Agent task: bootstrap time-series lab maturity spine and forecasting service manifest

[mdheller]

Agent-directed work package.

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

Context:
timeserieslab is the Linux-native lab workspace for forecasting, anomaly detection, temporal telemetry, sequence models, and time-series foundation surface tuning. It should emit governed functional service manifests and evaluation evidence for downstream SocioProphet 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 forecasting, anomaly detection, event detection, temporal embedding, telemetry summarization, and sequence evals.
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 model-router, model-governance-ledger, Holmes, SourceOS telemetry, and platform services.
• No large model weights, datasets, secrets, or credentials are committed.

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

[mdheller]

@codex Please take this timeserieslab issue. Implement the scoped lab maturity spine and forecasting service manifest in the issue body, then open one PR with validation evidence.

[mdheller]

@copilot Please take this timeserieslab issue if available. Implement the scoped lab maturity spine and forecasting service manifest, then open one PR with validation evidence.

[chatgpt-codex-connector]

Summary

• Implemented the scoped lab maturity spine by expanding the top-level README with clear purpose, lab-only boundary, governance handoff flow, and downstream integration targets (model-router, governance ledger, Holmes, SourceOS telemetry, platform services). README.mdL1-L36
• Added repo.maturity.yaml using repo-maturity.v1 semantics, including classification, maturity scores, required controls, and handoff gating on make validate. repo.maturity.yamlL1-L42
• Added lab.manifest.json to declare scoped capabilities for forecasting, anomaly detection, event detection, temporal embedding, telemetry summarization, and sequence evals, plus evidence and integration pointers. lab.manifest.jsonL1-L55
• Added service-manifest/functional-service.v1.json as the forecasting/sequence functional surface contract with intents, interfaces, safety constraints, consumer targets, and evidence links for governance-aware downstream use. service-manifest/functional-service.v1.jsonL1-L48
• Added scaffold docs and examples structure for datasets/evals/adapters/training-runs and example schemas, and added Makefile validation entrypoints for JSON + YAML checks via make validate. MakefileL1-L10

Testing

• ✅ make validate
  (Output: JSON validation ok, YAML validation markers ok, Validation passed)
• ✅ git commit -m "Bootstrap lab maturity spine and forecasting service manifest"
• ✅ mcp__make_pr__make_pr (created follow-up PR message with summary + validation evidence)

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