Agent Workforce

Capture the complete train of thought of agent work as first-class artifacts

Visualize agent-to-agent communication in real-time with animated particle flows

Provider-neutral virtual filesystem contracts and Bash-oriented CLI runner for assistant products

Bounded iterative assistant-turn runtime for Agent Assistant SDK

Assistant-scoped memory composition layer with in-memory and Supermemory adapters

Proactive decision engine for Agent Assistant SDK

Turn-scoped context assembly for Agent Assistant SDK

Minimal coordinator, specialist registry, delegation, and synthesis runtime for Agent Assistant SDK

Surface connection registry, inbound normalization, and outbound dispatch for Agent Assistant SDK

Typed in-process connectivity signals for Agent Assistant SDK

Assistant definition, lifecycle, and runtime composition for Agent Assistant SDK

Cloudflare-specific runtime adapters for Agent Assistant persona workers.

Bounded continuation primitive — turns resumable harness outcomes into explicit state, validated resume triggers, and real follow-up delivery

Top-level facade for the Agent Assistant SDK

Usage, cost, and response telemetry primitives for Agent Assistant

Action classification, gating, and audit contracts for agent assistants

Bounded inbox primitives for trusted external inputs

Session lifecycle, storage, and affinity for Agent Assistant SDK

Shared webhook runtime primitives for normalizing provider events, registering local or HTTP consumers, and fanning events out consistently.

Pre-built harness definitions for Agent Relay.

Shared Relayfile integration writeback prompt builders for Agent Relay consumers.

Browser automation workflow primitive for Agent Relay

Thin agent-framework adapters for Relayfile. One connect() call, ready tools, proven writeback lifecycle.

Google Calendar adapter for relayfile

Azure Blob Storage storage bridge adapter for Relayfile

Schema-driven relayfile adapter generator and runtime

Telegram Bot API adapter for Relayfile messaging, conversation history, and bot configuration

Docker Hub adapter package for Relayfile

Command-line interface for running Agent Relay workflows

Optional Claude web, Codex cloud and Devin cloud source adapters for local ai-hist.

Optional RelayHistory destination, auth, sharing and recall plugin for ai-hist.

`ctx.harness.run()` rejects with `HarnessProviderError` when a failed model CLI run reports a recognized usage/credit limit, rate limit, authentication error, context limit, request timeout, or provider outage. Classification is shared by all personas; ha