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Agent task: bootstrap image lab maturity spine and vision service manifest #4

@mdheller

Description

@mdheller

Agent-directed work package.

Target agent: Codex environment for SociOS-Linux/imagelab; Copilot coding agent if available.

Context:
imagelab is the Linux-native lab workspace for image understanding, visual extraction, captioning, chart/diagram analysis, visual classification, and image-to-evidence pipelines for SocioProphet services. It should emit governed functional service manifests and evaluation evidence for downstream platform services.

Scope:

  1. Inspect the live repository before editing.
  2. Add README explaining purpose, lab-only boundary, and integration points.
  3. Add repo.maturity.yaml using repo-maturity.v1 semantics.
  4. Add lab.manifest.json covering visual classification, captioning, object/region detection, chart/diagram extraction, image evidence extraction, and multimodal handoff to Holmes.
  5. Add service-manifest/functional-service.v1.json conforming to SocioProphet/functional-model-surfaces semantics.
  6. Add datasets/README.md, evals/README.md, adapters/README.md, training-runs/README.md, and examples/.
  7. Add Makefile validation.

Acceptance criteria:

  • make validate passes.
  • Repo states lab-only boundary and governance handoff.
  • Manifest can feed Holmes, Sherlock Search, model-router, model-governance-ledger, guardrail-fabric, and SourceOS carry refs.
  • No large model weights, datasets, secrets, or credentials are committed.

Boundary:
One PR only. Do not touch unrelated repos.

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