taiwan-stock-snapshot

You can aggregate Taiwan stock price, institutional flows, and margin data into a single snapshot using this Skill to fetch multiple FinMind datasets, apply dataset-specific postprocessing, and return a consolidated JSON fixture.

The best way to collect monthly revenue and insider holdings for TWSE and OTC tickers is using this Skill's FinMind multi-dataset aggregation, which structures the data with caching, retry/backoff, and graceful degradation on partial failures.

Institutional flow postprocessing handles foreign investors, investment trusts, and dealers separately by applying explicit attribution rules during dataset-specific postprocessing to ensure attribution-corrected market signals.

You optionally need a FINMIND_API_TOKEN to fetch Taiwan equity snapshots, as the Skill requires finmind_client.py and uses the token for authentication while supporting requests via the requests dependency.

When a partial failure occurs while fetching FinMind datasets, the Skill implements graceful degradation to ensure you still receive available market and fundamental signals without losing the entire equity snapshot.

Yes, you can use the Taiwan equity snapshot output for automated trading workflow analysis because the Skill produces a human-readable card and a full processed fixture ready for handoff to investing-team diagnosis workflows.