bayesian-reasoning-calibration
onfire7777/universal-ai-skills-libraryUse when making predictions or judgments under uncertainty and need to explicitly update beliefs with new evidence. Invoke when forecasting outcomes,…
Scores out of 100 · grade B+
2026-08-04Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score100/100
- no commits in the last 12 weeks
Adopted
20% of the score16/100
- 14 stars on the source repo.
Documented
15% of the score81/100
- 963 words with worked examples.
- Ships 4 bundled files.
Install
npx skills add onfire7777/universal-ai-skills-library/bayesian-reasoning-calibrationWhat it says it does
Use when making predictions or judgments under uncertainty and need to explicitly update beliefs with new evidence. Invoke when forecasting outcomes, evaluating probabilities, testing hypotheses, calibrating confidence, assessing risks with uncertain data, or avoiding overconfidence bias. Use when user mentions priors, likelihoods, Bayes theorem, probability updates, forecasting, calibration, or belief revision.
Also in onfire7777/universal-ai-skills-library
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| ai-vendor-privacy-dueonfire7777/universal-ai-skills-library | clean | Skill | 14 stars | today | |
| anonymization-alternativeonfire7777/universal-ai-skills-library | clean | Skill | 14 stars | today | |
| api-design-principlesonfire7777/universal-ai-skills-library | clean | Skill | 14 stars | today | |
| auto-deletion-workflowonfire7777/universal-ai-skills-library | clean | Skill | 14 stars | today | |
| continuous-complianceonfire7777/universal-ai-skills-library | clean | Skill | 14 stars | today | |
| accessibility-complianceonfire7777/universal-ai-skills-library | clean | Skill | 14 stars | today |
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