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Add a new research skill that enables continuous, self-directed research with a two-loop architecture: - Inner loop: Rapid experiment iteration with measurable outcomes - Outer loop: Periodic synthesis, pattern discovery, and direction setting Features: - Research workspace templates (state, findings, log) - Example project (LoRA rank study) - Configuration options for loop intervals and auto-commit - Integration with existing research skills (arxiv, paper-writing) Updated research/DESCRIPTION.md to include autoresearch in the skill overview.
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| description |
|---|
| Skills for academic research, paper discovery, literature review, domain reconnaissance, market data, content monitoring, and scientific knowledge retrieval. Includes autoresearch for autonomous, continuous research with iterative experimentation. |
Skill Overview
| Skill | Purpose | Best For |
|---|---|---|
autoresearch |
Autonomous research orchestration | Continuous experimentation, hypothesis testing, benchmark optimization |
arxiv |
Search academic papers | Literature surveys, paper discovery |
research-paper-writing |
Write publication-ready papers | Final paper generation |
blogwatcher |
Monitor research blogs | Staying current with new developments |
llm-wiki |
LLM knowledge base | Quick reference on models and techniques |
polymarket |
Prediction market data | Research on market trends and predictions |
Getting Started with Research
Quick literature search:
/arxiv "transformer attention mechanisms"
Start autonomous research:
/autoresearch "Does LoRA rank affect convergence speed?"
Write a paper:
/research-paper-writing