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Add agent explainability instrumentation and unify envelope field naming (#795)
Addresses recommendations from the UX developer's agent experience report. Adds provenance predicates, DAG structure changes, error resilience, and a published OWL ontology. Explainability additions: - Tool candidates: tg:toolCandidate on Analysis events lists the tools visible to the LLM for each iteration (names only, descriptions in config) - Termination reason: tg:terminationReason on Conclusion/Synthesis events (final-answer, plan-complete, subagents-complete) - Step counter: tg:stepNumber on iteration events - Pattern decision: new tg:PatternDecision entity in the DAG between session and first iteration, carrying tg:pattern and tg:taskType - Latency: tg:llmDurationMs on Analysis events, tg:toolDurationMs on Observation events - Token counts on events: tg:inToken/tg:outToken/tg:llmModel on Grounding, Focus, Synthesis, and Analysis events - Tool/parse errors: tg:toolError on Observation events with tg:Error mixin type. Parse failures return as error observations instead of crashing the agent, giving it a chance to retry. Envelope unification: - Rename chunk_type to message_type across AgentResponse schema, translator, SDK types, socket clients, CLI, and all tests. Agent and RAG services now both use message_type on the wire. Ontology: - specs/ontology/trustgraph.ttl — OWL vocabulary covering all 26 classes, 7 object properties, and 36+ datatype properties including new predicates. DAG structure tests: - tests/unit/test_provenance/test_dag_structure.py verifies the wasDerivedFrom chain for GraphRAG, DocumentRAG, and all three agent patterns (react, plan, supervisor) including the pattern-decision link.
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42 changed files with 1577 additions and 205 deletions
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@ -29,7 +29,7 @@ class TestThinkCallbackMessageId:
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assert len(responses) == 1
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assert responses[0].message_id == msg_id
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assert responses[0].chunk_type == "thought"
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assert responses[0].message_type == "thought"
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@pytest.mark.asyncio
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async def test_non_streaming_think_has_message_id(self, pattern):
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@ -58,7 +58,7 @@ class TestObserveCallbackMessageId:
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await observe("result", is_final=True)
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assert responses[0].message_id == msg_id
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assert responses[0].chunk_type == "observation"
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assert responses[0].message_type == "observation"
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class TestAnswerCallbackMessageId:
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@ -74,7 +74,7 @@ class TestAnswerCallbackMessageId:
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await answer("the answer")
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assert responses[0].message_id == msg_id
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assert responses[0].chunk_type == "answer"
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assert responses[0].message_type == "answer"
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@pytest.mark.asyncio
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async def test_no_message_id_default(self, pattern):
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