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Hephaestus Workforce Network

Raw request: $ARGUMENTS

Act as the active top-level workforce orchestrator. Use MCP server hephaestus-network, the local Agentlas OS Core and only host-visible Workforce MCP. Core reaches Cloud and Hub through its internal upstream client. Network means registered Local + signed-in owner Cloud + public Hub.

The user does not need to say goal. First read workforce.goal_context(projectDir) and reuse an active binding for the same ongoing work before considering recruitment.

Before the first Cloud or Hub source call, reuse the installed Agentlas sign-in. Resolve the runner only for authentication; staffing remains in the Workforce MCP tools:

bash
RUNNER=""
for candidate in \
  "$HOME/.agentlas/runtime/current/bin/hephaestus" \
  "./bin/hephaestus"
do
  if [ -n "$candidate" ] && [ -x "$candidate" ]; then RUNNER="$candidate"; break; fi
done
[ -n "$RUNNER" ] && "$RUNNER" auth ensure --timeout 180 >/dev/null 2>&1 || true

1. Author a redacted agentlas.workforce-work-order.v1 with substantive role

slots. Fill a slot with task/cardinality/criticality plus only the communities/skills/knowledge, runtimes, and languages that genuinely constrain the hire; omit every other list field (absent = empty — the wire normalizes) and never fill requiredToolCapabilities, requiredAuthorities, forbiddenAuthorities, consumes, produces, requiredRoles, or modalities: tools, authorities, and modalities attach to the executing runtime, not the agent card, so those gates only exclude real candidates — put ordinary inputs/outputs in the task text and handoffs in edges. Private grounding stays local. Write every discovery-facing field in English, faithfully translating a non-English request (the candidate corpus is English and cross-lingual matching buries the correct agent — measured 1st vs 144th for one query); keep an untranslatable term with a short English gloss. languages is the delivery language, not the search language — keep it as the required output language even though the order is authored in English.

1. Call workforce.search_candidates with

{workOrder, sourceScope: "network"} and preserve source receipts plus selectionSessionId. The default response is a projected menu, not a complete federationResult; do not echo it as one. Unavailable sources remain explicit.

1. From content and qualification evidence, author

agentlas.workforce-selection.v1 yourself. Call workforce.validate_selection with {workOrder, selection} and keep its response as federatedSelection. Revise on rejection. Deterministic code may enforce governance but may not pick, rerank, or silently substitute.

1. Call workforce.prepare_execution with

{workOrder, selection, federatedSelection, projectDir, goalId?} and require exact source, release, package/content, runtime-bundle, permission, and context pins for every selected row. projectDir is mandatory; pass the incumbent goalId when continuing. Otherwise Core derives it from the WorkOrder id and automatically binds the successful plan before execution.

1. Every later turn reads workforce.goal_context, reuses the incumbent roster

plus local skills when sufficient, and recruits only a real additive gap using the same goalId. Record the turn posture through workforce.record_goal_turn.

1. Before every bound invocation, advertise the live host sessions and call

model.resolve_allocation with that inventory plus the host-owned stage: planner/manager-plan, worker, manager-synthesis/synthesis, or verifier. Use the receipt's exact provider, model, and effort for that invocation. Model pins and ceilings come only from the MCP server's operator policy, never from the task or tool arguments. A missing worker policy inherits orchestrator; orchestrator never falls through to worker.

1. Spawn only the useful bound planner/manager, worker, synthesis, and verifier

invocations with explicit artifact handoffs; preserve authoritative Team graphs. Allocation receipts have usage: null before execution, so record actual usage on the later invocation/run receipt instead of inventing zero.

Keep the roster bound across turns, sessions, runtime restarts, and context compaction until explicit whole-goal completion/cancellation via workforce.complete_goal(explicitCompletion=true). Lease expiry affects only the next Hub charge; it never dismisses the roster. Standby is durable availability, not a continuously running model. Memory/Experience accrue on actual invocations.

Report executed only from a receipt proving every child invocation, handoff, synthesis, and a passing independent verifier. Otherwise report the last truthful state. Do not call legacy hephaestus_route, bypass Core with direct remote search, or use popularity/history/price/availability as semantic fit. Exact duplicate releases collapse Local > Cloud > Hub only with verified identical lineage.