ZeeshanSaud/CodeTruthAgent-V3-Module1-Evaluation
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 repositories… See the full description on the dataset page: https://huggingface.co/datasets/ZeeshanSaud/CodeTruthAgent-V3-Module1-Evaluation.
0248
1# CodeTruth Agent V3 — Module 1
2# Full Domain Scan Summary
3
4**Generated:** 2026-06-12 11:20:53 UTC
5
6**69 repositories | 39 application types | 441,660 files scanned**
7**69/69 discovery = 100% | 57/69 classification = 100% | 0 skipped**
8
9---
10
11### API_SERVICE (1 repo)
12
13| Repo | Framework | Files | Discovery | Classification |
14|---|---|---:|---:|---:|
15| FastAPI | FastAPI | 2,945 | 100% | 100% |
16
17### AUDIO_PROCESSING (2 repos)
18
19| Repo | Framework | Files | Discovery | Classification |
20|---|---|---:|---:|---:|
21| Whisper | Whisper | 42 | 100% | 100% |
22| librosa | librosa | 189 | 100% | 100% |
23
24### BLOCKCHAIN_NODE (2 repos)
25
26| Repo | Framework | Files | Discovery | Classification |
27|---|---|---:|---:|---:|
28| py-evm | Web3.py | 504 | 100% | 100% |
29| solana-py | Solana | 124 | 100% | 100% |
30
31### CAD_SYSTEM (2 repos)
32
33| Repo | Framework | Files | Discovery | Classification |
34|---|---|---:|---:|---:|
35| FreeCAD | No Framework Detected | 12,900 | 100% | 75% |
36| LibreCAD | No Framework Detected | 4,653 | 100% | 75% |
37
38### CI_CD_PIPELINE (1 repo)
39
40| Repo | Framework | Files | Discovery | Classification |
41|---|---|---:|---:|---:|
42| python-jenkins | Jenkins | 193 | 100% | 100% |
43
44### CLIMATE_SCIENCE (2 repos)
45
46| Repo | Framework | Files | Discovery | Classification |
47|---|---|---:|---:|---:|
48| MetPy | MetPy | 751 | 100% | 100% |
49| xarray | xarray | 405 | 100% | 100% |
50
51### CLOUD_INFRASTRUCTURE (1 repo)
52
53| Repo | Framework | Files | Discovery | Classification |
54|---|---|---:|---:|---:|
55| Pulumi | Pulumi | 39,958 | 100% | 100% |
56
57### CODE_GOVERNANCE (1 repo)
58
59| Repo | Framework | Files | Discovery | Classification |
60|---|---|---:|---:|---:|
61| CodeTruthAgent | No Framework Detected | 495 | 100% | 75% |
62
63### COMPILER_TOOLCHAIN (2 repos)
64
65| Repo | Framework | Files | Discovery | Classification |
66|---|---|---:|---:|---:|
67| Go | No Framework Detected | 14,258 | 100% | 75% |
68| Rust | No Framework Detected | 58,894 | 100% | 75% |
69
70### COMPUTER_VISION (2 repos)
71
72| Repo | Framework | Files | Discovery | Classification |
73|---|---|---:|---:|---:|
74| Ultralytics | Ultralytics/YOLO | 941 | 100% | 100% |
75| opencv-python | OpenCV | 36 | 100% | 100% |
76
77### CONTAINER_ORCHESTRATION (1 repo)
78
79| Repo | Framework | Files | Discovery | Classification |
80|---|---|---:|---:|---:|
81| kubernetes-python | Kubernetes | 3,668 | 100% | 100% |
82
83### DATABASE_SYSTEM (1 repo)
84
85| Repo | Framework | Files | Discovery | Classification |
86|---|---|---:|---:|---:|
87| Redis | No Framework Detected | 1,789 | 100% | 75% |
88
89### DATA_ENGINEERING (1 repo)
90
91| Repo | Framework | Files | Discovery | Classification |
92|---|---|---:|---:|---:|
93| Elasticsearch | Elasticsearch | 32,983 | 100% | 100% |
94
95### DRONE_UAV (2 repos)
96
97| Repo | Framework | Files | Discovery | Classification |
98|---|---|---:|---:|---:|
99| ArduPilot | ArduPilot | 7,680 | 100% | 100% |
100| dronekit-python | DroneKit | 136 | 100% | 100% |
101
102### DSP_TOOL (1 repo)
103
104| Repo | Framework | Files | Discovery | Classification |
105|---|---|---:|---:|---:|
106| gnuradio | No Framework Detected | 5,731 | 100% | 75% |
107
108### EMBEDDED_SYSTEM (2 repos)
109
110| Repo | Framework | Files | Discovery | Classification |
111|---|---|---:|---:|---:|
112| CircuitPython | CircuitPython | 8,645 | 100% | 100% |
113| MicroPython | MicroPython | 6,495 | 100% | 100% |
114
115### ENERGY_SYSTEM (2 repos)
116
117| Repo | Framework | Files | Discovery | Classification |
118|---|---|---:|---:|---:|
119| PyPSA | PyPSA | 777 | 100% | 100% |
120| pandapower | pandapower | 1,383 | 100% | 100% |
121
122### ERP_SYSTEM (1 repo)
123
124| Repo | Framework | Files | Discovery | Classification |
125|---|---|---:|---:|---:|
126| Odoo | Odoo | 47,562 | 100% | 100% |
127
128### FINANCE_SYSTEM (2 repos)
129
130| Repo | Framework | Files | Discovery | Classification |
131|---|---|---:|---:|---:|
132| CCXT | CCXT | 9,277 | 100% | 100% |
133| Zipline | Zipline | 455 | 100% | 100% |
134
135### FIRMWARE (2 repos)
136
137| Repo | Framework | Files | Discovery | Classification |
138|---|---|---:|---:|---:|
139| u-boot | No Framework Detected | 37,918 | 100% | 75% |
140| zephyr | Zephyr RTOS | 61,850 | 100% | 100% |
141
142### FPGA_HARDWARE (2 repos)
143
144| Repo | Framework | Files | Discovery | Classification |
145|---|---|---:|---:|---:|
146| amaranth | Amaranth HDL | 136 | 100% | 100% |
147| cocotb | cocotb | 655 | 100% | 100% |
148
149### FRONTEND_APPLICATION (3 repos)
150
151| Repo | Framework | Files | Discovery | Classification |
152|---|---|---:|---:|---:|
153| React | React | 7,191 | 100% | 100% |
154| SAP_UI5 | React | 6,038 | 100% | 100% |
155| VSCode | React | 14,937 | 100% | 100% |
156
157### GIS_SYSTEM (2 repos)
158
159| Repo | Framework | Files | Discovery | Classification |
160|---|---|---:|---:|---:|
161| GeoPandas | GeoPandas | 378 | 100% | 100% |
162| Shapely | No Framework Detected | 276 | 100% | 75% |
163
164### GRAPH_ANALYTICS (2 repos)
165
166| Repo | Framework | Files | Discovery | Classification |
167|---|---|---:|---:|---:|
168| NetworkX | NetworkX | 955 | 100% | 100% |
169| python-igraph | iGraph | 272 | 100% | 100% |
170
171### MEDIA_STREAMING (2 repos)
172
173| Repo | Framework | Files | Discovery | Classification |
174|---|---|---:|---:|---:|
175| ffmpeg-python | FFmpeg | 82 | 100% | 100% |
176| gst-python | No Framework Detected | 95 | 100% | 75% |
177
178### MEDICAL_SYSTEM (2 repos)
179
180| Repo | Framework | Files | Discovery | Classification |
181|---|---|---:|---:|---:|
182| hl7apy | HL7apy | 163 | 100% | 100% |
183| pydicom | PyDICOM | 527 | 100% | 100% |
184
185### ML_PIPELINE (1 repo)
186
187| Repo | Framework | Files | Discovery | Classification |
188|---|---|---:|---:|---:|
189| Transformers | Transformers | 5,988 | 100% | 100% |
190
191### MOBILE_APPLICATION (2 repos)
192
193| Repo | Framework | Files | Discovery | Classification |
194|---|---|---:|---:|---:|
195| Kivy | Kivy | 1,211 | 100% | 100% |
196| Toga | BeeWare/Toga | 2,060 | 100% | 100% |
197
198### NETWORK_TOOL (2 repos)
199
200| Repo | Framework | Files | Discovery | Classification |
201|---|---|---:|---:|---:|
202| NAPALM | NAPALM | 1,738 | 100% | 100% |
203| Netmiko | Netmiko | 780 | 100% | 100% |
204
205### NLP_TOOL (2 repos)
206
207| Repo | Framework | Files | Discovery | Classification |
208|---|---|---:|---:|---:|
209| NLTK | NLTK | 519 | 100% | 100% |
210| spaCy | spaCy | 1,366 | 100% | 100% |
211
212### OPTIMIZATION_TOOL (2 repos)
213
214| Repo | Framework | Files | Discovery | Classification |
215|---|---|---:|---:|---:|
216| CVXPY | CVXPY | 1,116 | 100% | 100% |
217| PuLP | PuLP | 201 | 100% | 100% |
218
219### QUANTUM_COMPUTING (2 repos)
220
221| Repo | Framework | Files | Discovery | Classification |
222|---|---|---:|---:|---:|
223| PennyLane | PennyLane | 1,935 | 100% | 100% |
224| Qiskit | Qiskit | 3,898 | 100% | 100% |
225
226### ROBOTICS_SYSTEM (2 repos)
227
228| Repo | Framework | Files | Discovery | Classification |
229|---|---|---:|---:|---:|
230| Drake | Drake | 5,536 | 100% | 100% |
231| rclpy | No Framework Detected | 243 | 100% | 75% |
232
233### SCIENTIFIC_COMPUTING (1 repo)
234
235| Repo | Framework | Files | Discovery | Classification |
236|---|---|---:|---:|---:|
237| BioPython | BioPython | 2,403 | 100% | 100% |
238
239### SECURITY_TOOL (2 repos)
240
241| Repo | Framework | Files | Discovery | Classification |
242|---|---|---:|---:|---:|
243| Scapy | Scapy | 852 | 100% | 100% |
244| pwntools | pwntools | 1,454 | 100% | 100% |
245
246### SIMULATION_TOOL (2 repos)
247
248| Repo | Framework | Files | Discovery | Classification |
249|---|---|---:|---:|---:|
250| OpenMDAO | OpenMDAO | 1,197 | 100% | 100% |
251| pyNastran | pyNastran | 2,979 | 100% | 100% |
252
253### SPACE_SYSTEM (3 repos)
254
255| Repo | Framework | Files | Discovery | Classification |
256|---|---|---:|---:|---:|
257| Astropy | Astropy | 2,002 | 100% | 100% |
258| poliastro | poliastro | 320 | 100% | 100% |
259| python-sgp4 | sgp4 | 35 | 100% | 100% |
260
261### WEB_APPLICATION (3 repos)
262
263| Repo | Framework | Files | Discovery | Classification |
264|---|---|---:|---:|---:|
265| Django | Django | 6,625 | 100% | 100% |
266| Flask | Flask | 225 | 100% | 100% |
267| SpringBoot | Spring Boot | 1,118 | 100% | 100% |
268
269### WEB_SERVER (1 repo)
270
271| Repo | Framework | Files | Discovery | Classification |
272|---|---|---:|---:|---:|
273| Nginx | No Framework Detected | 517 | 100% | 75% |
274
275