🚀 T-Zero v3.0.16 — AST Context Reduction Engine for LLMs (%94 Token Savings & Zero-Leak)

⚡ Siber Akademi T-Zero Context Architect v3.0.16 (Release)

An enterprise-grade AST context reduction, 4-tier codebase topology engine, and zero-leak security guardrail for LLMs (Cursor, Claude, OpenAI, Antigravity IDE).

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📊 Real-World Benchmark Verification

Tested across real production repositories with 0 simulation:

• Raw File Size: 319 KB -> 19.2 KB (%93.98 Disk Savings)
• Raw Lines: 6,926 lines -> 464 lines (%93.30 AST Signature Compression)
• Token Count (GPT-4o / o1): 79,531 raw tokens -> 4,794 reduced tokens (%93.97 Net Token Savings)
• Polyglot Uniformity: Full support for Python, TypeScript, JavaScript, Go, Rust, Java, C#, C++.

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🛡️ What's New in v3.0.16

1. Interactive Security Audit Dialog:
   • Dedicated 900x620 luxury modal with real-time metric cards for Rules T-001 (Zero-Leak), T-002 (Architecture Boundaries), T-003 (AST Contracts), and T-004 (Code Smells).
   • Instant Markdown export and clipboard copying.
2. Canonical 4-Tier Context Architecture:
   • Tier T-1: Architecture Overview & Physical Topology
   • Tier T-2: Module Dependencies & Import Hierarchy
   • Tier T-3: Module Reference & Signatures (AST Contracts)
   • Tier T-4: T-Zero Guardrails & Algorithm Rules (T-001 to T-004)
3. 100% Green CI/CD:
   • 105 automated unit tests passing with zero errors.

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📦 Quick Install

\\�ash
pip install tzero-mcp
tzero --help
tzero-gui
\
Or download pre-compiled standalone Windows binaries below.