groundapi-context-aware

groundapi-context-aware is a skill for Claude Code, Codex from qingkongzhiqian/groundapi. It costs 46 tokens per session (1,824 once invoked), scanned A, original, MIT.

A context-aware daily assistant for practical information such as weather, package tracking, approximate location, tax calculations, calendars, fuel prices, traffic restrictions, and daily news.

In plain words
What is it for?
Use it to check forecasts, track deliveries, identify an IP's approximate location, estimate tax, check dates, look up fuel prices, and find traffic restrictions or current topics.
Why use it?
It brings several everyday lookups together and can use a location lookup when a city is not provided.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: built for openclaw.

Good fit Use it to check forecasts, track deliveries, identify an IP's approximate location, estimate tax, check dates, look up fuel prices, and find traffic restrictions or current topics.

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Install with agentmods
npx agentmods add skills/qingkongzhiqian/groundapi/groundapi-context-aware
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 qingkongzhiqian/groundapi --skill groundapi-context-aware
Clone the repo
git clone --depth 1 https://github.com/qingkongzhiqian/groundapi

Made for: Claude Code, Codex.

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 groundapi-context-aware

README.md
[![agentmods](https://agentmods.dev/badge/skills/qingkongzhiqian/groundapi/groundapi-context-aware.svg)](https://agentmods.dev/skills/qingkongzhiqian/groundapi/groundapi-context-aware)
Your own site
<a href="https://agentmods.dev/skills/qingkongzhiqian/groundapi/groundapi-context-aware"><img src="https://agentmods.dev/badge/skills/qingkongzhiqian/groundapi/groundapi-context-aware.svg" alt="Measured on agentmods" height="20"></a>
Per session 46 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,824 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 $0.00046 $0.01824
Opus 5 $0.00023 $0.00912
Sonnet 5 $0.00009 $0.00365
Haiku 4.5 $0.00005 $0.00182

Measured 7d ago against content hash 0bc32d3e6c83, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

groundapi-context-aware 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 7d 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.

skills/groundapi-context-aware/SKILL.md · 230 lines

How it starts

The opening of the file, as written. The whole thing — 230 lines — stays where its author put it; the contents beside it link to each section on GitHub.

情境感知生活助手

当用户进行日常问候、询问天气、查快递、查 IP、算个税、查日历、查油价、查限行,或类似以下表达时自动触发:

  • "今天天气怎么样"、"需要带伞吗"、"这周天气如何"
  • "我的快递到哪了"、"帮我查一下运单号 XXX"
  • "我现在在哪"、"帮我查一下这个 IP"
  • "月薪两万到手多少"、"帮我算一下个税"
  • "今天农历多少"、"五一放几天"、"今天股市开吗"
  • "现在油价多少"、"92号汽油多少钱"
  • "今天限号吗"、"北京限行尾号"
  • "早上好"、"今天穿什么合适"
  • "今天有什么新闻"、"现在什么最火"

前置条件

本 Skill 依赖 GroundAPI MCP Server 提供的工具。确保已配置 GroundAPI MCP 连接:

{
  "mcpServers": {
    "groundapi": {
      "url": "https://mcp.groundapi.net/mcp",
      "headers": {
        "X-API-Key": "sk_gapi_xxxxx"
      }
    }
  }
}

场景一:天气查询

用户指定了城市

直接调用 life_weather(city="北京", forecast=true) 获取实时天气 + 7 天预报。

用户没指定城市

  1. 调用 life_ip() 获取用户大致位置(城市)
  2. 用返回的城市调用 life_weather(city="...", forecast=true)

输出格式

## 🌤️ {城市} 天气

### 当前
- 天气:{天气状况}
- 温度:{当前温度}°C(体感 {体感温度}°C)
- 湿度:{湿度}% | 风:{风向} {风力}
- 能见度:{能见度}

### 未来 7 天
| 日期 | 天气 | 最高 | 最低 | 建议 |
|------|------|------|------|------|
| 周一 | ☀️ 晴 | 28°C | 15°C | 适合户外 |
| ... |

### 生活建议
- 穿衣:{根据温度和天气给出建议}
- 出行:{是否需要带伞/防晒等}

场景二:快递追踪

当用户提供运单号时:

  1. 调用 life_logistics(number="SF1234567890") 追踪物流
  2. 如果是顺丰快递且需要验证,提示用户提供收件人手机后四位

输出格式

## 📦 快递追踪

- 运单号:{number}
- 快递公司:{company}
- 当前状态:{status}

### 物流轨迹
| 时间 | 状态 |
|------|------|
| 04-03 14:30 | 已签收 |
| 04-03 08:15 | 派送中 |
| 04-02 22:00 | 到达 XX 营业部 |
| ... |

预计 {到达时间判断,如果已签收则不显示}

场景三:IP 地理定位

当用户提到查 IP 或给出一个 IP 地址时:

调用 life_ip(address="8.8.8.8")life_ip()(查自己)。

输出格式

## 📍 IP 定位:{IP 地址}

| 信息 | 值 |
|------|-----|
| 国家/地区 | {country} |
| 城市 | {city} |
| 经纬度 | {lat}, {lon} |
| 时区 | {timezone} |
| ISP | {isp} |

场景四:个税计算

当用户询问到手工资、个税时:

调用 life_tax(monthly_salary=20000, insurance=2000, special_deduction=1500)

参数说明:

  • monthly_salary:税前月薪
  • insurance:五险一金(用户没说就用常见比例估算)
  • special_deduction:专项附加扣除(子女教育/房贷/租房/赡养老人等,用户没说就设为 0)

输出格式

## 💰 个税计算

| 项目 | 金额 |
|------|------|
| 税前月薪 | ¥XX,XXX |
| 五险一金 | -¥X,XXX |
| 专项附加扣除 | -¥X,XXX |
| 起征点 | -¥5,000 |
| 应纳税所得额 | ¥XX,XXX |
| 个税 | ¥X,XXX |
| **到手** | **¥XX,XXX** |

Read the full file on GitHub · 230 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. 7d ago First seen · 230 lines · 46 tokens per session scan A 0bc32d3e6c83

Subscribe to this mod's changes

groundapi-context-aware is a skill published in the GitHub repository qingkongzhiqian/groundapi (0 stars, last pushed 1mo ago), licensed MIT. It adds 46 tokens to every session and 1,824 once invoked, about $0.0002 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 2026-08-31.