[Retired] Use /spec instead — spec-driven development with approval loop.
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
# pipeline (Retired)
The `/pipeline` skill has been replaced by `/spec`.
Type `/spec` to start spec-driven development —
brainstorm, plan, review, and execute with quality
gates and approval at every step.
The line at the top of this page pins the label git:20260325.5ef01a1, 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.
GET https://markdownregistry.com/api/v1/artifacts/art_u4kntiyku4dwdtoc
GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/pipeline
GET https://markdownregistry.com/api/v1/blob/466a17fb40f7f1551dd95ccaeb653c714a1e6033a44f25a75bd4c49bff810cb0
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.
smart-ai-memory/attune-ai · .agents/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…
smart-ai-memory/attune-ai · .agents/skills/author-feature/SKILL.md · Author a single-source feature page — a code-verified master that projects to .help kinds + docs pages, no API credits…
smart-ai-memory/attune-ai · .agents/skills/catalog/SKILL.md · Enumerate everything attune offers — every workflow, wizard, and tool, read live from the registries. Triggers on…
smart-ai-memory/attune-ai · .agents/skills/coach/SKILL.md · Progressive help for any topic. Repeat to go deeper: concept -> procedural -> reference. Triggers on: coach, learn…
akashgit/remote-factory · skills/pipeline/SKILL.md · Design and execute a custom multi-agent pipeline for any goal. Analyzes the goal, selects appropriate specialist…
boston-harness-group/remote-factory · skills/pipeline/SKILL.md · Design and execute a custom multi-agent pipeline for any goal. Analyzes the goal, selects appropriate specialist…
savvides/idstack · skills/pipeline/SKILL.md · Pipeline orchestrator for idstack. Runs the skills from /idstack:needs-analysis to
/idstack:course-export in the…
tonydzi/second-brain-starter-kit · skills/pipeline/SKILL.md · Triage a lead pipeline and say who needs action today: replied means send the scheduling link, link sent 24h ago…
h-zahran/delivery-kit · pipeline/skills/pipeline/SKILL.md · The twenty-phase delivery pipeline. NEVER invoke this skill from conversation inference — it edits the working tree…
