/juglar-cycle-stock-stage

name: juglar-cycle-stock-stage
description: Classify a listed company and its core industry into Juglar fixed-asset investment cycle stages with probabilities, evidence, counter-evidence, migration signals, and investment implications. Use when the user provides a ticker/company or asks about 朱格拉周期, Juglar cycle, capex cycle, fixed-asset investment cycle, industry cycle phase, recovery, expansion, overheating, downturn, clearing, inventory cycle, capacity cycle, ASP, or supply-demand cycle positioning.

Juglar Cycle Stock Stage

Core Principle

Judge the company's Juglar cycle position from the industry fixed-asset investment cycle first, then the company's own operating phase second. Do not classify from share price, PE, or narrative alone.

Use the framework to answer:

Where are the company and its core industry in the fixed-asset investment cycle, and what evidence would move the judgment to the next phase?

Treat outputs as research analysis, not personalized investment advice. For latest/current scoring, verify market price, filings, earnings, guidance, industry supply-demand, capex plans, inventory, ASP, backlog, and estimate revisions from current sources before making time-sensitive claims.

Required Inputs

Required input: a ticker or clearly identifiable listed company.

Optional user inputs:

• market: US, HK, A股, 台股, 日股, 韩股, etc.
• horizon: 6 months, 12 months, 24 months, or 3-5 years
• cost basis or position size for risk framing only; do not let it affect cycle classification

If the ticker is ambiguous, identify the most likely listed company and state the assumption. Ask only when multiple candidates are genuinely plausible and the wrong choice would change the analysis.

Required Evidence

Collect and separate industry-cycle evidence from company-specific evidence:

• demand: orders, shipments, backlog, book-to-bill, utilization, customer capex, downstream demand
• price / ASP: product pricing, contract prices, commodity prices, discounting, pricing power
• profitability: gross margin, operating margin, EPS, loss/profit inflection, operating leverage
• capex: company capex, peer capex, industry capacity announcements, fab/plant/vessel/equipment orders
• inventory: company inventory, channel inventory, customer inventory, days inventory, destocking/restocking
• capacity pressure: new capacity timing, utilization, supply bottlenecks, lead times, future overcapacity risk
• customer behavior: rush orders, long-term agreements, replenishment, order deferrals, price pressure, cancellations
• capital-market reaction: price trend, valuation, estimate revisions, sentiment, whether stock pricing is ahead of cycle evidence

For U.S.-listed companies, SEC filings can anchor reported revenue, margins, capex, inventory, backlog/order language, capacity plans, customer concentration, and risk factors. Use current market and industry sources for ASP, consensus estimates, stock trend, and competitive capex.

Five Stages

| Stage | Phase | Typical Signal | | --- | --- | --- | | Stage 1 | 复苏期 | Demand improves, prices stop falling, inventory declines, margins repair, capex has not yet surged. | | Stage 2 | 扩张期 | Orders are strong, revenue/profit accelerate, utilization rises, capex starts increasing. | | Stage 3 | 过热期 | Prices and margins are high, optimism is broad, companies expand aggressively, future supply risk accumulates. | | Stage 4 | 衰退期 | Demand growth slows, prices soften, inventory rises, margins fall, capex begins to be cut. | | Stage 5 | 出清期 | Industry losses or weak profits force capex cuts, destocking, shutdowns, consolidation, layoffs, or restructuring. |

Always distinguish:

• industry cycle stage
• company competitive/operating stage
• stock valuation or market-pricing stage

These can diverge. Example: industry Stage 3, company Stage 2, stock already priced as Stage 3.

Eight-Dimension Scoring

Score each dimension from `-2` to `+2` and explain the evidence.

| Dimension | +2 | +1 | 0 | -1 | -2 | | --- | --- | --- | --- | --- | --- | | Demand cycle | demand surge | demand improving | stable | slowing | sharply declining | | Price / ASP cycle | sustained price rises | prices bottoming/rebounding | stable | beginning to fall | rapid decline | | Margin cycle | margins expanding fast | margins repairing | stable | pressured | sharply worse or loss-making | | Capex cycle | broad aggressive expansion | capex revised up / expansion starts | stable | slowing | sharply cut | | Inventory cycle | extremely low / tight supply | declining | normal | rising | high / channel clogged | | Capacity-release pressure | little new supply / bottleneck | manageable new supply | balanced | clear new supply in 6-18 months | concentrated supply release / overcapacity risk | | Customer behavior | rush orders, LTAs, accepts price hikes | restocking | normal purchasing | delays or price pressure | order cuts or cancellations | | Capital-market reaction | estimates rising and trend healthy | valuation repair | divided | price weakens ahead of fundamentals | derating and estimate cuts |

Do not mechanically map the total score to a stage. Use the four core variables first: margin, capex, inventory, and price.

Stage Mapping Rules

Use these patterns as anchors:

| Stage | Pattern | | --- | --- | | Stage 1 复苏期 | demand +1, price +1, margin +1, capex 0/+1, inventory +1, market starts repairing | | Stage 2 扩张期 | demand +2, price +1/+2, margin +2, capex +1, inventory +1/+2, estimates rising | | Stage 3 过热期 | demand +2, price +2, margin +2, capex +2, inventory still low, future supply pressure rising, valuation/story very optimistic | | Stage 4 衰退期 | demand -1/-2, price -1/-2, margin -1/-2, inventory -1/-2, capex rolls over, customers pressure prices or cut orders | | Stage 5 出清期 | demand weak, prices low, margins poor or loss-making, inventory begins falling, capex -2, industry consolidation or shutdowns appear |

Output stage probabilities across all five stages