autoresearch-hypothesizer
OfficialProposes and prioritizes autoresearch paths.
Education & Research#orchestrator#findings#research-automation#path-planning#autoresearch#hypothesizer#scratch-dir
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 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: 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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