data/demo-config.yaml

scoring:
  model: claude-haiku-4-5-20251001
  rescore_model: claude-sonnet-4-5-20250929
  rescore_top_n: 15
  batch_size: 20
domains:
  aiml:
    enabled: true
    label: AI / ML
    sources:
    - huggingface
    - arxiv
    arxiv_categories:
    - cs.CV
    - cs.CL
    - cs.LG
    scoring_axes:
    - name: Code & Weights
      weight: 0.3
      description: Open weights on HF, code on GitHub
    - name: Novelty
      weight: 0.35
      description: Paradigm shifts over incremental
    - name: Practical Applicability
      weight: 0.35
      description: Usable by practitioners soon
    include_patterns: []
    exclude_patterns: []
    preferences:
      boost_topics: []
      penalize_topics: []
  security:
    enabled: true
    label: Security
    sources:
    - arxiv
    arxiv_categories:
    - cs.CR
    scoring_axes:
    - name: Has Code/PoC
      weight: 0.25
      description: Working tools, repos, artifacts
    - name: Novel Attack Surface
      weight: 0.4
      description: First-of-kind research
    - name: Real-World Impact
      weight: 0.35
      description: Affects production systems
    include_patterns: []
    exclude_patterns: []
    preferences:
      boost_topics: []
      penalize_topics: []
github:
  enabled: true
events:
  enabled: true
schedule:
  cron: 0 22 * * 0
database:
  path: data/researcher.db
web:
  host: 0.0.0.0
  port: 8888