Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Pressure-test a value hypothesis (the what / who / how / why-now) before resources are committed, design the smallest experiment that would falsify it, and pre-commit kill criteria. Use when the user is about to launch, fundraise, or scale a product and wants the bet stress-tested — or when they're stuck on a fuzzy "we'll figure it out" hypothesis. Catches insight-free products, segments that are needy but not desperate, hedged "who" decisions, and skipped early-adopter beachheads. Returns a sharpened hypothesis, the falsifying experiment, and the kill threshold.
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: e93d6e1b8bb831b45a728488e398d61bb725ea1626dee32af95d7534ae643a2a
About this listing
- Category
- Science & research
- Reported license
- Not specified
- 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.