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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.
70 lines
1.8 KiB
YAML
70 lines
1.8 KiB
YAML
# Research State
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# Central tracking file for autoresearch project
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# Updated automatically by the agent — do not edit manually
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project:
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name: "{{PROJECT_NAME}}"
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created_at: "{{CREATED_AT}}"
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research_question: "{{RESEARCH_QUESTION}}"
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status: "bootstrapping" # bootstrapping | active | paused | concluding | completed
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bootstrap:
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literature_searched: false
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initial_hypotheses_formed: false
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evaluation_metric_defined: false
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baseline_established: false
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loops:
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inner_loop_count: 0
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outer_loop_count: 0
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last_inner_loop_at: null
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last_outer_loop_at: null
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direction:
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current: "explore" # explore | deepen | broaden | pivot | conclude
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rationale: "Initial exploration phase"
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next_milestone: "Complete first 3 experiments"
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hypotheses:
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# Example structure — replace with actual hypotheses
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H001:
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description: "{{HYPOTHESIS_DESCRIPTION}}"
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status: "untested" # untested | running | completed | refuted | supported
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prediction: "{{PREDICTION}}"
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priority: 1
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created_at: "{{CREATED_AT}}"
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completed_at: null
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result_summary: null
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experiment_slug: null
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metrics:
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primary: "{{PRIMARY_METRIC}}" # e.g., "val_loss", "accuracy", "convergence_steps"
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baseline_value: null
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target_value: null
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current_best: null
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optimization_direction: "minimize" # minimize | maximize
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trajectory:
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# Auto-populated from experiments
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# - experiment_id: run_001
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# hypothesis: H001
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# metric_value: 0.847
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# baseline: 0.812
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# delta: "+0.035"
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# wall_time_min: 23
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# change_summary: "Added cosine annealing"
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resources:
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literature_papers: []
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related_work_notes: null
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code_references: []
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continuity:
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last_session_at: "{{CREATED_AT}}"
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next_scheduled_loop: null
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current_experiment: null
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pending_tasks: []
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notes: |
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# Agent notes — context for next session
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# What was I doing? What's next?
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