Agent skill · research science · aradotso
taiwan-equity-research-coverage
Structured equity research database for 1,735 Taiwan-listed companies with wikilink knowledge graph, supply chain mapping, and financial data tools.
Why this skill is useful
Includes multiple executable scripts for managing and updating a comprehensive equity research database specific to Taiwan-listed companies.
What it needs
Requires git, pandas, pip, tabulate, yfinance installed locally. About 9k tokens when loaded. Last updated 2026-07-09. 70 stars on the source repository.
What this skill does
Taiwan Equity Research Coverage (My-TW-Coverage) Skill by ara.so — Daily 2026 Skills collection. A structured equity research database covering 1,735 Taiwan-listed companies (TWSE + OTC) across 99 industry sectors. Each report contains a business overview, supply chain mapping, customer/supplier relationships, and financial data — all cross-referenced through 4,900+ wikilinks forming a searchable knowledge graph. Installation Project Structure Report Format Each ticker report is a markdown file at PilotReports/<Sector>/<TICKER><Name>.md: Key Commands Add a New Ticker Update Financial Data Update Valuation Only (~3x Faster) Refreshes only P/E, Forward P/E, P/S, P/B, EV/EBITDA, and stock price — skips full financial statement re-fetch. Discover Companies by Buzzword Find every Taiwan-listed company related to a theme or technology: Common buzzword examples: "CoWoS" — TSMC advanced packaging supply chain "HBM" — High Bandwidth Memory ecosystem "電動車" — EV component suppliers "AI 伺服器" — AI server supply chain (148 companies) "光阻液" — Photoresist suppliers and consumers "碳化矽" — Silicon carbide (SiC) companies Update Enrichment Content (Bulk AI Research) Prepare a JSON file, then apply to specific tickers, batches, or sectors: Enrichment JSON format: Audit Report Quality Audit checks: Minimum 8 wikilinks per report No generic terms in brackets (e.g. [[公司]], [[產品]]) No placeholder text remaining No English text in Chinese-language sections Metadata completeness (板塊, 產業, 市值, 企業價值) Section depth (業務簡介, 供應鏈位置, 主要客戶及供應商, 財務概況 all present) Rebuild Wikilink Index Regenerates WIKILINKS.md — a browsable index of all 4,900+ wikilinks categorized as Technologies, Materials, Applications, and Companies. Run after any enrichment update. Generate Thematic Investment Screens Output in themes/ — each page shows companies grouped by upstream/midstream/downstream role. Generate Interactive Network Graph Opens network/index.html in browser — D3.js force-directed graph. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aradotso/taiwan-equity-research-coverage