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coordinator, specialist registry, delegation, and synthesis runtime for Agent Assistant SDK","maintainers":[{"name":"willwashburn","email":"will@agentrelay.com"},{"name":"khaliqgant","email":"khaliqgant@gmail.com"}],"readme":"# `@agent-assistant/coordination`\n\n`@agent-assistant/coordination` implements the bounded v1 many-agents-one-assistant runtime for Agent Assistant SDK. It provides a specialist registry, delegation plan validation, sequential coordinator execution, synthesis helpers, and clean integration with `@agent-assistant/connectivity` for handoffs, conflicts, and escalations.\n\n## Scope\n\nThis package owns:\n\n- specialist registration and lookup\n- delegation plan validation and bounded execution\n- coordinator lifecycle for one in-memory coordination turn\n- synthesis of multiple specialist outputs into one assistant-facing result\n- consumption of connectivity signals during delegation without taking over connectivity itself\n\nThis package does not own:\n\n- routing policy or model selection\n- memory retrieval or persistence\n- surface formatting or delivery\n- transport, relaycast, queues, or cross-process orchestration\n- product-specific specialist lineups or dispatch heuristics\n\n## Install Shape\n\nThe package is TypeScript-first and builds to `dist/`.\n\n```ts\nimport {\n  createCoordinator,\n  createDelegationPlan,\n  createSpecialistRegistry,\n  createSynthesizer,\n  validateDelegationPlan,\n} from '@agent-assistant/coordination';\n```\n\n## Core Concepts\n\n### Specialist registry\n\nProducts register their own specialists. The package only enforces uniqueness and lookup.\n\n```ts\nconst registry = createSpecialistRegistry();\n\nregistry.register({\n  name: 'researcher',\n  description: 'Collects relevant evidence',\n  capabilities: ['research'],\n  handler: {\n    async execute(instruction, context) {\n      return {\n        specialistName: 'researcher',\n        output: `Evidence for: ${instruction}`,\n        status: 'complete',\n      };\n    },\n  },\n});\n```\n\n### Delegation plan\n\nPlans are ordered and sequential in v1.\n\n`createDelegationPlan()` is a validating factory: it throws if the structure is invalid\nor if any step references an unknown registered specialist. If a product needs to\nconstruct a plan before registry population, it can build a raw `DelegationPlan`\nobject and call `validateDelegationPlan()` later.\n\n```ts\nconst plan = createDelegationPlan(\n  {\n    intent: 'produce one coherent answer',\n    steps: [\n      { specialistName: 'researcher', instruction: 'gather evidence' },\n      { specialistName: 'writer', instruction: 'write final answer' },\n    ],\n  },\n  registry,\n);\n```\n\n### Coordinator\n\nThe coordinator validates the plan, executes each step in order, observes connectivity signals on the turn thread, and synthesizes a final output.\n\n```ts\nimport { createConnectivityLayer } from '@agent-assistant/connectivity';\n\nconst connectivity = createConnectivityLayer();\n\nconst coordinator = createCoordinator({\n  registry,\n  connectivity,\n  synthesis: { strategy: 'last-wins' },\n});\n\nconst turn = await coordinator.execute(plan);\nconsole.log(turn.output.text);\n```\n\n## Connectivity Boundary\n\nCoordination depends on `@agent-assistant/connectivity` as a signaling substrate only.\n\nWhat coordination does with connectivity:\n\n- passes the connectivity layer into each specialist context\n- registers a per-turn selected-audience resolver scoped to the plan participants\n- observes per-turn signals such as `handoff.ready`, `confidence.blocker`, `conflict.active`, and `escalation.interrupt`\n- resolves consumable signals after synthesis or coordinator action\n- exposes the observed signal set on the returned coordination turn\n\nWhat coordination does not do:\n\n- choose routing modes\n- import or call the routing package\n- own transport delivery for signals\n- persist signal history outside the in-memory layer supplied by the consumer\n\n## Routing Integration\n\nCoordination can optionally accept a router via `createCoordinator({ router, ... })`.\n\nWhen a router is present:\n\n- each specialist step receives `context.routingDecision`\n- the returned turn may include `turn.routingDecisions`\n- specialist-reported `metadata.cost` values are recorded back to the router per thread\n\nCurrent v1 limitation:\n\n- coordination does not yet pass `activeEscalations` into `router.decide()`, so the escalation-routing path remains a documented v1 gap rather than a complete end-to-end flow\n\n## Synthesis\n\nv1 includes three synthesis modes:\n\n- `concatenate`\n- `last-wins`\n- `custom`\n\n`custom` requires a function and keeps product-specific output shaping outside the package core.\n\n## Failure Model\n\nv1 execution is intentionally simple:\n\n- steps run sequentially\n- optional step failures are skipped and degrade output quality instead of aborting the whole turn\n- `confidence.blocker` and `escalation.interrupt` halt the turn\n- unresolved conflicts degrade synthesis quality but do not introduce routing or policy ownership\n\n## Development\n\nRun inside `packages/coordination`:\n\n```sh\nnpm install\nnpm test\nnpm run build\n```\n\nThe test suite covers 45 tests across five groups:\n\n- specialist registry (7 tests): duplicate rejection, defensive copy, empty or whitespace names, unregister/get edge cases\n- delegation plan validation (7 tests): empty intent, steps, instruction, and specialist name handling; multi-error accumulation; `maxSteps`; copy isolation\n- synthesis strategies (8 tests): concatenate, last-wins, custom, degraded quality, and failure exclusion\n- coordinator lifecycle and signal handling (13 tests): sequential handoff, optional and required step failure, blocker halt, conflict tracking, `turnId` prefix, `offSignal` cleanup, `advanceStep`, selected-audience resolver\n- routing integration (10 tests): per-step mode selection, cost accumulation, ceiling enforcement, and fallback without a router\n\nCOORDINATION_PACKAGE_IMPLEMENTED\n","readmeFilename":"README.md"}