ericluo04/claude-academic-workflow · skills/field-experiment/SKILL.md

field-experiment skillA

field-experiment is agent-read markdown (skill) from ericluo04/claude-academic-workflow: Design, analyze, and write up randomized experiments (field experiments, A/B tests, RCTs): stratified and clustered designs, randomization inference, covariate adjustment done right, noncompliance, attrition and gated outcomes, treatment-effect heterogeneity, and interference. TRIGGER on "A/B test", "randomized experiment", "RCT", "field experiment", "holdout", "lift test", "randomization inference", "stratified randomization", "cluster randomized", "geo experiment", "power analysis", "MDE", "en.

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 ericluo04/claude-academic-workflow/field-experiment@git:20260828.039723a
Exact content
mdr add ericluo04/claude-academic-workflow/field-experiment@sha256:42a8a1a7da9f32e6

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_kkyblczgsvdghsky.svg)](https://markdownregistry.com/a/art_kkyblczgsvdghsky)

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Versions

versioncommittedcommitsizeaudit
git:20260828.039723a latest2026-08-28 039723a 18,747 BA view · diff
git:20260805.0f0e26e2026-08-05 0f0e26e 18,132 BA view · diff
git:20260802.bfe550f2026-08-02 bfe550f 17,942 BA view · diff
git:20260801.5eed4e22026-08-01 5eed4e2 17,918 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 (18747 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

ericluo04/claude-academic-workflow · 13 stars · license NOASSERTION · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_kkyblczgsvdghsky
GET https://markdownregistry.com/api/v1/resolve?ref=ericluo04/claude-academic-workflow/field-experiment
GET https://markdownregistry.com/api/v1/blob/42a8a1a7da9f32e6297417a7a584da698fda1fa51d7108b4af8447328984e44c