k-dense-ai/scientific-agent-skills · skills/experimental-design/SKILL.md

experimental-design skillA

experimental-design is agent-read markdown (skill) from k-dense-ai/scientific-agent-skills: Design experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are interpretable. Use whenever someone is planning a study, asks how to assign subjects/samples to groups, mentions randomization, blocking, stratification, controls, factorial or fractional-factorial designs, design of experiments (DOE), screening many factors, response-surface optimization, crossover or repeated-measures or split-plot designs, cl.

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 k-dense-ai/scientific-agent-skills/experimental-design@v1.2
Exact content
mdr add k-dense-ai/scientific-agent-skills/experimental-design@sha256:8d1e072e96c40dea

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.

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Versions

versioncommittedcommitsizeaudit
v1.2 latest2026-09-02 1e5eeff 14,002 BA view · diff
v1.12026-07-28 4fb7e0b 13,044 BA view · diff
v1.02026-07-26 b085e11 13,044 BA view · diff
git:20260611.fdf52ef2026-06-11 fdf52ef 13,071 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 (14002 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

k-dense-ai/scientific-agent-skills · 43,331 stars · license MIT · pushed 2026-09-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_jkxx6uxionetdutx
GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/experimental-design
GET https://markdownregistry.com/api/v1/blob/8d1e072e96c40dea985deac2d67d2cb800bb8db1cb18b31db0e623ca66e66741