bkit - Vibecoding Kit

PDCA methodology + AI coding assistant mastery for AI-native development

bkit is a Claude Code plugin that transforms how you build software with AI. It provides structured development workflows, automatic documentation, and intelligent code assistance through the PDCA (Plan-Do-Check-Act) methodology.

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What is Context Engineering?

Context Engineering is the systematic curation of context tokens for optimal LLM inference—going beyond simple prompt crafting to build entire systems that consistently guide AI behavior.

Traditional Prompt Engineering:
  "The art of writing good prompts"

Context Engineering:
  "The art of designing systems that integrate prompts, tools, and state
   to provide LLMs with optimal context for inference"

bkit is a practical implementation of Context Engineering, providing a systematic context management system for Claude Code.

bkit's Context Engineering Architecture

bkit implements Context Engineering through three interconnected layers:

| Layer | Components | Purpose | |-------|------------|---------| | Domain Knowledge | 21 Skills | Structured expert knowledge (phases, levels, specialized domains) | | | 11 Agents | Role-based constraints with model selection (opus/sonnet/haiku) | | | 86+ Functions | PDCA status, intent detection, ambiguity scoring, multi-feature context |