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300 skills (repositories by Winbda) · sorted by popularity

Build AI output validation systems with guardrails. TRIGGERS - Use when user needs help with ai-output-validator related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build AI orchestration pipelines with routing. TRIGGERS - Use when user needs help with ai-orchestration-pipeline related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Design feature stores for ML systems. TRIGGERS - Use when user needs help with ai-feature-store related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build AI customer feedback analysis systems. TRIGGERS - Use when user needs help with ai-feedback-analyzer related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build feature flag systems for AI features. TRIGGERS - Use when user needs help with ai-feature-flag-system related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build AI fallback systems with model routing. TRIGGERS - Use when user needs help with ai-fallback-system related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build AI FAQ generation systems. TRIGGERS - Use when user needs help with ai-faq-generator related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build hybrid search systems combining semantic and keyword. TRIGGERS - Use when user needs help with ai-hybrid-search related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build feedback collection for AI outputs. TRIGGERS - Use when user needs help with ai-feedback-collector related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build experiment tracking systems for AI. TRIGGERS - Use when user needs help with ai-experiment-tracker related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build explainability tools for AI decisions. TRIGGERS - Use when user needs help with ai-explainability-tool related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build AI expense categorization. TRIGGERS - Use when user needs help with ai-expense-categorizer related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Design AI-to-human escalation systems. TRIGGERS - Use when user needs help with ai-escalation-system related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build entity extraction systems for structured data from text. TRIGGERS - Use when user needs help with ai-entity-extractor related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Design AI evaluation frameworks with benchmarks. TRIGGERS - Use when user needs help with ai-eval-framework related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Create evaluation frameworks for AI outputs with rubrics and scoring. TRIGGERS - Use when user needs help with ai-evaluation-framework related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build AI grant writing assistance systems. TRIGGERS - Use when user needs help with ai-grant-writer-system related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build AI data extraction pipelines. TRIGGERS - Use when user needs help with ai-extraction-pipeline related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Design AI feedback loops for continuous improvement. TRIGGERS - Use when user needs help with ai-feedback-loop related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build DPO training pipelines for AI alignment. TRIGGERS - Use when user needs help with ai-dpo-trainer related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build AI documentation generation systems. TRIGGERS - Use when user needs help with ai-documentation-gen related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build AI tutoring systems with adaptive learning. TRIGGERS - Use when user needs help with ai-education-tutor related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Build AI demand forecasting systems. TRIGGERS - Use when user needs help with ai-demand-forecaster related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026

Write AI disclosure policies for transparency with customers and stakeholders. TRIGGERS - Use when user needs help with ai-disclosure-policy related tasks.

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Winbda/claude-skills-collection4Updated Apr 6, 2026