8c3 4,689 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 (4672 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

mycelium-hq/ai-brain-starter · 50 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6gobyyikmenwpc45
GET https://markdownregistry.com/api/v1/resolve?ref=mycelium-hq/ai-brain-starter/skillify-meta-loop
GET https://markdownregistry.com/api/v1/blob/06b39e1548ff74ed32c2bd29a08aa4f1e7b51ba0eb42b730f7476638f96b1946

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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