confidence-research
Installation
SKILL.md
Confidence-Weighted Research
Research outputs with explicit confidence levels and source hierarchy. Halts hallucination propagation by tagging unverified claims.
Core principle: Every claim tagged with confidence level and source. Investigation, not confirmation.
Source Hierarchy
| Priority | Source | Confidence | Examples |
|---|---|---|---|
| 1 | Context7 | HIGH | Official library docs, version-specific |
| 2 | Official Docs | HIGH | Documentation, API references |
| 3 | WebSearch (verified) | MEDIUM | Community patterns, verified claims |
| 4 | WebSearch (unverified) | LOW | Single sources, training data only |
| 5 | Inference | LOW | LLM-generated without sources |