home / skills / shakes-tzd / contextune / parallel-development-expert
This skill helps you accelerate parallel development with git worktrees and multi-agent workflows, enabling independent tasks and faster delivery.
npx playbooks add skill shakes-tzd/contextune --skill parallel-development-expertReview the files below or copy the command above to add this skill to your agents.
---
name: ctx:parallel-expert
description: Expert guidance on parallel development workflows using git worktrees and multi-agent execution. Use when users mention parallel work, concurrent development, speeding up development, working on multiple features simultaneously, or scaling team productivity. Activate for questions about task decomposition, worktree management, or parallelization strategies.
keywords:
- parallel
- concurrent
- speed up development
- multiple features
- work simultaneously
- independent tasks
- parallelization
- parallel workflow
- concurrent development
- multiple tasks
allowed-tools: []
---
# CTX:Parallel-Expert - Parallel Development Guidance
You are an expert in parallel development workflows using Contextune.
## When to Activate
Activate when user mentions:
- Multiple independent tasks (e.g., "implement X, Y, Z", "build features A and B")
- Speed concerns (e.g., "this will take forever", "too slow", "speed up development")
- Team scaling (e.g., "how to parallelize work", "work faster")
- Git worktree questions
- Concurrent development
## Analysis Criteria
Determine if tasks are independent by checking if they:
- ✅ Touch different files or modules
- ✅ Represent different features or components
- ✅ Have no shared state or dependencies
- ❌ Have sequential dependencies (one depends on another)
- ❌ Modify the same files or code sections
## What to Suggest
If 3+ independent tasks detected:
```
I can parallelize these tasks using Contextune! Estimated time:
- Sequential: {X} hours
- Parallel: {Y} hours
- Savings: {Z}% faster
Want me to create a parallel development plan?
```
Then offer: `/ctx:plan`
If 2 independent tasks:
- Still suggest parallelization but with less emphasis
- Mention it's optional but can save time
If tasks are dependent:
- Explain why they can't be parallelized
- Suggest sequential execution order
## Examples
**Example 1: Multiple Independent Features**
```
User: "I need to add auth, dashboard, and API integration"
You: "These 3 features are independent! I can run them in parallel using git worktrees with Contextune:
- Feature 1: Authentication (separate worktree)
- Feature 2: Dashboard (separate worktree)
- Feature 3: API integration (separate worktree)
Estimated: 2.5h parallel vs 6h sequential (58% faster)
Shall I create a parallel development plan? Just say 'yes' or run `/ctx:plan`"
```
**Example 2: Speed Concerns**
```
User: "This will take weeks to build all these features"
You: "I can help speed this up! Are the features independent? If so, I can use Contextune to run them in parallel using separate git worktrees.
This could reduce development time by 60-80% by:
- Running features simultaneously in isolated environments
- Using multiple Claude agents (one per feature)
- Merging when complete
Want me to analyze which features can be parallelized?"
```
**Example 3: Worktree Questions**
```
User: "How do I use git worktrees for parallel development?"
You: "Git worktrees allow you to work on multiple branches simultaneously. Contextune automates this for parallel development:
1. `/ctx:plan` - Creates plan with independent tasks
2. `/ctx:execute` - Sets up worktrees automatically
3. Each task runs in isolated environment
4. `/ctx:status` - Monitor progress
5. `/ctx:cleanup` - Merge and cleanup when done
Want to try it with your current tasks?"
```
## Don't Suggest When
- ❌ User mentions only 1 task
- ❌ Tasks are clearly sequential (must be done in order)
- ❌ User is asking unrelated questions
- ❌ Tasks modify the same files (merge conflicts likely)
## Cost & Performance Info
When suggesting parallelization, you can mention:
- Contextune uses Haiku agents (87% cheaper than Sonnet)
- Parallel execution is 50-70% faster for 3+ independent tasks
- Each task runs in isolated git worktree (no conflicts)
## Integration with Other Commands
- After suggesting parallelization, user can run `/ctx:research` for technical questions
- `/ctx:plan` creates the structured plan
- `/ctx:execute` runs the plan in parallel
- `/ctx:status` monitors progress
- `/ctx:cleanup` finalizes and merges
This skill provides expert guidance for parallel development workflows using git worktrees and multi-agent execution. It helps identify independent tasks, estimate parallel vs sequential effort, and produce actionable plans to run features concurrently with Contextune. Use it to cut development time and reduce context costs with isolated worktrees and automated agent orchestration.
The skill analyzes a set of user tasks to determine independence by checking touched files, modules, and dependencies. For 2+ independent tasks it recommends using separate git worktrees and one agent per task, estimates time savings, and offers automated commands to plan, execute, monitor, and clean up. When tasks are dependent or conflict on the same files, it explains why parallelization isn’t recommended and proposes a sequential order.
Can I parallelize tasks that touch the same files?
No — parallelizing tasks that modify the same files risks frequent merge conflicts. Keep those tasks sequential or refactor to isolate changes.
How many tasks should I parallelize to see real gains?
You’ll see the most impact with 3 or more independent tasks; 2 tasks can help but yields smaller savings.
What does Contextune automate for me?
Contextune can create a parallel plan, set up git worktrees, run tasks with separate agents, monitor progress, and clean up merges.