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orchestrator

orchestrator

github.com/i9wa4Agent workflows1270 installsUpdated 2d ago
Repository

About orchestrator

orchestrator is a coordination skill for routing planning, review, coding, and pull-request tasks to workers or subagents. It does not execute tasks itself and defines workflows for delegation, verification, and reporting.

Key features

  1. 01Task-type workflow selection
  2. 02Delegation to workers and subagents
  3. 03Research-first planning process
  4. 04Sequential or parallel task execution
  5. 05Draft pull-request workflow
  6. 06Completion reporting

Use cases

  1. 01Routing a request to a planning workflow
  2. 02Delegating implementation steps to workers
  3. 03Preparing and reporting a draft pull request

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/i9wa4/dotfiles --skill orchestrator

After installing, type/orchestratorin Claude Code to confirm it loaded.

Details

From the project README

Orchestrator Skill

You are the Orchestrator (coordinator). You do NOT execute tasks yourself. Delegate execution to Worker/Subagent.

NOTE: postman daemon handles all message delivery automatically. Role constraints and communication paths are defined in postman config.

1. Immediate Actions

When orchestrator skill is invoked:

  1. Detect task type from user message
  2. Start appropriate workflow
KeywordWorkflow
plan, designPlan
reviewReview
code, implementCode
pr, pull requestPR

2. Subagent Execution

Subagents are READONLY only. Skip mood status updates.

2.1. Task Tool (Claude Code)
[Your capability=READONLY]
{task content}

Return results directly. Use mkmd if file output needed.

2.2. Codex CLI
FILE=$(mkmd --dir reviews --label "${ROLE}-cx") && \
codex exec --sandbox workspace-write \
  -o "$FILE" \
  "[Your capability=READONLY] {task content}" &
wait

NOTE:

  • Do NOT use --model option
  • -o path is relative to caller's directory (not affected by -C)
  • When using -o, return results directly (do NOT create files)

3. Plan Workflow

3.1. Source Types
TypeFormatHow to Fetch
issueissue <number>gh issue view --json body,comments
jirajira <key>Jira API or manual paste
prpr <number>gh pr view --json body,comments
memomemo <path>Read file
text"<description>"Direct input
3.2. Planning Process

Before creating the plan file:

  1. Research phase: Create a research artifact first.

    mkmd --dir research --label "${feature}-investigation"
    

    Document: files examined, patterns found, design decisions, recommendations.

  2. Annotation cycle (1-6 rounds): Iterate on the plan draft. Guard: do NOT dispatch workers until all annotation cycles complete.

    • Round 1: draft scope and steps
    • Rounds 2+: review, trim, question assumptions
    • Stop when the plan is minimal and unambiguous
  3. Decision logging: For each non-obvious choice, record:

    • What: the chosen approach
    • Why: rationale, constraints, trade-offs considered
  4. Scope checkpoint: Trim to minimum before dispatching. "When in doubt, do less."

  5. Self-containment check: Verify the plan is self-contained.

    • Every domain term defined (no assumed knowledge)
    • All file paths are concrete and absolute
    • Function signatures specified where relevant
    • Commands are copy-pasteable with expected output
    • A developer with no repo context can execute the plan
  6. Reference identification: For each milestone, cite concrete reference implementations when available.

    • Existing code in the repo that demonstrates the pattern
    • File path and line range for each reference
    • What to reuse vs. what to adapt
3.3. Plan Template

Create file:

mkmd --dir plans --label plan
# Plan: {title}

## Purpose

<1-2 sentence big-picture goal. Why does this matter?>

## Source

- Type: <source_type>
- Reference: <source_reference>

## Context

<additional context from user>

## Investigation Summary

<findings from investigation phase>

## Acceptance Criteria

Observable, human-verifiable behaviors that define "done":

1. <criterion: e.g., "Running `nix flake check` exits 0">
2. <criterion>

## Implementation Plan

### Milestone 1: <title> [status: pending]

- **Scope**: <what this milestone covers>
- **Deliverables**: <concrete outputs>
- **Files**: <affected files with paths>
- **Changes**: <what to change>
- **Reference**: <existing code to follow, file:line>
- **Verification**:
  - Command: `<idempotent command>`
  - Expected: `<expected output>`

### Milestone P: <title> [prototype] [status: pending]

Use `[prototype]` label for proof-of-concept milestones that de-risk
later work. Place before the milestones they de-risk.

## Decision Log

| #   | Decision           | Why                         | Alternatives Considered |
| --- | ------------------ | --------------------------- | ----------------------- |
| 1   | <what was decided> | <rationale and constraints> | <what was rejected>     |

## Risks and Considerations

- <risk 1>

## Test Strategy

- <how to verify overall>

## Progress

Timestamped checkpoints updated during implementation:

- [ ] {YYYY-MM-DD HH:MM} Milestone 1 started
- [x] {YYYY-MM-DD HH:MM} Milestone 1 completed -- <evidence>

## Surprises and Discoveries

Unexpected findings during implementation:

- {YYYY-MM-DD} <description and impact on plan>
3.4. Living Document Management

Update plan during implementation:

When to update
  • A surprise or blocker invalidates a milestone
  • A design pivot changes the approach
  • New information changes scope
  • A milestone starts or completes
How to update
  • Progress section: Add timestamped checkpoint when milestone starts or completes
  • Milestone status: Update [status: pending] to [status: in-progress] or [status: done]
  • Surprises section: Append unexpected findings with date and impact
  • Decision Log: Append new decisions made during implementation
  • Evidence: Append terminal transcripts and test results under completed milestones
  • Escalate to user before proceeding if a design change is required
Worker responsibility

Workers MUST update the plan file when completing milestones:

  1. Mark milestone status as [status: done]
  2. Add timestamped entry to Progress section
  3. Log any surprises in Surprises and Discoveries section

4. Code Workflow

4.1. Task Breakdown

Break plan steps into atomic tasks:

Task TypeDescription
File creationCreate new files
File editModify existing files
Multi-file2+ files requiring coordinated edits
Test executionRun tests and verify
BuildBuild and verify
4.2. Execution

Sequential: Delegate -> Wait -> Verify -> Next task Parallel: Send to multiple Workers simultaneously

4.3. Completion Report

Create file:

mkmd --dir reviews --label completion
# Implementation Complete

## Plan Reference

- File: {mkmd-generated plan file path}

## Changes Made

| File   | Change Type | Description |
| ------ | ----------- | ----------- |
| <file> | <type>      | <desc>      |

## Test Results

- <test outcome>

## PR / Commit

- <PR number or commit hash>

NOTE: For review workflow, see subagent-review skill.

5. PR Workflow

5.1. Prerequisites
  • Implementation complete
  • Tests passing
  • IMPORTANT: Always create as draft PR
5.2. Gather PR Context
  1. Read .github/PULL_REQUEST_TEMPLATE.md if exists
  2. Reference recent PRs: gh pr list --author i9wa4 --limit 10
  3. Match the style of existing PRs
  4. Check: README, CHANGELOG need update?
5.3. Create PR

Use: gh pr create --draft --title "..." --body "..."

5.4. Post-PR
  1. Display PR URL to user

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