Taiwan Equity Research Coverage
Maintain and query a cross-linked Taiwan equity research corpus for thematic screens, supply-chain mapping, and financial refreshes on TWSE/OTC names.
Overview
Taiwan Equity Research Coverage is an agent skill most often used in Idea (also Validate, Grow) that structures Taiwan equity research across 1,735 listed companies with wikilinks, supply chains, and financial refresh wo
Install
npx skills add https://github.com/aradotso/trending-skills --skill taiwan-equity-research-coverageWhat is this skill?
- 1,735 Taiwan-listed company reports across 99 industry sectors (TWSE + OTC)
- 4,900+ wikilinks forming a searchable supply-chain and ecosystem knowledge graph
- Pilot_Reports tree by sector (e.g. Semiconductors 155, Electronic Components 267 tickers)
- Triggers for thematic screens, ticker onboarding, financial data updates, and report-quality audits
- Python tooling with yfinance, pandas, and tabulate after git clone of My-TW-Coverage
- 1,735 Taiwan-listed companies
Adoption & trust: 702 installs on skills.sh; 31 GitHub stars; 1/3 security scanners passed (skills.sh audits).
What problem does it solve?
You need Taiwan market context—themes, supply chains, and fundamentals—for hundreds of tickers but lack a linked, queryable research base your agent can extend.
Who is it for?
Indie researchers, micro-funds, or builders validating hardware/semiconductor Taiwan exposure who want agent-assisted coverage maintenance.
Skip if: Builders who only need US equities, live order execution, or a lightweight one-off stock lookup without maintaining a 1,700+ name corpus.
When should I use this skill?
search Taiwan stocks for a buzzword or theme; add a new Taiwan ticker; update financial data; find supply chain ecosystems; thematic screens; wikilink graphs; audit report quality; refresh valuation multiples
What do I get? / Deliverables
You get a maintained wikilink graph and sector reports you can search, screen, and update—then narrow ideas into scoped bets or monitoring lists.
- Updated ticker report in Pilot_Reports
- Thematic screen or supply-chain map
- Audited/refreshed financial sections
Recommended Skills
Journey fit
Spans multiple journey phases - primary shelf plus alternate fits below.
Canonical shelf is Idea because the skill’s core value is discovery, sector mapping, and thematic research before capital allocation or product bets tied to Taiwan-listed names. Research subphase fits structured company reports, buzzword/theme search, and knowledge-graph navigation across 1,735 tickers.
Where it fits
Run a buzzword theme search across Pilot_Reports before committing to a Taiwan semiconductor adjacency product.
Trace customer and supplier wikilinks to map who competes in the same ecosystem as a target ticker.
Narrow a thematic screen to a short list with refreshed valuation multiples and report-quality checks.
Batch-update financial fields and audit stale sections before publishing an internal sector memo.
How it compares
Use instead of generic web search for Taiwan tickers when you need persistent wikilink graphs and sector-folder discipline—not a live trading or portfolio MCP.
Common Questions / FAQ
Who is taiwan-equity-research-coverage for?
Solo builders and small teams doing Taiwan-listed equity research, thematic screens, or supply-chain mapping who want an agent-guided workflow over a structured markdown and Python data repo.
When should I use taiwan-equity-research-coverage?
During Idea research to map sectors and ecosystems; in Validate when scoping a thesis against listed suppliers; and in Grow when refreshing multiples or auditing report quality before sharing updates.
Is taiwan-equity-research-coverage safe to install?
It clones an open GitHub corpus and uses standard Python data libraries; review the Security Audits panel on this page before running refresh scripts that hit external market data APIs.
SKILL.md
READMESKILL.md - Taiwan Equity Research Coverage
# Taiwan Equity Research Coverage (My-TW-Coverage) > Skill by [ara.so](https://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 ```bash git clone https://github.com/Timeverse/My-TW-Coverage cd My-TW-Coverage pip install yfinance pandas tabulate ``` ## Project Structure ``` My-TW-Coverage/ ├── Pilot_Reports/ # 1,735 ticker reports across 99 sectors │ ├── Semiconductors/ # 155 tickers │ ├── Electronic Components/ # 267 tickers │ ├── Computer Hardware/ # 114 tickers │ └── ... (99 sector folders) ├── scripts/ │ ├── utils.py # Shared utilities │ ├── add_ticker.py # Generate new ticker reports │ ├── update_financials.py # Refresh financial tables + valuation │ ├── update_valuation.py # Refresh valuation multiples only (fast) │ ├── update_enrichment.py # Update business descriptions from JSON │ ├── audit_batch.py # Quality auditing │ ├── discover.py # Buzzword → related companies search │ ├── build_wikilink_index.py# Rebuild WIKILINKS.md index │ ├── build_themes.py # Generate thematic investment screens │ └── build_network.py # Generate D3.js network graph ├── WIKILINKS.md # Auto-generated browsable wikilink index ├── network/index.html # Interactive D3.js wikilink network ├── themes/ # Thematic investment screens (auto-generated) └── task.md # Batch definitions and progress tracking ``` ## Report Format Each ticker report is a markdown file at `Pilot_Reports/<Sector>/<TICKER>_<Name>.md`: ```markdown # 2330 - [[台積電]] ## 業務簡介 **板塊:** Technology **產業:** Semiconductors **市值:** 47,326,857 百萬台幣 **企業價值:** 44,978,990 百萬台幣 台積電為全球最大晶圓代工廠，專注於 [[CoWoS]]、[[3奈米]] 先進製程... ## 供應鏈位置 **上游:** [[ASML]], [[Applied Materials]], [[SUMCO]] **中游:** **台積電** (晶圓代工) **下游:** [[Apple]], [[NVIDIA]], [[AMD]], [[Broadcom]] ## 主要客戶及供應商 ### 主要客戶 - [[Apple]], [[NVIDIA]], [[AMD]], [[Qualcomm]] ### 主要供應商 - [[ASML]], [[Tokyo Electron]], [[Shin-Etsu]] ## 財務概況 ### 估值指標 | P/E (TTM) | Forward P/E | P/S (TTM) | P/B | EV/EBITDA | |-----------|-------------|-----------|-----|-----------| | 28.5 | 22.1 | 9.3 | 7.2 | 16.4 | ### 年度財務數據 [Annual 3-year financial table with 14 metrics] ### 季度財務數據 [Quarterly 4-quarter financial table] ``` ## Key Commands ### Add a New Ticker ```bash # Basic (auto-detect sector) python scripts/add_ticker.py 2330 台積電 # With explicit sector python scripts/add_ticker.py 2330 台積電 --sector Semiconductors ``` ### Update Financial Data ```bash # Single ticker python scripts/update_financials.py 2330 # Multiple tickers python scripts/update_financials.py 2330 2454 3034 # By batch number (see task.md for batch definitions) python scripts/update_financials.py --batch 101 # By sector python scripts/update_financials.py --sector Semiconductors # All 1,735 tickers (slow) python scripts/update_financials.py ``` ### Update Valuation Only (~3x Faster) Refreshes only P/E, Forward P