Back to directory

Scaling Interaction Assumptions

Agent skill
1 skill

Verify and design for user-base scaling — broader audiences, more diverse use cases, more edge cases, behaviors that weren''t anticipated. Use when launching to a new market, scaling from beta to GA, expanding from one team to a company, or any context where the user population is growing or changing. Interaction scaling is often harder than load scaling because it surfaces design assumptions that worked for the original audience but fail for a broader one.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Verify and design for user-base scaling — broader audiences, more diverse use cases, more edge cases, behaviors that weren''t anticipated. Use when launching to a new market, scaling from beta to GA, expanding from one team to a company, or any context where the user population is growing or changing. Interaction scaling is often harder than load scaling because it surfaces design assumptions that worked for the original audience but fail for a broader one.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

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: 7d11480694df72100842a8118a6fe01143cc1a10f2e5d87a403df20eac52672f

About scan coverage and limitations

About this listing

Category
General
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.
Scaling Interaction Assumptions | Agent Skills Atlas