/china-skill-creator

name: china-skill-creator
description: Create new China-specific financial skills following the established patterns and conventions. Use this meta-skill to scaffold new china-* skills that integrate with iFind MCP (Tier-1) and AkShare MCP (Tier-2 fallback), follow CAS accounting standards, and adapt workflows for the Chinese market. Triggers on "创建中国skill", "新建A股skill", "create china skill", "new china-skill", "制作skill", or when creating any new china-* skill.

china-skill-creator

Purpose

Create new **china-* skills** — scaffold and template new skills for the China financial services plugin ecosystem.

When to Use

Use this skill when:

• Creating a new china-* skill from scratch
• Adapting an existing plugins/ skill to China context
• Extending the china/ directory with new capabilities
• Ensuring consistency with existing china-* skill patterns

Skill Creation Pattern

Step 1: Choose Vertical

**Vertical mapping:**

| Original Vertical | China Vertical | Path | |-------------------|----------------|------| | `financial-analysis/` | `china-finance/` | `china/vertical-plugins/china-finance/skills/` | | `equity-research/` | `china-finance/` | `china/vertical-plugins/china-finance/skills/` | | `investment-banking/` | `investment-banking/` | `china/vertical-plugins/investment-banking/skills/` | | `private-equity/` | `private-equity/` | `china/vertical-plugins/private-equity/skills/` | | `wealth-management/` | `wealth-management/` | `china/vertical-plugins/wealth-management/skills/` | | `fund-admin/` | `fund-admin/` | `china/vertical-plugins/fund-admin/skills/` | | `operations/` | `operations/` | `china/vertical-plugins/operations/skills/` |

Step 2: Name Convention

**Naming rules:**

• All China skills prefix: `china-`
• Mirror original skill name: `china-[original-name]`
• Lowercase with hyphens: `china-3-statement-model`
• Directory matches skill name

**Examples:** | Original | China Version | |----------|--------------| | `comps-analysis` | `china-comps-analysis` | | `earnings-analysis` | `china-earnings-analysis` | | `client-report` | `china-client-report` |

Step 3: Frontmatter Template

**Required frontmatter:**

---
name: china-[skill-name]
description: [Chinese + English description]. Triggers on "A股[keywords]", "[Chinese keywords]", "[English keywords]", or "[example usage]".
---

**Frontmatter rules:**

• `name`: lowercase with hyphens, prefixed `china-`
• `description`: Include Chinese trigger words and English fallback
• Must include `---` delimiters

Step 4: SKILL.md Structure Template

**Standard structure:**

---
name: china-[skill-name]
description: [description with triggers]
---

# china-[skill-name]

## Purpose

[One-line description in Chinese + English]

## Data Sources

### Tier 0 — 万得 Wind（最全面付费数据）
- 覆盖：A股/港美股/基金/指数/债券/宏观/研报/分析（44个工具）
- MCP 服务：`wind-mcp`（需 `WIND_API_KEY` 密钥，以 `ak_` 开头）
- 优势：全市场覆盖面最广、数据最全面、包含研报和量化分析
- 密钥申请：https://aifinmarket.wind.com.cn/#/home

### Tier 1 — 同花顺 iFind（付费精确数据） / AkShare（Tier-2 免费备选）

\```python
get_quote(ticker)                     → [what it returns]
get_financials(ticker, "income")      → [what it returns]
\```

### Secondary Sources
- 巨潮 — [usage]
- 上交所/深交所 — [usage]
- Wind / Choice — [usage]

## Workflow

### Step 1: [Step Name]

[Content]

### Step 2: [Step Name]

[Content]

[... more steps ...]

## China-Specific Considerations

### [Topic]

[China-specific guidance]

## Quality Checks

Before delivering:
- [ ] [Check 1]
- [ ] [Check 2]
- [ ] [Check 3]

Step 5: China Adaptation Checklist

When adapting from original skill:

| Adaptation Area | China-Specific Changes | |----------------|----------------------| | Data sources | Replace Western sources with iFind/AkShare/巨潮/同花顺 | | Accounting | US GAAP → CAS | | Tax | US tax → 25% China corporate tax | | Currency | USD → CNY (¥) | | Units | $M → 万元 / 亿元 | | Terminology | English → Chinese (归母净利润, etc.) | | Market | US markets → A-share (主板/创业板/科创板) | | Regulations | SEC → CSRC / 证监会 | | Industry | US sectors → 东方财富 categories | | Reporting | 10-K/Q → 年报/季报 |

Step 6: Required Sections

Every china-* SKILL.md must include:

| Section | Required? | Content | |---------|-----------|---------| | `name` | ✓ | Frontmatter, `china-` prefix | | `description` | ✓ | Chinese + English, triggers | | `## Purpose` | ✓ | One-line description | | `## Data Sources` | ✓ | iFind MCP (primary) + AkShare (fallback) | | `## Workflow` | ✓ | Step-by-step process | | `## China-Specific Considerations` | ✓ | China adaptations | | `## Quality Checks` | ✓ | Pre-delivery checklist |

Step 7: Data Source Tool Reference (iFind + AkShare)

**Commonly used tools:**

# Market data
get_quote(ticker)                    → Current quote
get_historical_data(ticker)          → Historical prices
get_index_data(index_code)           → Index data
get_market_overview()                → Market summary

# Financials
get_financials(ticker, "income")     → Income statement
get_financials(ticker, "balance")    → Balance sheet
get_financials(ticker, "cashflow")   → Cash flow

# Industry & peers
get_industry_stocks(industry="...")   → Industry peers
get_stock_info(ticker)               → Company info

# Funds
get_fund_data(fund_code)             → Fund data

# News (china-news MCP — separate server)
get_stock_news(ticker="{{TICKER}}")         → Individual stock news
get_market_headlines(top_n=20)              → Market headlines

Step 8: Common Patterns

**CAS Accounting terms to use:**

• 营业收入 (Revenue, net of VAT)
• 营业成本 (COGS)
• 归母净利润 (Net income to parent)
• 扣非净利润 (Non-GAAP net income)
• 经营现金流 (Operating CF)
• 资本支出 (CapEx)
• EPS (每股收益)
• ROE (净资产收益率)
• 毛利率 (Gross margin)
• 净利率 (Net margin)

**A-share conventions:**

• Stock codes: 6-digit (e.g., "600519", "000001")
• No exchange prefix
• 主板/创业板/科创板/北交所
• 涨跌停: ±10% (±20% for 创业板/科创板)
• 千元 / 万元 / 亿元 units

**Tax conventions:**

• Corporate tax: 25% (15% for 高新技术企业)
• VAT: 13% (standard), exc