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Check Emulation

Agent skill
1 skill

Use after estimating an observational target trial emulation to stress-test whether randomization was plausibly emulated — negative control outcomes/treatments/populations, covariate balance, positivity / weight diagnostics, and benchmarking against a randomized trial. Falsification, not verification.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Use after estimating an observational target trial emulation to stress-test whether randomization was plausibly emulated — negative control outcomes/treatments/populations, covariate balance, positivity / weight diagnostics, and benchmarking against a randomized trial. Falsification, not verification.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: aed3a6ae99bf511d63b74c896fa9fc8dc94f36e22063c35d480d0f73e87a261d

About scan coverage and limitations

About this listing

Category
General
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Check Emulation | Agent Skills Atlas