bugrabilge/bilge-development-kit

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring. Covers evaluation frameworks, benchmark design, metrics collection, A/B testing, and continuous evaluation pipelines for AI agent systems.

bugrabilge/bilge-development-kit

Skill Claude CodeCodex needs its repo

Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling. Includes agent performance optimization workflows.

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s...

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar...

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Build production-ready LLM applications, advanced RAG systems, and.

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ...

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov...

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.

bugrabilge/bilge-development-kit

Skill Claude Code

You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development.

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Use when working with code refactoring context restore.

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Build scalable data pipelines, modern data warehouses, real-time streaming, data quality frameworks, and data-driven feature development. Implements Apache Spark, dbt, Airflow, Great Expectations, and cloud-native data platforms. Use PROACTIVELY for data pipeline design, analytics infrastructure, data quality, or…

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Expert data scientist for advanced analytics, machine learning, and.

bugrabilge/bilge-development-kit

Skill Claude CodeCodex needs its repo

Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ...

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and.

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ...

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Execute Hugging Face Hub operations using the hf CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput...

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Automatic agent selection and intelligent task routing. Analyzes user requests and automatically selects the best specialist agent(s) without requiring explicit user mentions.

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Design LLM applications using LangChain and LangGraph frameworks with agents, memory, tool integration, state management, and production deployment patterns. Covers LangChain 0.1+ and LangGraph APIs.

bugrabilge/bilge-development-kit

Skill Claude CodeCodex

Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug...