survival_stats_execution
CommunityPlan and execute survival statistics workflows.
System Documentation
What problem does it solve?
Run or plan the main clinical statistics workflow for survival analyses, including baseline summaries, Kaplan-Meier estimates, Cox regression, restricted cubic splines, subgroup analyses, ROC, and the table-level outputs needed before figure rendering. For trajectory papers, this skill works after the repeated-measurement panel has already been converted into trajectory labels. For method families that are recognized but not yet natively wired, this skill should emit a local execution scaffold request rather than inventing results. When paper_actual_content_completion is active, this skill keeps valid paper-requested analyses moving toward real artifacts instead of stopping at threshold-only warnings or preset misses.
Core Features & Use Cases
- Deterministic planning and execution of survival-analysis pipelines including KM, Cox, RCS, and ROC outputs
- Support for trajectory-label based workflows with scaffold requests for unimplemented methods
- Guardrails to ensure outputs align with requested analyses and progress toward real artifacts when possible
Quick Start
Run the survival statistics workflow on the current study data.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: survival_stats_execution Download link: https://github.com/BKZhao/-mimic-repo-agent/archive/main.zip#survival-stats-execution Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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