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Copilot AI commented Dec 15, 2025

Implements modular Python automation for GLOBAL SPORTS WATCH that processes contributor RSS feeds, generates AI-optimized summaries via Gemini Flash (with OpenAI fallback), and applies tier-based XML overlays for Ko-fi monetization.

Core Implementation

auto_post.py (554 lines, 7 classes)

  • GeminiClient / OpenAIClient - Dual AI providers with automatic failover on incomplete output (validates len(summary) > MIN_SUMMARY_LENGTH)
  • RSSParser - Extracts posts and Ko-fi tier metadata (free/bronze/silver/gold) from feed tags
  • XMLTemplateGenerator - Generates tier-specific overlays with watermark/ad settings per TIER_CONFIG
  • AuditLogger - JSON logging to publishing_audit.json for monetization attribution

Tier-based monetization matrix:

TIER_CONFIG = {
    'free':   {'overlay': 'basic',    'watermark': True,  'ads_enabled': True,  'priority': 4},
    'bronze': {'overlay': 'standard', 'watermark': True,  'ads_enabled': True,  'priority': 3},
    'silver': {'overlay': 'premium',  'watermark': False, 'ads_enabled': False, 'priority': 2},
    'gold':   {'overlay': 'elite',    'watermark': False, 'ads_enabled': False, 'priority': 1}
}

Configuration & Automation

  • GitHub Secrets integration - Loads GEMINI_API_KEY, OPENAI_API_KEY, RSS_FEED_URL via environment
  • .github/workflows/auto-post.yml - Scheduled execution every 6 hours with artifact upload
  • Configurable limits - MAX_RSS_ENTRIES env var controls batch size (default: 10)

Testing & Documentation

  • test_auto_post.py - 6 validation categories (dependencies, imports, class instantiation, XML generation)
  • docs/AUTO_POST_GUIDE.md - Technical reference with GitHub Actions setup
  • docs/REVENUE_STRATEGY.md - Monetization analysis ($500-7k/month potential, 2500%+ ROI)
  • QUICK_START.md - 5-minute setup workflow

Example Usage

from auto_post import AutoPoster, APIConfig

config = APIConfig()  # Loads from environment
poster = AutoPoster(config)
poster.process_posts()  # Fetches RSS, generates summaries, creates XML overlays

Output artifacts:

  • overlay_{tier}_{timestamp}.xml - Tier-specific templates
  • publishing_audit.json - Structured action log with monetization flags
  • auto_post_audit.log - Console output

Security

  • CodeQL: 0 vulnerabilities
  • GitHub Actions permissions scoped to contents: read
  • No hardcoded credentials (all via os.getenv)
Original prompt

This section details on the original issue you should resolve

<issue_title>Gemini-Powered Auto-Posting Script with OpenAI Fallback</issue_title>
<issue_description>Scaffold a modular auto_post.py script for GLOBAL SPORTS WATCH that:

  • Loads Gemini API key securely via GitHub Secrets
  • Parses RSS feed for contributor-submitted sports content
  • Applies XML overlay templates based on Ko-fi tier
  • Uses Gemini Flash for branded summaries and thumbnails
  • Falls back to OpenAI if Gemini fails or returns incomplete output
  • Logs publishing actions for audit tracking and monetization flags

This module supports contributor empowerment, tier-based publishing logic, and automated syndication across RSS, Ko-fi, and external channels.
</issue_description>

<agent_instructions>Act as a business builder and conversion-focused growth engineer.

Primary Goal:
Turn this website into a revenue-generating asset as quickly as possible using affiliate marketing and automation.

Monetization Strategy:

  • Design the site to drive clicks and sign-ups for affiliate offers (priority: high-commission, high-intent offers).
  • Place affiliate links above the fold and within high-conversion sections (hero, comparison tables, CTAs).
  • Optimize copy for buyer and action intent, not generic information.

Website Implementation:

  • Add clear landing sections that explain the value in simple language.
  • Build trust elements (benefits, FAQs, social proof placeholders, risk disclaimers).
  • Create conversion-focused layouts: product cards, feature comparisons, and strong call-to-action buttons.
  • Ensure fast load speed and mobile-first design.

Traffic & Growth:

  • Structure pages for SEO targeting long-tail, high-intent keywords.
  • Prepare the site for easy content scaling (blog posts, reviews, comparisons).
  • Add basic analytics or tracking hooks for clicks and conversions.

Automation:

  • Automate repetitive content or layout patterns.
  • Make it easy to add new affiliate offers without redesigning the site.
  • Keep maintenance minimal and costs near zero.

Decision Rules:

  • Prioritize revenue impact over visual perfection.
  • Avoid features that don’t directly support conversions.
  • Explain how each change contributes to making money.

Deliverables:

  • Open a pull request with production-ready changes.
  • Include a brief revenue strategy summary in the PR description.
  • List next monetization steps after deployment.

Constraints:

  • No paid tools or services.
  • No policy violations or misleading claims.
  • Keep implementation simple, scalable, and compliant.</agent_instructions>

Comments on the Issue (you are @copilot in this section)


✨ Let Copilot coding agent set things up for you — coding agent works faster and does higher quality work when set up for your repo.

Copilot AI and others added 6 commits December 15, 2025 06:36
Co-authored-by: xpertforextradeinc <199333163+xpertforextradeinc@users.noreply.github.com>
Co-authored-by: xpertforextradeinc <199333163+xpertforextradeinc@users.noreply.github.com>
Co-authored-by: xpertforextradeinc <199333163+xpertforextradeinc@users.noreply.github.com>
Co-authored-by: xpertforextradeinc <199333163+xpertforextradeinc@users.noreply.github.com>
Co-authored-by: xpertforextradeinc <199333163+xpertforextradeinc@users.noreply.github.com>
Co-authored-by: xpertforextradeinc <199333163+xpertforextradeinc@users.noreply.github.com>
Copilot AI changed the title [WIP] Add Gemini-powered auto-posting script with OpenAI fallback Add Gemini-powered auto-posting script with OpenAI fallback for sports content automation Dec 15, 2025
@xpertforextradeinc xpertforextradeinc marked this pull request as ready for review December 15, 2025 07:33
Copilot AI review requested due to automatic review settings December 15, 2025 07:33
@xpertforextradeinc xpertforextradeinc merged commit e494056 into copilot/enhance-homepage-affiliate-products Dec 15, 2025
1 check failed
@xpertforextradeinc xpertforextradeinc requested review from xpertforextradeinc and removed request for Copilot December 15, 2025 07:33
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2 participants