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harness-core

Official

Reusable harness utilities for reproducible skills

Software Engineering#validation#sdk#checkpointing#drift-detection#reproducibility#audit-logging#harness
AuthorCUHK-AIM-Group
Version1.0.0
Installs0

System Documentation

What problem does it solve?

harness-core provides a reusable foundation for verifiable, checkpointed, auditable skill execution across NeuroClaw skills.

Core Features & Use Cases

  • HarnessController for task orchestration and phase tracking
  • VerificationRunner for pluggable checks
  • CheckpointManager for saving/loading state with integrity
  • DriftDetector for monitoring distribution shifts
  • AuditLogger for privacy-preserving logging
  • DependencyManifest for reproducible environments
  • Typical usage includes building harness-enabled skills with consistent provenance.

Quick Start

Instantiate HarnessController and wrap your skill logic to enable automatic checkpointing, environment capture, and audit logging.

Dependency Matrix

Required Modules

None required

Components

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: harness-core
Download link: https://github.com/CUHK-AIM-Group/NeuroClaw/archive/main.zip#harness-core

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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