fix-hand

Diagnose and fix hand analysis errors in AI Poker Wizard Supabase data.

7|2|Updated Feb 13, 2026

Search Tags:#ocr #debug #regression-test #poker #gto #hand-analysis

Ready to run

npx skills add https://github.com/a00012025/ai-poker-wizard --skill fix-hand

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: fix-hand
Source: https://github.com/a00012025/ai-poker-wizard/tree/main/.claude/skills/fix-hand
Command: npx skills add https://github.com/a00012025/ai-poker-wizard --skill fix-hand

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Hand analysis errors (OCR misparses, wrong GTO output, action mismatches, missing data) cause incorrect advice and frustrate users of the AI Poker Wizard.

Core Features & Use Cases

Systematic workflow: fetch snapshot, classify error, set expected, diagnose, fix, add regression test, verify.
Debug tools: temporary Python script, database queries, log inspection.
Use case: When a user reports “H2507 is KdQs” but the bot shows a different hand, run this skill to locate the bug, correct the code, and prevent future regressions.

Quick Start

Use the command /fix-hand H2507 hero_hand=KdQs to start debugging the specified hand.

Frequently Asked Questions about fix-hand

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I debug poker hand analysis errors like OCR misparses and action mismatches?▼

To fix hand analysis errors, you must access the Supabase database to fetch hand snapshots, execute temporary Python debugging scripts to inspect logs, and run verification scripts. This environment allows you to diagnose OCR misparses and action mismatches, apply code fixes, and prevent future regressions.

How do I fix incorrect GTO solver output and missing data in a poker hand snapshot?▼

Fixing incorrect GTO solver output and missing data requires inspecting database queries and execution logs to locate formatting bugs. You set the expected output, correct the parsing code, and add regression test updates to verify the hand snapshot analysis is accurate.

Do I need Supabase database access to diagnose AI Poker Wizard hand analysis bugs?▼

Yes, Supabase database access is required to diagnose AI Poker Wizard hand analysis bugs. The skill extracts stored hand snapshots from the database to compare expected outputs, inspect logs, and execute temporary Python debugging scripts for verifying code fixes and regression tests.

What is the best way to prevent poker hand analysis regressions after fixing an OCR parsing bug?▼

The best way to prevent poker hand analysis regressions is to add regression test updates immediately after applying code fixes. By executing temporary verification scripts against the Supabase snapshot, you ensure the OCR parsing bug is resolved and will not reoccur.

Why does my poker hand analysis show a wrong hero hand like KdQs instead of the expected cards?▼

A wrong hero hand display like KdQs indicates an OCR misparse or action mismatch within the hand snapshot. You must run debugging scripts to locate the formatting bug, correct the parsing code, and execute verification scripts to confirm the fix.