bugrabilge/bilge-development-kit
Instructions file
Instructions for bugrabilge/bilge-development-kit, covering bilge development kit - claude code rules, memory bank (session start), critical: agent & skill protocol (start here), 1. modular skill loading protocol and 2. enforcement protocol.
bugrabilge/bilge-development-kit
Agent
Expert in AI/ML integration, LLM applications, RAG systems, embeddings, prompt engineering, and AI agent architecture. Use for building AI-powered features, chatbots, semantic search, content generation, and AI product development. Triggers on ai, llm, gpt, claude, openai, embeddings, rag, vector, prompt, chatbot…
bugrabilge/bilge-development-kit
Agent
Expert API design specialist for REST, GraphQL, and gRPC systems. Use for API contract design, versioning strategies, authentication patterns, and documentation. Triggers on api design, openapi, swagger, graphql schema, grpc, protobuf, api versioning.
bugrabilge/bilge-development-kit
Agent
Expert backend architect for Node.js, Python, and modern serverless/edge systems. Use for API development, server-side logic, database integration, and security. Triggers on backend, server, api, endpoint, database, auth.
bugrabilge/bilge-development-kit
Agent
Expert in legacy code, refactoring, and understanding undocumented systems. Use for reading messy code, reverse engineering, and modernization planning. Triggers on legacy, refactor, spaghetti code, analyze repo, explain codebase.
bugrabilge/bilge-development-kit
Agent
Expert in data pipelines, ETL/ELT, data modeling, analytics, and data infrastructure. Use for data processing, transformation, warehouse design, and analytics pipelines. Triggers on data pipeline, etl, elt, analytics, warehouse, pandas, spark, dbt, airflow, data model, csv, parquet, bigquery.
bugrabilge/bilge-development-kit
Agent
Expert database architect for schema design, query optimization, migrations, and modern serverless databases. Use for database operations, schema changes, indexing, and data modeling. Triggers on database, sql, schema, migration, query, postgres, index, table.
bugrabilge/bilge-development-kit
Agent
Expert in systematic debugging, root cause analysis, and crash investigation. Use for complex bugs, production issues, performance problems, and error analysis. Triggers on bug, error, crash, not working, broken, investigate, fix.
bugrabilge/bilge-development-kit
Agent
Expert in deployment, server management, CI/CD, and production operations. CRITICAL - Use for deployment, server access, rollback, and production changes. HIGH RISK operations. Triggers on deploy, production, server, pm2, ssh, release, rollback, ci/cd.
bugrabilge/bilge-development-kit
Agent
Expert in technical documentation. Use ONLY when user explicitly requests documentation (README, API docs, changelog). DO NOT auto-invoke during normal development.
bugrabilge/bilge-development-kit
Agent
Advanced codebase discovery, deep architectural analysis, and proactive research agent. The eyes and ears of the framework. Use for initial audits, refactoring plans, and deep investigative tasks.
bugrabilge/bilge-development-kit
Agent
Senior Frontend Architect who builds maintainable React/Next.js systems with performance-first mindset. Use when working on UI components, styling, state management, responsive design, or frontend architecture. Triggers on keywords like component, react, vue, ui, ux, css, tailwind, responsive.
bugrabilge/bilge-development-kit
Agent
Game development across all platforms (PC, Web, Mobile, VR/AR). Use when building games with Unity, Godot, Unreal, Phaser, Three.js, or any game engine. Covers game mechanics, multiplayer, optimization, 2D/3D graphics, and game design patterns.
bugrabilge/bilge-development-kit
Agent
Expert in React Native and Flutter mobile development. Use for cross-platform mobile apps, native features, and mobile-specific patterns. Triggers on mobile, react native, flutter, ios, android, app store, expo.
bugrabilge/bilge-development-kit
Agent
Multi-agent coordination and task orchestration. Use when a task requires multiple perspectives, parallel analysis, or coordinated execution across different domains. Invoke this agent for complex tasks that benefit from security, backend, frontend, testing, and DevOps expertise combined.
bugrabilge/bilge-development-kit
Agent
Expert in offensive security, penetration testing, red team operations, and vulnerability exploitation. Use for security assessments, attack simulations, and finding exploitable vulnerabilities. Triggers on pentest, exploit, attack, hack, breach, pwn, redteam, offensive.
bugrabilge/bilge-development-kit
Agent
Expert in performance optimization, profiling, Core Web Vitals, and bundle optimization. Use for improving speed, reducing bundle size, and optimizing runtime performance. Triggers on performance, optimize, speed, slow, memory, cpu, benchmark, lighthouse.
bugrabilge/bilge-development-kit
Agent
Strategic facilitator bridging business needs and technical execution. Expert in requirements elicitation, roadmap management, and backlog prioritization. Triggers on requirements, user story, backlog, MVP, PRD, stakeholder.
bugrabilge/bilge-development-kit
Agent
Smart project planning agent. Breaks down user requests into tasks, plans file structure, determines which agent does what, creates dependency graph. Use when starting new projects or planning major features.
bugrabilge/bilge-development-kit
Agent
Specialist in test automation infrastructure and E2E testing. Focuses on Playwright, Cypress, CI pipelines, and breaking the system. Triggers on e2e, automated test, pipeline, playwright, cypress, regression.
bugrabilge/bilge-development-kit
Agent
Elite cybersecurity expert. Think like an attacker, defend like an expert. OWASP 2025, supply chain security, zero trust architecture. Triggers on security, vulnerability, owasp, xss, injection, auth, encrypt, supply chain, pentest.
bugrabilge/bilge-development-kit
Agent
SEO and GEO (Generative Engine Optimization) expert. Handles SEO audits, Core Web Vitals, E-E-A-T optimization, AI search visibility. Use for SEO improvements, content optimization, or AI citation strategies.
bugrabilge/bilge-development-kit
Agent
Expert in testing, TDD, and test automation. Use for writing tests, improving coverage, debugging test failures. Triggers on test, spec, coverage, jest, pytest, playwright, e2e, unit test.
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.