github-stats-spark

Summary

Based on the comprehensive README, here's a detailed technical summary of the GitHub repository: Stats Spark is an advanced GitHub analytics platform designed to automate and visualize developer activity and repository insights through intelligent data processing and AI-powered analysis. The project leverages Python as its primary language, integrating multiple technologies like PyGithub for GitHub data retrieval, svgwrite for visualization generation, and Claude Haiku AI for generating technical repository summaries. Its architecture emphasizes modular design, with a robust GitHub Actions workflow that automatically updates statistics daily, providing developers and teams with comprehensive, dynamically generated insights into coding patterns, repository health, and technical contributions. Key technical highlights include: - Automated SVG profile statistics generation with a unique "Spark Score" metric - AI-powered repository analysis using enterprise-grade language models - Intelligent caching and rate-limit handling for GitHub API interactions - Mobile-first interactive dashboard with responsive, touch-optimized design - Comprehensive reporting with GitHub-flavored markdown and embedded visualizations The project's innovative approach combines data visualization, machine learning, and GitHub metadata analysis to create a powerful tool for developers seeking deep insights into their coding activities. Its modular, extensible architecture and focus on performance (sub-3-minute analysis for 50+ repositories) make it a compelling solution for individual developers, technical leaders, and open-source maintainers looking to understand and showcase their technical contributions.

Snapshot

Stars

0

Forks

0

Watchers

0

Spark score

87.9

Rank

#1

Commit velocity

39.3/mo

Recent commits

118 (90d)

Total commits

118

Last commit

Jan 19, 2026

Last push

Jan 19, 2026

Created

Dec 28, 2025

Updated

Jan 19, 2026

Age

21 days

Days since push

0 days

Repo size

10,692 KB

Languages

5

Dependencies

9

Outdated deps

0

All metrics

age_days

21

avg_commit_size

N/A

commit_history

{
  "repository_name": "github-stats-spark",
  "total_commits": 118,
  "recent_90d": 118,
  "recent_180d": 118,
  "recent_365d": 118,
  "last_commit_date": "2026-01-19T05:24:04+00:00",
  "patterns": [
    "highly_active",
    "recently_updated",
    "accelerating"
  ],
  "commit_frequency": 39.33,
  "consistency_score": 0,
  "activity_rate": 1.311,
  "days_since_last_commit": 0,
  "first_commit_date": "2025-12-28T17:01:51+00:00"
}

commit_metrics

N/A

commit_velocity

39.33

composite_score

87.87

created_at

2025-12-28T17:01:51+00:00

days_since_last_push

0

description

A GitHub Stats for Profile README.md

first_commit_date

2025-12-28T17:01:51+00:00

forks

0

has_readme

true

is_fork

false

is_private

false

language

Python

language_count

5

language_stats

{}

languages

{}

largest_commit

N/A

last_commit_date

2026-01-19T05:24:04+00:00

name

github-stats-spark

pushed_at

2026-01-19T05:25:59+00:00

rank

1

recent_commits_90d

118

size_kb

10692

smallest_commit

N/A

stars

0

tech_stack

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  "repository_name": "github-stats-spark",
  "languages": {},
  "frameworks": [],
  "dependencies": [
    {
      "name": "PyGithub",
      "current_version": "2.1.1",
      "latest_version": null,
      "ecosystem": "pypi",
      "versions_behind": 0,
      "is_outdated": false,
      "status": "unknown"
    },
    {
      "name": "PyYAML",
      "current_version": "6.0.1",
      "latest_version": null,
      "ecosystem": "pypi",
      "versions_behind": 0,
      "is_outdated": false,
      "status": "unknown"
    },
    {
      "name": "svgwrite",
      "current_version": "1.4.3",
      "latest_version": null,
      "ecosystem": "pypi",
      "versions_behind": 0,
      "is_outdated": false,
      "status": "unknown"
    },
    {
      "name": "requests",
      "current_version": "2.31.0",
      "latest_version": null,
      "ecosystem": "pypi",
      "versions_behind": 0,
      "is_outdated": false,
      "status": "unknown"
    },
    {
      "name": "python-dateutil",
      "current_version": "2.8.2",
      "latest_version": null,
      "ecosystem": "pypi",
      "versions_behind": 0,
      "is_outdated": false,
      "status": "unknown"
    },
    {
      "name": "anthropic",
      "current_version": "0.40.0",
      "latest_version": null,
      "ecosystem": "pypi",
      "versions_behind": 0,
      "is_outdated": false,
      "status": "unknown"
    },
    {
      "name": "tenacity",
      "current_version": "9.0.0",
      "latest_version": null,
      "ecosystem": "pypi",
      "versions_behind": 0,
      "is_outdated": false,
      "status": "unknown"
    },
    {
      "name": "packaging",
      "current_version": "23.0",
      "latest_version": null,
      "ecosystem": "pypi",
      "versions_behind": 0,
      "is_outdated": false,
      "status": "unknown"
    },
    {
      "name": "tomli",
      "current_version": "2.0.0;",
      "latest_version": null,
      "ecosystem": "pypi",
      "versions_behind": 0,
      "is_outdated": false,
      "status": "unknown"
    }
  ],
  "version_info": {},
  "dependency_file_type": "requirements.txt",
  "currency_score": 50,
  "outdated_count": 0,
  "total_dependencies": 9,
  "primary_language": null,
  "language_diversity": 0,
  "outdated_percentage": 0
}

total_commits

118

updated_at

2026-01-19T05:26:03+00:00

url

https://github.com/markhazleton/github-stats-spark

watchers

0