---

name: fetch-gameweek description: Fetches FPL Draft gameweek data and serves it locally for verification. Use when the user asks to fetch gameweek data, update FPL data, or get the latest gameweek results. Does NOT deploy to production. allowed-tools: Bash(python3:*), Read

FPL Gameweek Fetcher & Local Server

Fetches gameweek data from FPL API and serves it locally for verification BEFORE deployment.

Workflow

This skill follows a two-step workflow:

1. This skill: Fetch data → Serve locally → Verify
2. deploy-gameweek skill: Deploy to staging/production (separate)

What This Skill Does

1. Runs fetch_gameweek.py with the specified gameweek number
2. Fetches data from FPL Draft API
3. Generates all required CSV files:
   • final_results_gwX.csv or partial_results_gwX.csv
   • transfer_history.csv (cumulative)
   • players_gwX.csv (round points)
   • pl_gwX.csv (Pacific timezone)
4. Copies static files: fixture_list.csv, starting_draft.csv, draftdata25_26.xlsx
5. For final results only: Generates summaries automatically:
   • Runs generate_summary.py to create summary_gwX.csv
   • Runs generate_ai_summary.py to create ai_summary_gwX.md
6. Serves dashboard locally at http://localhost:8000 for verification

Usage Examples

Fetch Final Results (After GW Finishes)

User: "Fetch gameweek 18"

I will:

• Fetch final results with actual scores
• Generate summaries automatically
• Serve locally for you to verify

Fetch Partial Results (During GW)

User: "Fetch partial results for gameweek 18"

I will:

• Fetch current scores (or 0-0 if not started)
• Skip summary generation
• Serve locally for you to verify

Update Mid-Week

User: "Update gameweek 18"

I will:

• Re-fetch current scores
• Update all CSV files
• Serve locally

Commands I Execute

For Final Results

Copypython3 fetch_gameweek.py --gameweek <number>
python3 serve_dashboard.py

For Partial Results

Copypython3 fetch_gameweek.py --gameweek <number> --partial
python3 serve_dashboard.py

After This Skill Runs

You should:

1. Open browser: http://localhost:8000
2. Verify everything looks correct:
   • Match results are accurate
   • Player stats make sense
   • PL fixture times are right
   • AI summary (for final results) is good
3. If looks good: Say "deploy gameweek X" to push to production
4. If needs fixes: Make manual edits and re-run this skill

What Gets Generated

Always Generated

• Match results CSV (final or partial)
• transfer_history.csv - All transfers (cumulative from API)
• players_gwX.csv - Round points for this gameweek
• pl_gwX.csv - PL fixtures in Pacific time

Copied from Previous GW

• fixture_list.csv - League H2H fixtures
• starting_draft.csv - Draft order
• draftdata25_26.xlsx - Excel data file

Generated for Final Results Only

• summary_gwX.csv - Gameweek summary data
• ai_summary_gwX.md - AI-generated roast summary

Important Notes

• Local verification first: This skill does NOT deploy to production
• Partial results: Show 0-0 for matches that haven't started
• Team names: Always uses original names from fpl_config.json
• Bearer token: Must be valid in .env file (expires ~8 hours)
• AI summaries: Require Claude API key in .env

Next Step

After verifying locally, use the deploy-gameweek skill to push to staging/production.