GitHub
wos-errors
Review and debug application errors. Shows recent errors from the database, analyzes stack traces, and helps fix issues. Use when you receive an error notification email or want to check for issues.
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amk92987 AI Skills
GitHub ↗Browse published AI skills maintained by amk92987. Compare skill descriptions and follow each source repository for setup instructions.
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Indexed skills
10Repository stars across indexed skills
0Repository forks
20Average repository stars per indexed skill
0Repository stars may repeat across skills from the same repository.
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GitHub
wos-test-ai
Run comprehensive AI and recommendation system tests. Creates test users at different game stages (Gen 10 dolphin, Gen 4 F2P, Gen 2 whale) with farm accounts, tests recommendations, lineups, and AI question rou...
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GitHub
wos-lineup-compare
Run lineup recommendation comparisons between Claude and OpenAI. Validates the lineup engine, identifies improvement areas, and builds training data for future fine-tuning.
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GitHub
wos-lineup
Build optimal Whiteout Survival lineups for specific events. Use when user asks about Bear Trap, Crazy Joe, SvS, garrison, rally, or arena compositions. Provides hero recommendations and troop ratios.
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GitHub
wos-research
Researches Whiteout Survival game data from verified tiered sources. Use when looking up building costs, troop stats, hero info, chief gear, war academy, or any game mechanics. Automatically selects the best so...
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GitHub
wos-upgrades
Access upgrade cost data for cost-aware recommendations. Use when user asks about upgrade costs, materials needed, ROI calculations, or "what do I need to reach X?". Uses tables-first data model with verified s...
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GitHub
wos-qa-review
Run comprehensive QA review on the web application. Checks for HTML rendering errors, encoding issues, broken features, and data display problems. Use after major changes or before releases.
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GitHub
wos-recommend
Generate hero upgrade recommendations based on user's profile, heroes, and priorities. Use when user asks what to upgrade, invest in, or prioritize. Uses rules-based logic with verified game data.
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GitHub
wos-joiner
Identify best rally joiner heroes from user's roster. Use when user asks about joining rallies, garrison defense, or which hero to put first when joining. Explains expedition skill mechanics.
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GitHub
wos-data-audit
Validate game data files against sources and cross-reference checks. Use to verify data accuracy, find inconsistencies, and ensure data integrity across all JSON files.
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.