Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add skloxo/TideTrading --skill macro-analysisgit clone --depth 1 https://github.com/skloxo/TideTradingWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/skloxo/tidetrading/macro-analysis)<a href="https://agentmods.dev/skills/skloxo/tidetrading/macro-analysis"><img src="https://agentmods.dev/badge/skills/skloxo/tidetrading/macro-analysis.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00040 | $0.02016 |
| Opus 5 | $0.00020 | $0.01008 |
| Sonnet 5 | $0.00008 | $0.00403 |
| Haiku 4.5 | $0.00004 | $0.00202 |
Grade A, and why
macro-analysis scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
100% identical to macro-analysis — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 193 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Macroeconomic Analysis
Overview
Interprets macroeconomic data and central-bank policy, identifies the current economic-cycle stage, and derives major-asset allocation direction. Covers the three major economies of China (PBOC), the United States (Fed), and Europe (ECB).
Core Indicator System
Growth Indicators
| Indicator | Frequency | Key Threshold | Data Source |
|---|---|---|---|
| GDP YoY | Quarterly | China >5% = normal, <4% = weak | National Bureau of Statistics |
| Manufacturing PMI | Monthly | >50 = expansion, <50 = contraction, 49-51 = borderline | NBS / Caixin |
| Industrial production | Monthly | >5% = normal | National Bureau of Statistics |
| Retail sales | Monthly | >8% = strong consumption | National Bureau of Statistics |
| Fixed asset investment | Monthly | Focus on infrastructure vs real-estate components | National Bureau of Statistics |
Inflation Indicators
| Indicator | Frequency | Key Threshold | Interpretation |
|---|---|---|---|
| CPI YoY | Monthly | >3% = inflation pressure, <0% = deflation risk | Strongly affected by the pork cycle, so core CPI is more reliable |
| PPI YoY | Monthly | >0% = improving corporate profits, <0% = deflation transmission | Leads CPI by 3-6 months |
| Core CPI | Monthly | >2% = demand-driven inflation | Excludes food and energy |
| M2 YoY | Monthly | >10% = monetary easing | The M2-M1 spread reflects how active liquidity is |
Rates and FX
| Indicator | Meaning | Focus |
|---|---|---|
| 1Y / 5Y LPR | Loan prime rate | Rate-cut signal |
| DR007 | Interbank 7-day repo rate | Funding tightness / looseness |
| 10Y government bond yield | Risk-free rate anchor | <2.5% = loose, >3.5% = tight |
| USD/CNY | Exchange rate | >7.3 = high depreciation pressure |
| US 10Y-2Y spread | Term spread | Inversion signals recession (leads by 12-18 months) |
Four-Stage Economic Cycle Model
Merrill Lynch Clock Framework
GDP↑ + CPI↓ GDP↑ + CPI↑
┌─────────┐ ┌─────────┐
│ Recovery │ ────→ │ Overheat│
│ │ │ │
└────┬────┘ └────┬────┘
↑ │
│ ↓
┌────┴────┐ ┌────┴────┐
│Recession│ ←──── │Stagflat │
│ │ │ │
└─────────┘ └─────────┘
GDP↓ + CPI↓ GDP↓ + CPI↑
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 6d ago First seen · 193 lines · 40 tokens per session scan A 3f9884c2a5ba
macro-analysis is a skill published in the GitHub repository skloxo/TideTrading (10 stars, last pushed 2d ago), licensed MIT. It adds 40 tokens to every session and 2,016 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to macro-analysis, differing in 0 lines, and is treated as a copy.
Other skills, from other repositories
daily-deep-brief
A scheduled, pre-market investment briefing for Hong Kong and United States stocks. A deterministic preparation step gathers data and an agent adds judgment, while a later step validates and publishes the result.
invest-analyst
A framework for producing professional investment research, including company reports, industry studies, event analysis, analyst-expectation reviews, comparisons, and market summaries. It connects several investment research workflows into one process.
invest-fund
A Chinese-language guide for analysing investment funds, with different workflows for comparing funds, reviewing ETFs, examining new funds, and studying industry funds.
invest-stock
A stock-analysis workflow for companies listed in China, Hong Kong, or the United States. It chooses an analysis style based on the market and whether the user requests a deeper valuation review.
hk-stock-analysis
A workspace-aware analysis workflow for Hong Kong-listed stocks. It retrieves prices, technical indicators, market comparisons, and news through a local data pipeline, then adds Hong Kong-specific investment context.
us-stock-analysis
Workspace-aware US stock analysis for kcn. Routes through clawock analyze-us / clawock us-quotes instead of generic web search, then layers fundamental/technical/news analysis on top. Use when user asks to analyze a US ticker (e.g. "analyze AAPL", "look at RKLB", "compare TSLA vs NVDA"), check earnings, run…