agent SKILL.md skillA

agent 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/agent@git:20260718.206f45d

Pins git:20260718.206f45d 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/agent/SKILL.md
Versions recorded
2
Latest version
git:20260718.206f45d, committed Jul 18, 2026
First version recorded
Jun 25, 2026
Size
1,609 bytes
Repository stars
10
License
Apache-2.0

Create and manage custom AI agents and teams.

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

# agent

Create and manage custom AI agents and teams using
the Attune Agent SDK.

## Routes

| Subcommand | Action |
| ---------- | ------ |
| `create` | Create a new agent |
| `create-team` | Create a multi-agent team |
| `run` | Run an existing agent |
| `list` | List available agents |
| `release-prep` | Run release prep agent team |

## Usage

```bash
/agent                  # Ask what to do
/agent create           # Create an agent
/agent create-team      # Create a team
/agent run              # Run an agent
/agent list             # List agents
/agent release-prep     # Run release prep team
```

## Behavior

### create

Use `AskUserQuestion` to understand:

- What should the agent do?
- What tier? (cheap, capable, premium)
- What tools does it need?

Then guide the user through agent definition using
the SDK:

```python
from attune.agents.sdk import SDKAgent

agent = SDKAgent(
    agent_id="my-agent",
    role="analyst",
    tier="capable",
)
```

### create-team

Use `AskUserQuestion` to understand:

- What's the team's goal?
- How many agents?
- What roles?

Then guide through team creation:

```python
from attune.agents.sdk import SDKAgentTeam

team = SDKAgentTeam(
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add smart-ai-memory/attune-ai/agent@sha256:ccd2bc900fc5975d

The line at the top of this page pins the label git:20260718.206f45d, 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_ynq2fsfvw3zw3e6z.svg)](https://markdownregistry.com/a/art_ynq2fsfvw3zw3e6z)

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

Versions

The registry has recorded 2 versions of this file, between Jun 25, 2026 and Jul 18, 2026, about one every 22 days.

versioncommittedcommitsizeaudit
git:20260718.206f45d latest2026-07-18 206f45d 1,609 BA view · diff
git:20260625.4710b182026-06-25 4710b18 3,100 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 (1609 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_ynq2fsfvw3zw3e6z
GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/agent
GET https://markdownregistry.com/api/v1/blob/ccd2bc900fc5975d11e3ecca1881831c50e8cd662580e6d132a2494204d35a84

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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