kpi-dashboard

kpi-dashboard is a skill for Claude Code from vivy-yi/finance-skills. It costs 107 tokens per session (3,530 once invoked), scanned A, original, MIT.

A financial KPI dashboard workflow for tracking a company's key performance indicators. KPIs are measurable signs of business health, such as profit margins, cash strength, operating efficiency, and growth.

In plain words
What is it for?
It collects KPI data from an ERP or business-intelligence system, reviews profitability, efficiency, financial health, and growth, and marks abnormal results for follow-up.
Why use it?
It brings important financial measures into one view and highlights figures that need attention. Comparing current results with targets and earlier periods helps reveal deteriorating or improving trends.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter. Also seen: mentions CLAUDE.md.

Good fit It collects KPI data from an ERP or business-intelligence system, reviews profitability, efficiency, financial health, and growth, and marks abnormal results for follow-up.

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Install with agentmods
npx agentmods add skills/vivy-yi/finance-skills/kpi-dashboard
Install

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.

Any agent
npx skills add vivy-yi/finance-skills --skill kpi-dashboard
Clone the repo
git clone --depth 1 https://github.com/vivy-yi/finance-skills

Made for: Claude Code.

Wrote 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.

agentmods badge for kpi-dashboard

README.md
[![agentmods](https://agentmods.dev/badge/skills/vivy-yi/finance-skills/kpi-dashboard/github.svg)](https://agentmods.dev/skills/vivy-yi/finance-skills/kpi-dashboard)
Your own site
<a href="https://agentmods.dev/skills/vivy-yi/finance-skills/kpi-dashboard"><img src="https://agentmods.dev/badge/skills/vivy-yi/finance-skills/kpi-dashboard/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.

agentmods 80×15 button for kpi-dashboard

Your own site · 80×15
<a href="https://agentmods.dev/skills/vivy-yi/finance-skills/kpi-dashboard"><img src="https://agentmods.dev/badge/skills/vivy-yi/finance-skills/kpi-dashboard.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 107 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,530 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00107 $0.03530
Opus 5 $0.00053 $0.01765
Sonnet 5 $0.00021 $0.00706
Haiku 4.5 $0.00011 $0.00353

Measured 12d ago against content hash e18b4596142c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

kpi-dashboard 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.

finance-skills/skills/financial-analysis/skills/kpi-dashboard/SKILL.md · 294 lines

How it starts

The opening of the file, as written. The whole thing — 294 lines — stays where its author put it; the contents beside it link to each section on GitHub.

加载上下文

首次使用时: 读取 ../../CLAUDE.md 获取场景级配置(KPI 阈值/预警值/危险值)。


/kpi-dashboard — KPI 仪表盘生成

Examples

→ 示例:用户说"帮我们更新一下财务 KPI 仪表盘,把最新数据填进去",系统应调用本技能,更新 KPI 仪表盘数据。

→ 示例:用户说"管理层要一个财务仪表盘,帮我设计一下应该包含哪些指标",系统应调用本技能,设计财务 KPI 仪表盘框架。

→ 示例:用户说"仪表盘上有个指标显示红色,帮我分析一下是什么问题",系统应调用本技能,诊断 KPI 仪表盘异常指标。

KPI 体系概览

四大类指标:

1. 盈利能力(Profitability)
   - 毛利率 / 营业利润率 / 净利率
   - 收入增长率

2. 运营效率(Efficiency)
   - 存货周转天数 / DSO / DPO
   - 总资产周转率

3. 财务健康(Financial Health)
   - 资产负债率 / 流动比率 / 速动比率
   - 现金比率

4. 成长能力(Growth)
   - 收入增长率 / 利润增长率
   - 净资产增长率

第一步:获取 KPI 数据

从 [ERP]/[BI] 获取最新 KPI 数据:

□ 截止日期:[YYYY-MM-DD]
□ 上期日期:[YYYY-MM-DD]
□ 去年同期:[YYYY-MM-DD]

□ 获取指标:
  盈利能力 | 运营效率 | 财务健康 | 成长能力

第二步:盈利能力 KPI

KPI 现状:

| 指标 | 本期 | 目标 | 预警值 | 危险值 | 状态 |
|------|------|------|--------|--------|------|
毛利率 | [X%] | [X%] | <[X%] | <[X%] | [✅/⚠️/🔴]
营业利润率 | [X%] | [X%] | <[X%] | <[X%] | [✅/⚠️/🔴]
净利率 | [X%] | [X%] | <[X%] | <[X%] | [✅/⚠️/🔴]
收入增长率(同比)| [X%] | [X%] | <[X%] | <[X%] | [✅/⚠️/🔴]

趋势分析(过去 6 个月):

| 指标 | M-6 | M-5 | M-4 | M-3 | M-2 | M-1 | 趋势 |
|------|-----|-----|-----|-----|-----|-----|------|
毛利率 | [X%] | [X%] | [X%] | [X%] | [X%] | [X%] | [↑/↓/→]
营业利润率 | [X%] | [X%] | [X%] | [X%] | [X%] | [X%] | [↑/↓/→]
净利率 | [X%] | [X%] | [X%] | [X%] | [X%] | [X%] | [↑/↓/→]

异常标注:

□ 毛利率连续 [X] 个月下降 → ⚠️
□ 营业利润率低于预警值 → ⚠️
□ 收入同比连续 [X] 个月下降 → 🔴

第三步:运营效率 KPI

KPI 现状:

| 指标 | 本期 | 目标 | 预警值 | 危险值 | 状态 |
|------|------|------|--------|--------|------|
存货周转天数 | [X]天 | [X]天 | >[X]天 | >[X]天 | [✅/⚠️/🔴]
DSO(应收账款周转天数)| [X]天 | [X]天 | >[X]天 | >[X]天 | [✅/⚠️/🔴]
DPO(应付账款周转天数)| [X]天 | [X]天 | <[X]天 | <[X]天 | [✅/⚠️/🔴]
总资产周转率 | [X]次 | [X]次 | <[X]次 | <[X]次 | [✅/⚠️/🔴]

趋势分析(过去 6 个月):

| 指标 | M-6 | M-5 | M-4 | M-3 | M-2 | M-1 | 趋势 |
|------|-----|-----|-----|-----|-----|-----|------|
存货周转天数 | [X] | [X] | [X] | [X] | [X] | [X] | [↑/↓/→]
DSO | [X] | [X] | [X] | [X] | [X] | [X] | [↑/↓/→]

异常标注:

□ DSO 连续 [X] 个月上升 → ⚠️ 回款变慢
□ 存货周转天数持续上升 → ⚠️ 存货积压
□ DPO 持续下降 → ⚠️ 付款太快/供应商议价弱

Read the full file on GitHub · 294 lines

Changes

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.

  1. 12d ago First seen · 294 lines · 107 tokens per session scan A e18b4596142c

Subscribe to this mod's changes

kpi-dashboard is a skill published in the GitHub repository vivy-yi/finance-skills (29 stars, last pushed 2mo ago), licensed MIT. It adds 107 tokens to every session and 3,530 once invoked, about $0.0005 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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