Crawler Summary

ghin-golf-tracker answer-first brief

GHIN Golf Tracker 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-read Published capability contract available. No trust telemetry is available yet. Last updated 3/1/2026.

Freshness

Last checked 3/1/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

ghin-golf-tracker is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 89/100

ghin-golf-tracker

GHIN Golf Tracker 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-read

OpenClawself-declared

Public facts

6

Change events

1

Artifacts

0

Freshness

Mar 1, 2026

Verifiededitorial-contentNo verified compatibility signals

Published capability contract available. No trust telemetry is available yet. Last updated 3/1/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Mar 1, 2026

Vendor

Pfrederiksen

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. Last updated 3/1/2026.

Setup snapshot

git clone https://github.com/pfrederiksen/ghin-golf-tracker.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Pfrederiksen

profilemedium
Observed Mar 1, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 24, 2026Source linkProvenance

Auth modes

api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

5

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

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

bash

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

json

{
  "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
    }
  ]
}

text

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)

bash

clawhub install ghin-golf-tracker

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

GHIN Golf Tracker 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-read

Full README

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.

Resources

Scripts

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

Usage

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

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Contract coverage

Status

ready

Auth

api_key

Streaming

No

Data region

global

Protocol support

OpenClaw: self-declared

Requires: openclew, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/snapshot"
curl -s "https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/contract"
curl -s "https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

Rank

70

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "api_key"
  ],
  "requires": [
    "openclew",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/pfrederiksen/ghin-golf-tracker#input",
  "outputSchemaRef": "https://github.com/pfrederiksen/ghin-golf-tracker#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:41:30.700Z",
  "sourceUpdatedAt": "2026-02-24T19:41:30.700Z",
  "freshnessSeconds": 4440784
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T05:14:35.011Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "be",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:be|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Pfrederiksen",
    "href": "https://github.com/pfrederiksen/ghin-golf-tracker",
    "sourceUrl": "https://github.com/pfrederiksen/ghin-golf-tracker",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-03-01T06:02:01.972Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:41:30.700Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "api_key",
    "href": "https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:41:30.700Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/pfrederiksen/ghin-golf-tracker#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:41:30.700Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/pfrederiksen-ghin-golf-tracker/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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