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Codex task: normalize TranslationLab functional lab manifest, validation, and release-dry-run skeleton #2

@mdheller

Description

@mdheller

Mission

Normalize translationlab as the SociOS lab for translation, multilingual alignment, terminology memory, speech translation, and cross-language retrieval tuning.

This issue is designed for a Codex agent because it must align with NLPLab, EmbeddingLab, Holmes, and Prophet Core Query. Keep the change bounded and open a PR.

Scope

Add a minimal lab skeleton without pulling heavy model dependencies:

  • docs/LAB_SURFACE.md
  • docs/PROPHET_INTEGRATION.md
  • examples/functional-service.json
  • examples/eval-fixture.json
  • tools/validate_examples.py
  • Makefile
  • optional .github/workflows/validate.yml

Required Make targets

make validate
make emit-service-manifest
make emit-eval-fixture
make release-dry-run

Acceptance criteria

  • make validate passes with no network or model downloads.
  • make emit-service-manifest writes or prints the functional service manifest.
  • make emit-eval-fixture writes or prints the eval fixture.
  • Docs explain integration with holmes, nlplab, embeddinglab, functional-model-surfaces, and prophet-platform.

Do not

  • Do not download or vendor translation models.
  • Do not vendor corpora or datasets.
  • Do not implement real training jobs.
  • Do not make SourceOS responsible for model promotion.

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