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https://github.com/NousResearch/hermes-agent.git
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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.
90 lines
2.1 KiB
Markdown
90 lines
2.1 KiB
Markdown
# Research Log: {{PROJECT_NAME}}
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**Research Question:** {{RESEARCH_QUESTION}}
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---
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## Bootstrap Phase
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### {{DATE}} — Project Initialization
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- **Action:** Created workspace, initialized state files
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- **Research Question:** {{RESEARCH_QUESTION}}
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- **Initial Thoughts:** [What makes this interesting?]
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### {{DATE}} — Literature Search
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- **Sources:** arxiv, semantic scholar, web search
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- **Key Papers:**
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- [Paper 1] — [Key finding relevant to question]
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- [Paper 2] — [Key finding]
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- **Gap Identified:** [What's missing in existing work?]
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### {{DATE}} — Hypothesis Formation
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- **H001:** [Description] → Prediction: [Specific prediction]
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- **H002:** [Description] → Prediction: [Specific prediction]
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- **H003:** [Description] → Prediction: [Specific prediction]
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---
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## Inner Loop Log
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### {{DATE}} — Experiment H001
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- **Hypothesis:** H001
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- **Protocol:** [What was changed, what was predicted]
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- **Git Commit:** `research(protocol): H001 — [description]`
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- **Status:** [Running/Completed/Failed]
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- **Results:**
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- Metric: [Value]
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- Baseline: [Value]
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- Delta: [+/-X]
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- **Interpretation:** [What this means]
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- **Next Action:** [Continue/Adjust/Pivot]
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### {{DATE}} — Experiment H002
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[Same format...]
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---
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## Outer Loop Log
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### {{DATE}} — Reflection #1 (After {{N}} experiments)
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- **Experiments Reviewed:** H001-H00N
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- **Patterns Observed:**
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- [Pattern 1]
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- [Pattern 2]
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- **Updated Understanding:** [New insights]
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- **Direction Decision:** [DEEPEN/BROADEN/PIVOT/CONCLUDE]
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- **Rationale:** [Why this direction?]
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- **New Hypotheses:**
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- H00N+1: [Description]
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- H00N+2: [Description]
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---
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## Direction Changes
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### {{DATE}} — PIVOT: [New Direction]
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- **From:** [Old direction/assumption]
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- **To:** [New direction]
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- **Trigger:** [What result/surprise caused this?]
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- **New Research Question:** [If changed]
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---
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## Conclusion
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### {{DATE}} — Research Concluded
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- **Final Status:** [Completed/Partial/Abandoned]
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- **Key Findings:**
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1. [Finding 1]
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2. [Finding 2]
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- **Contribution:** [What this adds to the field]
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- **Limitations:** [What we didn't test/couldn't conclude]
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- **Future Work:** [What someone should do next]
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