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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.
31 lines
1.1 KiB
Markdown
31 lines
1.1 KiB
Markdown
---
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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.
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---
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## Skill Overview
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| Skill | Purpose | Best For |
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|-------|---------|----------|
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| `autoresearch` | Autonomous research orchestration | Continuous experimentation, hypothesis testing, benchmark optimization |
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| `arxiv` | Search academic papers | Literature surveys, paper discovery |
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| `research-paper-writing` | Write publication-ready papers | Final paper generation |
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| `blogwatcher` | Monitor research blogs | Staying current with new developments |
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| `llm-wiki` | LLM knowledge base | Quick reference on models and techniques |
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| `polymarket` | Prediction market data | Research on market trends and predictions |
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## Getting Started with Research
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**Quick literature search:**
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```
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/arxiv "transformer attention mechanisms"
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```
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**Start autonomous research:**
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```
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/autoresearch "Does LoRA rank affect convergence speed?"
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```
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**Write a paper:**
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```
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/research-paper-writing
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```
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