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orchestrate

Coordinates multiple specialized agents in parallel. Triggers: orchestrate, multi-agent, parallel agents, coordinate agents.

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Repository
softspark/ai-toolkit
Last source activity
October 2, 2026 at 06:32
Detected SKILL.md language
English
Stars
179
Forks
21

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SKILL.md
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name
orchestrate
description
Coordinates multiple specialized agents in parallel. Triggers: orchestrate, multi-agent, parallel agents, coordinate agents.
user-invocable
true
effort
high
argument-hint
[task]
context
fork
agent
orchestrator
model
opus
allowed-tools
Bash, Read, Write, Edit, Glob, Grep, Agent, TeamCreate, TeamDelete, SendMessage, TaskCreate, TaskList, TaskUpdate, TaskGet, TaskOutput, TaskStop
# /orchestrate - Multi-Agent Coordination $ARGUMENTS <!-- CLAUDE_CODE_ONLY_START --> Only in Claude Code, apply the `model-routing-patterns` skill when choosing executors or creating agent definitions. Delegate to `codex:codex-rescue` only when its plugin is installed, enabled and callable in this session. Otherwise use the installed native agents and their configured models. A context without the Agent tool returns the dispatch decision to its supervisor; it does not invent a tool or bypass the client. Preserve explicit user choices and verify actual completion before accepting a delegated result. <!-- CLAUDE_CODE_ONLY_END --> ## Choose the available execution mode When the Agent tool is available, decompose the task and delegate owned work to real agents. The supervisor integrates and verifies their results. If the runtime has no delegation support, do the authorized work in the current session and report that limitation. Never invent agent calls or present role-play as delegation. ## Step 1 — Decompose Analyze the task and identify 3–6 sub-domains (e.g. backend, frontend, security, testing, docs). Define clear file ownership per domain so agents don't conflict. Present the decomposition and obtain any approval not already covered by the user's instructions. Preserve approval already given for the task. ## Step 2 — Spawn agents in parallel (REQUIRED) When available, call the `Agent` tool for independent sub-domains in parallel, within the runtime's concurrency and nesting limits. Execute dependent tasks in order and use the current-session fallback when delegation is unavailable. Example for a feature implementation task: ``` Agent(subagent_type="backend-specialist", prompt="...", ...) Agent(subagent_type="frontend-specialist", prompt="...", ...) Agent(subagent_type="test-engineer", prompt="...", ...) Agent(subagent_type="security-auditor", prompt="...", ...) ``` Each agent prompt MUST include: 1. The original user task 2. The specific sub-task this agent owns 3. File paths this agent is allowed to modify 4. Success criteria for this agent's work ## Step 3 — Synthesize After all agents complete, generate the Orchestration Report combining their findings. ## Available Agents | Agent | Domain | |-------|--------| | `backend-specialist` | API, server logic, databases | | `frontend-specialist` | React, Vue, UI components | | `test-engineer` | Unit, integration, E2E tests | | `security-auditor` | OWASP, vulnerabilities, auth | | `database-architect` | Schema, migrations, queries | | `devops-implementer` | Docker, CI/CD, infra | | `performance-optimizer` | Profiling, bottlenecks | | `documenter` | KB, architecture notes, runbooks | | `code-reviewer` | Code quality, patterns | | `tech-lead` | Architecture, standards | ## Output Format ```markdown ## Orchestration Report ### Task [Original task] ### Agents Invoked | # | Agent | Sub-task | Files | Status | |---|-------|----------|-------|--------| | 1 | backend-specialist | API layer | src/api/ | Done | | 2 | frontend-specialist | UI components | src/components/ | Done | | 3 | test-engineer | Test suite | tests/ | Done | ### Key Findings 1. **[Agent]**: Finding 2. **[Agent]**: Finding ### Summary [Synthesis] ```
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