arifOS Federation AssetOpsBench Bridge — IJCAI-25 | Constitutional governance for industrial AI
Drift inferred · capture-to-capture
- HIGH code analysis flagged committed secret in ariffazil/A2B
transport — counts 0 tools · 0 res
· 0 prompts
permission surface via code analysis
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evidence-backed
findings quoted directly from the published source artifact — not inferred
code files: 14
filesystem 8
- fs (weak) ariffazil-A2B-b960244/harness/eval_harness.py :30
from pathlib import Path - fs (weak) ariffazil-A2B-b960244/harness/run_ablation.py :24
from pathlib import Path - fs ariffazil-A2B-b960244/notebooks/ijcai_2026_analysis.py :52
from pathlib import Path - fs (weak) ariffazil-A2B-b960244/scripts/load_a2b_dataset.py :14
from pathlib import Path - fs ariffazil-A2B-b960244/src/agent/arifbench/cli.py :24
from pathlib import Path - fs ariffazil-A2B-b960244/src/agent/arifbench/constitutional_runner.py :30
from pathlib import Path - fs ariffazil-A2B-b960244/src/mcp/bridge.py :38
from pathlib import Path - fs (weak) ariffazil-A2B-b960244/src/mcp/tests/test_integration.py :20
from pathlib import Path
shell / exec 2
- shell ariffazil-A2B-b960244/src/agent/arifbench/constitutional_runner.py :24
import subprocess - shell ariffazil-A2B-b960244/src/mcp/bridge.py :32
import subprocess
network 5
- net (weak) ariffazil-A2B-b960244/harness/eval_harness.py :32
from urllib.request import Request, urlopen - net (weak) ariffazil-A2B-b960244/harness/runners/direct_llm_agent.py :46
import urllib.error - net ariffazil-A2B-b960244/src/agent/arifbench/arif_os_client.py :20
from urllib.request import urlopen, Request - net ariffazil-A2B-b960244/src/agent/arifbench/cli.py :23
import urllib.request as urllib_http - net ariffazil-A2B-b960244/src/mcp/bridge.py :468
import urllib.request
secrets 1
- secrets (weak) ariffazil-A2B-b960244/harness/eval_harness.py :40
TOKENROUTER_KEY = os.environ.get("TOKENROUTER_API_KEY", "")