Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

personjakexiaoNo key required

knowledge-2-web

Transform the content of knowledge articles into beautiful interactive web pages, automatically generate illustrations, suitable for various knowledge topics such as history, science, and culture.

download8deployed_codestar0
personjakexiaoNo key required

context-manager

Expert in managing the "Memory" of AI systems. Specializes in Vector Databases (RAG), Short/Long-term memory architectures, and Context Window optimization. Use when designing AI memory systems, optim…

download8deployed_codestar51
personjakexiaoNo key required

self-optimization

SONA self-optimizing neural architecture with ReasoningBank trajectory learning, EWC++ anti-forgetting, and reinforcement learning feedback loops.

download8deployed_codestar460
personjakexiaoNo key required

calibration-trainer

Probability calibration training skill for improving forecast accuracy and reducing overconfidence

download8deployed_codestar459
personjakexiaoNo key required

route-optimization-engine

AI-powered route planning and optimization skill using advanced algorithms (VRP, TSP) to minimize transportation costs, reduce delivery times, and maximize vehicle utilization

download8deployed_codestar459
personjakexiaoNo key required

agent-organizer

Expert in designing, orchestrating, and managing multi-agent systems (MAS). Specializes in agent collaboration patterns, hierarchical structures, and swarm intelligence. Use when building agent teams,…

download8deployed_codestar51
personjakexiaoNo key required

error-coordinator

Expert in making multi-agent systems resilient. Specializes in detecting loops, hallucinations, and failures, and implementing self-healing workflows. Use when designing error handling for agent syste…

download8deployed_codestar51
personjakexiaoNo key required

agent-swarm-orchestrator

Designs multi-agent systems with coordinated agent swarms, task distribution, inter-agent communication, and emergent collective behavior.

download8deployed_codestar4
personjakexiaoNo key required

shap-explainer

SHAP-based model explainability skill for feature attribution, summary plots, and interaction analysis.

download8deployed_codestar459
personjakexiaoNo key required

monte-carlo-engine

Monte Carlo simulation engine skill for probabilistic modeling, risk quantification, and uncertainty propagation

download8deployed_codestar459
personjakexiaoNo key required

ai-engineer

Expert in building comprehensive AI systems, integrating LLMs, RAG architectures, and autonomous agents into production applications. Use when building AI-powered features, implementing LLM integratio…

download8deployed_codestar51
personjakexiaoNo key required

knowledge-synthesizer

Expert in aggregating, processing, and synthesizing information from multiple sources into coherent insights. Use when building knowledge graphs, ontologies, RAG systems, or extracting insights across…

download8deployed_codestar51
personjakexiaoNo key required

gemini-imagegen

This skill should be used when generating and editing images using the Gemini API (Nano Banana Pro). It applies when creating images from text prompts, editing existing images, applying style transfer…

download8deployed_codestar0
personjakexiaoNo key required

mem0-integration

Mem0 memory layer integration for AI agents. Implement persistent, semantic memory for long-term context retention and personalization.

download8deployed_codestar460
personjakexiaoNo key required

pytorch-trainer

PyTorch model training skill with custom training loops, gradient management, and GPU optimization.

download8deployed_codestar459