Compile Any Repository Into Your Exact Token Budget

Unlike naive concatenation tools (repomix, gitingest), ContextCraft parses the AST, scores architectural centrality via Personalized PageRank, and solves a Multiple-Choice Knapsack Problem across 4 resolution tiers (FULL, SKEL, SIGS, TREE).

Local Repo Path or GitHub URL

Personalized PageRank Focus Query (--focus)

Strict Token Budget (--budget)

Quick Budgets: Scrub API Keys & Secrets

Compression Ratio

Strict Token Budget

AST Fidelity Tiers

Security & Latency

Compiled LLM Context Artifact

Personalized PageRank & Fidelity Assignment

File	Tier	PageRank	Tokens