forge-signal-discovery
OfficialGuide data-first model discovery and validation.
Data & Analytics#validation#configuration#time-series#data-driven#feature-engineering#walk-forward#signal-discovery
Authorallora-network
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Guides builders through a rigorous, data-first ML development process to construct end-to-end signal-discovery pipelines for Allora.
Core Features & Use Cases
- Data inventory and exploration to inventory data sources, time resolution, and history
- Horizon-aware feature engineering and lookahead prevention to ensure production safety
- Three-stage validation with purged walk-forward CV and deployment gate
- Configuration-driven experiments and artifact generation for production deployment
- Evaluation metrics and model documentation for deployment readiness
Quick Start
Describe your available data sources, time resolution, and history to begin the guided workflow.
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: forge-signal-discovery Download link: https://github.com/allora-network/allora-forge-builder-kit/archive/main.zip#forge-signal-discovery 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 471,000+ vetted skills library on demand.