Polish AI- or pipeline-generated technical, biomedical, bioinformatics, WGS/GWAS, omics, and academic Markdown reports into concise, human-readable senior-expert reports. Use when asked to improve report readability, remove AI-like wording, rewrite abstract/introduction/methods/results/discussion, integrate separated figures into relevant text, clarify study logic, methods, conclusions, limitations, references, or move execution logs into an appendix.
EnglishUse when Codex is working inside the Biobank Agent repository and needs to plan, run, or review population-biobank workflows, agent skills, report generation, guardrails, or tests.
English
AGENT SKILLS ATLASIncludes Academic Report Polisher and Biobank Agent Runtime.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Academic Report Polisher
Polish AI- or pipeline-generated technical, biomedical, bioinformatics, WGS/GWAS, omics, and academic Markdown reports into concise, human-readable senior-expert reports. Use when asked to improve report readability, remove AI-like wording, rewrite abstract/introduction/methods/results/discussion, integrate separated figures into relevant text, clarify study logic, methods, conclusions, limitations, references, or move execution logs into an appendix.
Biobank Agent Runtime
Use when Codex is working inside the Biobank Agent repository and needs to plan, run, or review population-biobank workflows, agent skills, report generation, guardrails, or tests.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Academic Report Polisher skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.