orchestrate

name	orchestrate
description	Orchestrate autonomous multi-phase feature delivery using Claude Code Agent Teams with a Tech Lead coordinator that spawns architect, builder, and reviewer teammates Use when this capability is needed.
metadata	{"author":"CorbinatorX"}

Orchestrate Skill

Purpose

Orchestrates fully autonomous multi-phase feature delivery using Claude Code Agent Teams. A Tech Lead agent acts as the team lead, spawning specialist teammates (Architect, Builder, Reviewer) to design, implement, review, and deliver features as PRs — one phase at a time.

This Skill delegates orchestration to the tech-lead agent, which coordinates the full lifecycle using Agent Teams.

Path Configuration

Blueprint and task paths default to .agentic/blueprints/active/ and .agentic/tasks/active/. These can be overridden via .claude/config.json:

{
  "documentation": {
    "blueprintPath": ".agentic/blueprints/active",
    "taskPath": ".agentic/tasks/active"
  }
}

If these paths are set in config, use them instead of the defaults throughout this workflow.

Auto-Discovery Triggers

This Skill automatically activates when users mention:

• "Orchestrate the full build of {feature}"
• "Deliver {feature} end to end"
• "Run the full workflow for {description}"
• "Tech lead: build {service/feature}"
• "Build the whole thing"
• "End to end delivery of {feature}"

Example Invocations

"Orchestrate the full build of the payment service"
"Deliver the notification system end to end"
"Tech lead: implement the user profile feature"
"Run the full workflow for work item #25186"
"Build the whole thing from the payment-service blueprint"

Input Formats

The Skill accepts three input types:

1. Free-text feature description:

"Orchestrate a payment processing service with Stripe integration"

2. Work item reference:

"Orchestrate work item #25186"
"Deliver Notion page https://notion.so/abc123"

3. Existing blueprint path:

"Orchestrate from .agentic/blueprints/active/payment-service-blueprint.md"

Shared Modules

This Skill uses shared helper modules:

Orchestration (.claude/shared/orchestration/):

• State file schema and persistence
• State transition rules
• Continuation prompt generation
• Resume algorithm

Git (.claude/shared/git/):

• Branch slug generation
• Branch creation

Work Items (.claude/shared/work-items/) — Optional:

• Work item retrieval and status updates
• Provider abstraction (ADO, Notion, Jira)

Teams (.claude/shared/teams/) — Optional:

• Phase completion notifications
• Error alerts during unattended runs

See shared module READMEs for detailed patterns and examples.

Workflow

Step 1: Check Agent Teams Availability

# Check if Agent Teams is enabled
if [ -z "$CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS" ]; then
    echo "Agent Teams not enabled"
fi

If Agent Teams is enabled: Proceed with full orchestration (Steps 2-10).

If Agent Teams is NOT enabled:

CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS is not enabled.

To enable Agent Teams for autonomous orchestration:
  export CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1

Without Agent Teams, you can run the workflow manually:
  1. /blueprint — Create architecture
  2. /blueprint-tasks — Convert to phase tasks
  3. /implement-task — Implement each task
  4. /review-task — Review each task
  5. /commit — Commit changes
  6. /create-pr — Create pull request

Would you like to proceed with the sequential workflow instead?

If user agrees to sequential workflow, guide them through each step interactively. Otherwise, stop and let them enable the flag.

Step 2: Read Project Configuration

Required: Read .claude/config.json to understand:

• Project type (backend, frontend, fullstack, mobile)
• Tech stack (dotnet, nodejs, python, react, etc.)
• Architecture pattern (clean-architecture, hexagonal, mvc, etc.)
• Testing framework and coverage goals
• Build commands

If .claude/config.json doesn't exist:

Project configuration not found.

.claude/config.json is required for orchestration.
Run /configure to set up project configuration first.

Optional: Read .claude/techops-config.json for:

• Work item provider configuration
• Teams notification settings
• Worktree configuration

Step 3: Parse Input and Resolve Feature Context

If work item reference provided:

1. Determine provider from .claude/techops-config.json
2. Fetch work item details using provider-specific MCP tools
3. Extract: title, description, acceptance criteria, repository
4. Use title for service name derivation

If blueprint path provided:

1. Verify blueprint file exists
2. Extract service name from filename (e.g., payment-service-blueprint.md -> payment-service)
3. Skip architecture phase (Phase 1 of Tech Lead)

If free-text description provided:

1. Derive service name from description
2. Use description as feature requirements

Step 4: Create Feature Branch (MANDATORY)

CRITICAL: This step MUST complete before ANY other work begins. Never work on main.

1. Derive service name from the feature title or work item

   • e.g., "AI Concierge: Event Discovery" → ai-concierge

2. Generate branch name using shared git patterns (.claude/shared/git/README.md):

   • With work item: feature/{work-item-id}-{slug}
   • Without work item: feature/{slug}

3. Check for worktree mode in .claude/techops-config.json:

   If worktree.enabled is true:

   # Each orchestration gets its own isolated worktree
   # This is ESSENTIAL for running parallel orchestrations
   worktree_enabled=$(jq -r '.worktree.enabled // false' .claude/techops-config.json)
   
   if [ "$worktree_enabled" = "true" ]; then
       # Follow .claude/shared/worktree/README.md patterns
       # Creates: {base_path}/{repo}-{work_item_id}/
       # Each agent-deck session works in its own directory
       # Prevents branch conflicts between parallel orchestrations
   fi
   

   If worktree mode disabled:

   # Create branch in current directory
   git checkout -b feature/{work-item-id}-{slug}
   

4. Verify branch — STOP if still on main:

   current_branch=$(git branch --show-current)
   if [ "$current_branch" = "main" ] || [ "$current_branch" = "master" ]; then
       echo "FATAL: Still on . Branch creation failed. Do not proceed."
        1
   
    
   

Reference: See .claude/shared/git/README.md for branch slug generation and .claude/shared/worktree/README.md for worktree patterns.

Step 5: Initialize Orchestration State

Create the orchestration state file:

mkdir -p .agentic/tasks/active/{service-name}

Write initial state to .agentic/tasks/active/{service-name}/orchestration-state.json:

{
  "version": "1.0",
  "feature": "{service-name}",
  "input_source": {
    "type": "{work-item|blueprint|free-text}",
    "reference": "{work-item-id|blueprint-path|description}",
    "provider": "{azure-devops|notion|jira|null}",
    "url": "{source-url|null}"
  },
  "blueprint_path": null,
  "branch_name": "{branch-name}",
  "total_phases": 0,
  "current_phase": 0,
  "status": "initializing",
  "phase_status": {},
  "review_history": 
   
   
   

Reference: See .claude/shared/orchestration/README.md for full schema.

Step 6: Display Orchestration Summary

Present the orchestration plan to the user before starting:

## Orchestration Plan: {service-name}

**Input:** {input type and reference}
**Branch:** {branch-name}
**Tech Stack:** {from config}
**Architecture:** {from config}

### Workflow
1. Architect teammate designs blueprint (with plan approval)
2. Blueprint converted to phase tasks
3. For each phase:
   a. Builder teammate(s) implement tasks
   b. Reviewer teammate validates quality
   c. Rework if score < 75 (max 2 attempts)
   d. Commit and create PR on pass
4. Repeat until all phases delivered

### Agent Teams Configuration
- Team lead: THIS session (you — the main Claude Code session)
- Teammates: Architect, Builder(s), Reviewer (spawned by you)
- Strategy: Fresh team per phase
- Quality threshold: 75/100 (Grade B)

Proceed with orchestration?

Wait for user confirmation before starting.

Step 7: Act as Team Lead (CRITICAL — do NOT delegate)

CRITICAL: YOU (the main session) are the team lead. Do NOT delegate to a subagent or invoke the tech-lead agent via the Agent tool. Subagents CANNOT create teams or spawn teammates — only the top-level session can.

You must directly:

1. Create an agent team
2. Spawn teammates
3. Coordinate via the shared task list and messaging
4. Clean up the team between phases

Follow the workflow from agents/workflow/tech-lead.md as YOUR instructions — do not spawn it as a separate agent.

7a. Architecture Phase — Spawn Architect Teammate

Create a team and spawn an Architect teammate:

Create an agent team for {service-name} development.

Spawn an architect teammate with this prompt:
"You are a Software Architect. Design architecture for: {feature_description}

Create a comprehensive blueprint at .agentic/blueprints/active/{service-name}-blueprint.md.
Follow project conventions from .claude/config.json.
Reference the software-architect agent definition for blueprint structure requirements.

Include:
- Domain model with entities and relationships
- Technical architecture following {configured_pattern}
- API design with endpoints and data models
- 4-6 implementation phases with 5-10 tasks each
- Security, performance, and testing considerations"

Require plan approval before the architect makes changes.
Only approve plans that include test strategy and security considerations.

Wait for the Architect to complete. Validate the blueprint exists and has all required sections.

If blueprint already exists: Skip this step — go directly to 7b.

7b. Task Generation

Run /blueprint-tasks with the blueprint path to generate phase task files. Parse the generated files to determine total phases and task structure. Update orchestration state.

7c. Implementation Phases — For Each Phase

Clean up any previous team, then create a fresh team for this phase:

Clean up the team.
Create a new agent team for {service-name} phase {N}.

Analyze task independence and assign file ownership:

• Read the phase file tasks and their file locations
• Group tasks by file ownership — no two teammates edit the same files
• Determine teammate count (1-3 builders based on independent task groups)

Spawn Builder teammate(s):

Spawn a builder teammate with this prompt:
"You are a Builder. Implement tasks from the shared task list.

Blueprint: .agentic/blueprints/active/{service-name}-blueprint.md
Phase file: .agentic/tasks/active/{service-name}/phase{N}.md
Your file ownership: {list of files this teammate may edit}

Follow the builder agent definition for implementation workflow.
Self-claim tasks from the shared list as you complete work.
Only edit files in your ownership set.
Run build and tests after each task."

Create tasks in the shared task list from the phase file with dependencies.

Wait for all builders to finish — you'll receive idle notifications.

Spawn Reviewer teammate:

Spawn a reviewer teammate with this prompt:
"You are a Reviewer running the Manager agent's scoring workflow.

Phase file: .agentic/tasks/active/{service-name}/phase{N}.md
Blueprint: .agentic/blueprints/active/{service-name}-blueprint.md

Run the full Manager review process:
1. Execute automated checks (build, tests, linting, type checking)
2. Validate acceptance criteria from the phase file
3. Score across 6 categories (Completeness, Code Quality, Architecture, Security, Testing, Documentation)
4. Generate status report at .agentic/tasks/active/{service-name}/phase{N}_status.md
5. Report your total score and letter grade"

Evaluate review results:

• Score >= 75 (Grade B+): Phase passes — proceed to commit and PR
• Score < 75: Trigger rework — message Builder teammates with specific fixes
• Max 2 rework attempts — then escalate to human

On pass: Run /commit and /create-pr for the phase.

Clean up the team before starting the next phase.

Repeat for each phase until all phases are delivered.

Step 8: Monitor Progress

Track and report progress at each milestone:

Step 9: Handle Completion

When all phases are delivered:

## Orchestration Complete: {service-name}

### Summary
**Phases delivered:** {N}
**Total tasks:** {count}
**Duration:** {elapsed}

### Pull Requests
| Phase | Title | Score | Grade | PR |
|-------|-------|-------|-------|----|
| 1 | {title} | {score} | {grade} | #{number} |
| 2 | {title} | {score} | {grade} | #{number} |

### State File
.agentic/tasks/active/{service-name}/orchestration-state.json (status: completed)

Archive completed artifacts: After all phases are delivered and PRs created, move artifacts from active/ to archive/:

# Move blueprint to archive
mv .agentic/blueprints/active/{service-name}-blueprint.md .agentic/blueprints/archive/

# Move task folder to archive
mv .agentic/tasks/active/{service-name}/ .agentic/tasks/archive/

This keeps active/ clean for the next piece of work. The archived artifacts remain available for reference.

If work item provider configured:

• Update work item state to "Resolved" / "Done"
• Add completion comment with PR links

If Teams configured:

• Send completion notification with PR summary

Step 10: Handle Interruption

If the orchestration is interrupted (session loss, context limit):

The Tech Lead writes a continuation prompt to the state file before exiting. To resume:

Orchestration interrupted. State has been saved.

To resume: /resume-orchestration {service-name}

Reference: See commands/workflow/resume-orchestration.md for the resume command.

Error Handling

Missing Configuration

Project configuration not found.

.claude/config.json is required for orchestration.

Please run /configure to set up:
- Project type and tech stack
- Architecture pattern
- Testing framework
- Build commands

Work Item Not Found

Work item {reference} not found.

Provider: {provider}
Error: {error details}

Check:
- Work item ID/URL is correct
- You have access to the work item
- Provider is configured in .claude/techops-config.json

Blueprint Generation Failed

Architect teammate failed to generate blueprint.

State file: .agentic/tasks/active/{service-name}/orchestration-state.json
Status: architecture (incomplete)

Options:
1. Resume: /resume-orchestration {service-name}
2. Create blueprint manually: /blueprint {description}
3. Start fresh: delete state file and re-run

Phase Review Blocked

Phase {N} is blocked after 2 rework attempts.

Latest score: {score}/100 (Grade {grade})
Status report: .agentic/tasks/active/{service-name}/phase{N}_status.md

The following issues could not be automatically resolved:
- {issue 1}
- {issue 2}

Please review the status report and:
1. Fix issues manually, then: /resume-orchestration {service-name}
2. Accept current state and skip to next phase
3. Abandon this orchestration

Teammate Spawn Failure

Failed to spawn {role} teammate.

This may be caused by:
- Agent Teams feature not properly enabled
- System resource limits
- Permission issues

Retry: /resume-orchestration {service-name}
Fallback: Run the {role} step manually using /{corresponding-command}

Sequential Fallback Workflow

When Agent Teams is not available, this Skill guides users through the equivalent manual workflow:

Sequential Workflow Mode (Agent Teams not enabled)

Step 1: /blueprint {feature-description}
  -> Creates architecture blueprint

Step 2: /blueprint-tasks {blueprint-path}
  -> Converts to phase task files

Step 3: /implement-task {service}/phase1#1.1
  -> Implement first task
  [Repeat for each task in phase]

Step 4: /review-task {service}/phase1
  -> Review phase implementation

Step 5: /commit
  -> Commit phase changes

Step 6: /create-pr
  -> Create phase PR

[Repeat Steps 3-6 for each phase]

The Skill tracks which step the user is on and suggests the next command after each completion.

Integration with Workflow

Main session acts as team lead using:

• tech-lead agent definition — Instructions for how to orchestrate (followed directly, NOT spawned as subagent)
• software-architect agent — Blueprint creation (spawned as Agent Teams teammate)
• builder agent — Task implementation (spawned as Agent Teams teammate)
• manager agent — Quality validation (spawned as Agent Teams teammate)

Uses commands:

• /blueprint-tasks — Convert blueprint to phase tasks
• /commit — Create conventional commit per phase
• /create-pr — Create pull request per phase
• /resume-orchestration — Resume interrupted orchestration

Uses skills (via teammates):

• blueprint — Architecture design
• implement-task — Task implementation
• review-task — Quality validation

Related skills:

• pickup-feature — For work-item-driven feature pickup (single-task, not multi-phase)
• pickup-bug — For bug work items
• pickup-tech-debt — For tech debt work items

Development Cycle Position

1. /orchestrate              — Full autonomous delivery  <-- YOU ARE HERE
   (or manually):
   1a. /blueprint            — Architect creates architecture
   1b. /blueprint-tasks      — Convert to phase-based tasks
   1c. /implement-task X.X   — Builder implements tasks
   1d. /review-task X.X      — Manager validates
   1e. /commit               — Create smart commit
   1f. /create-pr            — Create pull request
2. [Review, approve, merge]
3. /resume-orchestration     — Resume if interrupted

Notes

• This Skill is the top-level entry point for autonomous multi-phase delivery
• The Tech Lead agent handles all coordination — this Skill is the launcher
• Agent Teams provides independent context windows per teammate, solving context limit issues
• Team-per-phase strategy ensures fresh context and avoids bloat
• State persistence enables crash recovery via /resume-orchestration
• Sequential fallback makes the Skill usable even without Agent Teams
• File ownership in Builder spawn prompts prevents concurrent edit conflicts
• Max 3 Builder teammates per phase keeps token costs manageable
• Review threshold of 75 (Grade B) balances quality with progress
• Max 2 rework attempts prevents infinite loops — escalates to human
• Works with all work item providers (ADO, Notion, Jira) via shared interfaces

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Source: CorbinatorX/devops-ai-toolkit-claude-plugin — distributed by TomeVault.