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tw-manufacturing

tw-manufacturing

github.com/asgard-ai-platformOther24341 installsUpdated 21w ago
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About tw-manufacturing

A research skill for analyzing Taiwan's manufacturing sectors in their global supply-chain context. Its framework covers value-chain position, customers, geopolitical risks, talent, and ESG transition.

Key features

  1. 01Map Taiwan's manufacturing sectors
  2. 02Assess global industry position
  3. 03Distinguish OEM, ODM, and OBM
  4. 04Evaluate supply-chain and geopolitical risks
  5. 05Consider talent and ESG transition

Use cases

  1. 01Study Taiwan's semiconductor supply chain
  2. 02Compare companies' value-chain positions
  3. 03Assess cross-strait risks to supply chains
  4. 04Examine manufacturing talent and decarbonization

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/asgard-ai-platform/skills --skill tw-manufacturing

After installing, type/tw-manufacturingin Claude Code to confirm it loaded.

Bundled filesexamples/sample_scenario.mdreferences/semiconductor-chain.md

Details

From the project README

Taiwan Manufacturing Industry

Framework

IRON LAW: Taiwan Manufacturing = Global Supply Chain Chokepoint

Taiwan's manufacturing is NOT just domestic industry — it's a critical
node in global supply chains. TSMC alone produces ~90% of the world's
most advanced chips. Analyzing Taiwan manufacturing without the global
supply chain context misses the point entirely.
Taiwan Manufacturing Structure
SectorGlobal PositionKey CompaniesRevenue Scale
Semiconductor#1 foundry (TSMC), #1 packaging (ASE)TSMC, UMC, ASE, MediaTek~NT$4T+
Electronics/ICT#1 laptop/server ODMFoxconn, Quanta, Pegatron, Wistron~NT$10T+
Flat panel display#2 (after China)AUO, Innolux~NT$500B
MachineryMajor machine tool exporterHiwin, Tongtai, Fair Friend~NT$1T
PetrochemicalTop 10 globallyFormosa Plastics Group, CPC~NT$2T
Bicycle#1 premium bicycle makerGiant, Merida~NT$100B
TextileLeading functional fabricFar Eastern, Eclat~NT$300B
Key Characteristics
  • OEM/ODM model: Taiwan excels at manufacturing for global brands, not building its own consumer brands (exceptions: ASUS, HTC, Giant)
  • SME-dominated: 98% of Taiwan companies are SMEs (<200 employees). The manufacturing base is a network of specialized SMEs, not a few megacorps
  • Cluster geography: Hsinchu (semiconductor), Taichung (machinery/bikes), Tainan (optoelectronics), Kaohsiung (petrochemical/steel)
  • Japan connection: Many Taiwan manufacturers supply Japanese companies and adopted Japanese production methods (Toyota Production System, TQM)
Industry Analysis Framework

For any Taiwan manufacturing sector:

  1. Global position: What share of global production? Indispensable or replaceable?
  2. Value chain position: OEM (low margin) → ODM (medium) → OBM (high)
  3. Key customers: Who are the major buyers? (Apple, NVIDIA, etc.)
  4. Geopolitical risk: Cross-strait tensions, US-China decoupling impact
  5. Talent pipeline: Engineering talent supply, brain drain concerns
  6. ESG transition: Carbon reduction targets, RE100 commitments, circular economy

Output Format

# Taiwan Manufacturing Sector Analysis: {Sector}

## Sector Overview
- Global position: {ranking, market share}
- Key players: {top 5 companies}
- Revenue: {NT$ scale}

## Value Chain Position
{Where Taiwan sits: upstream/midstream/downstream}

## Key Trends
1. {trend + impact}
2. {trend}

## Risks
| Risk | Likelihood | Impact | Mitigation |
|------|-----------|--------|-----------|
| {risk} | H/M/L | H/M/L | {how addressed} |

## Opportunities
1. {opportunity for businesses}

Gotchas

  • "Taiwan semiconductor" is not monolithic: TSMC (foundry), MediaTek (fabless design), ASE (packaging) are very different businesses. Don't lump them together.
  • Revenue ≠ profit in ODM: Foxconn has massive revenue (~NT$6T) but thin margins (~2-3%). Revenue ranking can be misleading for profitability analysis.
  • Geopolitical risk is THE issue: Any analysis of Taiwan manufacturing that ignores cross-strait risk is incomplete. Investors, customers, and governments are actively evaluating this.
  • "Silicon Shield" theory: Taiwan's semiconductor dominance is argued to be a deterrent against military conflict because the global economy depends on it. This is debated and should not be presented as fact.

References

  • For semiconductor supply chain analysis, see references/semiconductor-chain.md

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