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decision engine for Agent Assistant SDK","maintainers":[{"name":"willwashburn","email":"will@agentrelay.com"},{"name":"khaliqgant","email":"khaliqgant@gmail.com"}],"readme":"# `@agent-assistant/proactive`\n\n**Status:** IMPLEMENTATION_READY\n**Version:** 0.1.0 (pre-1.0, provisional)\n**Spec:** `docs/specs/v1-proactive-spec.md`\n**Implementation plan:** `docs/architecture/v1-proactive-implementation-plan.md`\n\n---\n\n## What This Package Does\n\n`@agent-assistant/proactive` is the decision layer for proactive assistant behavior — any assistant action that originates without a direct user message in the current turn.\n\nIt provides:\n\n- **ProactiveEngine** — evaluates follow-up rules and watch rules against session context, applies suppression policy, and returns structured decisions\n- **Follow-up rule evaluation** — rules fire, suppress, or are silenced by cooldown/max-count/user-activity checks\n- **Reminder policy** — configurable `maxReminders`, `cooldownMs`, and `suppressWhenActive` per rule\n- **Watch rules** — long-running monitoring rules that re-schedule themselves after every evaluation; lifecycle methods for pause, resume, and cancel\n- **SchedulerBinding interface** — thin contract to external scheduling infrastructure (relaycron); this package does not own or wrap relaycron\n- **InMemorySchedulerBinding** — test adapter with a manual trigger helper; no external infrastructure required for tests\n- **FollowUpEvidenceSource interface** — optional pluggable evidence injection (e.g., memory entries) for rule conditions\n\nThis package does **not** own scheduling infrastructure, session lifecycle, message delivery, or domain-specific rule logic. All of that stays in product code or other packages.\n\n---\n\n## Installation\n\n```sh\nnpm install @agent-assistant/proactive\n```\n\nNo `@agent-assistant/*` runtime dependencies. Only `nanoid` is required at runtime.\n\n---\n\n## Quick Start\n\n```ts\nimport {\n  createProactiveEngine,\n  InMemorySchedulerBinding,\n} from '@agent-assistant/proactive';\nimport type { FollowUpRule } from '@agent-assistant/proactive';\n\n// Wire a scheduler binding (InMemorySchedulerBinding for tests/dev)\nconst schedulerBinding = new InMemorySchedulerBinding();\n\nconst engine = createProactiveEngine({\n  schedulerBinding,\n  defaultReminderPolicy: {\n    maxReminders: 3,\n    cooldownMs: 3_600_000, // 1 hour\n    suppressWhenActive: true,\n  },\n});\n\n// Register a follow-up rule (stale-thread pattern)\nconst staleThreadRule: FollowUpRule = {\n  id: 'stale-thread',\n  description: 'Follow up if the session has been silent for more than 24 hours',\n  condition: (ctx) => {\n    const inactiveMs =\n      new Date(ctx.scheduledAt).getTime() - new Date(ctx.lastActivityAt).getTime();\n    return inactiveMs > 24 * 60 * 60 * 1000;\n  },\n  policy: {\n    maxReminders: 2,\n    cooldownMs: 24 * 60 * 60 * 1000,\n  },\n  routingHint: 'cheap',\n  messageTemplate: 'Checking in — any updates on this thread?',\n};\n\nengine.registerFollowUpRule(staleThreadRule);\n```\n\n---\n\n## Usage in a Capability Handler\n\nThe proactive package does not register a capability handler. Products write their own:\n\n```ts\n// In your assistant definition (product code)\nconst definition = {\n  capabilities: {\n    proactive: async (message, context) => {\n      const wakeUpContext = message.payload; // parsed from the synthetic wake-up message\n\n      // Fetch session state from your session store\n      const session = await context.sessionStore.get(wakeUpContext.sessionId);\n\n      // Evaluate follow-up rules\n      const decisions = await engine.evaluateFollowUp({\n        sessionId: wakeUpContext.sessionId,\n        scheduledAt: wakeUpContext.scheduledAt,\n        lastActivityAt: session.lastActivityAt,\n      });\n\n      for (const decision of decisions) {\n        if (decision.action === 'fire') {\n          await context.runtime.emit({\n            sessionId: decision.sessionId,\n            text: decision.messageTemplate ?? 'Following up.',\n          });\n        }\n      }\n    },\n  },\n};\n```\n\n---\n\n## Follow-Up Rules\n\nRules are product-supplied. The engine handles watch-rule re-scheduling via `SchedulerBinding` and reminder state. Follow-up scheduling is product-owned.\n\n```ts\ninterface FollowUpRule {\n  id: string;\n  condition(ctx: FollowUpEvaluationContext, evidence: EvidenceEntry[]): boolean | Promise<boolean>;\n  description?: string;\n  policy?: ReminderPolicy;       // overrides engine default when present\n  routingHint?: 'cheap' | 'fast' | 'deep'; // defaults to 'cheap'\n  messageTemplate?: string;\n}\n```\n\n**Suppression order:**\n1. User became active after the wake-up was scheduled (`lastActivityAt > scheduledAt`)\n2. Max reminders reached for this `(sessionId, ruleId)` pair\n3. Cooldown window not elapsed since the last reminder\n4. Condition function returned false\n\nThe first matching suppression wins. If none match, the decision is `fire`.\n\n---\n\n## Watch Rules\n\nWatch rules are long-running monitors that re-schedule themselves after every evaluation — whether or not the condition triggered.\n\n```ts\nengine.registerWatchRule({\n  id: 'unreviewed-pr',\n  description: 'Alert if a PR has been open without review for over 2 hours',\n  condition: async (ctx) => {\n    // product fetches PR state from its own store\n    return myStore.hasUnreviewedPRsOlderThan(2 * 60 * 60 * 1000);\n  },\n  action: { type: 'notify_channel', payload: { channel: 'eng-alerts' } },\n  intervalMs: 30 * 60 * 1000, // check every 30 minutes\n});\n\n// Lifecycle\nengine.pauseWatchRule('unreviewed-pr');\nengine.resumeWatchRule('unreviewed-pr');\nengine.cancelWatchRule('unreviewed-pr'); // permanent; re-register to restart\n\n// List statuses\nconst statuses = engine.listWatchRules();\n// [{ rule, status: 'active' | 'paused' | 'cancelled', lastEvaluatedAt, nextWakeUpBindingId }]\n\n// Evaluate (called from your proactive capability handler after each wake-up)\nconst triggers = await engine.evaluateWatchRules({\n  ruleId: wakeUpContext.ruleId,\n  scheduledAt: wakeUpContext.scheduledAt,\n  metadata: wakeUpContext.metadata,\n});\nfor (const trigger of triggers) {\n  await handleWatchAction(trigger.action, trigger.context);\n}\n```\n\n---\n\n## Scheduler Binding\n\nThe `SchedulerBinding` interface decouples the engine from scheduling infrastructure.\n\n```ts\ninterface SchedulerBinding {\n  requestWakeUp(at: Date, context: WakeUpContext): Promise<string>; // returns bindingId\n  cancelWakeUp(bindingId: string): Promise<void>;\n}\n```\n\n**For tests and local development:** use the built-in `InMemorySchedulerBinding`:\n\n```ts\nconst binding = new InMemorySchedulerBinding();\n\n// Inspect pending wake-ups\nconsole.log(binding.pendingWakeUps); // Map<bindingId, { at, context }>\n\n// Manually fire a wake-up in tests\nconst context = await binding.trigger(bindingId);\n```\n\n**For production:** implement `SchedulerBinding` against your relaycron client. The proactive package does not implement or ship a relaycron integration — that is a product/foundation concern.\n\n---\n\n## Evidence Sources\n\nOptional. Wire an evidence source to give rule conditions access to recent memory entries or other context:\n\n```ts\nconst evidenceSource = {\n  getRecentEntries: (sessionId, opts) =>\n    memoryStore.retrieve({ scope: { kind: 'session', sessionId }, limit: opts?.limit }),\n};\n\nconst engine = createProactiveEngine({ schedulerBinding, evidenceSource });\n```\n\nIf configured, the engine calls `getRecentEntries` once per `evaluateFollowUp` call (shared across all rules in that call). If `context.evidence` is pre-fetched and provided, the source is not called at all.\n\nIf not configured, condition functions receive an empty evidence array.\n\n---\n\n## Reminder State Management\n\nReminder state is in-memory and keyed by `(sessionId, ruleId)`.\n\n```ts\n// Clear state for a specific rule in a session (e.g., when user resolves the thread)\nengine.resetReminderState('session-abc', 'stale-thread');\n\n// Clear all reminder state for a session (e.g., on session close)\nengine.resetReminderState('session-abc');\n```\n\n---\n\n## What Stays Outside This Package\n\n| Concern | Where it lives |\n|---|---|\n| Scheduling infrastructure (timers, cron, dispatch) | Relay foundation (relaycron) |\n| Domain-specific rule definitions | Product repos |\n| Product-specific timing thresholds | Product configuration |\n| Memory persistence | `@agent-assistant/memory` (via `FollowUpEvidenceSource`) |\n| Session lifecycle | `@agent-assistant/sessions` |\n| Outbound message delivery | `@agent-assistant/surfaces` + Relay runtime |\n| Cross-agent coordination of proactive actions | `@agent-assistant/coordination` (v1.2) |\n| Proactive action rate limiting / budgets | `@agent-assistant/policy` (v2) |\n\n---\n\n## Package Structure\n\n```\npackages/proactive/\n  package.json        — nanoid runtime dep only\n  tsconfig.json\n  src/\n    types.ts          — all exported types, interfaces, error classes\n    proactive.ts      — createProactiveEngine factory and all engine logic\n    index.ts          — public re-exports\n    proactive.test.ts — 45 tests\n  README.md\n```\n\n---\n\nPROACTIVE_PACKAGE_DIRECTION_READY\n","readmeFilename":"README.md"}