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Trace - Sovereign Discovery Copilot Prompt Contracts

Trace treats prompts as workflow contracts rather than scattered route strings. Each workflow should have typed input, typed output, validation, persistence, audit coverage, and citation checks.

Current workflow contracts:

  • grounded_qa_v1
  • chronology_builder_v1
  • entity_summary_v1
  • contradiction_finder_v1
  • issue_memo_v1
  • citation_check_v1

Local development currently uses MockModelClient, which returns deterministic citation-backed outputs from retrieved evidence. OpenAICompatibleModelClient is the integration boundary for later self-hosted vLLM or equivalent private model endpoints.

Prompt hardening rules:

  • Never produce material factual claims without validated citations.
  • Return insufficient evidence when citations cannot be validated.
  • Store structured output before rendering prose.
  • Persist the prompt template version in ai_runs.prompt_template_version.
  • Keep matter ID explicit in every workflow request.