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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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@ -30,19 +30,19 @@ class AgentClient(RequestResponse):
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raise RuntimeError(resp.error.message)
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# Handle thought chunks
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if resp.chunk_type == 'thought':
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if resp.message_type == 'thought':
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if think:
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await think(resp.content, resp.end_of_message)
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return False # Continue receiving
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# Handle observation chunks
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if resp.chunk_type == 'observation':
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if resp.message_type == 'observation':
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if observe:
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await observe(resp.content, resp.end_of_message)
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return False # Continue receiving
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# Handle answer chunks
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if resp.chunk_type == 'answer':
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if resp.message_type == 'answer':
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if resp.content:
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accumulated_answer.append(resp.content)
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if answer_callback:
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