gaia-ground-truth-management
OfficialGround-truth lifecycle for validators.
Data & Analytics#archival#data-integrity#brownfield#validator#token-budget#ground-truth#dual-refresh
Authorgaiastudio-ai
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Ground-truth management is essential for validator workflows to maintain an authoritative record of verified facts and ensure updates are reconciled with filesystem state. This skill provides a deterministic lifecycle for per-agent ground-truth data, supporting entry structuring, incremental and full refresh strategies, conflict resolution, archival, token-budget governance, and brownfield seeding.
Core Features & Use Cases
- Ground-truth rewrite path with deterministic operations over the per-agent ground-truth.md sidecar file.
- Dual-refresh lifecycle ensuring both runtime sidecar and committed seed stay in sync.
- Conflict resolution rules for factual conflicts, missing sources, and new facts; includes changelog notes.
- Token-budget monitoring and archival guidance to keep within limits.
- Brownfield extraction seeds initial ground truth from existing artifacts.
Quick Start
Seed and initialize the ground-truth management workflow for the project using default settings.
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: gaia-ground-truth-management Download link: https://github.com/gaiastudio-ai/gaia-public/archive/main.zip#gaia-ground-truth-management Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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