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 jwangkun/claude-for-financial-services-cn --skill china-competitive-analysisgit clone --depth 1 https://github.com/jwangkun/claude-for-financial-services-cnWrote 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/jwangkun/claude-for-financial-services-cn/china-competitive-analysis)<a href="https://agentmods.dev/skills/jwangkun/claude-for-financial-services-cn/china-competitive-analysis"><img src="https://agentmods.dev/badge/skills/jwangkun/claude-for-financial-services-cn/china-competitive-analysis/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/jwangkun/claude-for-financial-services-cn/china-competitive-analysis"><img src="https://agentmods.dev/badge/skills/jwangkun/claude-for-financial-services-cn/china-competitive-analysis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00073 | $0.01849 |
| Opus 5 | $0.00036 | $0.00924 |
| Sonnet 5 | $0.00015 | $0.00370 |
| Haiku 4.5 | $0.00007 | $0.00185 |
Grade A, and why
china-competitive-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 13d 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.
How it starts
The opening of the file, as written. The whole thing — 234 lines — stays where its author put it; the contents beside it link to each section on GitHub.
china-competitive-analysis
Purpose
Analyze A股行业竞争格局, mapping competitive dynamics for Chinese companies and industries.
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 MCP（Tier-2 免费备选）
get_industry_stocks(industry="...") → Full peer list
get_quote(ticker) → Valuation, market cap
get_financials(ticker, "income") → Revenue, margins
get_financials(ticker, "balance") → Assets, debt
get_stock_info(ticker) → Business description
Secondary Sources
- 巨潮年报 — detailed segment data
- 券商行业报告 — analyst competitive analysis
- Wind / Choice — market share data
- 行业协会 — industry statistics
Workflow
Step 1: Map the Competitive Set
Industry definition:
# Get full industry composition
get_industry_stocks(industry="白酒")
Tier the competitors:
| Tier | Description | Examples |
|---|---|---|
| Tier 1 (龙头) | Market leaders, >10% share | {{SECTOR_LEADER}} ({{EXAMPLE_SECTOR}}) |
| Tier 2 (挑战者) | Strong #2-5, growing share | {{CHALLENGER_1}}, {{CHALLENGER_2}} |
| Tier 3 (跟随者) | Niche players, regional | {{NICH_PLAYER}} |
| Tier 4 (边缘) | Declining or niche | {{LOW_END_PLAYER}} |
Step 2: Competitive Comparison Matrix
Core comparison table:
| Company | Revenue (亿) | YoY | Gross Margin | Net Margin | ROE | Market Cap (亿) | PE (TTM) | Market Share |
|---|---|---|---|---|---|---|---|---|
Expand with competitive dimensions:
| Dimension | Leader | Challenger 1 | Challenger 2 | Follower |
|---|---|---|---|---|
| 品牌力 (Brand) | ||||
| 渠道能力 (Distribution) | ||||
| 产品力 (Product quality) | ||||
| 成本优势 (Cost advantage) | ||||
| 研发投入 (R&D) | ||||
| 国际化 (International) |
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.
- 13d ago First seen · 234 lines · 73 tokens per session scan A c6304f2318bd
china-competitive-analysis is a skill published in the GitHub repository jwangkun/claude-for-financial-services-cn (744 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 73 tokens to every session and 1,849 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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