sec-filing-agent
Finance-grade tool-calling agent over SEC filings for any US public company: exact XBRL numbers (never LLM arithmetic), every claim cited, abstains instead of fabricating. Validated on FinanceBench (44%→87% coverage, near-zero hallucination) with a 3-layer eval and a domain judge calibrated to human labels (κ=0.76). LangGraph + pgvector.
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Per-day rates divide a measured star count by the days it covers: the interval between two snapshots for Rising fastest, the age of the repository for New and fast. They are not fixed 24-hour changes, and stars show interest, not quality.