lu1sdv/skillsmd · zero-dof/SKILL.md

zero-dof skillA

zero-dof is agent-read markdown (skill) from lu1sdv/skillsmd: Use when directing LLM coding agents on substantial development tasks — establishing executable oracles, designing agent playbooks, constraining agent output quality, or preventing metric gaming. Also use when LLM-generated code has recurring quality or architecture issues that need systematic correction. Triggers: zero dof, zero degrees of freedom, executable oracle, constrain agent, agent quality, LLM coding constraints, playbook design, oracle pipeline..

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 lu1sdv/skillsmd/zero-dof@git:20260329.9b9e6a0
Exact content
mdr add lu1sdv/skillsmd/zero-dof@sha256:d5dc6eb8c5394dbe

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_zaycsrq6ftjcurx3.svg)](https://markdownregistry.com/a/art_zaycsrq6ftjcurx3)

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Versions

versioncommittedcommitsizeaudit
git:20260329.9b9e6a0 latest2026-03-29 9b9e6a0 15,285 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 (15285 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

lu1sdv/skillsmd · 2 stars · license none · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zaycsrq6ftjcurx3
GET https://markdownregistry.com/api/v1/resolve?ref=lu1sdv/skillsmd/zero-dof
GET https://markdownregistry.com/api/v1/blob/d5dc6eb8c5394dbef877e2562108b6ba549728797d409eaf27119150ea56744b

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