Analyze financial text sentiment
alphaear-sentimentskillsetup L2★274
ninehills/skills ↗What it does
Analyze financial text sentiment and score
Best for
Scoring sentiment on bulk financial news when local FinBERT speed outweighs LLM latency.
Inputs
- · text (financial article or news)
Outputs
- · JSON: {score: float, label: str, reason: str}
Requires
- · FinBERT (torch + transformers)
- · SQLite3 (database)
Preconditions
FinBERT model downloaded; DatabaseManager initialized
Failure modes
- · FinBERT model load timeout; missing database connection; invalid text format
Trust signals
- · FinBERT model from transformers library (established)
- · SQLite3 integration tested
- · Score range [-1.0, 1.0] with labeled categories