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v0.1.0 — Sub-50ms Neuro-Symbolic Verification Oracle for AI Coding Agents

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@wahyuzero wahyuzero released this 26 Sep 14:54
· 2 commits to 8d1554ac5019cea53277d7b16e6143030cc96839 since this release

Code Oracle v0.1.0

Official initial release of Code Oracle, the sub-50ms neuro-symbolic verification oracle for AI coding agents.

Highlights & Capabilities

  • Multi-Language AST Topology: Full support for Python, TypeScript/JavaScript, Go, and Rust using unified Tree-sitter AST extractors.
  • Deterministic Symbolic Gate: Tarjan's strongly connected components (SCC) cycle detection and interface contract invariance with sub-25ms hard-veto fast-fail.
  • Tyranid-BERT Decision Model: Quantized 164M INT8 ModernBERT multi-task model on ONNX Runtime CPU (wxsys/tyranid-bert on Hugging Face).
  • Static Dead Code Scanner: Reachability analysis identifying 0-in-degree orphan functions and unreferenced symbols (code-oracle dead-code).
  • Performance Anti-Pattern Linter: Detects (N^2)$ nested loops, unclosed resource handles, and async event-loop blocking (code-oracle perf-lint).
  • Lean FastMCP Server: Single-tool verify_patch interface (< 100 context tokens) designed for Claude Code, Cursor, and Antigravity.
  • Git Pre-Commit Hook: Automatic repo verification before commit with emergency bypass toggle (code-oracle hook).

Installation

# Install core package from wheel or PyPI
pip install code-oracle

# Install with neural ONNX Runtime acceleration
pip install "code-oracle[neural]"

Assets

  • code_oracle-0.1.0-py3-none-any.whl (Pure Python wheel)
  • code_oracle-0.1.0.tar.gz (Source distribution)

Full Changelog: https://github.com/wahyuzero/code-oracle/commits/v0.1.0

Full Changelog: https://github.com/wahyuzero/code-oracle/commits/v0.1.0

Full Changelog: https://github.com/wahyuzero/code-oracle/commits/v0.1.0

Full Changelog: https://github.com/wahyuzero/code-oracle/commits/v0.1.0