forecast-ops

name: forecast-ops description: Use this skill when another agent needs to run spline-lstm forecasting workflows (validate/preview adjusted inputs, execute forecast jobs, and use Tollama-compatible endpoints).

Forecast Ops Skill

Use this skill when an agent needs to orchestrate Phase 6 forecast operations through API calls.

Workflow

1. Health check: GET /api/v1/health
2. Validate adjusted inputs: POST /api/v1/forecast/validate-inputs
3. Preview adjusted forecast: POST /api/v1/forecast/preview
4. Execute adjusted run: POST /api/v1/forecast/execute-adjusted
5. Validate covariate schema/payload: POST /api/v1/covariates/validate
6. Poll job status: GET /api/v1/jobs/{job_id}
7. Retrieve artifacts/metrics as needed.
8. Poll job status: GET /api/v1/jobs/{job_id}
9. Retrieve artifacts/metrics as needed.

Agent / MCP Discovery

• Tool list: GET /api/v1/agent/tools
• MCP capability schema: GET /api/v1/mcp/capabilities
• Tool invoke contract: POST /api/v1/agent/tools:invoke
• For safe retries, send x-idempotency-key header when invoking tools.

Tollama-compatible Endpoints

• GET /api/tags
• POST /api/generate
• POST /api/chat

If stream=true, parse newline-delimited JSON chunks (application/x-ndjson).

Pilot Safety

• Rollout/status probe: GET /api/v1/pilot/readiness
• Kill-switches are exposed in readiness payload under kill_switches.

Scripts

• scripts/phase6_quickcheck.sh performs a minimal end-to-end API sanity check.