autoresearch-hypothesizer

Official

Proposes and prioritizes autoresearch paths.

Authorfuzzy-dynamics
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Proposes and prioritizes autoresearch paths for an autonomous research loop, guiding experimentation without performing executions or accessing external data.

Core Features & Use Cases

  • Initial draft: reads current session context and drafts 3–5 ranked research paths under the run's metric and budget.
  • Replan: when a worker hits plateau, regression, or escalation, generates adjacent variants or divergent pivots to resume progress.
  • Prioritize: ranks paths by expected information value under a GPU budget, enabling efficient resource use.
  • Output handling: writes its results to a scratch directory and notifies the orchestrator with a pointer; keeps canonical outputs untouched.

Quick Start

Run the autoresearch hypothesizer on the current session to generate the initial 3–5 ranked research paths.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: autoresearch-hypothesizer
Download link: https://github.com/fuzzy-dynamics/strings/archive/main.zip#autoresearch-hypothesizer

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