summary dict | repositories list |
|---|---|
{
"generated_at": "2026-06-12 11:20:53 UTC",
"module": "CodeTruth Agent V3 — Module 1 — Repository Cognition Engine",
"total_repos": 69,
"scanned": 69,
"skipped": 0,
"discovery_100pct": 69,
"total_files_scanned": 441660,
"domains_covered": 39
} | [
{
"repo": "CodeTruthAgent",
"category": "CODE_GOVERNANCE",
"application_type": "CODE_GOVERNANCE",
"primary_framework": "None",
"total_files": 495,
"python_files": 1,
"discovery_score": "100%",
"classification_score": "75%",
"governance_gate": "APPROVED"
},
{
"repo": "Djan... |
Source Code
https://github.com/Zeeshan78699/CodeTruthAgent — tag v3.0.0-module1
CodeTruth Agent V3 — Module 1 Evaluation
Validation results for Module 1: Repository Cognition Engine — a deterministic, rule-based engine that scans a software repository and determines its application type, primary framework, technology stack, and file inventory.
What's in this dataset
FULL_DOMAIN_SUMMARY.md— summary table of all 69 validated repositoriesFULL_DOMAIN_SUMMARY.json/.csv— same data in structured form- 69 individual per-repository scan reports (
.md)
Validation Results
69 repositories scanned
69/69 = 100% discovery score
69/69 = correct application type
69/69 = correct primary framework (or correctly "No Framework Detected")
69/69 = governance gate APPROVED
0/69 = crashes
0/69 = skipped
57/69 = 100% classification score
12/69 = 75% classification score ("No Framework Detected" — correct
by design for non-Python system software)
39 distinct application types covered
441,660 total files scanned
35/35 unit tests pass
Repository sizes ranged from 35 files (python-sgp4) to 61,850 files (Zephyr RTOS), including non-Python repositories (Redis, Nginx, Go, Rust, U-Boot).
Notes
"No Framework Detected" is a genuine, correct result for repositories with no Python package framework dependency — it is not an error or a gap.
Source Code
github.com/Zeeshan78699/CodeTruthAgent — tag v3.0.0-module1
Author
Zeeshan Saud — Independent AI Researcher, UAE
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