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hint-mode

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Infer parameter spaces from task descriptions.

Design & Creative#optimization#task-description#hyperparameter#hint#parameter-space#space_config
Authorxchang1121
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Hint mode automatically derives parameter range constraints from natural task descriptions and converts them into a reusable parameter space configuration (SPACE_CONFIG) for automated tuning.

Core Features & Use Cases

  • Extracts hints from standard and legacy formats to build SPACE_CONFIG entries.
  • Generates META_INFO and input constructors to integrate with optimization loops.
  • Suitable for hyperparameter tuning, model selection, and adaptive experimentation.

Quick Start

Provide a task description and let the Hint mode infer a parameter space configuration for optimization.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: hint-mode
Download link: https://github.com/xchang1121/AutoResearch-CC-hook/archive/main.zip#hint-mode

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