# Send GHIN Golf Tracker to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "ghin-golf-tracker",
    "name": "GHIN Golf Tracker",
    "source": "tencent",
    "type": "skill",
    "category": "数据分析",
    "sourceUrl": "https://clawhub.ai/pfrederiksen/ghin-golf-tracker",
    "canonicalUrl": "https://clawhub.ai/pfrederiksen/ghin-golf-tracker",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/ghin-golf-tracker",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=ghin-golf-tracker",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "README.md",
      "SKILL.md",
      "scripts/ghin_stats.py"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-23T16:43:11.935Z",
      "expiresAt": "2026-04-30T16:43:11.935Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
        "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/ghin-golf-tracker"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/ghin-golf-tracker",
    "downloadUrl": "https://openagent3.xyz/downloads/ghin-golf-tracker",
    "agentUrl": "https://openagent3.xyz/skills/ghin-golf-tracker/agent",
    "manifestUrl": "https://openagent3.xyz/skills/ghin-golf-tracker/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/ghin-golf-tracker/agent.md"
  }
}
```
## Documentation

### GHIN Golf Tracker

OpenClaw skill for analyzing GHIN (Golf Handicap and Information Network) golf statistics and handicap tracking.

### Description

This skill provides comprehensive analysis of golf statistics from GHIN data including handicap trends, scoring patterns, course performance, and historical breakdowns. The skill reads pre-collected GHIN data from a JSON file and computes detailed statistics in both human-readable and machine-readable formats.

Key Features:

Current handicap index with trend analysis (improving/declining/stable)
Lifetime totals including round counts and scoring extremes
Best 5 differentials with course and date information
Most played courses with round counts and average scores
Year-by-year performance breakdown
Scoring averages by par (3/4/5) when available
Performance statistics (GIR%, fairways%, putts) when available
Handicap range analysis with dates

### System Access

File System:

READ: Single GHIN data JSON file (path provided as command-line argument)

Network Access: None

Subprocess/Shell: None

### What It Does NOT Do

This skill is designed for data analysis only and explicitly does NOT:

No network access: Does not connect to GHIN.com or any external services
No web scraping: Does not perform browser automation or web requests
No subprocess execution: Does not run external commands or shell scripts
No file writes: Does not create, modify, or delete any files
No credential handling: Does not store, read, or manage login credentials
No data collection: Does not gather GHIN data from external sources

Data Collection: GHIN does not offer a public API for score history. Data collection requires separate browser automation tooling (not included in this skill). See the README for guidance on how to populate the data file.

### Scripts

scripts/ghin_stats.py - Main analysis script (Python 3.8+ required)

### Basic Analysis

python3 scripts/ghin_stats.py /path/to/ghin-data.json

### JSON Output

python3 scripts/ghin_stats.py /path/to/ghin-data.json --format json

### Expected Data Format

The script expects a JSON file with the following structure:

{
  "handicap_index": 18.0,
  "lifetime_rounds": 83,
  "handicap_history": [
    {"date": "2026-02-02", "index": 18.0},
    {"date": "2026-01-15", "index": 17.8}
  ],
  "stats": {
    "par3_avg": 4.06,
    "par4_avg": 4.94,
    "par5_avg": 5.73,
    "gir_pct": 50,
    "fairways_pct": 65,
    "putts_avg": 31.2
  },
  "scores": [
    {
      "date": "2026-02-01",
      "score": "82A",
      "course": "Las Vegas Golf Club",
      "cr_slope": "68.0/117",
      "differential": 13.5
    }
  ]
}

### Example Output (Text Format)

GHIN Golf Statistics Report
==============================

Current Handicap: 18.0
Trend (last 5): ↗️  Improving

LIFETIME TOTALS
---------------
Total Rounds: 83
Best Score: 72
Worst Score: 95

BEST DIFFERENTIALS
-----------------
1. 8.2 - Pebble Beach Golf Links (2025-08-15)
2. 9.1 - Augusta National Golf Club (2025-09-22)
3. 10.4 - St. Andrews Old Course (2025-07-10)

MOST PLAYED COURSES
-------------------
Las Vegas Golf Club: 12 rounds (avg 84.2)
Phoenix Country Club: 8 rounds (avg 86.1)
Scottsdale National: 6 rounds (avg 82.9)

YEARLY BREAKDOWN
----------------
2026: 8 rounds (avg 83.4)
2025: 42 rounds (avg 84.7)
2024: 33 rounds (avg 87.2)

### Dependencies

Python 3.8+
Standard library only (json, sys, argparse, statistics, datetime, pathlib, collections, re)

### Installation

This skill can be installed via ClawHub:

clawhub install ghin-golf-tracker

Or manually by cloning the repository and placing it in your OpenClaw skills directory.

### Error Handling

The script provides specific error handling for:

FileNotFoundError: When the specified JSON file doesn't exist
json.JSONDecodeError: When the JSON file is malformed
Graceful handling of missing or malformed data fields

### Output Formats

Text (default): Human-readable formatted report
JSON: Machine-readable structured data for further processing

### Privacy & Security

All processing is done locally on the provided data file
No external network connections are made
No credentials or sensitive data are stored or transmitted
Data is processed in memory only with no persistent storage
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: pfrederiksen
- Version: 1.3.0
## Source health
- Status: healthy
- Source download looks usable.
- Yavira can redirect you to the upstream package for this source.
- Health scope: source
- Reason: direct_download_ok
- Checked at: 2026-04-23T16:43:11.935Z
- Expires at: 2026-04-30T16:43:11.935Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/ghin-golf-tracker)
- [Send to Agent page](https://openagent3.xyz/skills/ghin-golf-tracker/agent)
- [JSON manifest](https://openagent3.xyz/skills/ghin-golf-tracker/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/ghin-golf-tracker/agent.md)
- [Download page](https://openagent3.xyz/downloads/ghin-golf-tracker)