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Commodity Trend Reference Assistant

Data Analysis Updated 2026.08.30

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Please install @user_d2bbd039/commodity-trend-reference using https://skillhub.cn/install/skillhub.md.

About this skill

Problem

Commodity quotes, volatility, and trend states are often scattered across data sources, while general answers may mix cached fields, metric definitions, and subjective calls. This skill narrows the job to one reproducible task: output a fixed template with quotes + seven quantified metrics + core conclusion, without adding fields or trade advice.

How it works

It uses a two-stage design: first read a precomputed HTTP cache from https://juyunweilan.cn/api/skill-cache; if unavailable, fall back to skill_cache_snapshot.json and show the refresh time. It only uses already translated cache fields and formats single-instrument, sector, multi-instrument, or market-scan responses. Quantified columns must display ADX, GARCH, HMM, COMP, CONF, SS, and TS, with definitions in the footer note. Multi-instrument output splits into a quote table and a quant table so the TS column stays visible.

Boundaries

It covers 38 mainstream futures instruments and provides full diagnostic data only for B-grade or higher names; other instruments return quotes and basic indicators. It does not expand fundamentals, technicals, funds, or sentiment details, and it does not provide position, entry, exit, or directional advice. Missing data returns only cache status or no-data messages, so it is not a replacement for real-time research, trade execution, or compliance review.

Use Cases

  • Before a morning research meeting, review cached quotes and trend metrics for supported futures.
  • For multi-instrument comparison, split quotes and the seven quantified metrics into separate tables.
  • When the main source fails, load the local snapshot and label the refresh time clearly.
  • During B-grade instrument review, output quotes, seven metrics, and one core conclusion.

Best For

  • Futures researchers who need a fixed template for multi-instrument quotes and quant metrics for morning notes.
  • Data analysts who need to call the cache API and verify ADX, GARCH, HMM, COMP, CONF, SS, TS fields.
  • Research editors who need to compress B-grade instrument cache results into one core conclusion.
  • Risk assistants who need COMP, CONF, and SS to check completeness, confidence, and trend strength.