Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Apply the principle of avoiding the Scaling Fallacy — the assumption that a system that works at one scale will work at a different (smaller or larger) scale. Use when scaling a feature from prototype to production, designing for an unfamiliar user volume, evaluating whether a process that works for 10 users will work for 10,000, or planning a launch in a much larger market. Two distinct kinds: load assumptions (will it handle the volume?) and interaction assumptions (will users behave the same way?). Both need testing at the actual scale.
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: c403ffa18aedb4452fac5a1aa934881077c135308c689dd0ca18d68c227f853f
About this listing
- Category
- Product & design
- Reported license
- Apache-2.0
- 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.