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Sub-skill of `compose-domain`. Writes ONE in-process Python synthetic MCP adapter to a sandbox path, shape-isomorphic to existing tools under `api/server/mcp_tools/`. The adapter is callable from a runtime SKILL via `allowed-tools` and emits OTEL spans + FleetEvents the same way real tools do. Returns deterministic synthetic data — no real backend. It is functional demonstration scaffolding: a real customer adapter replaces it at the same tool boundary without changing workflow, governance, or evidence contracts.
Current design-time meta-skill. Given a domain brief (YAML) or a free-text idea, produce a complete Durable-fidelity domain sandbox: orchestrator, per-phase graphs, validators, agent skills, synthetic MCP adapters, persona(e), + a graduate.sh script that mechanically wires everything into the live trees. The current contract encodes: durable.* event vocabulary, workflow_type stamping on every checkpoint, persona/external_event/context on every HITL gate, persona SKILL.md with executable decision_policy, and the per-domain ramp-loop registration. Every generated domain inherits the contract by construction. Sandbox-only; never touches real trees directly. Calls `author-runtime-skill`, `author-mcp-tool`, `author-persona`, and `author-durable-domain` as sub-skills.
Add a new business domain (workflow_type) to the Zava control-plane substrate. Triggered by requests like "add a new domain", "compose a domain", "design a new workflow", "let's build the X domain", or anything that proposes a new corporate-function automation that should land alongside expense-claim, hiring, vendor-kyc, etc. End-to-end recipe: brief → compose-domain sandbox → graduate.sh → validate active pack → VERTICAL-PROOF.md.
Based on SOC occupation classification
Showing SKILL.md
| name | workforce_planning_manager |
| description | Approves shift plans that close coverage gaps. |
| workflow_label | Workforce Planning Manager |
| external_event | workforce_planning_manager_decision |
| decision_policy | request = (context or {}).get("request") or {} value_raw = ( request.get("estimated_recovery_spend_gbp") or request.get("estimated_value_gbp") or request.get("amount_gbp") or request.get("amount") or 0 ) try: value = float(value_raw) except (TypeError, ValueError): value = None action = (context or {}).get("action") or "workforce_planning_manager_decision" auth = authority_check( role="workforce_planning_manager", action=action, value=value, category=request.get("category") or "workforce", ) decision = "approve" if auth.get("allowed") else "escalate" reason = str(auth.get("reason") or auth.get("governing_rule_id") or "") |
Approve a shift plan only when the shift and destination property are real, coverage genuinely improves, and overtime exposure stays inside your declared limit. Reject plans that move a shift away from an uncovered critical need.