what-if-oracle
LeonChaoX/qinyan-academic-skillsRun structured What-If scenario analysis with multi-branch possibility exploration. Use this skill when the user asks speculative questions like "what if...",…
Scores out of 100 · grade B+
2026-08-13Works
40% of the score92/100
- Names 1 tool Claude Code does not ship: Read Write.
Maintained
25% of the score92/100
- no commits in the last 12 weeks
Adopted
20% of the score40/100
- 796 stars on the source repo.
Documented
15% of the score82/100
- 1,053 words with worked examples.
- Ships 1 bundled file.
Install
npx skills add LeonChaoX/qinyan-academic-skills/what-if-oracleWhat the check found
| Finding | What it means |
|---|---|
| Unknown tools | It allow-lists tool names Claude Code does not ship, which usually means a typo. |
What it says it does
Run structured What-If scenario analysis with multi-branch possibility exploration. Use this skill when the user asks speculative questions like "what if...", "what would happen if...", "what are the possibilities", "explore scenarios", "scenario analysis", "possibility space", "what could go wrong", "best case / worst case", "risk analysis", "contingency planning", "strategic options", or any question about uncertain futures. Also trigger when the user faces a fork-in-the-road decision, wants to stress-test an idea, or needs to think through consequences before committing.
Also in LeonChaoX/qinyan-academic-skills
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| pymcLeonChaoX/qinyan-academic-skills | clean | Skill | 750 stars | 13 days ago | |
| pytdcLeonChaoX/qinyan-academic-skills | clean | Skill | 796 stars | 24 days ago | |
| rdkitLeonChaoX/qinyan-academic-skills | clean | Skill | 796 stars | 24 days ago | |
| fda-databaseLeonChaoX/qinyan-academic-skills | clean | Skill | 796 stars | 24 days ago | |
| scikit-learnLeonChaoX/qinyan-academic-skills | clean | Skill | 796 stars | 24 days ago | |
| stable-baselines3LeonChaoX/qinyan-academic-skills | clean | Skill | 796 stars | 24 days ago |
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| playwright-component-testingmicrosoft/playwright | clean | Testing & QA | 95k stars | today |
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