ellmos-ai/skills · skills/dev/pipeline-optimizer/SKILL.md

pipeline-optimizer skillA

pipeline-optimizer is agent-read markdown (skill) from ellmos-ai/skills: Structured 6-step procedure for improving, renovating, or rebuilding existing pipelines, individual project folders, documentation structures, or software stacks. Addressable as "pipeline optimizer" (for whole topic pipelines, e.g. a software, research, or game-dev pipeline) or "project-folder optimizer" (for individual project folders within a pipeline, e.g. a single software tool or paper project). Triggers on tasks like "improve pipeline X", "optimize the stack", "rebuild Y", "renovation", "p.

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 ellmos-ai/skills/pipeline-optimizer@v1.2.0
Exact content
mdr add ellmos-ai/skills/pipeline-optimizer@sha256:d7951e69f2998443

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_43eqzqramjzbgwgj.svg)](https://markdownregistry.com/a/art_43eqzqramjzbgwgj)

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Versions

versioncommittedcommitsizeaudit
v1.2.0 latest2026-08-23 6875515 16,559 BA view · diff
v1.2.02026-08-23 f025c2c 16,148 BA view · diff
v1.2.02026-07-30 08fbb89 16,129 BA view · diff
v1.2.02026-07-29 6a2d333 16,060 BA view · diff
v1.2.02026-07-23 17481b4 16,624 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 (16559 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

ellmos-ai/skills · 4 stars · license MIT · pushed 2026-09-13 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_43eqzqramjzbgwgj
GET https://markdownregistry.com/api/v1/resolve?ref=ellmos-ai/skills/pipeline-optimizer
GET https://markdownregistry.com/api/v1/blob/d7951e69f2998443c02e1a385fe96313a78b0d70cef6e3fc401ec0d3464ae7b2

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