autoresearch-loop
CommunityAutomate autoresearch loops to optimize targets.
AuthorASRagab
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Automate autoresearch-style optimization on a target identified by M3. It generates improvements via an LLM, evaluates them against the target's eval questions, and keeps improvements that beat the best score, while tracking all experiments in a JSONL state file.
Core Features & Use Cases
- Automated hypothesis generation and concrete patches via LLM
- Evaluation against predefined eval questions with retention of top-performing improvements
- JSONL-based experiment state tracking with support for history, dry-run, and summaries
Quick Start
Run the autoresearch loop on the top target using bun scripts/autoresearch-loop.ts -t targets.jsonl --max-rounds 20
Dependency Matrix
Required Modules
@anthropic-ai/sdk
Components
scripts
💻 Claude Code Installation
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Please help me install this Skill: Name: autoresearch-loop Download link: https://github.com/ASRagab/asragab-claude-marketplace/archive/main.zip#autoresearch-loop Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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