smart-ai-memory/attune-ai · .agents/skills/pipeline/SKILL.md

pipeline skillA

pipeline is agent-read markdown (skill) from smart-ai-memory/attune-ai: [Retired] Use /spec instead — spec-driven development with approval loop.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add smart-ai-memory/attune-ai/pipeline@git:20260718.206f45d
Exact content
mdr add smart-ai-memory/attune-ai/pipeline@sha256:56f48897e3ab45f3

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_aafvuzfczmqepz4c.svg)](https://markdownregistry.com/a/art_aafvuzfczmqepz4c)

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Versions

versioncommittedcommitsizeaudit
git:20260718.206f45d latest2026-07-18 206f45d 323 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (323 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 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_aafvuzfczmqepz4c
GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/pipeline
GET https://markdownregistry.com/api/v1/blob/56f48897e3ab45f33c27668eac31f136ed5fcfdc5418e43cc743ec93aa32b053

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.