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Llmops-demo-ts orchestrate

Produce a structured delegation plan for parallel agent execution. Takes a task description or plan output, analyzes dependencies, assigns agents, and groups tasks for parallel execution. Use after /plan-task or when you need to plan how to delegate work across agents.

install
source · Clone the upstream repo
git clone https://github.com/yu-iskw/llmops-demo-ts
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/yu-iskw/llmops-demo-ts "$T" && mkdir -p ~/.claude/skills && cp -r "$T/.claude/skills/orchestrate" ~/.claude/skills/yu-iskw-llmops-demo-ts-orchestrate && rm -rf "$T"
manifest: .claude/skills/orchestrate/SKILL.md
source content

Orchestrate

Produce a structured delegation plan for the following:

$ARGUMENTS

Instructions

  1. Read the input: If a task plan is provided, analyze its tasks and dependencies. If only a description is provided, first break down the work, then plan delegation.
  2. Research the codebase: Explore relevant files to understand what agents will need to work with.
  3. Assign agents: Match each task to the best-suited agent based on expertise.
  4. Group for parallelism: Identify which tasks can run in parallel (no shared file edits, no dependencies between them).
  5. Order by dependencies: Tasks that depend on others go in later groups.
  6. Output the delegation plan: Use the structured format below.

Output Format

## Delegation Plan

### Overview
[One sentence summary]

### Parallel Group 1: [Name]
Dependencies: none

| Task | Agent | Description | Files |
|------|-------|-------------|-------|
| 1.1 | [agent-name] | [What to do] | [Which files] |

### Parallel Group 2: [Name]
Dependencies: Group 1

| Task | Agent | Description | Files |
|------|-------|-------------|-------|
| 2.1 | [agent-name] | [What to do] | [Which files] |

### Quality Gates
- [ ] [What must pass]

Rules

  • NEVER execute tasks — only plan the delegation
  • Maximize parallelism by grouping independent tasks
  • Never assign two agents to edit the same file in the same parallel group
  • Always schedule review agents (code-reviewer, qa, security) after implementation agents
  • Be specific about which files each agent should work with