AgentWorkforce

Use when you are a registered relay agent (a spawned worker, or a lead that called register_agent) coordinating with peers in real time over current Agent Relay MCP tools - messaging, channels, threads, reactions, search, inbox, actions, and worker…

Use when you need Codex to coordinate multiple agents through Agent Relay for peer-to-peer messaging, lead/worker handoffs, or shared status tracking across sub-agents and terminals.

Use when coordinating multiple AI agents with Agent Relay's workflow engine and need to pick the right orchestration pattern - covers the 10 core patterns (fan-out, pipeline, hub-spoke, consensus, mesh, handoff, cascade, dag, debate, hierarchical) plus 14…

Use when coordinating multiple AI agents with Agent Relay's workflow engine and need to pick the right orchestration pattern - covers the 10 core patterns (fan-out, pipeline, hub-spoke, consensus, mesh, handoff, cascade, dag, debate, hierarchical) plus 14…

Use when building multi-agent workflows with @relayflows/core. Covers conversation vs pipeline coordination, WorkflowBuilder/DAG steps, agents, {{steps.X.output}} chaining, repairable verification gates, evidence-based completion, mandatory Claude-then-Codex…

Use when building multi-agent workflows with @relayflows/core. Covers conversation vs pipeline coordination, WorkflowBuilder/DAG steps, agents, {{steps.X.output}} chaining, repairable verification gates, evidence-based completion, mandatory Claude-then-Codex…

This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great.

Reviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering philosophy. Default to flagging; approval is earned.

The canonical way to run agent-relay - self-bootstrap the local broker and autonomously spawn, monitor, and coordinate a team of worker agents without human intervention. Covers infrastructure startup, agent spawning, lifecycle monitoring, message-based…

Use when building multi-agent workflows with relay broker-sdk. Covers conversation vs pipeline coordination, WorkflowBuilder/DAG steps, agents, {{steps.X.output}} chaining, Relayfile-backed human assistance, Slack answer injection, integration subscriptions,…

Use when migrating an existing `defineAgent` persona (in AgentWorkforce/agents or AgentWorkforce/internal-agents) to run its LLM-heavy work through a Relayflow v1 workflow via `ctx.workflow.run()`. Covers scope decisions (what to extract, what to leave in the…

Use when creating, updating, or reviewing a Workforce cloud persona (`persona.ts` + `agent.ts`) for the current deploy/runtime shape. Covers cloud, useSubscription, integrations with scope mounting/enabledByInput gating/adapter config passthrough, inputs,…

Run a fan-out relay pattern for independent subtasks. Use when the same kind of work can be split across files, components, services, or targets with minimal coordination.

Run a sequential relay pipeline where each stage feeds the next. Use when worker N plus 1 depends on worker N's output or decisions.

Spawn and coordinate a relay team for a multi-part task. Use when work should be split across several Claude workers with explicit ACK and DONE signaling.

Run headless multi-agent Agent Relay sessions from OpenClaw. Use when spawning teams of agents, coordinating them over channels, and managing agent lifecycle from an OpenClaw session. Covers only the OpenClaw-specific setup and event reporting; the broker,…

Use when coordinating multiple AI agents with Agent Relay's workflow engine and need to pick the right orchestration pattern - covers the 10 core patterns (fan-out, pipeline, hub-spoke, consensus, mesh, handoff, cascade, dag, debate, hierarchical) plus 14…

Use when creating, updating, or reviewing a Workforce cloud persona (`persona.json`/`persona.ts` + `agent.ts`) for the current deploy/runtime shape. Covers `cloud`, `useSubscription`, integrations with scope mounting and adapter config passthrough, inputs,…

Use when writing agent-relay workflows that must fully validate features end-to-end before merging. Covers the 80-to-100 pattern - going beyond "code compiles" to "feature works, tested E2E locally." Includes repair-before-failure validation gates,…

Use when building multi-agent workflows with relay broker-sdk. Covers conversation vs pipeline coordination, WorkflowBuilder/DAG steps, agents, {{steps.X.output}} chaining, Relayfile-backed human assistance, Slack answer injection, integration subscriptions,…

Use when coordinating multiple AI agents with Agent Relay's workflow engine and need to pick the right orchestration pattern - covers the 10 core patterns (fan-out, pipeline, hub-spoke, consensus, mesh, handoff, cascade, dag, debate, hierarchical) plus 14…

Use when writing agent-relay workflows that must fully validate features end-to-end before merging. Covers the 80-to-100 pattern - going beyond "code compiles" to "feature works, tested E2E locally." Includes repair-before-failure validation gates,…

Use when building multi-agent workflows with relay broker-sdk. Covers conversation vs pipeline coordination, WorkflowBuilder/DAG steps, agents, {{steps.X.output}} chaining, Relayfile-backed human assistance, Slack answer injection, integration subscriptions,…

Create consistent, memorable visual graphics for AgentWorkforce agents in the agents repo. Use when asked to generate, design, refresh, or wire README graphics, avatars, badges, cards, banners, or visual identity assets for folders such as granola,…

Use before auto-merging any PR in an autonomous run, and between consecutive merges that touch overlapping code. Covers the per-PR auto-merge bar (live CI verification, substantive review by area, bot-finding stale-vs-actionable triage) and the cross-PR…

Use at the start of every autonomous, multi-PR, cutover-class delegated run. Authors the binding contract between operator and agent — the gates, the flip mechanism, the rollback triggers, the standing constraints, and the explicit escalate-to-human…

Use when designing or executing a cutover-class change (migration, ingestion path swap, provider relink, flag enablement). Encodes the dark-launch + single-switch flip pattern, the refusal to flip on amber, and the pre-authorized rollback procedure — the…

Use when a fix has failed two consecutive times for the same symptom. Encodes the discipline that the third action must be a temporary diagnostic (a /_diag endpoint, an enriched structured log, a runtime-captured snapshot) rather than another fix attempt.…

Use during an autonomous run to (a) dispatch supporting codex-impl + claude-review agent pairs against hard blockers when the orchestrator cannot make progress alone, and (b) maintain the live RED / GREEN gate scoreboard the orchestrator reads to authorize…

Use when a single gate would require deep proof across a large set (44 models × 10 providers; 60+ resources; every region; every plan tier). Splits the acceptance into tier-1 (deep proof on high-volume / high-fidelity slice) and tier-2 (smoke proof on…

Use when inbound Slack content (channel messages, thread replies, or DMs) doesn't read down to local disk, or an integration-event preview says "Message unavailable" though the bytes may be on disk. Covers reading mount sync state, write-only-vs-mirror…

Use when an outbound Slack writeback (channel post, thread reply, or DM) silently fails to deliver — no error, no dead-letter. Covers the writeback pipeline, the relayfile ops-API getOp recipe to read the persisted lastError, where the Slack error actually…

Use when verifying Relayfile provider integrations end-to-end against a real workspace, including auth, OAuth connect, sync, file-tree shape, discovery materialization, outbound writeback, inbound webhook checks, evidence capture, and issue filing.

Use when investigating Relayfile cloud, mount daemon, provider sync, discovery, writeback, digest generation, token handling, WorkspaceDO behavior, or architecture during integration verification and debugging.

Use when coordinating multiple AI agents with Agent Relay's workflow engine and need to pick the right orchestration pattern - covers the 10 core patterns (fan-out, pipeline, hub-spoke, consensus, mesh, handoff, cascade, dag, debate, hierarchical) plus 14…

Use when writing agent-relay workflows that must fully validate features end-to-end before merging. Covers the 80-to-100 pattern - going beyond "code compiles" to "feature works, tested E2E locally." Includes repair-before-failure validation gates, PGlite for…

Use when building multi-agent workflows with the relay broker-sdk - covers conversation-shape vs pipeline-shape coordination, repairable/reliable workflow gates, the WorkflowBuilder API, DAG step dependencies, agent definitions, step output chaining via…

Use when coordinating multiple AI agents with Agent Relay's workflow engine and need to pick the right orchestration pattern - covers the 10 core patterns (fan-out, pipeline, hub-spoke, consensus, mesh, handoff, cascade, dag, debate, hierarchical) plus 14…

Use when writing agent-relay workflows that must fully validate features end-to-end before merging. Covers the 80-to-100 pattern - going beyond "code compiles" to "feature works, tested E2E locally." Includes repair-before-failure validation gates, PGlite for…

Use when building multi-agent workflows with the relay broker-sdk - covers conversation-shape vs pipeline-shape coordination, repairable/reliable workflow gates, the WorkflowBuilder API, DAG step dependencies, agent definitions, step output chaining via…

Use when coordinating multiple AI agents and need to pick the right orchestration pattern - covers 10 patterns (fan-out, pipeline, hub-spoke, consensus, mesh, handoff, cascade, dag, debate, hierarchical) with decision framework and reflection protocol

Use when writing agent-relay workflows that must fully validate features end-to-end before merging. Covers the 80-to-100 pattern - going beyond "code compiles" to "feature works, tested E2E locally." Includes PGlite for in-memory Postgres testing, mock…

Use when building multi-agent workflows with the relay broker-sdk - covers the WorkflowBuilder API, DAG step dependencies, agent definitions, step output chaining via {{steps.X.output}}, verification gates, evidence-based completion, owner decisions,…

Use when coordinating multiple AI agents and need to pick the right orchestration pattern - covers 10 patterns (fan-out, pipeline, hub-spoke, consensus, mesh, handoff, cascade, dag, debate, hierarchical) with decision framework and reflection protocol

Use when writing agent-relay workflows that must fully validate features end-to-end before merging. Covers the 80-to-100 pattern - going beyond "code compiles" to "feature works, tested E2E locally." Includes PGlite for in-memory Postgres testing, mock…

Use when building multi-agent workflows with the relay broker-sdk - covers the WorkflowBuilder API, DAG step dependencies, agent definitions, step output chaining via {{steps.X.output}}, verification gates, evidence-based completion, owner decisions,…

Use when programmatically creating or managing agent trajectories in TypeScript - provides TrajectoryClient for persistent storage and TrajectoryBuilder for in-memory construction

Best practices for structuring prpm.json package manifests with required fields, tags, organization, multi-package management, enhanced file format, eager/lazy activation, and conversion hints

Use when an agent needs to self-bootstrap agent-relay and autonomously manage a team of workers - covers infrastructure startup, agent spawning, lifecycle monitoring, and team coordination without human intervention

Use when an agent needs to self-bootstrap agent-relay and autonomously manage a team of workers - covers infrastructure startup, agent spawning, lifecycle monitoring, and team coordination without human intervention

Use when an agent needs to self-bootstrap agent-relay and autonomously manage a team of workers - covers infrastructure startup, agent spawning, lifecycle monitoring, and team coordination without human intervention

Use when coordinating multiple AI agents in real-time - provides inter-agent messaging via MCP tools

Use when publishing an MCP server to Smithery and need to maximize the quality score - covers scoring categories, tool metadata requirements, deploy reliability, and known external deployment limitations

Best practices for structuring prpm.json package manifests with required fields, tags, organization, multi-package management, enhanced file format, eager/lazy activation, and conversion hints

Use when writing agent-relay workflows that must fully validate features end-to-end before merging. Covers the 80-to-100 pattern - going beyond "code compiles" to "feature works, tested E2E locally." Includes repair-before-failure validation gates, mandatory…

Use when building multi-agent workflows with relay broker-sdk. Covers conversation vs pipeline coordination, WorkflowBuilder/DAG steps, agents, {{steps.X.output}} chaining, repairable verification gates, evidence-based completion, mandatory Claude-then-Codex…

Use when coordinating multiple AI agents with Agent Relay's workflow engine and need to pick the right orchestration pattern - covers the 10 core patterns (fan-out, pipeline, hub-spoke, consensus, mesh, handoff, cascade, dag, debate, hierarchical) plus 14…

Use when writing agent-relay workflows that must fully validate features end-to-end before merging. Covers the 80-to-100 pattern - going beyond "code compiles" to "feature works, tested E2E locally." Includes repair-before-failure validation gates, mandatory…

Use when building multi-agent workflows with relay broker-sdk. Covers conversation vs pipeline coordination, WorkflowBuilder/DAG steps, agents, {{steps.X.output}} chaining, repairable verification gates, evidence-based completion, mandatory Claude-then-Codex…

Use when building multi-agent workflows with relay broker-sdk. Covers conversation vs pipeline coordination, WorkflowBuilder/DAG steps, agents, {{steps.X.output}} chaining, repairable verification gates, evidence-based completion, review-depth fresh-eyes…

Use when building multi-agent workflows with relay broker-sdk. Covers conversation vs pipeline coordination, WorkflowBuilder/DAG steps, agents, {{steps.X.output}} chaining, repairable verification gates, evidence-based completion, review-depth fresh-eyes…

Use when coordinating multiple AI agents with Agent Relay's workflow engine and need to pick the right orchestration pattern - covers the 10 core patterns (fan-out, pipeline, hub-spoke, consensus, mesh, handoff, cascade, dag, debate, hierarchical) plus 14…

Use when building multi-agent workflows with the relay broker-sdk - covers conversation-shape vs pipeline-shape coordination, the WorkflowBuilder API, DAG step dependencies, agent definitions, step output chaining via {{steps.X.output}}, verification gates,…

Use when building multi-agent workflows with the relay broker-sdk - covers conversation-shape vs pipeline-shape coordination, the WorkflowBuilder API, DAG step dependencies, agent definitions, step output chaining via {{steps.X.output}}, verification gates,…

Use when the assistant has a workspace VFS (via @agent-assistant/harness workspace_* tools) backed by RelayFile. Covers path conventions per provider and the cite-your-source discipline. Provider-specific rows are populated at runtime from…

Strategic content production system — writer context packet, bookmarkability rubric, avoid-slop patterns, and viral postmortem. Load when planning, drafting, scoring, or reviewing any post.

Essay authoring patterns for the Proactive Agents site — Scene scrollytelling, custom SVG figures, Callout/PullQuote/Sidenote usage, embedded media, and a pre-publish voice checklist. Load when writing or editing any MDX essay.

Use when a human or lead agent needs one plain handoff for starting an Agent Relay workspace, choosing the right Relay skill, and telling spawned agents how to communicate.

Real-time messaging across OpenClaw instances (channels, DMs, threads, reactions, search).