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-deck-refreshgit 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-deck-refresh)<a href="https://agentmods.dev/skills/jwangkun/claude-for-financial-services-cn/china-deck-refresh"><img src="https://agentmods.dev/badge/skills/jwangkun/claude-for-financial-services-cn/china-deck-refresh/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-deck-refresh"><img src="https://agentmods.dev/badge/skills/jwangkun/claude-for-financial-services-cn/china-deck-refresh.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 | $0.00077 | $0.01622 |
| Opus 5 | $0.00039 | $0.00811 |
| Sonnet 5 | $0.00015 | $0.00324 |
| Haiku 4.5 | $0.00008 | $0.00162 |
Grade A, and why
china-deck-refresh 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 12d 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 — 222 lines — stays where its author put it; the contents beside it link to each section on GitHub.
china-deck-refresh
Purpose
Refresh A股投资分析PPT — update existing presentation decks with latest financial data and market information.
Data Sources
Primary: iFind MCP (Tier-1 付费) / AkShare MCP (Tier-2 免费备选)
get_quote(ticker) → Latest stock price
get_financials(ticker, "income") → Latest financials
get_index_data("000001") → Market context
get_industry_stocks(industry="...") → Updated peer data
Secondary Sources
- 巨潮 — latest filings
- Wind / Choice — market data
Workflow
Step 1: Inventory Existing Deck
Deck audit:
| Slide | Title | Data to Update | Status |
|---|---|---|---|
| 1 | Cover | Date, version | |
| 2 | Investment Summary | Target price, rating | |
| 3 | Company Overview | Market cap, shares | |
| 4 | Financial Highlights | Latest results | |
| 5 | Revenue Bridge | Latest actuals | |
| 6 | Margin Analysis | Latest margins | |
| 7 | Peer Comparison | Updated multiples | |
| 8 | Valuation | Price, multiples | |
| 9 | Risk Factors | Current risks | |
| 10 | Recommendation | Target price |
Step 2: Update Financial Data
Data update checklist:
| Data Item | Source | Update Frequency |
|---|---|---|
| Stock price | iFind / AkShare | Daily |
| Market cap | Calculated | Daily |
| P/E, P/B | Calculated | Daily |
| Revenue (LTM) | iFind / AkShare / 巨潮 | Quarterly |
| Net income (LTM) | iFind / AkShare / 巨潮 | Quarterly |
| Margins | Calculated | Quarterly |
| Peer multiples | iFind / AkShare | Quarterly |
| Forecast estimates | 券商研报 | Quarterly |
Step 3: Update Charts
Chart update priorities:
| Priority | Chart | Update Trigger |
|---|---|---|
| 1 | Stock price chart | Always |
| 2 | Revenue/profit | New quarterly results |
| 3 | Margin trends | New quarterly results |
| 4 | Peer comparison | New quarterly results |
| 5 | Valuation | Daily / new results |
| 6 | Financial trends | New annual results |
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.
- 12d ago First seen · 222 lines · 77 tokens per session scan A 9a4e1b6533df
china-deck-refresh is a skill published in the GitHub repository jwangkun/claude-for-financial-services-cn (743 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 77 tokens to every session and 1,622 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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