Fundamental Context

Gather fundamental context for: $ARGUMENTS

Overview

• Implementation status: code-backed
• Local entry script: <bundle-root>/fundamental-context/run.py
• Primary purpose: add best-effort growth, earnings, institution, capital-flow, and dragon-tiger context around one symbol without pretending complete coverage
• Research layer: fundamental data collection (Stage 2: Data Collection & Quality Assurance, Stage 3: Data Cleaning & Normalization, Stage 4: Feature Engineering - Fundamental subset)
• Workflow stages: stage 2 Data Collection & Quality Assurance and stage 3 Data Cleaning & Normalization for non-price data
• Local executor guarantee: query the current adapter set, surface status fields and source chains, and return partial blocks rather than crash on unsupported paths

Use When

• The user wants deeper non-price context after or alongside market analysis.
• The user wants capital-flow or dragon-tiger hints before forming a view.
• The user wants a compact fundamental block without the full narrative layer.