paper-actual-content-completion
CommunityFidelity-first paper reproduction for real methods.
Education & Research#scaffolding#reproducibility#paper-reproduction#medical-informatics#artifact-truth#evidence-normalization#native-vs-candidate
AuthorBKZhao
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Reproducing medical informatics papers is hampered when methods, figures, and tables do not faithfully reflect the paper content; this skill ensures alignment of real content with artifacts and reports to enable trustworthy reproduction.
Core Features & Use Cases
- Paper evidence normalization: align reported results with actual data and artifacts.
- Fixed-skeleton plus dynamic-slot reporting: maintain a stable report structure while inserting real results.
- Native versus candidate execution decisions: choose authentic local execution paths based on data prerequisites and safety.
- Artifact delivery truth: produce verifiable artifacts and delivery manifests for audits.
- Promotion-ready scaffolds: convert first successful results into reusable components for future papers and workflows.
Quick Start
Load the paper’s real artifacts and start the end-to-end reproduction pipeline to collect evidence, run analyses, and generate a user-ready report.
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: paper-actual-content-completion Download link: https://github.com/BKZhao/-mimic-repo-agent/archive/main.zip#paper-actual-content-completion Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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