Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Use when WRITING or EDITING analysis code, notebooks, or data pipelines in R, Julia, or Python — to keep the code minimal, surgical, and legible rather than over-engineered. Enforces the simplest analysis that answers the question (no speculative pipeline, no premature abstraction, no unrequested config), and surgical edits to existing notebooks/scripts (touch only what the task needs, don't refactor a colleague's working analysis, keep diffs traceable). Use whenever you're about to add a class/framework to a one-off script, refactor a working pipeline you were only asked to tweak, build configurability nobody requested, or rewrite someone's analysis while making an unrelated change — even if the user just says "add a column", "tweak this notebook", or "clean up this script".
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
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: 91ed37fdd3046954508795c8761fc9702a2b5a5d5218690cf70881b53658c447
About this listing
- Category
- Engineering
- 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.