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-audit-xlsgit 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-audit-xls)<a href="https://agentmods.dev/skills/jwangkun/claude-for-financial-services-cn/china-audit-xls"><img src="https://agentmods.dev/badge/skills/jwangkun/claude-for-financial-services-cn/china-audit-xls/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-audit-xls"><img src="https://agentmods.dev/badge/skills/jwangkun/claude-for-financial-services-cn/china-audit-xls.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 | $0.00081 | $0.01850 |
| Opus 5 | $0.00041 | $0.00925 |
| Sonnet 5 | $0.00016 | $0.00370 |
| Haiku 4.5 | $0.00008 | $0.00185 |
Grade A, and why
china-audit-xls 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 — 232 lines — stays where its author put it; the contents beside it link to each section on GitHub.
china-audit-xls
Purpose
Audit A股财务模型 — comprehensive quality checks for Chinese equity financial models.
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_financials(ticker, "income") → Actuals for cross-check
get_financials(ticker, "balance") → BS for cross-check
get_financials(ticker, "cashflow") → CF for cross-check
get_quote(ticker) → Market data
Secondary Sources
- 巨潮 — source financials
- 审计报告 — reference data
Workflow
Step 1: Structural Audit
Model structure checklist:
| Area | Check | Pass Criteria |
|---|---|---|
| Cover page | Company, date, version | Present and accurate |
| Assumptions | All key inputs centralized | No hardcoded values in calc |
| Historicals | All periods populated | 3-5 years |
| Forecast | Explicit forecast period | 3-5 years |
| Valuation | DCF, comps, football field | All methods present |
| Checks | Sum, balance, cross-ref | All checks green |
| Documentation | Methodology notes | Clear and complete |
Step 2: Formula Audit
Formula checks:
| Check | Description | Pass Criteria |
|---|---|---|
| No hardcodes | All inputs in assumptions | ✓ |
| Consistent formulas | Same formula across periods | ✓ |
| No circularity (unless intended) | Circular refs flagged | ✓ |
| Error handling | IFERROR used where needed | ✓ |
| Named ranges | Key cells named | ✓ |
| Sheet references | Cross-sheet refs work | ✓ |
| Broken links | No external links or all work | ✓ |
Common hardcodes to find:
- Growth rates embedded in formulas
- Multiples typed into cells
- Shares outstanding hardcoded
- Tax rates not in assumptions
Step 3: Historicals Cross-Check
Cross-check against source data:
| Line Item | Model | iFind / AkShare / 巨潮 | Difference | Explanation |
|---|---|---|---|---|
| 营业收入 | ||||
| 营业成本 | ||||
| 归母净利润 | ||||
| 总资产 | ||||
| 净资产 | ||||
| 经营现金流 |
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 · 232 lines · 81 tokens per session scan A 839833efe0c3
china-audit-xls 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 81 tokens to every session and 1,850 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.
Other skills, from other repositories
dcf-model
Build discounted cash flow valuation workbooks in Excel.
comps-analysis
Build comparable-company valuation workbooks in Excel.
lbo-model
Build leveraged buyout workbooks with IRR/MOIC in Excel.
excel-author
Build auditable financial workbooks headless via openpyxl.
lbo-model
This skill should be used when completing LBO (Leveraged Buyout) model templates in Excel for private equity transactions, deal materials, or investment committee presentations. The skill fills in formulas, validates calculations, and ensures professional formatting standards that adapt to any template structure.
3-statement-model
Build integrated IS/BS/CF financial workbooks in Excel.