# Send Agent Orchestrate to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "agent-orchestrate", "name": "Agent Orchestrate", "source": "tencent", "type": "skill", "category": "AI 智能", "sourceUrl": "https://clawhub.ai/MoltonBot000/agent-orchestrate", "canonicalUrl": "https://clawhub.ai/MoltonBot000/agent-orchestrate", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/agent-orchestrate", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=agent-orchestrate", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md", "references/dependency-tree.md", "references/fan-out.md", "references/pipeline.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "agent-orchestrate", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-29T07:03:58.081Z", "expiresAt": "2026-05-06T07:03:58.081Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=agent-orchestrate", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=agent-orchestrate", "contentDisposition": "attachment; filename=\"agent-orchestrate-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "agent-orchestrate" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/agent-orchestrate" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/agent-orchestrate", "downloadUrl": "https://openagent3.xyz/downloads/agent-orchestrate", "agentUrl": "https://openagent3.xyz/skills/agent-orchestrate/agent", "manifestUrl": "https://openagent3.xyz/skills/agent-orchestrate/agent.json", "briefUrl": "https://openagent3.xyz/skills/agent-orchestrate/agent.md" } } ``` ## Documentation ### Agent Orchestration — Quick Reference Simple patterns for multi-agent coordination. For advanced dynamic orchestration, see cord-trees. ### Core Primitives ToolPurposesessions_spawnCreate isolated sub-agent with tasksubagents listCheck status of running agentssubagents steerSend guidance to running agentsubagents killTerminate an agentsessions_sendMessage another session ### Spawn vs Fork Two context strategies for sub-agents: ### Spawn (Clean Slate) Sub-agent gets only its task prompt. No parent context. Use when: - Task is self-contained - You want isolation (no context bleed) - Subtask doesn't need sibling results - Cheaper/faster (smaller context) Example: "Research competitor X" — doesn't need to know about competitors Y and Z. ### Fork (Context-Inheriting) Sub-agent receives accumulated results from siblings. Use when: - Synthesis/analysis across prior work - Task builds on what others discovered - Final integration step Implementation: Include sibling results in the task prompt: Task: Synthesize findings into recommendation. Prior research: - Competitor A: [result from agent 1] - Competitor B: [result from agent 2] - Market trends: [result from agent 3] ### 1. Parallel Fan-Out Spawn N independent agents, wait for all to complete. # Pseudocode tasks = ["research A", "research B", "research C"] for task in tasks: sessions_spawn(task=task, label=f"research-{i}") # Poll until all complete while not all_complete(subagents list): wait(30s) # Collect results from session histories See: references/fan-out.md ### 2. Pipeline (Sequential) Each agent's output feeds the next. Agent 1: Research → Agent 2: Analyze (using research) → Agent 3: Write (using analysis) Implementation: Spawn agent 1, wait for completion, spawn agent 2 with agent 1's result, etc. See: references/pipeline.md ### 3. Dependency Tree Tasks with explicit dependencies. Don't start X until Y completes. #1 Research API surface #2 Research GraphQL tradeoffs #3 Analysis (blocked-by: #1, #2) #4 Recommendation (blocked-by: #3) Implementation: Track state in a JSON file. Poll and spawn when dependencies clear. See: references/dependency-tree.md ### 4. Human-in-the-Loop Pause workflow for human input at checkpoints. Agent 1: Draft proposal → [CHECKPOINT: Human approves/rejects] → Agent 2: Implement approved proposal Implementation: Agent 1 completes, orchestrator messages human via sessions_send or channel message, waits for response before spawning agent 2. ### 5. Supervisor Pattern Orchestrator monitors agents and intervenes when stuck. while agents_running: status = subagents list for agent in status: if stuck_too_long(agent): subagents steer(target=agent, message="Try alternative approach...") if clearly_failed(agent): subagents kill(target=agent) # Retry or escalate ### State Management For complex orchestrations, track state in a file: // orchestration-state.json { "tasks": { "research-a": {"status": "complete", "result": "...", "sessionKey": "..."}, "research-b": {"status": "running", "sessionKey": "..."}, "synthesis": {"status": "blocked", "blockedBy": ["research-a", "research-b"]} } } Update after each spawn, completion check, or state change. ### Best Practices Label agents clearly — Use descriptive labels for subagents list readability Set timeouts — Use runTimeoutSeconds to prevent runaways Don't over-parallelize — More agents ≠ better. Consider token costs. Checkpoint expensive work — Write intermediate results to files Handle failures — Decide: retry, skip, or escalate to human Keep tasks focused — One clear goal per agent. Easier to debug. ### Anti-Patterns ❌ Polling in tight loops — Use reasonable intervals (30s+) ❌ Spawning agents for trivial tasks — Just do it yourself ❌ Giant context dumps — Summarize, don't copy entire histories ❌ No failure handling — Agents fail. Plan for it. ### Choosing a Pattern SituationPatternN independent research tasksFan-outStep A → Step B → Step CPipelineComplex task with prerequisitesDependency treeNeed human approval mid-flowHuman-in-the-loopLong-running with potential issuesSupervisorSimple one-off subtaskJust spawn one agent ### Quick Reference # Spawn a sub-agent sessions_spawn(task="Do X", label="my-task", runTimeoutSeconds=300) # Check status subagents(action="list") # Send guidance subagents(action="steer", target="my-task", message="Focus on Y instead") # Kill runaway subagents(action="kill", target="my-task") ## Trust - Source: tencent - Verification: Indexed source record - Publisher: MoltonBot000 - Version: 1.0.0 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-04-29T07:03:58.081Z - Expires at: 2026-05-06T07:03:58.081Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/agent-orchestrate) - [Send to Agent page](https://openagent3.xyz/skills/agent-orchestrate/agent) - [JSON manifest](https://openagent3.xyz/skills/agent-orchestrate/agent.json) - [Markdown brief](https://openagent3.xyz/skills/agent-orchestrate/agent.md) - [Download page](https://openagent3.xyz/downloads/agent-orchestrate)