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762b582704
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.
93 lines
1.5 KiB
Markdown
93 lines
1.5 KiB
Markdown
# Findings: {{PROJECT_NAME}}
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**Research Question:** {{RESEARCH_QUESTION}}
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**Last Updated:** {{LAST_UPDATED}}
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---
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## Current Understanding
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### What We Know So Far
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[Summarize the current state of knowledge. 2-4 paragraphs.]
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### Key Patterns and Insights
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| Pattern | Evidence | Confidence |
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|---------|----------|------------|
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| [Pattern 1] | [Which experiments support this] | High/Medium/Low |
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| [Pattern 2] | [Which experiments support this] | High/Medium/Low |
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### Mechanistic Understanding
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[If applicable: What mechanisms explain the results?]
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---
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## Lessons and Constraints
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### What Works
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- [Specific finding with context]
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- [Another finding]
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### What Doesn't Work
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- [Failed approach and why]
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- [Constraint discovered]
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### Critical Parameters
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| Parameter | Sweet Spot | Why |
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|-----------|------------|-----|
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| [Param 1] | [Value/range] | [Explanation] |
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---
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## Open Questions
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### High Priority
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1. [Question that would change the story if answered]
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2. [Another critical question]
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### Medium Priority
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1. [Nice to know but not blocking]
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### Answered
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1. ~~[Question]~~ → Answer: [Brief answer with evidence]
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---
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## Narrative Arc
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[For paper writing: What's the story? What would the abstract say?]
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### Contribution Sketch
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[1-2 sentences on what this research contributes]
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### Implications
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[Who cares? Why does this matter?]
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---
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## Next Steps
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### Immediate (Next 1-3 Experiments)
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- [ ] [Specific experiment]
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- [ ] [Another experiment]
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### Medium Term
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- [ ] [Broader direction]
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### If Current Direction Fails
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- [Pivot option 1]
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- [Pivot option 2]
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