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Rag Evaluation
Comprehensive guide to evaluating Retrieval-Augmented Generation systems,
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Skill Directory
AI Skill Directory
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
personjakexiaoAPI key: unconfirmed
Anti-Bloat Checklist
Checklist for detecting and removing bloat in context, prompts, and responses to reduce token cost and improve signal-to-noise ratio
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personjakexiaoAPI key: unconfirmed
High Performance Inference
High Performance Inference focuses on optimizing ML model serving infrastructure
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personjakexiaoAPI key: unconfirmed
Thai Nlp Text Processing
Thai language presents unique challenges: no word boundaries, context-dependent
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personjakexiaoAPI key: unconfirmed
Model Interpretability Algorithmic Auditing
This skill covers the implementation of explainable AI techniques to
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personjakexiaoAPI key: unconfirmed
ai-chat
Build a complete AI chat application with database persistence, chat list management, and automatic title generation.
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personjakexiaoAPI key: unconfirmed
cognitive-bias-detection
Apply cognitive bias detection whenever the user (or Claude itself) is making an evaluation, recommendation, or decision that could be silently distorted by systematic thinking errors. Triggers on phr…
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personjakexiaoAPI key: unconfirmed
AI Security Engineer
AI Security Engineer focused on preventing prompt injection, data exfiltration, and model abuse in LLM-enabled products.
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personjakexiaoAPI key: unconfirmed
Prompting Patterns
Prompt engineering is the art of crafting effective prompts to get desired
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personjakexiaoAPI key: unconfirmed
Summarization Rules (Evidence First)
Evidence-first summarization rules - start with evidence/data before conclusions, reducing tokens and increasing credibility
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personjakexiaoAPI key: unconfirmed
On Device Model Training
On-Device Model Training enables training and updating machine learning
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personjakexiaoAPI key: unconfirmed
Federated Learning Homomorphic
This skill covers the implementation of privacy-preserving machine learning
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personjakexiaoAPI key: unconfirmed
Multimodal Content Factory
This skill covers the implementation of automated generative media pipelines
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personjakexiaoAPI key: unconfirmed
new-project
Build a new AI agent with Olakai monitoring from scratch — project setup, SDK integration, KPI configuration, and end-to-end validation
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personjakexiaoAPI key: unconfirmed
iblipper
Generate kinetic typography animations for expressive agent-to-human communication. Use when you want to communicate with visual flair - animated text for announcements, alerts, greetings, dramatic re…
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personjakexiaoAPI key: unconfirmed
behavioral-modes
AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.
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personjakexiaoAPI key: unconfirmed
Retrieval Quality
Retrieval quality is critical for RAG systems. Bad retrieval leads to
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Drift Detection Retraining
Drift Detection and Retraining is practice of continuously monitoring
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personjakexiaoAPI key: unconfirmed
Agentic Ai Frameworks
Agentic AI Frameworks provide foundation for building autonomous AI agents
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personjakexiaoAPI key: unconfirmed
Spiking Neural Networks
This skill covers the implementation of neuromorphic computing systems
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personjakexiaoAPI key: unconfirmed
ai-agent-workflow
Build resumable multi-agent workflows with durable execution, tool loops, and automatic stream recovery on client reconnection.
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personjakexiaoAPI key: unconfirmed
effect-ai
This skill should be used when the user asks about "Effect AI", "@effect/ai", "LLM integration", "AI tool use", "AI execution planning", "building AI agents", "AI providers", "structured AI output", "…
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personjakexiaoAPI key: unconfirmed
ai-creative-strategist
Research-powered creative strategy with visual previews. Use when you need to figure out WHAT to create before creating it. Researches competitors, captures references, generates visual direction prev…
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personjakexiaoAPI key: unconfirmed
bio-epitranscriptomics-modification-visualization
Create metagene plots and browser tracks for RNA modification data. Use when visualizing m6A distribution patterns around genomic features like stop codons.
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