attune-hub SKILL.md skillA

attune-hub from smart-ai-memory/attune-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add smart-ai-memory/attune-ai/attune-hub@git:20260807.964ad7e

Pins git:20260807.964ad7e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
smart-ai-memory/attune-ai
Path
.agents/skills/attune-hub/SKILL.md
Versions recorded
5
Latest version
git:20260807.964ad7e, committed Aug 7, 2026
First version recorded
Jun 30, 2026
Size
6,025 bytes
Repository stars
10
License
Apache-2.0

Developer workflow hub — routes to the right skill based on what you need. Triggers on: attune, what can attune do, what can you do, capabilities, where do I start, get started.

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

# Attune Hub

**IMPORTANT: Start your response by telling the user:**

> **Attune Hub** — Your starting point — discovers what you need and routes you to the right skill.

## Scoping

If no argument is provided, use `AskUserQuestion`:

```yaml
question: "What are you trying to accomplish?"
header: "attune-ai"
options:
  - label: "Run a workflow"
    description: "Security audit, code review, test gen, perf, release prep"
  - label: "Manage memory"
    description: "Store, retrieve, search, or forget patterns"
  - label: "Configure settings"
    description: "Check setup, update attune-ai, view telemetry"
  - label: "Learn what attune-ai does"
    description: "Overview of capabilities and skills"
```

## Execution

Based on the user's answer or arguments, describe the
intent so Claude matches the right skill:

| Input | Describe to Claude |
| ----- | ------------------ |
| "Run a workflow" or `security` | "Run a security audit on the code" |
| "Run a workflow" or `review` | "Review the code for quality issues" |
| "Run a workflow" or `tests` | "Generate tests for uncovered code" |
| "Run a workflow" or `perf` | "Analyze code for performance issues" |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add smart-ai-memory/attune-ai/attune-hub@sha256:41de7935359a7257

The line at the top of this page pins the label git:20260807.964ad7e, 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_aq4eyrctdv6c655c.svg)](https://markdownregistry.com/a/art_aq4eyrctdv6c655c)

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

Versions

The registry has recorded 5 versions of this file, between Jun 30, 2026 and Aug 7, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
git:20260807.964ad7e latest2026-08-07 964ad7e 6,025 BA view · diff
git:20260731.7af54da2026-07-31 7af54da 5,951 BA view · diff
git:20260727.6411a172026-07-27 6411a17 5,900 BA view · diff
git:20260718.37911bf2026-07-18 37911bf 5,795 BA view · diff
git:20260630.67f56372026-06-30 67f5637 5,701 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 (6025 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

smart-ai-memory/attune-ai · 10 stars · license Apache-2.0 · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_aq4eyrctdv6c655c
GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/attune-hub
GET https://markdownregistry.com/api/v1/blob/41de7935359a72579cf2df61b2cdb2df46ab160bcf38ea27f3e437d099d010c1

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 smart-ai-memory/attune-ai

Other files named attune-hub

attune-hub SKILL.md skill
smart-ai-memory/attune-ai · plugin/skills/attune-hub/SKILL.md · Developer workflow hub — routes to the right skill based on what you need. Triggers on: attune, what can attune do…
git:20260807.964ad7e · audit A · 10 stars

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