what-if-oracle
Run structured What-If scenario analysis with 4–6 branch possibility exploration (best, likely, worst, wild card, contrarian, second-order)
Install / Use
npx skills add K-Dense-AI/scientific-agent-skills --skill what-if-oracleInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Education & ResearchSupported Platforms
Our assessment of what-if-oracle
what-if-oracle scores 89/100 on our quality scale, 16th of 79 Education & Research skills we index (top 21%).
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 46,441 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 3 days ago, so what-if-oracle is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
what-if-oracle compared with similar skills
All 4 of these similar skills score higher than what-if-oracle; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| what-if-oracle (this skill)by K-Dense-AI | 89 | 46.4k | 3d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.3k | 9d ago | CLAUDE.md |
| last30days-skillby mvanhorn | 100 | 62.8k | 1d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 2d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 2d ago | SKILL.md |
Frequently asked questions
- How do I install what-if-oracle?
- Run
npx skills add K-Dense-AI/scientific-agent-skills --skill what-if-oracle. The install tabs above show the steps for each supported agent. - Which AI agents does what-if-oracle work with?
- It is written for Claude Code, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is what-if-oracle safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is what-if-oracle still maintained?
- The repository was last updated 3 days ago, so what-if-oracle is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.