By sethdford
Token-efficient code analysis - 95% savings through 5-layer analysis (AST, Call Graph, CFG, DFG, PDG)
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npx claudepluginhub sethdford/claude-toolkit --plugin tldrQA skills for api-testing domain.
Master architecture communication: C4 models, RFCs, presentations, and documentation. Align stakeholders and explain architectural decisions.
Prioritization frameworks, roadmapping, and trade-off decision-making.
Design patterns, data structures, algorithms, concurrency patterns, functional patterns, reactive patterns, state management, and resource management.
Establish architecture governance, design fitness functions, manage tech debt, and ensure compliance. Build sustainable architecture practices.
Open-source, local-first Claude Code plugin for token reduction, context compression, and cost optimization using hybrid RAG retrieval (BM25 + vector search), reranking, AST-aware chunking, and compact context packets.
AST-powered code compression for LLMs. Send 89% fewer tokens, get the same understanding. Parses your code with tree-sitter, keeps the signal, drops the noise.
Explain code with one-sentence summary, mental model, ASCII diagram, and modification guide.
Fast and token-friendly code reading for AI coding agents. Symbol-aware MCP tools that replace cat/grep with ~85% fewer tokens, sub-millisecond search, and a raw fallback that preserves cat/grep parity byte-for-byte.
AST knowledge graph for intelligent code navigation — auto-indexes your codebase and provides semantic search, call graph traversal, HTTP route tracing, and impact analysis via MCP tools
Explain complex code and annotate files with inline documentation