CodeTruth Agent V3

What It Does

Before an AI agent modifies a codebase, it must answer two questions deterministically:

Question 1: What is this repository?      ← Module 1
Question 2: What calls what inside it?    ← Module 2

No AI models. No guessing. Pure static analysis with governed, evidence-based decisions.

Pipeline

Repository
    ↓
Module 1 — Repository Cognition Engine
    Domain: ENERGY_SYSTEM / AEROSPACE / FINANCE / MEDICAL ...
    Framework: pandapower / pyNastran / CCXT / PyDICOM
    Gate: APPROVED / REVIEW_REQUIRED / BLOCKED
    ↓ (if APPROVED)
Module 2 — Repository Graph Intelligence
    Call graph: 1,916,272 calls resolved
    Deep Resolution: 394,796 additional (+25.9%)
    Language adapters: Python / SQL / C# / Go
    ↓
Module 3 — Repository Reasoning Engine (in progress)
    Data flow tracing / Return type inference

Validation — Module 1

Validation — Module 2

11-Domain Cross-Validation

fastapi     API_SERVICE                      FastAPI      ✅
pytorch     ML_PIPELINE                      PyTorch      ✅
django      WEB_APPLICATION                  Django       ✅
biopython   SCIENTIFIC_COMPUTING             BioPython    ✅
OpenMDAO    AEROSPACE_STRUCTURAL_SIMULATION  OpenMDAO     ✅
lasio       WELL_LOGGING                     Lasio        ✅
welleng     DRILLING_SYSTEM                  welleng      ✅
ccxt        FINANCE_SYSTEM                   CCXT         ✅
pandapower  ENERGY_SYSTEM                    pandapower   ✅
poliastro   SPACE_SYSTEM                     poliastro    ✅
pydicom     MEDICAL_SYSTEM                   PyDICOM      ✅

How to Run

git clone https://github.com/Zeeshan78699/CodeTruthAgent
cd CodeTruthAgent
python -m venv .venv
.venv\Scripts\activate  # Windows
pip install -r requirements.txt

# Module 1 only
python run_m1.py "C:\repos\your_repo"

# Module 2 only
python run_m2.py "C:\repos\your_repo"

# Full pipeline
python pipeline.py "C:\repos\your_repo"

DOIs

Status

Module 1 — Repository Cognition     ✅ COMPLETE  FROZEN
Module 2 — Repository Graph Intel   ✅ COMPLETE  FROZEN
Module 3 — Repository Reasoning     🔄 IN PROGRESS
Modules 4-6                         📋 PLANNED

CodeTruth Agent V3 — github.com/Zeeshan78699/CodeTruthAgent