ericluo04/claude-academic-workflow · skills/causal-design/SKILL.md

causal-design skillA

causal-design is agent-read markdown (skill) from ericluo04/claude-academic-workflow: Triage a causal question to the identification strategy the data can support, then hand off to the owning method skill. Owns the selection-on-observables branch (overlap, doubly robust estimation, double ML, causal forests, policy learning, sensitivity analysis), plain panel fixed effects, and the inference rules shared across designs (clustering, multiplicity, interference routing). TRIGGER on "identification strategy", "which causal method", "research design", "endogeneity", "quasi-experiment".

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/causal-design@git:20260828.039723a
Exact content
mdr add ericluo04/claude-academic-workflow/causal-design@sha256:813e7250d67353bf

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

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Versions

versioncommittedcommitsizeaudit
git:20260828.039723a latest2026-08-28 039723a 17,433 BA view · diff
git:20260826.ef245902026-08-26 ef24590 25,044 BA view · diff
git:20260805.0f0e26e2026-08-05 0f0e26e 18,724 BA view · diff
git:20260804.fad61782026-08-04 fad6178 14,340 BA view · diff
git:20260801.5eed4e22026-08-01 5eed4e2 13,974 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 (17433 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_l4vq2fayt7sojre2
GET https://markdownregistry.com/api/v1/resolve?ref=ericluo04/claude-academic-workflow/causal-design
GET https://markdownregistry.com/api/v1/blob/813e7250d67353bf53330d5b1ef06200ebae56633ceeb3a1d30268693959509e