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Competing Events

Agent skill
1 skill

Use when the outcome can be precluded by another event — e.g. death before the outcome of interest, or any "competing event" / "truncation event" — and you must choose and justify a causal estimand before analysis. Also use when loss to follow-up is present and you need to frame it as a joint intervention on treatment and censoring. Forces an explicit estimand and flags the common controlled-direct-effect trap.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

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

Skill stats

Skills1CategoryGeneralStars0

About this skill

Use when the outcome can be precluded by another event — e.g. death before the outcome of interest, or any "competing event" / "truncation event" — and you must choose and justify a causal estimand before analysis. Also use when loss to follow-up is present and you need to frame it as a joint intervention on treatment and censoring. Forces an explicit estimand and flags the common controlled-direct-effect trap.

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: f7fb7f7d903cf4306e2c3200f90b33c3e1d7364a08a6243be71d68466e5ca0fc

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.
Competing Events | Agent Skills Atlas