spec SKILL.md skillA
spec 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/spec@git:20260905.5d6823dPins git:20260905.5d6823d 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/spec/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260905.5d6823d, committed Sep 5, 2026
- First version recorded
- Jul 31, 2026
- Size
- 18,690 bytes
- Repository stars
- 10
- License
- Apache-2.0
Spec Ladders — goal-driven spec development: brainstorm, plan, review, and execute a gated task ladder with recorded approvals. Triggers on: spec, spec ladders, brainstorm and build, plan and execute, idea to code, build from scratch.
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
# Spec-Driven Development
**Model recommendation:** Spec planning and XML-enhanced-prompt
authoring benefit from the Opus tier (`claude-opus-4-8`). Before
proceeding, suggest a model switch once:
> "This is spec work — recommend `/model claude-opus-4-8` for
> stronger structured reasoning. Want to switch?"
Defer to the user's choice if they've already picked a model.
**IMPORTANT: Start your response with a context preamble.**
Call `help_lookup(topic="spec-engine", mode="preamble")` and
display the returned `preamble` text as a blockquote. Then
tell the user they can say "tell me more" for a step-by-step
guide, or answer the scoping questions below to proceed.
If the MCP call fails, fall back to:
> **Spec** — Walks you from idea to working code through brainstorm, plan, review, approve, and execute phases.
## Scoping
Use `AskUserQuestion` to determine the mode:
```yaml
question: "What would you like to do?"
header: "Spec"
options:
- label: "Start a new spec"
description: "Brainstorm, decompose into tasks, then execute"
- label: "Resume an in-progress spec"
description: "Pick up where you left off"
- label: "Import a spec file"
…Read the whole file at its exact version.
How to install
mdr add smart-ai-memory/attune-ai/spec@sha256:22b6f423d242fc2cThe line at the top of this page pins the label git:20260905.5d6823d, 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_zwrb35rh2jcs7652)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 31, 2026 and Sep 5, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260905.5d6823d latest | 2026-09-05 | 5d6823d | 18,690 B | A | view · diff |
| git:20260905.4b6dac5 | 2026-09-05 | 4b6dac5 | 18,237 B | A | view · diff |
| git:20260902.d668714 | 2026-09-02 | d668714 | 15,439 B | A | view · diff |
| git:20260802.013f77f | 2026-08-02 | 013f77f | 14,039 B | A | view · diff |
| git:20260731.576145f | 2026-07-31 | 576145f | 13,981 B | A | view |
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 (18690 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 · 10 stars · license Apache-2.0 · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zwrb35rh2jcs7652 GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/spec GET https://markdownregistry.com/api/v1/blob/22b6f423d242fc2c558818ebfb07ab1099d010e132aa512b60c11cdfabe24f17
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.
More from smart-ai-memory/attune-ai
Every file in smart-ai-memory/attune-ai