agentsclimarketplace

Observability

Skill theinterneti/TTA.dev/.claude/skills/generated/observability

Observability subsystem in TTA.dev: demo_hierarchical_trace, handle_api_active_agents, handle_api_agent_actions and related code. 115 symbols | 38 files | Cohesion: 73%From its SKILL.md

Install
npx -y skills add theinterneti/TTA.dev --skill observability

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SKILL.md

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Observability

115 symbols | 38 files | Cohesion: 73%

When to Use

  • Working on observability-related functionality in TTA.dev
  • Modifying demo_hierarchical_trace, handle_api_active_agents
  • Navigating ttadev/observability/server.py, ttadev/observability/project_session.py

Key Files

FileSymbols
ttadev/observability/server.py_langfuse_creds, _estimate_cost, _v2_langfuse_session_cost, _v2_langfuse_scores, _init_state (+5)
tests/observability/test_span_pipeline.pytest_retry_succeeds_after_transient_failure, test_retry_exhausted_raises, test_retry_with_mock_primitive, test_cache_hit_skips_inner_primitive, _make_otel_span (+3)
ttadev/observability/project_session.pyjoin, get, get_by_id, add_member, assign_role (+2)
ttadev/observability/span_processor.pyfrom_activity_log, from_agent_tracker, extract_primitive_type, _normalize_provider, _parse_timestamp (+2)
ttadev/observability/agent_tracker.pytrack_agent_action, log_activity, get_active_agents, get_recent_actions, get_tracker (+1)
ttadev/primitives/observability/logging.py_log, debug, info, warning, error (+1)
ttadev/observability/session_manager.pyend_session_by_id, list_sessions, get_or_create_agent_session, update_session_project, _persist_session (+1)
ttadev/observability/auto_instrument.pylog_activity, log_tool_use, log_workflow_end, get_logger, log_workflow_start (+1)
tests/observability/test_handoff_tracing.py_free_port, test_dag_endpoint_empty_when_no_handoffs, test_dag_endpoint_returns_nodes_and_edges, _make_agent_spec, test_handoff_span_emitted_with_required_attributes (+1)
ttadev/observability/auto_track_copilot.pyis_copilot_session, get_copilot_context, wrapper, track_workflow_execution, track_agent_activation

Entry Points

Start here when exploring this area:

  • demo_hierarchical_trace (Function) — examples/demo_hierarchical_traces.py:8
  • handle_api_active_agents (Function) — ttadev/ui/observability_server.py:260
  • handle_api_agent_actions (Function) — ttadev/ui/observability_server.py:270
  • track_agent_action (Function) — ttadev/observability/agent_tracker.py:40
  • log_activity (Function) — ttadev/observability/agent_tracker.py:68

Key Symbols

SymbolTypeFileLine
demo_hierarchical_traceFunctionexamples/demo_hierarchical_traces.py8
handle_api_active_agentsFunctionttadev/ui/observability_server.py260
handle_api_agent_actionsFunctionttadev/ui/observability_server.py270
track_agent_actionFunctionttadev/observability/agent_tracker.py40
log_activityFunctionttadev/observability/agent_tracker.py68
get_active_agentsFunctionttadev/observability/agent_tracker.py107
get_recent_actionsFunctionttadev/observability/agent_tracker.py165
get_trackerFunctionttadev/observability/agent_tracker.py182
joinFunctionttadev/observability/project_session.py51
getFunctionttadev/observability/project_session.py58
get_by_idFunctionttadev/observability/project_session.py68
add_memberFunctionttadev/observability/project_session.py87
assign_roleFunctionttadev/observability/project_session.py96
mainFunctionexamples/demo_full_observability.py62
test_retry_succeeds_after_transient_failureFunctiontests/observability/test_span_pipeline.py234
test_retry_exhausted_raisesFunctiontests/observability/test_span_pipeline.py261
test_retry_with_mock_primitiveFunctiontests/observability/test_span_pipeline.py275
test_cache_hit_skips_inner_primitiveFunctiontests/observability/test_span_pipeline.py367
executeFunctionttadev/primitives/recovery/retry.py81
rootFunctionttadev/primitives/core/base.py217

Execution Flows

FlowTypeSteps
Control_list_project_ownership → Getcross_community5
Demo_hierarchical_trace → _update_registryintra_community4
Main → Get_loggercross_community4
Wrapper → _update_registrycross_community4
Track_workflow_execution → _update_registrycross_community4
Track_agent_activation → _update_registrycross_community4
Control_list_project_ownership → _create_project_session_managercross_community3
Control_list_session_ownership → Get_sessioncross_community3
Control_list_session_ownership → _create_session_managercross_community3
Wrapper → Get_trackercross_community3

Connected Areas

AreaConnections
Unit32 calls
Agents2 calls
Tools2 calls
Recovery1 calls
Control_plane1 calls

How to Explore

  1. gitnexus_context({name: "demo_hierarchical_trace"}) — see callers and callees
  2. gitnexus_query({query: "observability"}) — find related execution flows
  3. Read key files listed above for implementation details

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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