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  • Single agent invocation: identity, configuration, reasoning/planning loop
  • Composition above single agent: workflow execution, handoffs, delegation across agents
  • Embedding requests and their results
  • Evaluation of GenAI runs: evaluator identity, runs, scores, verdicts
  • Single LLM call: model identity, request parameters, response and finish info, choices
  • Conventions in mcp.* namespace: MCP transport, tool listing/approval, MCP-specific semantics
  • Agent memory: store operations, record lifecycle, search, memory-layer taxonomy
  • Shape/content of input and output messages, parts, instructions, modalities, citations
  • Retrieval and vector databases: operations and returned documents/scores
  • Telemetry only for streamed responses: TTFT, TPOT, inter-token-latency, partial events
  • Token usage: input/output counts, breakdowns (cached, reasoning), per-modality, totals
  • Tool definitions and tool calls: declaration, execution, tool-call/result content shape
  • Something isn't working
  • Pull request review dashboard
  • Improvements or additions to documentation
  • This issue or pull request already exists
  • New feature or request
  • Good for newcomers
  • Extra attention is needed
  • This doesn't seem right
  • Issue/PR is waiting on a response from the author
  • Pull requests that update python:uv code
  • Further information is requested
  • Issue/PR has been inactive and will be closed soon
  • This will not be worked on