attune SKILL.md skillA
attune from smart-ai-memory/attune-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add smart-ai-memory/attune-ai/attune@v2.1.0Pins v2.1.0 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
.claude/skills/attune/SKILL.md- Versions recorded
- 1
- Latest version
- v2.1.0, committed Mar 21, 2026
- Size
- 7,777 bytes
- Repository stars
- 11
- License
- Apache-2.0
AI-powered developer workflows with Socratic discovery.
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 Your AI-powered developer workflow assistant with Socratic discovery. **One command. Every workflow.** ## How It Works Type `/attune` and I'll guide you through questions to find the right workflow. ```bash /attune # Start Socratic discovery /attune "I need to fix a bug" # Natural language /attune debug # Direct shortcut ``` ## Fast-Path Detection When the user provides sufficient context inline, **skip scoping questions and execute directly**. This satisfies the Socratic requirement because the user's explicit args provide the scoping context. **Fast-path triggers (execute immediately):** - Specific subcommand + target path: `/attune security-audit ./src` - Natural language with clear scope: `/attune "review src/auth"` - Explicit `--auto` flag: `/attune commit --auto` **Socratic flow (ask questions first):** - `/attune` (no args) - `/attune "fix something"` (vague) **Rule:** If input contains BOTH an action AND a target, proceed to execution. If either is missing or ambiguous, use `AskUserQuestion`. ## Workflows by Goal ### 🔧 Fix or Improve Something **Debugging:** …
Read the whole file at its exact version.
How to install
mdr add smart-ai-memory/attune-ai/attune@sha256:e8fb51cd5d653dcaThe line at the top of this page pins the label v2.1.0, 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.
[](https://markdownregistry.com/a/art_wcsxmrvd7qx5zxkw)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Mar 21, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7777 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
smart-ai-memory/attune-ai · 11 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wcsxmrvd7qx5zxkw GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/attune GET https://markdownregistry.com/api/v1/blob/e8fb51cd5d653dca0a8c7bf70e3d56523634eeed89c562d15cfe8dcbab6f74ea
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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