data-fidelity
CommunityKeep AI outputs accurate and verifiable.
Data & Analytics#verification#source-traceability#data-validation#anti-hallucination#data-fidelity#trustworthy-ai
AuthorJeffTermited
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill ensures that AI-generated information remains faithful to original data sources, preventing hallucinations and fabrications.
Core Features & Use Cases
- Anti-Hallucination: Absolutely prohibit inventing places, prices, dates, or unprovided details; default missing data to a placeholder or mark as "pending"; preserve source accuracy.
- Data Source Traceability: All outputs can be traced back to original sources for prices, dates, locations and itinerary details.
- Uncertainty Handling: When data is missing or uncertain, use null or empty strings and clearly indicate uncertain fields in outputs.
Quick Start
Ask the AI to produce a travel-plan snippet with explicit source citations and clearly marked missing values.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: data-fidelity Download link: https://github.com/JeffTermited/packgo-travel/archive/main.zip#data-fidelity Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 510,000+ vetted skills library on demand.