From a9eb74cf5fa2218070fc97b90e08d7ca7e207f0a Mon Sep 17 00:00:00 2001
From: akhil <warikakhilesh@gmail.com>
Date: Fri, 12 Jun 2026 15:49:22 +0530
Subject: [PATCH] feat: add DecisionAssure -> TRACE adapter (behavioural
 anomaly detection)

---
 decisionassure-integration/da_to_trace.py | 92 +++++++++++++++++++++++
 1 file changed, 92 insertions(+)
 create mode 100644 decisionassure-integration/da_to_trace.py

diff --git a/decisionassure-integration/da_to_trace.py b/decisionassure-integration/da_to_trace.py
new file mode 100644
index 0000000..e88fada
--- /dev/null
+++ b/decisionassure-integration/da_to_trace.py
@@ -0,0 +1,92 @@
+#!/usr/bin/env python3
+"""
+DecisionAssure -> TRACE Claim Adapter
+Converts a DecisionAssure signed trace (JSON) into a TRACE-compatible
+EAT/JWT claim that can be submitted to the trace-registry.
+Part of the agentrust-io examples repository.
+"""
+
+import json
+import hashlib
+import base64
+from datetime import datetime, timezone
+from typing import Dict, Any, Optional
+
+def compute_continuity_analysis(trace: Dict[str, Any]) -> Dict[str, Any]:
+    """
+    Extract continuity failures, governance score, and collusion suspicion.
+    """
+    steps = trace.get('steps', trace.get('execution_trace', []))
+    failures = []
+    continuity_valid_all = True
+    for i, step in enumerate(steps, 1):
+        continuity = step.get('continuity_valid', True)
+        if not continuity:
+            continuity_valid_all = False
+            failures.append({
+                "step_index": step.get('step_index', i),
+                "reason": step.get('reason', ""),
+                "diff": step.get('reference_frame_diff', {}),
+                "hidden_commitment": step.get('hidden_commitment', False),
+                "evidence_fresh": step.get('evidence_fresh', True),
+                "rollback_viable": step.get('rollback_viable', True)
+            })
+    # Governance score might be at top-level or computed
+    gov_score = trace.get('governance_score')
+    # Collusion suspicion score – optional, could be in top-level or first step
+    collusion_score = trace.get('collusion_suspicion_score')
+    return {
+        "continuity_failures": failures,
+        "continuity_persisted": trace.get('causal_continuity_persisted', continuity_valid_all),
+        "governance_score": gov_score,
+        "collusion_suspicion_score": collusion_score,
+        "integrity_status": trace.get('integrity_status', 'UNKNOWN')
+    }
+
+def create_trace_claim(trace_file: str) -> str:
+    """
+    Reads a DecisionAssure trace file, canonicalises it,
+    computes a hash, builds a TRACE claim (EAT/JWT-like), and returns
+    a URL-safe base64 encoded token.
+    """
+    with open(trace_file, 'r') as f:
+        trace = json.load(f)
+
+    # 1. Canonicalise the trace for hashing
+    canonical_trace = json.dumps(trace, sort_keys=True, separators=(',', ':'))
+    trace_hash = hashlib.sha256(canonical_trace.encode()).hexdigest()
+
+    # 2. Analyse continuity and collusion
+    analysis = compute_continuity_analysis(trace)
+
+    # 3. Build TRACE claim – minimal EAT claims set
+    #    (based on draft of trace-spec)
+    claim = {
+        "eat_profile": "https://agentrust.io/trace/v1",
+        "iat": int(datetime.now(timezone.utc).timestamp()),
+        "sub": "decisionassure-verifier",
+        "detection_layer": {
+            "tool": "DecisionAssure",
+            "version": "2.0",
+            "analysis": analysis
+        },
+        "trace_hash": trace_hash,
+        "claim_type": "runtime_anomaly_detection"
+    }
+
+    # 4. Encode as JWT-like (without signature for demo; in production you'd sign)
+    claim_json = json.dumps(claim, sort_keys=True)
+    encoded = base64.urlsafe_b64encode(claim_json.encode()).decode().rstrip('=')
+    return encoded
+
+def main():
+    import sys
+    if len(sys.argv) != 2:
+        print("Usage: python da_to_trace.py <decisionassure_trace_signed.json>")
+        sys.exit(1)
+    token = create_trace_claim(sys.argv[1])
+    print(f"TRACE claim (mock): {token}")
+    # Optionally, you could also submit to a local trace-registry endpoint.
+
+if __name__ == "__main__":
+    main()
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