dehallucination
OfficialDetect and correct hallucinations with confidence.
Authoraxiomantic
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Dehallucination provides a structured verification framework to identify, assess, and correct false or unfounded claims within the Forge pipeline, ensuring outputs are grounded in evidence and sources.
Core Features & Use Cases
- Factual verification: assigns explicit confidence levels to claims and requires citations or supporting context.
- Hallucination detection: identifies fabricated references, invented capabilities, and false constraints.
- Recovery & governance: prescribes explicit corrections, propagates lessons, and safeguards the Forge workflow.
Quick Start
Run the dehallucination workflow on a sample artifact to verify claims and generate a corrected version.
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: dehallucination Download link: https://github.com/axiomantic/spellbook/archive/main.zip#dehallucination Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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